tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=4
objective=binary sigmoid:1
feature_names=atom_v_bur_3_5_Cs atom_v_bur_3_5_Hs_min cm5_Cs cm5_Hs_min lst_pka_pred_nshell3
feature_infos=[66.490946482300004:150.69345512789999] [50.645174261400001:135.21331321279999] [-0.77633000000000008:0.79020000000000001] [-0.79553000000000007:0.70690000000000008] [13.582188368100001:54.915453171400003]
tree_sizes=3345 3329 3356 3343 3339 3357 3366 3369 3345 3358 3376 3361 3382 3348 3373 3378 3357 3396 3339 3371 3371 3401 3388 3364 3372 3392 3369 3361 3369 3382 3382 3362 3380 3365 3398 3391 3396 3396 3367 3374 3391 3392 3373 3394 3387 3353 3401 3366 3383 3375 3368 3414 3377 3376 3364 3377 3357 3376 3369 3356 3387 3374 3376 3378 3391 3387 3377 3387 3373 3364 3394 3377 3386 3379 3399 3383 3369 3394 3375 3403 3394 3386 3390 3401 3383 3381 3371 3385 3403 3394 3401 3376 3369 3379 3377 3383 3401 3364 3371 3398 3373 3409 3355 3384 3380 3358 3370 3384 3367 3400 3409 3396 3401 3406 3382 3403 3399 3392 3405 3391 3383 3393 3378 3413 3392 3412 3408 3390 3424 3400 3398 3392 3412 3407 3375 3410 3382 3394 3398 3401 3404 3370 3386 3387 3401 3415 3410 3419 3391 3422 3439 3417 3388 3395 3415 3405 3409 3377 3371 3402 3427 3425 3402 3392 3431 3385 3412 3438 3419 3421 3399 3372 3415 3433 3401 3414 3406 3437 3412 3405 3395 3428 3400 3406 3409 3427 3437 3398 3442 3424 3421 3456 3434 3434 3412 3406 3378 3432 3415 3440 3427 3445 3438 3430 3448 3439 3424 3399 3416 3432 3388 3459 3423 3414 3425 3414 3438 3436 3429 3434 3409 3459 3412 3430 3442 3436 3415 3409 3408 3430 3452 3433 3428 3430 3410 3452 3404 3445 3416 3444 3421 3439 3438 3443 3429 3463 3447 3439 3421 3429 3439 3421 3444 3448 3451 3455 3455 3452 3432 3462 3435 3428 3428 3465 3461 3461 3451 3441 3440 3455 3438 3427 3444 3437 3461 3427 3452 3448 3471 3450 3446 3429 3439 3431 3455 3446 3456 3451 3439 3467 3444 3447 3459 3469 3458 3452 3441 3471 3427 3447 3457 3440 3436 3452 3447 3429 3426 3432 3438 3466 3475 3430 3451 3431 3434 3429 3448 3471 3434 3436 3424 3426 3439 3432 3463 3457 3459 3442 3465 3442 3443 3455 3459 3457 3486 3474 3424 3461 3432 3454 3451 3436 3444 3468 3448 3474 3451 3432 3462 3451 3448 3481 3442 3463 3471 3444 3456 3474 3441 3469 3451 3440 3429 3488 3422 3473 3437 3452 3446 3461 3484 3442 3470 3466 3459 3492 3489 3488 3445 3482 3495 3478 3471 3477 3474 3482 3458 3462 3485 3477 3478 3498 3472 3465 3496 3485 3476 3462 3489 3478 3471 3485 3476 3494 3475 3467 3500 3479 3476 3470 3473 3502 3485 3484 3482 3487 3512 3488 3503 3480 3484 3483 3513 3498 3484 3499 3499 3493 3482 3511 3504 3497 3505 3485 3504 3501 3490 3479 3471 3481 3488 3474 3483 3491 3481 3495 3510 3506 3502 3493 3490 3517 3489 3506 3439 3479 3487 3506 3456 3458 3490 3508 3451 3442 3487 3504 3534 3491 3476 3491 3504 3476 3497 3531 3490 3502 3512 3504 3518 3513 3495 3483 3506 3526 3498 3468 3512 3508 3523 3505 3516 3509 3486 3501 3496 3492 3518 3499 3507 3509 3508 3482 3525 3524 3526 3511 3506 3503 3498 3523 3535 3505 3521 3501 3535 3504 3496 3476 3530 3499 3502 3514 3502 3504 3513 3497 3527 3490 3517 3490 3515 3506 3522 3485 3510 3487 3527 3543 3524 3470 3523 3505 3524 3507 3485 3489 3493 3488 3517 3507 3499 3518 3534 3510 3511 3493 3531 3547 3522 3497 3513 3508 3512 3486 3502 3519 3504 3510 3524 3521 3544 3507 3506 3494 3543 3526 3523 3508 3519 3529 3527 3546 3512 3535 3549 3505 3555 3508 3531 3506 3526 3550 3518 3531 3543 3518 3539 3519 3496 3518 3535 3519 3547 3520 3533 3521 3499 3498 3499 3542 3550 3525 3525 3524 3515 3499 3531 3512 3513 3517 3534 3535 3532 3551 3505 3546 3537 3512 3531 3549 3531 3493 3556 3527 3524 3555 3505 3536 3543 3561 3541 3539 3572 3553 3568 3515 3541 3574 3516 3569 3564 3554 3555 3548 3498 3512 3521 3565 3569 3566 3530 3496 3558 3601 3505 3530 3555 3568 3522 3537 3540 3544 3534 3552 3564 3572 3547 3550 3559 3533 3569 3570 3538 3542 3570 3531 3541 3541 3531 3541 3551 3573 3551 3569 3584 3604 3581 3552 3601 3543 3526 3588 3579 3588 3533 3573 3592 3561 3541 3527 3569 3545 3534 3567 3529 3529 3566 3595 3543 3534 3540 3585 3543 3582 3586 3538 3574 3567 3578 3547 3567 3548 3591 3553 3566 3610 3547 3541 3557 3558 3558 3579 3589 3600 3567 3569 3563 3549 3580 3553 3545 3563 3556 3600 3557 3561 3529 3563 3553 3604 3557 3566 3577 3570 3540 3574 3555 3579 3554 3531 3533 3543 3546 3578 3558 3561 3573 3576 3592 3609 3568 3594 3571 3602 3594 3570 3586 3587 3569 3566 3577 3536 3577 3575 3560 3596 3594 3608 3613 3526 3612 3609 3540 3591 3546 3578 3579 3566 3594 3605 3567 3612 3584 3573 3559 3560 3616 3583 3562 3567 3584 3556 3595 3586 3604 3570 3597 3568 3596 3600 3573 3592 3589 3581 3607 3589 3588 3560 3574 3563 3592 3563 3589 3596 3623 3584 3577 3573 3566 3603 3574 3593 3625 3584 3601 3579 3611 3597 3594 3596 3609 3540 3558 3596 3598 3583 3571 3598 3552 3604 3597 3565 3578 3563 3548 3574 3586 3581 3559 3578 3588 3590 3613 3630 3599 3561 3609 3567 3594 3589 3564 3560 3570 3584 3615 3601 3573 3594 3604 3581 3624 3578 3580 3596 3602 3607 3557 3597 3629 3610 3570 3586 3616 3585 3621 3603 3560 3595 3623 3640 3613 3591 3610 3587 3605 3590 3607 3584 3593 3577 3619 3630 3587 3603 3597 3608 3594 3598 3647 3588 3635 3595 3580 3598 3648 3554 3583 3595 3569 3599 3623 3608 3625 3598 3615 3619 3599 3621 3623 3591 3605 3602 3631 3558 3588 3598 3622 3616 3603 3638 3605 3615 3613 3627 3584 3632 3585 3596 3610 3610 3582 3600 3609 3611 3590 3598 3602 3605 3610 3615 3596 3610 3598 3613 3616 3614 3605 3600 3626 3628

Tree=0
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 4 4 0 4 3 1 1 3 2 2 0 2 0 0 0 1 0 4 0 4 4 3 1 1
split_gain=492.937 455.252 145.96 93.9505 103.912 92.9477 60.6864 55.3078 39.1304 57.1373 36.7265 33.9654 33.767 49.9184 42.6952 33.3237 43.6082 30.5624 29.9762 28.5542 28.4174 34.5813 27.2223 25.1103 24.1791 23.1601 33.8314 28.8006 21.6557 19.6862
threshold=70.182199495350019 85.705356740550016 89.89935142405001 95.44832900530001 98.230883170350012 0.099855000000000027 38.396531328800009 44.578137159850009 82.605564516150011 48.393869453650005 -0.20885999999999996 75.629015667650023 81.339300736700025 0.075320000000000012 -0.016679999999999997 -0.15962499999999999 104.25302938255003 0.19977000000000003 86.09518316945001 102.21786657775002 91.109157582800023 68.20618276945001 96.631250582750013 39.656620114300004 91.625341543800019 42.081757894750005 43.321682097200004 -0.11595499999999999 66.439865777750015 78.27445846800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 10 22 8 -6 18 9 -1 -2 -8 14 -14 19 16 -15 -10 25 29 -20 28 -5 -7 -9 27 -27 -3 -22 -13
right_child=2 7 -4 4 6 23 11 24 17 -11 -12 12 13 15 -16 -17 -18 -19 20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.16825318651433324 0.032924423377491671 -0.13877632730787545 -0.18755875264021071 -0.03938862217616157 -0.15886742600482257 0.1556355327607219 -0.1798535563894296 0.051247885036153677 -0.05668272894617149 0.025244257274508016 -0.17094064155005523 -0.059376433522089545 0.065434953475747321 0.14811415404827774 0.12170684040125891 -0.15909321078019553 -0.20000000447710237 0.19999999552289766 0.13963727076000185 -0.11769092651015145 0.083711487498207726 0.11354364261539482 0.091847429930631136 -0.018748449970571256 -0.16896002398004786 -0.1699168750173061 0.11206248887507443 0.12213229171427174 -0.12647598275549168 0.10736495141416599
leaf_weight=92.598914086818695 10.096737027168272 4.8016078174114218 94.515275716781616 20.133647501468658 50.028582811355591 19.012042641639709 14.591757595539091 10.530431866645815 47.177550464868546 18.271760553121567 70.813823878765106 12.542936503887178 21.042705506086349 9.2891739010810834 29.241239130496979 43.118327349424362 5.8740898668766013 5.1445115208625785 319.38691061735153 21.429380148649216 8.2893247604370135 51.566870927810669 73.531440794467926 14.597109466791151 9.4707561731338483 9.7719915509223956 7.5362363159656516 35.590692162513733 11.994940429925917 16.259255915880203
leaf_count=576 36 28 612 91 305 37 93 35 224 67 443 60 66 19 70 263 39 7 689 119 24 129 205 62 59 61 19 85 68 42
internal_value=-4.92481e-09 0.0561111 -0.0758474 -0.0493182 -0.0247752 -0.0715378 -0.0618413 0.109682 -0.102725 -0.136364 -0.145501 -0.0338459 -0.0204294 -0.0665857 0.0256407 -0.114252 0.0132584 -0.0314447 0.116931 -0.0302822 0.126854 0.0700327 0.0636378 0.0798972 -0.0530227 0.0496447 -0.0471392 0.091117 -0.0405812 0.0347515
internal_weight=1158.25 665.742 492.508 397.993 317.083 196.802 223.417 468.94 163.193 110.871 80.9106 173.389 158.797 79.3243 79.4728 58.2816 15.1633 52.3221 448.939 50.2316 391.238 71.8511 93.6651 33.6092 20.0012 57.7005 17.3082 40.3923 20.2843 28.8022
internal_count=4633 2170 2463 1851 1372 973 1076 1197 874 643 479 771 678 387 291 321 58 231 1103 221 910 221 296 99 94 193 80 113 92 102
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 4 4 4 3 0 4 4 0 2 2 2 3 1 1 3 0 2 0 3 0 1 2 4 1
split_gain=401.449 371.505 119.817 76.7448 84.7604 66.1611 48.0244 47.2101 45.2279 30.0966 30.0179 28.4014 28.3976 35.9503 31.3572 32.1646 26.7439 34.9035 24.3163 32.6403 40.7163 35.547 27.1576 35.624 23.4587 23.2642 27.4443 20.4553 18.7279 18.3956
threshold=70.182199495350019 85.662341410450011 89.89935142405001 95.44832900530001 98.51854819030001 0.093185000000000032 44.131787411600008 38.396531328800009 39.955516828000007 -0.20885999999999996 86.09518316945001 41.976795488650005 48.393869453650005 75.994645973400011 -0.22386500000000001 -0.105535 0.70681500000000008 0.094595000000000026 77.621163142300006 81.339300736700025 0.075320000000000012 102.75018128760001 -0.15962499999999999 104.25302938255003 0.080375000000000016 91.109157582800023 68.20618276945001 -0.11534 45.044778924400006 66.439865777750015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 9 16 12 10 -6 -7 -2 11 -3 13 -1 -15 -16 17 -5 -9 21 28 -20 23 -22 -8 -12 29 -13 -21 -27
right_child=2 6 -4 4 7 8 24 18 -10 -11 25 27 -14 14 15 -17 -18 -19 19 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.17463048518244817 0.029640318958153913 0.083150293444110124 -0.17034706079205916 0.067400887451282393 -0.14341374286802946 0.1262618782055076 -0.16156133444668697 -0.12654659395713705 -0.094880455667615105 -0.15501499369694188 0.12697820471820828 0.12284815375396299 0.012492998075138801 -0.16198385971538812 0.12977601596801017 -0.067823314297453113 0.18641674689400328 -0.089835831793973503 0.085655113157488139 -0.04764542858090895 0.13406234201492434 -0.070506396982726746 -0.14412550587885606 -0.18187308678580416 0.037336530386926969 0.080736963043948937 0.10253122308172712 -0.12460274294656173 0.14253368496141428 -0.11430109362958391
leaf_weight=59.487522304058075 10.094001114368437 46.450025096535683 93.68890380859375 66.688867211341858 49.115554213523865 25.085287600755692 9.4278014451265353 23.43415230512619 14.649040117859839 70.299025237560272 316.35427036881447 4.4149206727743175 19.171830743551254 23.038805305957794 11.037199452519415 32.477847218513489 13.348850592970846 17.908810958266258 44.827392801642418 9.2376138269901293 9.2384136915206891 21.600371152162552 42.846635043621063 5.8157382309436789 15.982290938496588 8.1244654804468173 51.401025593280792 13.728648051619528 11.7825830578804 11.947099745273588
leaf_count=390 36 131 612 203 301 55 59 137 78 443 683 10 73 146 27 162 19 92 124 42 19 109 263 39 56 23 129 80 24 68
internal_value=-5.72843e-06 0.0507328 -0.0686453 -0.0445984 -0.022395 -0.0696074 0.0973113 -0.0571268 0.0447323 -0.13183 0.104825 0.041708 -0.100894 -0.118141 -0.0676491 -0.017704 0.0548716 0.0341148 -0.0320174 -0.0167768 -0.0602528 0.0348759 -0.10353 0.0120098 -0.0364597 0.115337 0.0638089 -0.0643899 0.0589569 -0.0353546
internal_weight=1152.7 662.778 489.927 396.238 315.845 184.948 477.831 217.898 39.7343 80.393 452.42 64.5936 145.213 126.041 66.5539 43.515 97.9465 84.5977 168.783 145.349 78.921 66.4278 57.9008 15.0542 25.4101 387.827 71.4726 18.1436 21.0202 20.0716
internal_count=4633 2170 2463 1851 1372 931 1239 1058 133 479 1124 221 798 725 335 189 314 295 757 620 387 233 321 58 115 903 220 90 66 91
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 4 4 0 1 4 3 4 1 3 1 3 2 0 0 2 0 0 0 1 3 3 4 0 0
split_gain=329.721 304.713 100.645 63.6247 70.2002 54.9835 44.5961 39.5455 25.6201 40.1575 28.5159 26.9681 25.4242 25.3481 25.1456 25.0712 32.4009 31.3222 24.6981 24.6564 22.474 29.5231 21.474 20.2533 27.743 19.7127 20.8377 19.3868 16.8576 16.2759
threshold=70.182199495350019 85.662341410450011 89.89935142405001 95.44832900530001 97.886760529650019 0.099855000000000027 38.396531328800009 44.578137159850009 75.994645973400011 61.917879202350001 48.393869453650005 -0.17949499999999999 39.955516828000007 75.28220456885002 -0.20885999999999996 81.339300736700025 0.075320000000000012 -0.016679999999999997 86.09518316945001 96.631250582750013 -0.15962499999999999 104.25302938255003 102.21786657775002 84.546631286350006 58.309968391300011 0.080545000000000019 1.0000000180025095e-35 41.976795488650005 91.625341543800019 109.30464220965001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 14 19 8 -6 18 10 23 -1 -11 -7 -8 -2 17 29 22 27 -5 21 -18 -15 24 -10 26 -20 -3 -9 -17
right_child=2 7 -4 4 6 12 13 28 9 11 -12 -13 -14 15 -16 16 20 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.16116642956219507 0.026696107715370322 0.075207547467064595 -0.15706995363164367 -0.039405661104138727 -0.13307311344173031 0.12718974979839137 -0.1558432791477545 0.035620239697914245 0.071418074792030772 0.049646223227182699 -0.0062160771927338779 -0.14953548295164806 -0.069713722050904189 0.026327738455391658 -0.14234563404783315 -0.077157637853857042 0.12248851552219311 0.10263167454230325 0.081107717879601762 0.087351222054588562 -0.13229125325525715 -0.1682581559818056 -0.10177112861510695 0.12943090288802875 -0.15428888219566697 0.088380187982390279 0.16539192132300468 -0.040303966196984314 -0.14685570046489724 0.11009476656148882
leaf_weight=58.927806720137596 10.086862981319426 46.230759873986244 91.551969051361084 20.115358412265778 49.657505691051483 19.672462761402134 13.852466657757757 11.10529735684395 12.476957961916925 8.3921895772218686 14.874889850616453 35.77356643974781 9.8363494575023633 34.029394507408142 68.965696156024933 6.8602821230888393 9.1066907644271833 31.005804032087326 44.826101884245872 64.717829644680023 42.291894033551216 5.6650391221046439 21.263641238212585 13.191532894968985 9.663801357150076 255.12284074723721 84.869667559862137 21.189070209860802 9.3044503033161146 14.354400426149367
leaf_count=395 36 131 612 91 310 40 90 39 41 29 60 225 50 123 443 34 19 76 120 173 264 39 119 30 61 659 131 100 59 34
internal_value=-2.44055e-05 0.0461873 -0.0626681 -0.040619 -0.0203689 -0.0634461 -0.0492547 0.088591 -0.0875075 -0.0481184 -0.129936 -0.111688 0.0615547 -0.0259278 -0.120776 -0.0149929 -0.055974 0.0221796 0.0947359 0.0572951 -0.095202 0.0109856 -0.0229343 0.031344 -0.0270965 0.104518 0.136261 0.038904 -0.0475674 0.0495422
internal_weight=1138.98 655.458 483.525 391.973 312.92 182.81 228.087 472.648 153.301 79.498 73.8027 44.1658 29.5088 178.43 79.0526 164.577 78.2783 86.2988 452.238 84.8332 57.0636 14.7717 55.293 35.3323 22.1408 384.819 129.696 67.4198 20.4097 21.2147
internal_count=4633 2170 2463 1851 1372 931 1108 1239 841 386 455 254 90 798 479 708 390 318 1141 264 322 58 242 132 102 910 251 231 98 68
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=1 0 1 2 3 0 4 4 0 0 4 3 4 2 0 1 0 1 1 1 4 2 3 4 2 1 3 3 1 4
split_gain=272.476 251.037 85.9423 54.5126 45.5308 41.4495 48.4092 32.591 28.3871 22.9266 35.2084 21.2174 21.0548 21.0021 20.7807 20.725 19.2366 23.6643 18.9438 17.3222 15.8253 16.0244 14.9501 18.059 16.1714 15.3741 17.5486 16.5985 14.4935 28.5942
threshold=70.182199495350019 85.662341410450011 89.89935142405001 0.70681500000000008 0.099855000000000027 95.44832900530001 38.238138001450004 44.578137159850009 97.886760529650019 82.605564516150011 48.393869453650005 -0.20885999999999996 39.955516828000007 0.19977000000000003 86.09518316945001 71.246828915000023 91.109157582800023 68.20618276945001 75.28220456885002 71.830224329350003 41.976795488650005 -0.124155 0.08079500000000002 41.685324604100011 -0.083330000000000001 62.084563606450011 0.09117500000000002 0.098950000000000024 81.339300736700025 44.749265482150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 9 11 15 14 19 10 -1 -2 -6 -11 20 -7 22 -18 -10 -8 21 -3 -16 -24 -25 26 -26 -27 -20 -30
right_child=2 7 -4 -5 12 6 8 -9 18 13 -12 -13 -14 -15 16 -17 17 -19 28 -21 -22 -23 23 24 25 27 -28 -29 29 -31
leaf_value=-0.13184933135405413 0.024052110157371687 -0.10008492220913186 -0.14646701116542413 0.12878728563941341 0.11704846872686173 0.1192952113547968 -0.077850869168667028 -0.043352816692513049 -0.14401807720616169 -0.044508175966309203 0.020755458056712014 -0.131661300858334 -0.063083952875215232 0.1731550831353551 0.13641189192616662 -0.12787205519010539 -0.043359328827066668 0.085062526203570535 0.0094701287903958386 0.070490294716954519 -0.036363075189205299 0.088948860958131759 0.11278767999646565 0.096047750223375805 0.0076795612206128089 -0.054168837267816128 -0.24223016046945667 0.11803334601560325 -0.1022339066042304 0.021971134244315123
leaf_weight=87.905995056033134 10.076652348041533 5.0372229963541022 88.51582932472229 18.818008452653885 19.260313004255298 3.6268818229436866 9.2178105264902097 20.187926188111305 13.34746667742729 39.274560615420341 18.258766457438469 66.498358130455017 9.7856690287590009 4.9969536066055289 107.90335032343864 52.482244193553925 20.065050408244133 50.366703405976295 81.246173292398453 53.912569999694824 21.139505356550217 40.860935166478157 128.20770213007927 37.351433545351028 7.0469584017992002 9.3885641098022479 4.6730773597955704 13.861983492970465 45.082615837454796 31.476627349853516
leaf_count=576 36 26 612 40 40 9 46 98 89 191 67 439 50 7 196 332 92 129 315 156 100 105 277 89 25 41 32 29 265 124
internal_value=-5.30366e-05 0.0422269 -0.0576004 -0.0372105 -0.0582626 -0.0457229 -0.0284646 0.0809234 -0.00848358 -0.080394 -0.105604 -0.111171 0.0563614 -0.0199404 0.0865499 -0.111895 0.0956308 0.0484769 -0.0296242 0.0488307 0.0352292 0.0682028 0.106399 0.0902486 0.0502929 0.00142308 -0.0919658 0.0484982 -0.0199485 -0.0511681
internal_weight=1119.87 645.573 474.301 385.785 179.482 366.967 290.392 466.09 234.283 150.436 106.165 76.575 29.046 44.2715 445.902 56.1091 378.865 70.4318 171.153 63.1304 67.0377 45.8982 308.433 200.53 72.322 34.9706 11.72 23.2505 157.805 76.5592
internal_count=4633 2170 2463 1851 931 1811 1336 1239 995 841 643 475 90 198 1141 341 910 221 793 202 231 131 689 493 216 127 57 70 704 389
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 1 0 4 2 3 3 2 3 0 3 3 4 2 4 2 3 2 1 1 1 3 2 2 3 2
split_gain=226.373 204.912 74.0445 44.4025 39.6973 66.752 34.6516 42.0589 26.0792 29.9817 23.1062 22.3949 23.4729 32.4898 23.096 20.3089 23.1509 25.6674 20.2883 20.1492 38.3816 18.5101 17.9357 26.9413 17.5754 16.3568 15.8188 17.2446 15.5641 15.1631
threshold=70.348883899450016 85.662341410450011 90.937096262400004 0.70681500000000008 75.994645973400011 61.917879202350001 95.217121606100008 38.238138001450004 -0.22932499999999997 0.09117500000000002 -0.17949499999999999 -0.094409999999999994 0.074735000000000024 101.80384402570002 0.098510000000000028 0.08079500000000002 42.055256506450007 -0.11534 48.393869453650005 0.15684000000000003 0.094595000000000026 -0.59496499999999986 60.87206898960001 58.309968391300011 71.246828915000023 -0.20885999999999996 -0.156745 -0.237895 1.0000000180025095e-35 -0.54488499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 18 22 25 24 9 -3 -7 12 26 21 -13 28 19 -18 -1 -17 -21 -14 23 -6 -8 -2 27 -9 -10 -23
right_child=2 8 -4 -5 5 10 7 11 15 -11 -12 14 13 -15 -16 16 17 -19 -20 20 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.13909333446065492 0.015848001292360692 -0.081549745739896928 -0.1438736553028202 0.11430607997187513 0.085584397954959257 0.047165299299770043 0.10785075055773008 -0.062817710216712175 0.068048267513765526 0.091227414351843339 -0.13665195377455011 0.032746292407365277 0.093278751915878824 -0.12839260228835678 -0.10402820085785368 0.095017253093973936 0.12396418799938476 -0.0068888177554878045 -0.0076722994999741806 -0.18276915081393499 0.092765602850937295 -0.2076308855353208 0.10729254448456327 -0.1172599303372798 -0.12001547402215072 -0.12902529027069171 -0.12924945381607009 0.12463655846071937 0.13848436479214118 -0.01477844557133335
leaf_weight=55.926024436950684 9.0315498113632184 22.225914493203163 75.991626739501953 18.741267323493958 14.822036236524584 8.3252473175525648 3.6112127155065528 6.9709044098854127 49.682190716266632 18.323488473892212 38.290785849094391 114.23234134912491 13.137359410524367 44.487871751189232 13.842024236917494 180.63104672729969 19.28503654897213 67.315384596586227 14.870024770498274 7.9013429880142239 14.036949634552 5.0643003284931174 31.8219263702631 11.72929711639881 54.010016337037086 56.84372615814209 4.8456458002328864 16.579377099871635 85.119138404726982 20.91210296750069
leaf_count=398 33 114 554 42 46 29 9 36 139 45 251 417 34 285 79 431 40 268 60 50 35 34 77 70 353 393 29 39 150 93
internal_value=-6.24984e-05 0.0383412 -0.0537174 -0.0357971 -0.0536191 -0.0145961 -0.0435346 -0.029012 0.0731412 -0.0034751 -0.103824 -0.0105973 -0.0432583 -0.0699392 0.017964 0.0804689 0.0655256 0.0222508 -0.11149 0.084026 -0.00647159 -0.00345446 0.0566597 -0.00402396 -0.105735 -0.109163 0.0352939 0.0691499 0.112525 -0.0523765
internal_weight=1098.61 640.306 458.301 382.31 175.785 104.989 363.568 297.693 464.52 40.5494 46.616 240.072 111.998 83.6016 128.074 423.971 289.17 86.6004 70.796 202.569 21.9383 39.1138 58.3733 26.5513 57.6212 65.8753 28.3959 23.5503 134.801 25.9764
internal_count=4633 2203 2430 1876 931 473 1834 1408 1272 159 280 1046 550 446 496 1113 824 308 458 516 85 161 193 116 362 426 104 75 289 127
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=0 0 4 1 0 4 0 1 2 4 3 4 2 2 2 3 3 3 0 1 1 4 4 4 3 0 4 0 1 1
split_gain=193.909 112.93 121.529 56.4599 55.0314 48.708 41.1099 29.1492 29.8605 32.1241 28.8686 26.1351 25.6679 21.1445 21.0913 40.0405 20.0864 18.5659 24.6611 16.8283 16.7231 22.8293 20.8472 15.9711 15.7666 17.4371 14.6302 14.2324 13.3712 13.0668
threshold=102.75018128760001 76.535026057600007 44.202975721700007 70.182199495350019 86.09518316945001 44.749265482150008 96.324766355850002 81.339300736700025 -0.057599999999999998 39.896141435400004 0.075320000000000012 42.154118731400011 -0.14008999999999996 -0.18437499999999998 -0.22386500000000001 0.11636500000000001 0.086955000000000018 0.078385000000000024 109.30464220965001 64.369753017350021 62.095317438950012 41.289992964000007 42.982930821650008 48.393869453650005 0.085715000000000027 86.681267041950008 43.477771593600004 89.237990724000014 63.910026677050006 75.28220456885002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 4 11 -2 12 8 9 -8 -7 14 -5 -9 15 -3 28 -12 -19 20 21 -6 24 -1 -23 -26 -13 -21 -4 -11
right_child=5 2 16 6 19 10 7 13 -10 29 17 26 -14 -15 -16 -17 -18 18 -20 27 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.12495937083270266 -0.12885904286398475 -0.15263154502557397 -0.011386236722693052 0.057486281793854281 0.11240399051280561 0.072543321565689448 -0.097985222380668646 0.094657079337207434 0.089049214309521577 -0.067818725760669746 -0.15631468728974862 -0.086801450720229809 -0.1049283935234618 -0.12675501482434612 0.060557433480309245 0.14153033570589099 0.019704543845262892 0.1057225628319502 -0.10431128857391697 -0.10629571008536925 0.11853163220573104 0.086287386050520609 0.1012140090858398 -0.0090558704018802467 -0.017454084585730906 -0.20990694209285118 0.0461365385395432 0.05931802387225537 -0.12632684161233967 0.069855594054226824
leaf_weight=57.006719425320625 124.87246426939964 13.615363746881487 12.285009026527403 12.321808576583861 48.127612620592117 21.810263574123383 23.48541983962059 5.6260117888450649 72.09678241610527 8.393841937184332 15.437461689114569 33.6427351385355 46.271245777606964 18.48309987783432 81.380201727151871 7.0095243752002707 15.520615220069883 9.7801036983728427 13.049125880002974 5.4341236203908911 147.87658756971359 7.4037254601717022 16.9283816665411 15.021670132875441 13.706339403986933 7.1709631979465476 10.980489999055861 115.04836647212505 57.45772185921669 38.578137010335922
leaf_count=415 889 91 52 48 99 73 136 16 191 42 112 193 302 126 248 12 64 29 91 27 293 18 38 61 53 46 40 330 385 113
internal_value=-8.62713e-05 0.0192578 0.0298174 0.0429514 0.0614191 -0.0932636 0.00127615 0.0266063 0.0438049 -0.00249207 -0.0192771 0.00974209 -0.0707734 -0.0750871 0.0376658 -0.0526584 -0.0831835 -0.0716105 -0.0143322 0.0823685 0.0976129 0.0644707 0.0134435 -0.100787 -0.039094 -0.083558 -0.0540892 0.0518483 -0.10608 0.0452533
internal_weight=1075.82 890.872 818.844 733.581 508.324 184.949 225.256 166.663 142.554 70.4574 60.077 146.628 58.5931 24.1091 102.005 20.6249 85.2633 38.2667 22.8292 361.696 241.214 93.337 45.2094 72.0284 28.281 20.8773 44.6232 120.482 69.7427 46.972
internal_count=4633 3439 2963 2462 1488 1194 974 624 482 291 305 584 350 142 351 103 501 232 120 904 547 254 155 476 117 99 233 357 437 155
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=0 0 4 1 0 4 0 0 0 3 3 4 2 4 2 3 4 3 0 1 3 4 2 2 3 4 2 0 2 2
split_gain=163.123 95.4648 104.4 48.1257 45.3453 42.2523 34.0871 25.8984 29.3699 23.9487 23.417 21.6132 19.8453 19.4922 17.8792 30.1663 16.3092 16.1504 20.4146 15.5989 16.3797 33.6972 14.9986 14.2096 13.3898 17.8832 13.2464 13.0472 12.4057 23.6032
threshold=102.75018128760001 75.994645973400011 44.461493122800007 70.182199495350019 86.09518316945001 44.749265482150008 96.324766355850002 97.886760529650019 102.32271644485002 0.075320000000000012 -0.089139999999999997 41.873095646600007 -0.105535 43.847983878700006 -0.13734499999999997 0.11636500000000001 48.393869453650005 0.078385000000000024 109.30464220965001 64.369753017350021 0.087795000000000026 41.257948413050009 0.70681500000000008 -0.057599999999999998 0.086955000000000018 47.74983977685001 -0.59614999999999996 89.237990724000014 -0.083330000000000001 -0.06828999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 11 -2 10 23 22 -7 -5 14 -13 -14 15 -3 -1 -11 -19 20 -6 -22 26 -8 -4 -26 -9 -21 -23 -30
right_child=5 2 24 6 19 9 7 8 -10 17 -12 12 13 -15 -16 -17 -18 18 -20 27 21 28 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.1250217395122302 -0.12133728808214615 -0.12351774938139891 -0.099734991936191633 0.065680799256326777 0.11301883250496808 0.065342498765511792 0.020909990163435921 0.062922195873030259 0.12512024566886756 -0.14822235705422446 -0.096598742550048064 0.063421245476790164 -0.10275872283781594 0.086815950267021672 0.062924438740728214 0.13323799595601621 -0.0059969589401626692 0.094737787902110765 -0.097719095687533952 -0.099129506356495256 0.11348124027513487 0.05902009231125746 0.14016768982324099 0.11706099014612564 -0.12318150367327066 0.11044707273673371 -0.054552622042083922 0.053778821041679449 -0.19719168546688115 0.011518679574682772
leaf_weight=50.917807042598724 119.62505206465721 14.358981892466547 66.485372424125671 10.979511499404905 136.73659627139568 21.792929992079735 27.625859379768372 11.067909047007559 14.395892158150671 14.690528772771357 46.771208867430687 14.105466589331625 35.431231558322906 6.4040774106979361 72.633038818836212 6.7163457721471778 14.875486046075819 9.8200125545263308 12.562113426625727 5.8683238327503195 53.071192845702171 18.419902384281158 4.9521811902523032 34.645476654171944 5.7494650781154615 7.6169122159481049 72.305625900626183 113.68055444955826 7.5646176040172604 19.099724620580673
leaf_count=398 889 95 431 36 278 73 98 34 30 112 317 47 216 20 212 12 60 29 91 29 107 51 9 71 36 21 386 331 48 66
internal_value=-0.00010445 0.0177149 0.0271617 0.0390857 0.0561906 -0.0872072 0.000375779 0.0235198 -0.00732748 -0.017849 -0.0657463 0.0100326 -0.039154 -0.073739 0.0393954 -0.0416941 -0.0981109 -0.0667526 -0.0132799 0.075679 0.0906453 0.0594776 -0.0289147 0.0744049 -0.0813743 0.00995318 -0.0389577 0.046273 -0.00409304 -0.047692
internal_weight=1050.97 872.479 806.685 726.834 504.09 178.491 222.744 164.993 102.722 58.8656 57.7507 149.649 55.9408 41.8353 93.7084 21.0753 65.7933 37.0727 22.3821 354.441 234.892 98.1554 88.3257 62.2713 79.8517 13.3664 83.3735 119.549 45.0842 26.6643
internal_count=4633 3439 2981 2493 1512 1194 981 628 459 305 353 602 283 236 319 107 458 232 120 910 550 272 429 169 488 57 420 360 165 114
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=0 0 4 1 0 4 2 4 0 1 0 3 0 0 0 4 4 3 1 0 3 3 4 3 2 4 4 0 4 0
split_gain=137.752 80.4794 87.4559 40.5656 48.0977 36.8224 25.5121 21.9227 19.8325 19.3302 29.24 20.6448 18.3384 16.7819 24.3512 17.2603 15.1456 14.7932 14.681 27.9359 13.0872 13.9407 11.9786 12.1446 11.2853 10.7102 10.6723 13.0286 10.4238 10.3731
threshold=102.75018128760001 75.994645973400011 44.202975721700007 66.859265246100009 86.09518316945001 44.749265482150008 0.70681500000000008 49.247968080500009 102.32271644485002 61.917879202350001 85.619326080400015 -0.15849499999999997 113.32926403090002 91.886121982450007 94.165934477050016 37.892416320650007 44.952171034750002 0.086955000000000018 71.830224329350003 97.722764583650005 0.070640000000000022 -0.12193999999999999 41.835830569250014 0.094780000000000017 -0.59496499999999986 37.995872310650007 39.354247760400007 94.770837556450019 47.74983977685001 104.22883325935001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 9 -2 8 12 13 25 11 -11 -7 15 -15 -5 -1 -4 26 22 21 -18 23 -20 -21 -3 27 -16 -19 -9
right_child=5 2 17 6 -6 7 -8 29 -10 10 -12 -13 -14 14 18 -17 20 28 19 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.12431604432838031 -0.11471273603859489 0.11294087660258673 -0.092415088793320985 0.043272972558474197 0.080334075271425456 0.10184830583804823 0.12954135383773865 0.021509097224753779 0.11543647785594371 0.056677908938565273 0.021646911202567641 -0.14415270188587512 -0.065634991454778968 0.060646174304427106 -0.16486996251058053 -0.16752786092313551 0.013492371971014359 -0.065236224113099248 0.050037309480437497 0.054242897290832363 0.12302315192670168 -0.19147308300376548 0.11432457797199597 -0.10524302819480598 -0.049659694743019289 0.02256779771039125 -0.10212848978579725 0.049510212706341428 0.099320427166121592 -0.11523799473493801
leaf_weight=44.249797098338604 114.16483213752508 20.117471911013126 67.402570731937885 5.7123314142227199 278.43930841237307 19.104732692241672 16.073331713676453 7.5502016991376903 14.060513287782667 6.5445160120725658 56.667935594916344 23.492821656167507 9.9385776594281179 52.370073989033699 3.6927151679992667 12.137104421854017 8.4740299060940742 7.7766722440719587 23.464583411812786 12.153126195073126 4.9153147041797629 5.4541800618171701 21.699492707848549 6.4134272783994666 74.743867941200733 37.665595903992653 29.189103431999683 12.202563494443892 7.6224898397922516 20.909827366471291
leaf_count=368 889 46 445 18 690 53 30 32 30 22 211 168 68 156 29 83 35 43 74 38 17 38 47 36 398 144 201 51 21 152
internal_value=-0.000114425 0.0163388 0.0250227 0.0364131 0.0560411 -0.0818434 0.00717429 -0.0165859 -0.000169108 0.00922688 -0.0206324 -0.100396 0.0445358 -0.0065742 0.00049898 -0.100066 -0.0923435 -0.0722119 -0.0166613 -0.000524396 -0.017263 -0.0667705 0.0577756 0.0167058 -0.0351282 0.0540316 -0.0662248 -0.000293565 0.0162183 -0.0789602
internal_weight=1024.4 852.735 789.642 706.84 422.928 171.668 283.912 57.5033 267.839 144.488 86.7053 30.0373 29.0433 253.778 235.929 17.8494 63.0933 82.8017 183.559 138.474 18.8435 13.9282 51.5775 29.878 86.897 57.7831 45.0844 15.8953 15.3992 28.46
internal_count=4633 3439 2981 2472 1281 1194 1191 305 1161 591 401 190 121 1131 1030 101 458 509 874 593 90 73 157 110 436 190 281 80 64 184
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=0 4 0 4 1 0 2 0 4 0 1 3 2 4 0 2 3 0 2 2 0 0 3 4 2 2 3 2 1 1
split_gain=116.334 68.6245 74.6741 32.3998 28.6981 25.0785 22.479 25.1327 21.8931 20.1315 18.7849 18.6332 15.5661 15.2693 36.2343 29.1848 13.7687 17.1353 12.593 14.7447 13.8853 17.7645 11.99 18.8089 11.936 19.6208 27.4153 11.6301 15.5086 11.5429
threshold=102.75018128760001 42.783136484500005 75.381677519650012 44.749265482150008 66.859265246100009 86.09518316945001 -0.060989999999999996 92.168410086200012 39.896141435400004 100.19345760555002 81.339300736700025 0.075320000000000012 -0.092084999999999986 44.461493122800007 85.799452775150016 -0.11334499999999999 0.078385000000000024 116.75435968915001 -0.016014999999999998 0.70681500000000008 101.91675926715001 98.230883170350012 0.090235000000000024 38.324118171300007 -0.16533 -0.237895 0.091705000000000023 -0.13734499999999997 83.116371560950014 64.369753017350021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -4 8 -8 12 13 18 -5 27 14 -3 -16 -13 -18 -9 20 21 22 -20 -24 25 26 -15 28 -6 -26
right_child=3 9 4 11 6 -7 7 10 -10 -11 -12 16 -14 24 15 -17 17 -19 19 -21 -22 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.12198023813752704 -0.10877326793348296 -0.094871996572576167 0.020874711048809363 0.058222402208948899 -0.11454326181876145 0.077453731719643648 -0.14219186465160444 0.11277596388921679 0.024004783004471821 -0.14191563494684165 -0.10809851965226547 -0.13949199450844724 -0.14473015571744866 -0.14246311157982061 0.11828484937874935 -0.0088321921061481068 0.05374014678617918 -0.1346558714244106 0.064059351818851015 0.13440444329218057 0.1391765402457576 -0.1309227527343787 0.083822072858698179 -0.16236464598198883 0.003698006819055231 0.02812000105385809 0.1372991177553364 0.027783499051497618 0.11113954511037866 -0.1291999346914007
leaf_weight=29.96692930161953 108.64718496054411 29.18656063079834 118.88720893859863 21.377715259790421 18.863645650446419 229.70869029313326 6.8492480590939513 36.601966179907322 61.657975241541862 15.859656803309916 6.6395210623741141 13.484375230967997 16.220769666135311 19.736208274960518 27.693057008087635 51.92961547523737 14.144473426043989 7.3295181617140761 26.786289811134338 13.449701160192488 8.0793184190988523 8.8017289936542493 5.5342101752758008 7.0653668493032455 8.4749400168657285 30.433286435902122 4.2586112618446341 19.241977453231812 3.6310175731778136 28.558228172361851
leaf_count=268 889 204 460 73 115 577 45 85 245 117 47 112 114 163 57 221 56 64 81 24 16 54 16 48 42 117 11 82 10 220
internal_value=-0.00013675 0.0150392 0.0320019 -0.0768626 0.0398492 0.0581577 0.0131923 0.0438089 -0.0174734 -0.0334626 0.0550871 -0.0153212 -0.0616 -0.0248741 0.00044141 0.0353796 -0.0602945 -0.0105633 0.065278 0.040341 0.0178567 -0.00248427 0.0262184 -0.0542301 -0.0549913 -0.0251928 -0.0928108 -0.0292919 -0.0781143 -0.0987866
internal_weight=999.099 834.116 617.986 164.983 588.019 348.596 239.423 119.807 119.615 216.13 112.958 56.3361 57.9574 200.271 108.809 79.6227 34.9584 21.474 106.319 69.7166 56.2669 48.1876 39.3859 12.5996 91.4613 54.4281 23.9948 41.7366 22.4947 37.0332
internal_count=4633 3439 2287 1194 2019 1037 982 416 566 1152 371 305 321 1035 482 278 232 120 324 239 215 199 145 64 553 291 174 207 125 262
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=1 0 4 1 0 4 2 0 4 1 1 1 0 3 0 2 2 3 1 0 2 4 1 4 4 2 3 3 4 2
split_gain=98.709 58.5157 59.9225 29.6444 34.3465 24.2313 21.1905 31.2394 21.1353 15.7588 15.6168 14.6865 24.9348 16.3736 14.6864 15.0651 12.7018 15.5644 18.4631 12.8204 12.5789 12.2584 11.9857 14.439 11.5597 18.102 11.2814 10.8193 23.3692 10.9798
threshold=81.573196594050017 75.994645973400011 44.461493122800007 66.859265246100009 86.09518316945001 44.749265482150008 -0.059424999999999999 92.168410086200012 39.896141435400004 80.677940036650014 69.165962322050021 61.917879202350001 85.619326080400015 -0.15849499999999997 122.35979489110001 -0.088880000000000001 -0.59614999999999996 0.090665000000000009 72.04530097975001 94.75470680765001 -0.156745 44.952171034750002 70.348883899450016 47.927946529500012 42.081757894750005 0.059500000000000011 -0.27118499999999995 0.087795000000000026 41.257948413050009 -0.078549999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 4 11 -2 8 -8 10 22 -5 -3 13 -13 15 20 -10 18 19 -18 -7 -1 23 -4 26 -26 -9 29 -29 -6
right_child=5 2 9 6 27 14 7 24 16 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.11518116267690559 -0.10105510306341803 0.047771326467618919 -0.071676136139132693 0.061356900106493875 0.051704134801365799 0.012457766021752081 -0.14021902192703359 -0.18533188265756481 0.1164814103871909 0.12705364664006608 -0.089924176121368507 0.043891044547305372 0.0201698709709205 -0.13474877787004189 -0.1371493619388516 0.1097433031240406 0.02502517162440553 -0.070319385269831891 0.069629699471767711 -0.12868670093059331 -0.14648901093338385 -0.016842363921515783 -0.10487718140679417 0.061969650767983421 -0.17496658561056339 0.049113165512608824 0.0663085690650662 0.084191508995178549 -0.006703669139389936 0.10797720334915738
leaf_weight=39.272743612527847 105.08375627547503 57.111645087599754 24.114242635667324 7.9392218738794318 55.378498166799545 19.094550482928753 9.3938809633254987 1.8141912966966618 9.8357347398996335 4.3124400377273551 48.566143579781055 6.6730168312788036 58.2989761531353 22.201280608773232 7.8967406302690497 11.230897195637224 11.498105734586717 24.584775626659393 35.216989144682884 10.274972215294836 6.7351701259613064 18.717425882816315 43.106253638863564 12.160742767155169 5.5849103257060042 10.169954508543013 99.067387826740742 67.638624548912048 48.615844912827015 92.737025991082191
leaf_count=368 888 191 163 23 158 96 66 14 20 10 311 23 217 168 69 37 47 143 112 76 55 90 322 42 41 32 313 163 178 197
internal_value=-0.000166049 0.0134137 0.0207433 0.030535 0.0475975 -0.0747696 0.00508232 0.0352129 -0.0205902 -0.0591176 -0.0686686 0.0083548 -0.017469 -0.0934641 -0.0133297 0.0130533 0.00912949 -0.00381427 0.0248752 -0.0475133 -0.028988 -0.0834405 -0.0692315 -0.026873 0.0493422 -0.0303204 0.0617832 0.0690149 0.0461805 0.0869374
internal_weight=974.326 824.285 766.295 682.601 408.655 150.041 273.946 126.03 147.916 83.6937 56.5054 144.285 87.1733 28.8743 44.9574 37.0606 91.4106 81.5748 56.9901 21.7731 25.8297 57.9902 79.3812 36.275 116.636 15.7549 100.882 264.37 116.254 148.116
internal_count=4633 3488 3030 2493 1295 1145 1198 466 732 537 334 599 408 191 257 188 398 378 235 123 151 458 527 205 400 73 327 696 341 355
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=0 0 4 4 1 0 2 4 0 1 0 3 0 3 0 0 0 0 0 4 3 4 1 3 3 3 1 1 4 4
split_gain=86.2195 50.1863 50.2626 25.9481 23.4672 30.3081 17.7813 15.1238 13.5719 12.9563 19.7052 14.8697 12.6207 12.0151 11.7222 15.0932 14.7695 13.2567 16.6223 14.8423 13.5676 11.3794 11.0314 10.8519 10.5295 11.7334 9.98234 19.1435 10.0832 20.6737
threshold=102.75018128760001 75.994645973400011 44.202975721700007 44.749265482150008 66.859265246100009 86.09518316945001 0.70681500000000008 49.247968080500009 102.32271644485002 61.917879202350001 85.619326080400015 -0.15849499999999997 113.32926403090002 0.4149000000000001 91.886121982450007 94.165934477050016 90.321439350550008 96.324766355850002 98.230883170350012 44.026978245600006 0.087475000000000011 44.952171034750002 70.348883899450016 0.08574500000000003 0.070640000000000022 -0.12193999999999999 62.095317438950012 62.041548276350007 41.489621506400006 42.844429421150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 4 -2 5 9 8 12 13 -3 11 -11 -5 14 16 -16 -6 19 -19 -17 -20 -1 23 -4 25 -23 27 28 -7 -30
right_child=3 2 22 7 6 26 -8 -9 -10 10 -12 -13 -14 -15 15 17 -18 18 20 -21 -22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.11099824167950741 -0.099552710682147744 0.043835200318308468 -0.0543950606591782 0.085701085189370405 0.0091015714075591142 0.094796487049222611 0.11506834805180643 -0.067905786083240688 0.099893330819644757 0.044840179003749515 0.015903707030122918 -0.12812827960017886 -0.057130972360011856 -0.1709923717454073 0.052078044974234718 -0.073856385027824184 -0.17822327423873482 0.046758740573519031 -0.077532784282850431 0.13539310621722461 0.011274533592578828 0.012985515123621892 -0.096547795758227806 0.060368281853342948 0.10920858917319567 -0.17705887268645187 0.078383360297665197 -0.05197760282643709 -0.090351905179718958 0.093768815225803603
leaf_weight=36.805409528315067 98.629421889781952 56.590024746954441 27.82159348577261 18.532146856188778 8.5783440619707125 38.176479361951351 14.157359093427656 26.147574342787266 12.901554390788077 6.5042622387409237 56.111641228199005 21.072073720395565 9.2861391603946668 4.3019699230790129 50.01788367331028 41.567302659153938 8.263429790735243 56.325852885842323 29.693975508213043 3.6907597705721846 40.895789057016373 8.4043955653905869 36.690837398171425 11.706407099962233 4.9885691031813613 5.2958369329571733 172.86968958377838 18.995951816439629 10.879296429455282 13.877111531794069
leaf_count=368 889 190 179 53 40 88 30 184 30 22 211 168 68 32 154 287 60 177 192 7 182 35 290 40 17 38 436 81 53 32
internal_value=-0.000184725 0.0129973 0.0198605 -0.06905 0.0286706 0.044206 0.00597149 -0.0133023 -5.62265e-05 0.00687736 -0.0181136 -0.0873313 0.0380217 -0.00535552 -0.00237449 0.00372236 -0.0828095 -0.0103254 0.0062447 -0.0567923 -0.0260828 -0.0787304 -0.0570604 -0.0204073 -0.0151826 -0.0604763 0.0647571 0.0360057 0.062563 0.0128563
internal_weight=949.779 797.184 741.69 152.595 665.471 395.077 270.394 53.9659 256.237 140.278 83.688 27.5763 27.8183 243.335 239.033 222.192 16.8418 172.174 126.916 45.2581 70.5898 55.4942 76.2188 39.528 18.6888 13.7002 254.799 81.9288 62.9329 24.7564
internal_count=4633 3439 2981 1194 2472 1281 1191 305 1161 591 401 190 121 1131 1099 999 100 845 551 294 374 458 509 219 90 73 690 254 173 85
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 2 2 2 1 4 2 4 2 3 2 3 3 3 3 0 1 4 0 2 1 4 3 0 2 2
split_gain=72.9255 43.4216 42.021 27.8786 23.0677 21.216 20.8871 19.977 19.4093 19.3818 19.0815 14.2202 13.8604 13.5519 13.3889 11.5498 14.7784 11.438 11.4242 11.0203 10.2047 10.5175 22.2849 16.7844 9.75917 9.19468 9.0229 8.33262 8.30594 14.7889
threshold=102.75018128760001 84.546631286350006 91.109157582800023 43.564719632750005 44.749265482150008 -0.16533 -0.22932499999999997 -0.58835000000000004 62.111448187750007 41.873095646600007 -0.082654999999999992 48.393869453650005 -0.027754999999999998 0.075320000000000012 0.70681500000000008 0.078385000000000024 0.079745000000000024 0.085345000000000018 0.099855000000000027 102.32271644485002 62.116825104000007 42.081757894750005 90.321439350550008 -0.11534 69.633754036750005 48.96897326980001 0.08729000000000002 86.866770652900016 0.075080000000000022 -0.060989999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 14 -2 24 17 -1 9 12 -11 18 27 -6 19 -15 -17 -3 -9 28 -10 -22 23 -23 -5 -13 -25 -8 29 -4
right_child=4 2 3 5 13 -7 8 11 20 10 -12 25 -14 15 -16 16 -18 -19 -20 -21 21 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.13742541211281084 -0.094805064898743907 -0.09658280662513713 -0.011825675272935243 -0.094745567476964845 0.051221837418267184 -0.10538174096189978 0.038374296192047103 -0.089074497504493338 0.12552034999335304 0.029276423037716739 -0.080791906580453016 0.087979940213728236 0.10372917257373698 -0.13078542219019851 0.11357217391546076 0.088443720798306397 -0.082588200945169665 0.029777783297268101 0.015482879012095037 0.096691635437335152 0.081539608631485586 0.10066886813524584 0.12656055543892158 -0.16751116255778173 0.051407237110132967 -0.05399681982457203 -0.028487913915875254 -0.083191749014604799 -0.044561174175415413 0.0489738953519092
leaf_weight=5.5906421765685073 93.481622539460659 15.251397266983988 121.71255669742823 6.2023042291402843 20.589482486248016 42.562632612884045 53.541618086397648 72.409412294626236 32.389821670949459 38.854509390890598 26.487243294715881 9.975273400545122 36.547708958387375 11.921203061938284 11.878626391291617 9.054818309843542 11.428733013570307 13.508274048566816 12.212549634277819 12.320835337042807 96.732170186936855 7.5875575616955748 13.870445422828196 6.8058607280254426 17.346906654536724 8.4047003239393216 14.864966548979281 6.3020808249711981 35.780965127050877 59.596414141356945
leaf_count=12 889 93 590 42 73 349 164 623 67 154 147 28 81 112 26 36 84 46 47 29 246 18 29 49 76 41 63 30 183 206
internal_value=-0.000191945 0.0119841 0.0214896 -0.00571212 -0.0649258 -0.0632445 0.0445412 -0.0466759 0.0515827 0.0267043 -0.0153414 -0.0566683 0.0552062 -0.0122188 0.0100514 -0.052528 -0.006983 -0.0372319 -0.0739849 0.00469122 0.0749421 0.0632289 0.0221604 -0.0273323 0.0129141 0.0230575 -0.072149 0.0255723 -0.000530225 0.0081592
internal_weight=925.213 778.737 670.145 307.401 146.476 66.1118 362.744 108.593 333.984 161.733 65.3418 103.002 96.3914 52.9942 241.289 32.4048 20.4836 28.7597 84.622 229.411 172.251 139.861 43.1288 29.2584 23.5492 18.38 21.6708 59.8437 217.09 181.309
internal_count=4633 3439 2688 1501 1194 467 1187 751 1048 576 301 739 275 305 1034 232 120 139 670 1008 472 405 159 130 118 69 112 194 979 796
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 2 3 3 4 2 2 3 2 3 2 4 3 4 4 1 4 3 3 2 2 3 2 0 4 3
split_gain=66.9263 33.1082 46.4356 23.2524 25.0777 20.0669 37.962 14.4581 25.4444 14.3637 12.0328 11.6187 16.4395 10.0619 20.187 10.4762 12.9263 10.4194 9.68875 9.34068 9.04437 9.1785 10.7065 22.2293 13.566 11.824 11.2394 8.96375 18.9548 8.7173
threshold=90.937096262400004 75.994645973400011 70.348883899450016 95.217121606100008 37.232443001650005 -0.23557500000000001 0.091705000000000023 0.08759500000000002 39.427119987250002 -0.16164499999999998 0.63131000000000015 0.096480000000000024 0.05642500000000001 1.0000000180025095e-35 1.0000000180025095e-35 42.206017975500011 -0.225495 39.852039223600009 44.952171034750002 71.246828915000023 51.757767929250001 -0.25843999999999995 -0.15849499999999997 -0.15734499999999998 -0.094409999999999994 0.098510000000000028 0.22387500000000005 101.91675926715001 47.927946529500012 0.070640000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 5 -4 19 6 -3 13 -9 -10 20 12 -11 15 -15 -7 -17 -16 -1 -5 21 -6 23 -23 27 26 -26 -24 -29 -20
right_child=-2 2 3 4 10 7 -8 8 9 11 -12 -13 -14 14 17 16 -18 -19 29 -21 -22 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.10445732307831186 -0.112118283922902 -0.098189998478984894 -0.079509853653498885 0.089163393131043822 -0.11865736215766545 0.04629895197195931 0.069892980188297524 0.072296809052954422 0.12020912366358827 -0.027827175243672911 0.095925189578168257 0.013174867879589073 -0.20156911228512886 0.080375008626754674 0.064430845120598032 0.039038127614712814 -0.14016498474659725 -0.12007146834618576 -0.05547650878131604 -0.10219224581814744 -0.09350117856751021 0.18069864481305659 5.4030552818845472e-05 -0.039704089320007199 0.047210212017548783 -0.056969445526179968 -0.069311101733042502 -0.12608129681031427 0.024622913230865018 0.099835591836263338
leaf_weight=32.587433025240898 50.42700807005167 31.233542382717133 51.652099013328552 2.7779768407344809 5.9221476539969435 46.885094948112965 23.58231607824564 62.843814827501774 8.7264479547739011 50.810553833842278 13.804694913327692 76.768740266561508 6.0998205915093413 144.73727929592133 4.9436013102531424 8.3697089850902575 7.7544096484780303 8.0368552803993207 13.410149201750757 31.209193259477615 9.9451113939285261 10.04512105882168 40.33003656566143 8.4049088731408101 86.149699024856091 15.967066451907156 9.1581391394138318 21.988088883459568 13.451399169862269 4.947016902267932
leaf_count=368 554 225 430 8 44 147 67 171 18 225 38 284 44 407 14 29 59 55 73 273 82 24 177 44 334 99 55 204 64 17
internal_value=-0.000177499 0.00644368 0.0114117 -0.0180532 -0.00625935 0.0310719 -0.0258791 0.0384006 0.0192954 -0.00409417 0.0053448 -0.0122086 -0.0464493 0.056166 0.0696611 0.0223868 -0.0471442 -0.0498038 -0.0717261 -0.0865516 -0.00030403 0.00408 0.00761717 0.0802942 0.000448315 0.0226713 0.0360137 -0.0321883 -0.0688801 -0.0136219
internal_weight=902.969 852.542 801.598 320.806 269.154 480.792 54.8159 425.976 205.249 142.406 235.166 133.679 56.9104 220.727 157.718 63.0092 16.1241 12.9805 50.9446 33.9872 221.362 211.417 205.494 18.45 187.044 111.275 95.3078 75.7695 35.4395 18.3572
internal_count=4633 4079 3621 1876 1446 1745 292 1453 742 571 1165 553 269 711 476 235 88 69 458 281 1127 1045 1001 68 933 488 389 445 268 90
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 2 2 3 4 0 0 3 3 4 3 2 4 2 2 2 2 4 2 2 1 0 2 3 0 0
split_gain=58.4861 28.0581 39.7315 24.0421 17.8788 16.0433 30.1588 28.1576 23.4835 35.7178 27.5701 15.7346 15.4432 18.0999 15.29 17.2027 21.6983 13.3198 26.8611 11.702 11.6584 11.2195 10.5 13.1557 9.98 9.54602 10.9654 10.547 9.77402 15.6312
threshold=90.937096262400004 75.994645973400011 64.369753017350021 86.681267041950008 41.965446242000006 -0.24150999999999997 -0.15962499999999999 0.091705000000000023 43.521589032450009 105.7585659356 103.57284947555002 0.11636500000000001 0.081775000000000028 41.257948413050009 0.082025000000000028 -0.11692 43.847983878700006 -0.083834999999999993 -0.06828999999999999 -0.59496499999999986 -0.54488499999999995 42.388109226950007 -0.14510999999999999 -0.25572 57.772276765200012 101.80384402570002 0.70681500000000008 0.092675000000000021 93.972365491700018 94.770837556450019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 22 7 -7 -4 10 -10 25 14 -5 -14 24 -16 -17 -15 -19 -9 -21 -12 23 -3 -6 26 28 -27 -8 -30
right_child=-2 2 5 12 11 6 8 19 9 -11 21 -13 13 17 15 16 -18 18 -20 20 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.067715634656317539 -0.10880020807728007 0.032883655527706286 -0.11917877887079609 0.11028387163706724 0.039998937208640208 0.076621941876716115 0.026627595884271767 0.066523223727199571 -0.10518677845151383 0.048575939374733847 -0.11675228789741894 -0.20814532807370073 0.096957924627984041 0.070103475474326424 0.11827118880093762 -0.055134245128391726 0.11443950808864055 -0.17967866565026155 0.035057184245623978 -0.13729888492027359 0.043372000644869659 0.051208538846527887 0.050322849926930528 -0.1347417582707077 -0.14781409223698136 0.1088127509960391 0.10606588055495375 -0.039912706248776617 -0.10372510070663013 -0.0018126156849501516
leaf_weight=48.738490499556065 46.948265999555588 12.875410474836828 33.173824079334736 56.169443614780903 3.769065409898757 44.360400483012199 89.633731685578823 17.739070311188698 52.572454541921616 21.198844261467457 24.363772042095665 4.3358514085412017 30.850456714630127 14.508406788110731 12.031545922160147 33.48725750297308 9.7407843917608243 9.723071061074732 14.531040072441103 7.8242267146706563 6.5712382644414902 4.7528253570199004 109.80930214375257 7.3575365468859664 11.347349546849726 19.06706573814154 10.598453000187872 6.358333393931388 17.736365459859371 99.365946538746357
leaf_count=458 554 50 292 133 15 171 321 56 466 83 245 32 73 38 27 186 25 60 45 55 26 32 331 56 84 53 26 41 136 463
internal_value=-0.000199512 0.0059096 0.0104758 0.0368661 0.0157278 -0.00868216 -0.00100082 -0.0545536 -0.0109629 -0.0610017 0.00261467 -0.0232574 0.0712759 0.0398011 -0.0118665 0.0125122 -0.0169234 -0.00568904 -0.0510269 0.0121617 -0.0548263 -0.0893353 0.0381256 -0.0280719 -0.100986 0.0136431 0.00686061 0.0716198 0.00177479 -0.0172483
internal_weight=881.54 834.592 785.853 330.537 204.754 455.317 390.008 65.3084 345.648 73.7713 271.876 74.7119 125.782 69.613 70.376 55.2596 43.228 38.7625 24.2541 32.1345 14.3955 29.1166 130.042 20.2329 15.1164 242.76 217.334 25.4254 206.736 117.102
internal_count=4633 4079 3621 1155 806 2466 2037 429 1866 549 1317 369 349 216 337 238 211 143 105 137 81 277 437 106 99 1040 946 94 920 599
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 3 4 0 4 1 4 2 3 4 3 3 2 2 3 3 2 0 2 3 4 1 2 1 0 4
split_gain=51.2016 23.4855 33.398 21.1154 15.0321 16.8652 19.0832 27.1016 17.7854 15.6266 14.8672 15.7864 14.1802 15.7415 12.6351 14.2018 10.9785 21.3063 10.7107 14.3479 12.3682 10.5322 10.4888 11.8823 10.0421 9.80368 12.003 8.9108 15.8024 9.87669
threshold=90.937096262400004 75.994645973400011 64.369753017350021 86.681267041950008 -0.27118499999999995 -0.15849499999999997 42.620627117000005 104.03526427400001 42.371983470600007 65.130586668250018 41.873095646600007 -0.057599999999999998 0.081775000000000028 41.257948413050009 -0.22831499999999999 -0.25215499999999996 -0.083834999999999993 -0.06828999999999999 0.08079500000000002 0.08846500000000003 -0.23401999999999998 85.307464937250003 -0.14510999999999999 0.11636500000000001 48.393869453650005 84.232081685100013 -0.59614999999999996 58.309968391300011 85.121961326250016 38.396531328800009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 10 -4 14 7 9 -9 -7 22 18 -5 -14 15 -6 -15 -18 20 -20 -12 -21 23 -3 -1 26 -8 -24 29 -29
right_child=-2 2 4 12 5 6 25 8 -10 -11 11 -13 13 16 -16 -17 17 -19 19 21 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.093748109637250415 -0.10571461258134783 -0.085721354481284234 -0.11405632508026753 0.10633952320217997 0.074457510557556145 -0.15318477955901408 0.097575260472885728 -0.12363145990906735 0.2084454329332994 0.01674224859966823 0.043568700031752894 -0.11355598241113923 0.092352963307017893 0.065176933102659873 0.11457590095455968 -0.06294455755038704 -0.158790781178026 0.031998297089103359 0.072183680806058081 0.0958004203381701 -0.16438512120323889 -0.069421154919269062 0.15344105191493912 0.08328753222983086 0.0061582211350376176 0.010221834471328057 -0.068440722804244791 0.0036566043088906764 0.054910563132398685 -0.1864267882062608
leaf_weight=32.693323068320751 43.656928218901157 13.118501305580141 12.981728948652743 52.612362921237946 16.102595023810867 5.5379048585891715 4.5802799910306922 21.932561062276367 1.7408350333571423 237.60141621530056 4.6994206309318542 14.645784340798853 29.234601907432079 14.068103350698946 18.861827500164509 14.117431402206419 9.8910303041338903 14.33862476795912 26.752647951245308 4.872613005340102 7.3071002736687642 18.532257489860058 7.4779416024684897 6.0914999842643729 14.533388346433638 25.026061952114105 88.556497067213058 7.0780921280384046 86.012691378593445 4.4534096941351891
leaf_count=398 554 89 95 133 57 38 13 248 9 1029 19 97 73 38 56 95 60 45 90 15 59 103 13 16 60 140 686 28 248 29
internal_value=-0.000205398 0.00544325 0.00965101 0.0342496 -0.00802247 -0.00485122 -0.0118895 0.00292705 -0.099212 0.0128719 0.0144284 -0.020156 0.067417 0.0370937 0.0503537 0.0102695 -0.00508847 -0.0458856 0.001849 0.0221576 -0.0829908 -0.035024 0.0358111 -0.0321286 -0.0630033 -0.0453454 -0.0602764 0.0482382 0.0401731 -0.0697527
internal_weight=859.109 815.453 768.226 321.187 447.039 434.057 384.976 266.813 23.6734 243.139 201.042 76.8098 120.145 67.5324 49.0819 30.22 38.2978 24.2297 62.164 50.1575 12.0065 23.4049 124.232 19.21 47.2267 118.163 93.1368 105.022 97.5442 11.5315
internal_count=4633 4079 3621 1155 2466 2371 2163 1324 257 1067 806 383 349 216 208 152 143 105 286 208 78 118 423 105 458 839 699 318 305 57
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 4 4 4 4 2 3 2 0 1 0 2 1 2 1 2 3 4 1 1 1 0 2 4 1 0
split_gain=44.8686 20.9751 19.1186 19.9302 18.5244 14.5378 13.4859 11.8843 8.90465 10.3244 20.8721 14.879 12.2331 15.6517 18.7278 9.98258 9.17886 8.81347 8.43131 8.12284 11.8524 10.6244 9.71471 12.6568 9.63795 10.0422 10.1273 14.0229 10.8139 14.8412
threshold=90.937096262400004 31.914316944300001 42.783136484500005 75.381677519650012 103.57284947555002 42.684965421050009 42.620627117000005 40.722669576350008 51.757767929250001 -0.237895 0.091705000000000023 -0.15962499999999999 109.03310793845002 70.348883899450016 85.799452775150016 -0.096559999999999993 62.425997789000007 -0.095854999999999996 61.993156030000002 -0.22932499999999997 0.092185000000000031 35.476804824450006 78.27445846800002 69.999384342500022 81.573196594050017 101.91675926715001 -0.16164499999999998 42.081757894750005 64.369753017350021 87.380266155850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 19 -6 9 10 -4 16 13 14 18 -15 -11 -16 -13 20 -5 -22 23 -23 25 26 -21 28 29 -28
right_child=-2 2 8 4 7 -7 -8 -9 -10 11 -12 12 -14 15 17 -17 -18 -19 -20 24 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10832319684949486 -0.10281011842762428 -0.09617804039649977 -0.11146479893767446 -0.060766494846620146 -0.10591026994426296 0.090069616531368871 -0.12980751545579491 0.026079288894171222 -0.096470503733069479 -0.0042252152535591113 0.075200180470512343 -0.025729169466365911 0.073561458876344715 -0.12862331886171544 0.094427800205462931 -0.035751209631695542 0.086196003568318025 0.0054916260558958013 -0.1436749766821116 0.11082418991823136 0.12695806104021046 0.03044056619411159 0.085675497709395518 -0.13097339817932571 -0.098276061419521707 0.10182429758404843 0.032886527233080755 -0.036780340441487015 0.012139164322977172 0.10918763096064193
leaf_weight=16.005855739116669 40.561353247612715 15.047960028052328 23.884987227618698 27.190775662660599 18.381508693099025 32.107435673475266 5.8910417333245269 10.847470276057718 13.291506603360174 20.003169760107994 7.9953952804207793 15.879924036562445 12.837575376033781 19.635348364710804 16.363760963082314 28.189457885921005 25.587139442563057 34.923216581344604 9.8018036335706693 13.588913790881632 8.164266072213648 10.917396388947969 8.670097701251505 8.7522735595703107 5.9930923357605925 18.314346939325333 128.03547671437263 35.563495479524136 175.78508859872818 31.829428613185883
leaf_count=167 554 209 240 164 214 101 37 83 133 88 27 118 44 217 42 178 81 139 87 37 19 37 26 56 46 55 428 182 746 78
internal_value=-0.000205155 0.00500048 0.00731561 0.0173359 0.0204989 0.0249293 0.0205602 -0.0569263 -0.0170374 -0.0121291 -0.0646504 -0.00299037 -0.0193916 -0.0289538 -0.00103772 -0.0738816 0.0465229 0.0338678 -0.0707449 0.0224337 -0.0107848 0.0264451 -0.00251125 -0.0413827 0.0276056 0.0294771 0.0260337 0.0229298 0.0292564 0.0480782
internal_weight=840.041 799.479 783.473 555.08 540.032 510.803 478.696 29.229 228.393 215.102 31.8804 183.221 137.631 124.794 76.9687 47.8248 45.5903 51.287 25.6817 472.805 63.6948 36.504 28.3398 19.6697 409.11 403.117 384.802 371.213 335.65 159.865
internal_count=4633 4079 3912 2518 2309 2012 1911 297 1394 1261 267 994 825 781 386 395 169 181 205 1874 302 138 119 93 1572 1526 1471 1434 1252 506
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 4 4 4 2 1 1 4 2 3 2 0 1 0 2 2 1 4 0 1 0 0 1 4 1 2
split_gain=39.3375 17.8526 15.9071 17.1542 15.5111 12.5889 10.9724 10.5886 8.04336 7.72631 19.6511 7.68848 8.82939 17.8839 12.2555 10.1038 13.3058 15.6256 9.55805 7.9532 7.67783 7.73187 8.15326 7.58966 7.5594 13.2478 15.1046 14.0277 12.2993 10.1576
threshold=90.937096262400004 31.914316944300001 42.783136484500005 75.381677519650012 103.57284947555002 42.684965421050009 42.620627117000005 40.722669576350008 0.70681500000000008 58.309968391300011 59.240174904450008 51.757767929250001 -0.237895 0.091705000000000023 -0.15962499999999999 109.03310793845002 70.348883899450016 85.799452775150016 -0.096559999999999993 -0.083330000000000001 61.993156030000002 43.847983878700006 84.546631286350006 62.425997789000007 91.109157582800023 87.261973998100004 63.910026677050006 39.427119987250002 65.036490633650018 0.15684000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -6 9 -5 -11 12 13 -4 23 16 17 20 -18 -19 21 -16 -23 -14 25 26 27 -12 -28 -26
right_child=-2 2 11 4 7 -7 -8 -9 -10 10 24 -13 14 -15 15 -17 18 19 -20 -21 -22 22 -24 -25 29 -27 28 -29 -30 -31
leaf_value=-0.10252482707799521 -0.10004436260142352 -0.093297320212906973 -0.10625640856007851 0.1035321353531362 -0.10260200922994418 0.084814230199648774 -0.11684587071946953 0.023160424446389827 0.10517623584375627 -0.17060533514268261 0.079619861854005589 -0.09155127964483957 -0.0038036262656056426 0.068289620657715502 -0.10017923508752524 0.066858434367677147 -0.12558266975404841 0.065615261595649954 -0.032438515937136224 -0.014342653771583344 -0.13843988634101395 -0.060359018975554318 0.13471017342643918 0.078662879033473923 0.013276844438011776 0.062089739059598831 -0.22842265445193918 0.0037719930404130444 0.014100199802004752 -0.053581193394210129
leaf_weight=15.25948207080364 37.664288781583309 14.014949075877665 22.616757236421112 10.432846069335936 17.141075640916828 30.758971370756626 5.889841102063655 10.985332682728766 10.955175399780272 5.5449290648102751 31.405692957341671 12.63950055092573 19.998521469533443 7.927647538483142 7.1512652486562756 12.718550361692904 18.17472671717405 28.671570897102356 27.973235264420513 21.973995864391327 9.186887748539446 4.1395001858472806 4.441800594329834 25.251628898084164 177.95031380653381 86.77285335958004 4.5576188638806325 109.05626973509789 3.8639337569475174 26.050617702305317
leaf_count=167 554 209 240 29 214 101 37 83 28 41 89 133 88 27 68 44 217 85 178 96 87 39 11 81 788 263 40 433 20 143
internal_value=-0.000218514 0.00458026 0.00670767 0.0159062 0.0187864 0.0228256 0.0187901 -0.053483 0.0205023 0.0184664 0.016473 -0.0158022 -0.0112479 -0.0609539 -0.00279835 -0.0179505 -0.0268127 -0.00097417 -0.069122 0.0309233 -0.0658016 -0.0233852 0.0406115 0.0422164 0.0188324 0.0310325 0.0129316 0.0207307 -0.11715 0.00473917
internal_weight=821.17 783.505 768.246 545.38 531.365 503.239 472.48 28.1264 466.59 455.635 445.202 222.866 210.226 30.5444 179.682 134.432 121.713 75.565 46.148 50.6456 24.9195 15.7326 8.5813 45.2502 439.657 235.656 148.884 140.462 8.42155 204.001
internal_count=4633 4079 3912 2518 2309 2012 1911 297 1874 1846 1817 1394 1261 267 994 825 781 386 395 181 205 118 50 169 1776 845 582 522 60 931
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 2 3 0 1 2 1 3 1 3 3 3 2 4 0 2 1 3 2 3 3 1 1 3 0 3
split_gain=34.5424 15.5612 25.0527 16.7496 15.6742 11.2608 13.0727 9.64916 15.1666 9.51223 12.0331 13.8811 15.5791 11.1266 8.83687 22.7991 16.9951 13.6991 13.5219 8.7602 10.2479 9.10949 9.02207 8.5959 11.3221 12.7575 23.3911 7.49929 10.8061 9.25248
threshold=89.89935142405001 85.121961326250016 70.182199495350019 95.44832900530001 37.232443001650005 -0.23401999999999998 0.091705000000000023 97.886760529650019 78.27445846800002 -0.58835000000000004 58.309968391300011 1.0000000180025095e-35 55.887667615750004 0.079025000000000026 0.087795000000000026 0.092895000000000019 -0.051199999999999996 39.427119987250002 87.525442894850016 -0.076544999999999988 74.927328095600004 0.076835000000000028 -0.095854999999999996 -0.089139999999999997 0.090465000000000031 71.104340634100012 70.816675614150014 -0.098985000000000004 100.35207663525001 -0.24748499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 5 23 -5 6 -3 19 -9 -1 11 12 -11 -13 -7 16 18 -17 -16 20 22 -21 -6 -4 -25 26 -26 29 -29 -10
right_child=-2 2 3 4 7 14 -8 8 27 10 -12 13 -14 -15 15 17 -18 -19 -20 21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.10568279196960124 -0.089529880050301103 -0.093083447048369489 0.011519012403289673 -0.072290061030803932 0.0062587107539147273 0.047671006292219542 0.038751600728179715 -0.062423334088806161 -0.051114660520485848 -0.10594446856512015 -0.078992321335293714 0.18605575766738405 0.035881162813424426 0.0076361809673255055 -0.065025511377237818 0.088701641110707705 -0.1648880378095342 0.015929253177102184 0.05832187461974913 -0.043569614841455176 0.049691404347460937 0.095895204104091497 -0.1681072333401159 -0.12550549987507473 -0.078031998027310492 -0.1318065374127185 0.25085362792076465 0.09518002071775887 -0.011608378649853044 0.10877621360008034
leaf_weight=4.664487622678279 41.107025671750307 16.101489171385769 11.825736105442045 27.252734363079071 6.7184671014547366 177.98091226071119 14.114993281662462 35.853358596563339 4.821246154606345 17.536216709762815 42.882197741419077 5.5475366003811351 13.872066378593443 9.4480639025568944 21.338003024458885 37.401464447379112 9.3249265700578672 83.88359996676445 15.23146692663431 5.5559777095913878 17.104103773832321 29.822244681417942 5.3150045722723007 25.624151453375816 5.1598009094595891 5.7072052061557761 3.7227717041969299 10.691466651856897 83.347733546048403 14.515870027244089
leaf_count=13 612 113 63 261 30 625 45 229 33 205 391 9 95 55 111 94 59 315 45 25 55 79 38 302 43 55 11 31 546 45
internal_value=-0.000237577 0.0045771 0.00993343 -0.0119783 -0.000868627 0.0270388 -0.0314995 0.00823767 -0.0057325 -0.0335307 -0.0408035 -0.00551292 -0.0433045 0.0736415 0.0321634 0.0156539 -0.0443792 0.0383705 -0.0136504 0.0405517 -5.19891e-05 0.0739929 -0.0707561 -0.0634277 -0.0854673 -0.015148 0.0598071 0.012195 0.000532565 0.0689113
internal_weight=803.472 762.365 668.415 293.038 240.998 375.377 30.2165 213.745 149.23 93.9506 89.2861 46.4039 31.4083 14.9956 345.16 167.179 45.8944 121.285 36.5695 64.5158 29.1376 35.3782 12.0335 52.0397 40.2139 14.5898 8.88257 113.376 94.0392 19.3371
internal_count=4633 4021 3253 1846 1372 1407 158 1111 884 768 755 364 300 64 1249 624 215 409 156 227 123 104 68 474 411 109 54 655 577 78
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=1 4 4 4 0 0 4 4 3 2 2 4 2 1 1 2 4 0 0 1 2 2 4 2 0 4 1 0 0 2
split_gain=30.5908 14.4855 12.7194 17.0607 12.3326 10.1208 11.6271 8.85619 8.59423 11.2176 6.68792 6.57475 7.84703 9.70068 8.27192 7.28669 19.9889 9.49152 7.36135 13.9789 7.0949 6.78104 11.9252 10.8509 16.7015 16.1284 15.5603 11.9971 20.6834 9.03395
threshold=90.937096262400004 31.914316944300001 42.720329370750001 42.684965421050009 75.381677519650012 103.57284947555002 42.388109226950007 42.620627117000005 -0.222165 -0.15861999999999998 0.70681500000000008 35.119813570500007 -0.25105499999999997 78.27445846800002 75.629015667650023 0.23643500000000003 38.474425342400004 101.61296349840002 99.403050915200012 79.728914316550018 -0.25572 -0.117885 42.123054668150012 -0.064729999999999996 86.162394622750014 41.243661560350013 75.424692849750016 92.464140480550014 87.525442894850016 -0.054875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 8 10 9 -7 11 -6 13 14 20 17 -17 18 21 -20 -13 -14 23 24 25 -23 27 28 -26 -25
right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 -12 12 15 -15 -16 16 -18 -19 19 -21 -22 22 -24 29 26 -27 -28 -29 -30 -31
leaf_value=-0.096613957629302416 -0.095002949585868288 -0.088374994168316609 -0.014379018833192451 0.099843217125196448 0.060852591527603611 0.181247792755067 0.13235878442942106 -0.10622669492085518 -0.10445959020826451 -0.11985433646441385 0.099593477228925392 -0.012977770648606404 0.055404901972591347 0.059399948515522383 -0.17246622371334372 0.082952581135078723 -0.1143887688432185 0.087593068818546116 -0.11440562964908361 0.065955993314665742 -0.15263915152839749 -0.044134807459439346 -0.049136858734886664 0.097990175514946237 -0.11391828262091282 0.094012867799188451 0.096403660313967132 -0.10797698913617611 0.049242148483135018 0.028702670887555699
leaf_weight=14.082124251872299 32.654556341469288 12.312746472656725 220.19027215614915 22.311152391135693 30.662061601877213 2.7121918238699436 3.1581860780715934 5.8141565546393386 17.999232519418001 2.2752444669604364 9.8233948945999128 27.490716978907585 47.874073922634125 10.427966482937334 4.7890000343322745 8.3439465612173098 13.337175428867338 20.338894248008728 11.126511327922346 7.0011182203888884 4.1920980885624912 12.495822459459303 26.486514084041119 22.850886963307858 12.665506117045878 26.107028752565384 7.9996201843023291 23.062092050909996 20.098798766732216 106.61758121103048
leaf_count=167 554 207 1427 74 112 14 14 37 234 31 28 132 161 38 35 30 90 64 78 24 38 54 147 57 68 68 20 174 64 392
internal_value=-0.000242934 0.00385746 0.00576796 0.0142929 0.0104606 0.0129659 -0.0475542 0.0164086 -0.0722728 0.0438864 0.0179799 0.0161741 0.0128595 -0.025654 -0.0499725 0.0177892 -0.0384423 0.0213258 0.0171709 -0.0447477 -0.031457 0.0208359 0.0144308 0.0216913 -0.00262828 0.0492942 -0.0340317 -0.0527224 -0.0138298 0.0409318
internal_weight=787.301 754.646 740.564 520.374 498.063 485.75 26.1449 459.605 22.9867 4.98744 453.791 443.967 413.305 46.8998 36.4718 366.406 21.6811 344.724 324.386 18.1276 31.6828 306.258 258.384 231.897 102.429 38.6029 63.826 55.8264 32.7643 129.468
internal_count=4633 4079 3912 2485 2411 2204 293 1911 279 45 1874 1846 1734 243 205 1491 120 1371 1307 102 170 1205 1044 897 448 122 326 306 132 449
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=1 3 4 2 3 0 0 1 0 1 2 2 2 2 1 3 2 4 1 4 1 2 1 4 0 2 1 1 2 1
split_gain=26.8417 14.0536 11.8046 12.7998 22.9828 9.64799 13.3574 13.8347 13.8072 13.3397 12.6822 10.9405 12.7254 13.9296 9.97967 9.97751 13.5107 9.84777 13.7154 9.10851 13.1938 34.4225 12.4817 10.6757 8.62077 8.57191 11.3653 8.52919 8.90124 8.36717
threshold=90.937096262400004 -0.27297999999999994 49.247968080500009 -0.24150999999999997 0.091705000000000023 84.546631286350006 91.109157582800023 67.606656606400023 90.321439350550008 58.309968391300011 -0.013285 -0.16262999999999997 -0.059424999999999999 -0.016014999999999998 65.571493801650021 -0.20885999999999996 -0.21563499999999999 38.238138001450004 69.165962322050021 38.621016321050007 63.565904036300005 -0.14314999999999997 62.111448187750007 42.844429421150004 81.90387694410002 -0.15734499999999998 87.143681840350013 62.041548276350007 -0.09280999999999999 62.036171360100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 9 8 14 19 10 -5 15 17 -14 -8 -9 -17 18 -13 -7 22 -22 27 -24 -11 26 -4 29 -29 -21
right_child=-2 2 25 5 -6 6 7 11 -10 24 -12 12 13 -15 -16 16 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.067964905100091025 -0.092460571677170533 -0.084074140861011074 -0.069643232746676262 0.068495632055112429 0.022447818403499249 0.075572919258021745 0.040661826395736456 0.129658152037845 0.10607481253887857 -0.13220520754469278 -0.089114636794905833 0.13911497501325537 0.076834277418720176 0.0020951715884892238 -0.14107509529519391 -0.11667483224428184 0.10427962303714351 -0.0098596219259097367 -0.11953000279331516 0.012350522625735053 0.12596361260874217 -0.20871593341936645 0.07435080637860754 -0.027137845678813007 -0.01681601900720146 -0.11010665430351003 0.10288696997653667 0.039587159274683377 -0.072801272224929839 0.11542444743867715
leaf_weight=26.511660717427731 30.318260416388512 38.742333419620991 10.102508522570139 18.146961487829689 42.444948334246874 32.806712470948696 4.1749987974762908 13.312475346028807 23.791105411946774 13.758306756615641 7.1039021350443354 2.3319211006164577 34.772040497511625 88.165016513317823 10.936751030385492 5.1814445778727531 5.9399185106158239 93.883940167725086 16.971483871340752 91.268693447113037 5.0214522257447243 7.9205650165677053 63.055741868913174 12.403637930750845 12.230133853852747 14.558638535439966 6.137869417667388 10.265331417322157 22.477889738976955 8.6193084418773633
leaf_count=238 554 381 70 93 177 93 13 38 58 181 89 4 116 477 77 41 21 610 164 371 11 67 204 58 61 170 17 35 119 25
internal_value=-0.000231351 0.00353189 0.00617729 0.0088975 -0.0283841 0.0139043 0.0177487 0.00215601 0.0332312 -0.0276088 0.0241547 0.00755105 0.000959447 0.0232347 -0.0908657 0.0712512 0.00133691 -0.0232345 -0.0882848 0.0264039 0.0191061 -0.0788616 0.0251991 0.0576686 -0.0779032 -0.054387 -0.00443737 0.0067258 -0.0375664 0.0212447
internal_weight=773.356 743.038 716.526 685.727 81.1873 604.54 553.3 275.67 277.63 51.2393 25.2509 260.558 236.124 122.937 15.1117 24.4338 11.1214 113.187 19.3034 253.839 221.033 12.942 208.091 75.4594 25.9884 30.799 16.2404 132.631 32.7432 99.888
internal_count=4633 4079 3841 3584 558 3026 2602 1561 1041 424 182 1471 1371 593 90 100 62 778 168 983 890 78 812 262 242 257 87 550 154 396
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=1 4 1 1 0 3 0 4 4 4 2 2 2 4 0 1 2 2 3 1 0 1 2 1 0 0 4 2 2 4
split_gain=23.5486 11.796 10.194 11.6707 16.0283 9.89213 9.09451 11.0587 13.018 8.97889 8.88684 19.6696 18.4074 9.27036 27.2576 12.8182 8.88815 8.34655 7.35211 6.85354 6.7526 11.518 7.92248 7.1026 8.07598 12.855 13.7502 10.9884 11.4499 13.3124
threshold=90.937096262400004 31.914316944300001 54.884872733100003 64.369753017350021 86.09518316945001 0.08079500000000002 86.103248543850015 41.319407281650008 42.982930821650008 35.119813570500007 -0.24150999999999997 -0.160525 -0.59614999999999996 43.930205408700004 105.7585659356 81.573196594050017 -0.63026499999999996 0.70681500000000008 0.12001500000000002 62.084563606450011 104.09978726910002 78.537927364800012 -0.11534 65.130586668250018 97.886760529650019 96.631250582750013 40.621691032550004 -0.074029999999999999 0.022350000000000005 38.171717059500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 -6 -7 -8 19 -4 12 -12 16 15 -15 17 -5 20 -14 -9 21 22 -13 -24 25 26 27 -25 -29 -30
right_child=-2 2 3 10 5 6 7 8 -10 -11 11 13 18 14 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.09093797032018569 -0.089948030965115222 -0.11151298647961938 0.092812543180653767 -0.075642817516117983 0.081242582873499433 0.12229924943062601 0.057254649546776483 -0.089479948586145719 0.053537784704249136 -0.0088410630028797066 0.068551639745422152 0.047265219817212191 -0.098221285057714408 -0.1006095376509496 0.045962623305292931 -0.075170805054729728 0.075717895955573641 0.099033333137155122 0.075456415259078466 -0.0055031407416005823 -0.12094255616828897 0.062313123254605168 -0.12375666001269647 -0.055131963971195602 -0.061680210043005668 0.056254275654522318 -0.073356371043483845 0.078836207737772251 0.054293809239936076 -0.099434794999554349
leaf_weight=13.059968713670967 28.160522051155567 7.4361476413905612 9.2555789239704591 5.3045268505811718 47.180433914065361 9.1385923624038679 42.619234219193459 17.722537353634834 21.392551496624947 141.98212051391602 38.139667175710201 26.226911842823029 32.912446949630976 33.574603702872992 20.394915916025639 20.56902277842164 14.442232850939034 9.4933924749493581 2.6323258578777304 21.518379278481007 4.2913337014615527 30.854756392538548 5.4951954483985892 19.495641313493245 23.752482794225216 32.456480614840984 29.551291797310114 26.095315404236324 11.913083575665953 10.685954727232454
leaf_count=167 554 137 34 37 160 22 137 93 65 811 146 95 316 402 85 222 48 29 8 81 54 114 41 124 148 96 223 79 40 65
internal_value=-0.000217892 0.0032455 0.00496216 0.00618362 0.0207062 0.0428142 0.0266824 0.0182197 -0.00921802 -0.00261998 -0.00514948 0.000847979 -0.0423535 -0.00762239 -0.0452204 0.000465692 0.0350582 0.00722075 -0.0853593 -0.0434299 0.00327355 0.00573538 -0.00366662 -0.0120443 -0.00805679 0.00172594 -0.016381 0.00831022 0.0337104 -0.0183968
internal_weight=757.748 729.587 716.527 709.091 310.809 159.572 112.391 103.253 60.6335 151.238 398.282 342.99 55.2915 304.85 53.9695 250.881 19.7468 230.312 35.5448 39.2409 220.818 216.527 185.672 159.445 153.95 130.198 97.7413 68.19 48.6944 22.599
internal_count=4633 4079 3912 3775 1403 558 398 376 239 845 2372 1963 409 1817 487 1330 85 1108 324 174 1079 1025 911 816 775 627 531 308 184 105
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=1 3 4 4 2 3 2 3 3 0 0 0 4 1 3 3 4 2 2 1 4 4 2 2 1 2 3 2 4 2
split_gain=20.6489 10.9878 9.30524 9.52079 8.48125 17.2752 7.24127 13.1861 25.9282 10.8528 10.9961 11.5631 11.3156 24.5613 12.3039 13.8966 10.1375 9.49856 12.6492 10.505 10.256 12.1397 8.9501 7.51596 10.9644 8.60463 12.4566 11.0573 8.11848 7.50608
threshold=90.937096262400004 -0.27297999999999994 32.724174661450007 49.247968080500009 -0.24150999999999997 0.091705000000000023 -0.16164499999999998 -0.15544999999999998 1.0000000180025095e-35 84.226704768850013 91.109157582800023 90.321439350550008 38.621016321050007 64.369753017350021 0.087795000000000026 0.090235000000000024 43.477771593600004 -0.059424999999999999 -0.016014999999999998 67.181880221750006 38.238138001450004 35.119813570500007 -0.079369999999999996 0.059500000000000011 71.397382570300024 0.075080000000000022 0.11458500000000002 0.12419000000000002 40.858951393400005 -0.075639999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -6 -9 -8 11 12 -11 14 22 -16 -15 20 -19 -20 21 -12 -14 24 -21 -25 27 -27 -29 -24
right_child=-2 2 3 -5 6 -7 9 8 -10 10 17 -13 13 16 15 -17 -18 18 19 23 -22 -23 29 25 -26 26 -28 28 -30 -31
leaf_value=-0.06166878634006933 -0.087447658294626709 -0.082379804921531741 -0.074394245791569544 -0.049440564787600783 0.10199167030917577 0.021621386805700107 -0.050939379655023244 -0.13735747026903547 0.064304440886254782 0.078552231766953862 0.027019544378999994 0.10017674191859841 0.0093484277878416022 -0.26478988400886599 -0.092302924472052281 0.010930490448216361 -0.017387069055242059 0.066520851448110291 -0.15799767050162622 0.034589460036084006 -0.010559129258789173 -0.15391160355389943 0.11229522027245245 0.083015143341219844 -0.12426486747239368 -0.16314304723715081 0.10065911244035548 -0.044893661232251927 0.053371580755224413 0.038350932230561095
leaf_weight=25.35142795369029 26.172330286353827 11.877695187926291 34.401234079152346 28.718317165970802 24.851229339838028 41.157473240047693 27.766614194959402 9.111741606146099 21.232334159314632 30.245341159403324 5.4947827905416515 20.292452342808247 40.406727597117424 4.3547344245016566 15.401670977473257 85.02744548022747 2.6727536842226982 36.286784492433071 4.199731618165969 7.7952476739883449 95.229496076703072 11.40636048838496 24.696030631661415 16.147796623408794 9.8166642449796182 5.1001810543239108 9.7082680538296682 20.995353043079376 14.02334303408861 30.909969739615917
leaf_count=238 554 138 351 257 82 172 245 127 81 88 37 52 178 37 89 333 23 124 38 41 629 117 83 43 87 49 32 133 60 115
internal_value=-0.000207288 0.00298755 0.00536542 0.00690385 0.00939813 -0.0220937 0.0135495 0.0479821 0.00374925 0.00988044 0.0133254 0.0277681 0.0214812 0.0129976 0.0195691 -0.00490124 -0.170696 -0.00220585 0.0168579 -0.00367041 -0.0233 -0.0950885 0.045165 0.0040836 -0.053954 0.0195766 -0.00098227 -0.0255782 -0.00554305 0.0711915
internal_weight=740.852 714.679 689.328 677.45 648.732 75.5587 573.173 55.1953 30.3441 517.978 490.211 254.007 233.715 203.469 196.442 100.429 7.02749 236.204 124.073 87.7866 112.131 16.9011 96.0127 83.5869 17.6119 65.9749 49.8271 40.1189 35.0187 55.606
internal_count=4633 4079 3841 3703 3446 523 2923 290 208 2633 2388 998 946 858 798 422 60 1390 607 483 783 154 376 445 128 317 274 242 193 198
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=1 3 1 0 0 4 3 1 1 1 2 3 0 1 1 4 3 1 0 4 3 3 0 3 2 3 3 0 4 0
split_gain=18.0944 9.07264 8.24774 12.3222 10.5645 9.09434 6.99216 9.0553 22.2141 6.64594 6.31924 13.9839 11.1029 6.94977 10.1649 7.42774 9.3641 6.42366 6.05208 5.77368 5.63658 5.62145 5.53202 6.97745 8.65874 21.3178 8.25651 6.95212 6.65424 8.5245
threshold=90.937096262400004 -0.27297999999999994 70.348883899450016 95.44832900530001 85.990333302400003 37.232443001650005 -0.089139999999999997 71.053259929650025 70.816675614150014 71.246828915000023 -0.094409999999999994 0.074735000000000024 104.22883325935001 83.116371560950014 78.537927364800012 40.890797847750008 0.093635000000000024 82.299080289250014 85.931187223550012 48.914776625700007 0.098950000000000024 0.088145000000000015 93.972365491700018 0.08079500000000002 0.15684000000000003 0.099855000000000027 1.0000000180025095e-35 94.770837556450019 41.243661560350013 86.103248543850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 4 6 18 9 -4 8 -8 -5 11 17 13 14 15 16 -13 -7 -3 -1 21 -17 23 26 28 -26 -6 -24 -25 -30
right_child=-2 2 3 5 22 10 7 -9 -10 -11 -12 12 -14 -15 -16 20 -18 -19 -20 -21 -22 -23 27 24 25 -27 -28 -29 29 -31
leaf_value=-0.076082059452032724 -0.08494490134911728 -0.0029590175219774591 0.019097055328013222 0.088431412398506812 0.01884252820250765 0.0030405587780998069 -0.12218669412845873 -0.1218855703814314 0.16196054832927903 -0.077903293956558928 0.022332846566805634 0.030115149565047402 -0.12318245913468434 0.060935330643161451 -0.12825669382303603 0.035145404068792969 -0.16546856302262358 0.11225796646404268 -0.098235251274993385 0.061736003924862816 0.099757867033522116 -0.10330701621740601 -0.089020843024695095 0.047556441799600835 -0.18576488025416668 0.045679853849573945 0.088671602941371941 0.03769343034353833 0.090977220471205891 -0.0051237008505753447
leaf_weight=21.386196199804548 24.344095073640347 143.93083620071411 8.8311072550713998 2.7174155116081264 31.119111768901348 11.26485535874963 7.0225577205419558 20.197357024997473 4.5235854722559452 20.701271489262581 115.96893234923482 4.4159728884696978 12.328072264790533 9.2770862057805044 9.0498127713799459 8.7663391754031199 5.4928094670176506 10.317396339029072 6.9909058287739745 3.5434187650680533 7.0227100551128379 4.4067181199789038 9.1022067479789275 76.845779851078987 6.7831098958849934 9.6291379779577237 37.142851747572422 8.257975369691847 10.548340387642382 73.867718376219273
leaf_count=225 554 950 50 8 125 61 83 288 17 256 558 16 162 37 114 46 40 35 44 13 19 28 57 256 57 31 138 37 33 295
internal_value=-0.000189558 0.0027519 0.00493506 -0.00894012 0.0137215 0.000331526 -0.0596072 -0.0815029 -0.0108626 -0.0586024 0.00729109 -0.0138935 -0.0384545 -0.0168873 -0.0353262 -0.00739016 -0.0783042 0.0552519 -0.00737235 -0.056493 0.0274029 -0.0111704 0.0258126 0.0296637 0.0192233 -0.0499752 0.0568381 -0.0287448 0.0262659 0.00688474
internal_weight=725.796 701.452 676.522 262.304 414.218 221.729 40.5746 31.7435 11.5461 23.4187 198.311 82.3418 60.7595 48.4314 39.1544 30.1045 9.90878 21.5823 150.922 24.9296 20.1958 13.1731 263.296 245.936 177.674 16.4122 68.262 17.3602 161.262 84.4161
internal_count=4633 4079 3841 1818 2023 1380 438 388 100 264 1116 558 462 300 263 149 56 96 994 238 93 74 1029 935 672 88 263 94 584 328
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=1 4 1 1 0 3 4 4 3 3 3 1 3 3 3 1 3 0 2 2 0 3 3 3 3 0 0 2 3 3
split_gain=15.8267 8.11385 8.25105 8.05181 11.3506 10.1001 8.97352 8.39082 7.67299 7.11019 10.2146 11.8924 9.21576 9.04695 12.0718 10.6075 8.30501 8.42745 8.44433 8.04677 7.09283 6.64774 9.35302 10.4465 13.1687 8.00107 8.09013 6.91276 6.12089 19.0814
threshold=90.937096262400004 31.914316944300001 54.884872733100003 64.369753017350021 86.681267041950008 0.081775000000000028 41.257948413050009 43.157831852650006 0.10131500000000003 0.12001500000000002 0.42293500000000012 61.966271448700006 1.0000000180025095e-35 0.078385000000000024 0.082025000000000028 61.966271448700006 -0.15148999999999999 85.823648898300021 -0.23353499999999996 -0.25572 86.162394622750014 -0.27118499999999995 -0.17949499999999999 -0.22831499999999999 -0.25215499999999996 113.1679565431 85.705356740550016 -0.16533 0.087795000000000026 0.091510000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 -6 -7 8 -8 12 11 -11 16 -14 15 -15 17 18 -4 -18 -19 -5 23 24 -23 26 -24 -26 -16 -30
right_child=-2 2 3 21 5 6 7 -9 -10 10 -12 -13 13 14 28 -17 19 20 -20 -21 -22 22 25 -25 27 -27 -28 -29 29 -31
leaf_value=-0.080391200497651208 -0.082428041788338222 -0.10956220414857437 -0.037491736563401053 -0.084339479806591067 0.090159957056069356 0.071942406578249213 -0.069134010504100771 0.070388300860223948 0.057538155172579097 -0.031475972721089131 0.061155302061303152 -0.24681358620697258 0.12034749175207041 0.033938310507782343 0.053906889127264018 -0.23173389824778379 0.12416408740868401 -0.16044178964068559 0.094635052221971605 -0.09193104416925349 0.032141232721938286 0.072476956513050972 -0.11605347960543642 0.11636861259598455 0.0042626315841698195 -0.1386851229228184 -0.0038063816619200923 -0.15310993962847419 -0.089352108289546983 0.031122152074389838
leaf_weight=11.611684806644915 22.665966138243675 6.347807101905345 7.9613785967230841 10.205510661005972 33.667740195989609 21.717638254165649 19.959703981876377 9.6199432834982854 6.2885173857212058 6.6655598878860456 4.7805393636226645 4.1685844883322716 8.9027361795306188 2.5879281163215628 42.172593053430319 3.5844047479331493 1.8853080868721033 4.5376644581556311 12.325934175401926 20.038548421114683 3.3055677711963654 13.532233998179434 6.553974423557519 13.19281781464815 5.5954504907131177 4.615375503897666 316.57091778516769 5.5694761648774183 16.430205479264259 65.787436619400978
leaf_count=167 554 137 52 86 131 73 99 26 18 30 14 33 22 13 171 32 6 34 51 233 12 46 106 37 33 51 1963 50 109 244
internal_value=-0.00020538 0.00249485 0.0039132 0.00498474 0.0173089 0.0466499 0.0212116 -0.00950518 -0.038786 0.00425669 -0.060604 -0.11433 0.00960062 0.0228113 0.0161606 -0.120343 -0.0272081 0.00875182 0.0427844 -0.0733483 -0.0792768 -0.00473424 -0.00251229 0.0445267 0.00614987 -0.00795046 -0.0060831 -0.0742406 0.022934 0.00704682
internal_weight=712.849 690.183 678.571 672.224 296.388 91.2535 57.5858 35.8682 26.2482 205.134 15.6147 10.8341 189.52 139.465 130.563 6.17233 50.0544 28.1305 20.2873 21.9239 7.84323 375.836 365.63 37.89 24.6972 327.74 323.125 11.1649 124.39 82.2176
internal_count=4633 4079 3912 3775 1403 347 216 143 117 1056 77 63 979 591 569 45 388 149 103 239 46 2372 2286 166 129 2120 2069 83 524 353
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=1 1 1 0 4 4 3 3 3 2 3 3 3 0 1 1 0 0 1 0 3 1 4 4 3 2 0 4 4 4
split_gain=13.8371 7.18117 7.08111 11.6844 8.41933 8.49039 8.1377 18.5129 11.3915 9.86279 7.57423 8.48397 7.94454 7.51723 7.46839 8.26378 6.56388 6.45375 6.35235 12.885 7.36353 6.76068 6.33188 6.32577 9.40433 5.84533 6.64402 5.78207 20.0517 5.71846
threshold=90.937096262400004 54.884872733100003 70.348883899450016 95.217121606100008 40.300545846000013 42.580420142950011 1.0000000180025095e-35 0.079470000000000027 -0.10696499999999999 -0.017745 0.091705000000000023 0.12001500000000002 0.086255000000000026 103.37390357390002 58.613764160050003 61.998532946250002 96.082805124100005 86.624809421150005 80.677940036650014 100.19345760555002 0.075320000000000012 81.761388663200009 42.123054668150012 44.749265482150008 0.078385000000000024 -0.22573999999999997 96.082805124100005 48.109449608500007 48.914776625700007 38.474425342400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 13 10 8 -8 9 14 12 -12 -6 16 -3 17 -5 -16 19 25 -20 -22 -10 -23 -25 -7 -27 -2 -29 -9
right_child=27 2 3 4 5 18 7 29 22 -11 11 -13 -14 -15 15 -17 -18 -19 20 -21 21 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.10857960348686435 -0.10689901561049907 0.041193254268153762 -0.061757490907022011 -0.14434489998827316 0.020820143314003735 0.074940420186133866 0.087077591295700765 0.040517831031985259 -0.032386317189865434 0.075037105330727355 -0.045187832825203021 0.073302266748456787 0.10311908497267655 -0.093919650017068521 -0.14989608798335541 -0.010152012016699935 -0.0049319452340853059 0.046197831493536713 0.068560091329175482 -0.11953596168025088 0.11655560830497574 -0.1205681487475558 -0.14505842048003573 -0.1174343878814622 0.053913105895702841 0.079990126205464765 -0.077702241939113736 0.36448907233485178 -0.11000299952512152 0.0038349633310886394
leaf_weight=5.7930507138371459 16.680947441607717 15.84208710119128 36.959265816956758 3.5874678567051879 24.011036526411772 7.774471607059243 35.277626980096102 51.696791350841522 11.496398415416481 15.209603253751991 17.98756288737059 9.099721819162367 22.931838802993298 14.175631210207937 8.9895432852208597 26.150612350553274 57.614634729921818 2.0636387243866912 16.010243851691484 13.335047792643307 3.2045617103576687 6.5914587974548366 8.8098167069256288 4.772563222795724 9.7403962239623052 3.692317157983779 9.6672559380531293 1.2318311631679524 3.2152854725718498 238.78685463219881
leaf_count=137 468 109 430 30 124 28 146 206 86 51 105 36 69 260 145 136 322 7 54 120 9 92 88 68 41 18 70 15 71 1092
internal_value=-0.000187601 0.00228412 0.00323491 -0.00966137 -0.00107321 0.0127185 0.0113637 0.0186709 -0.015515 0.00404698 0.036726 -0.00538218 0.0610236 -0.0283022 -0.0163077 -0.0407927 -0.0131039 -0.113285 -0.0110457 -0.0425661 0.0159012 -0.0187806 -0.0812689 -0.0393305 -0.00243424 0.00599997 -0.0341192 -0.079888 0.0214292 0.0103633
internal_weight=702.4 681.271 675.478 261.155 224.196 148.818 414.323 325.761 88.5617 68.2555 74.0302 27.0873 46.9429 75.3777 53.0459 37.2038 61.2021 11.0532 74.7883 34.4691 40.3192 24.309 20.3062 21.1044 14.513 21.134 13.3596 21.1281 4.44712 290.484
internal_count=4633 4079 3942 1876 1446 834 2066 1444 622 448 334 141 193 612 397 288 352 152 500 236 264 210 174 201 109 116 88 554 86 1298
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=1 4 1 1 0 2 3 2 2 2 4 1 1 4 1 4 0 4 2 2 2 4 3 2 0 0 0 3 4 2
split_gain=12.2297 6.68368 6.5663 6.09865 9.0246 5.75402 14.0495 12.3342 9.20431 8.54758 8.30009 13.2546 6.27801 13.517 11.9246 9.45136 9.17648 9.07561 6.07993 8.36654 6.10549 7.42311 6.29258 5.75798 8.18569 8.96488 8.53342 6.72657 5.85964 5.35401
threshold=90.937096262400004 31.914316944300001 54.884872733100003 64.369753017350021 88.350799540950007 -0.24150999999999997 0.083905000000000021 -0.15962499999999999 -0.59496499999999986 -0.54488499999999995 49.247968080500009 89.721913187450014 66.235542959850008 38.621016321050007 66.859265246100009 43.118479346150004 91.886121982450007 37.995872310650007 -0.059424999999999999 -0.016014999999999998 0.048475000000000011 41.087689990200012 -0.245505 -0.068964999999999985 96.978061681550017 93.047535894850014 100.01333091085002 0.092385000000000023 38.238138001450004 0.075080000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -7 -8 -10 12 -12 13 -9 -14 -15 17 -16 23 -20 21 -21 -22 24 25 -18 -26 -28 -27 -24
right_child=-2 2 3 5 -6 7 8 10 9 -11 11 -13 14 15 16 -17 18 -19 19 20 22 -23 29 -25 26 28 27 -29 -30 -31
leaf_value=-0.075801615560595656 -0.077806499768173595 -0.10770486234569301 0.0095931247123079658 -0.11363747619403008 0.071566822368324068 0.053665619035163863 0.049612395234647166 0.016464352809921558 -0.12403974664914841 0.019257801955695895 -0.12384086145881637 0.13008049023094709 0.090594347191365637 -0.22620486068880502 0.057518831957268195 -0.03013089653425436 0.073175093247723755 -0.14792785446454979 0.060720572181058557 0.010584657895249219 -0.10716938562726752 -0.15170070279029713 0.061835541668705855 -0.10646251954196258 0.059273005152560058 -0.15900838599435174 0.0035852900128013052 -0.10841266363404956 -0.046158968817926388 -0.00015721696083127059
leaf_weight=10.845468170940874 19.734578402712941 5.282163079828023 260.89121570438147 15.844531651586292 25.822749994695187 38.632456306368113 17.998114168643951 12.394617751240732 8.4610043987631816 8.19371749460697 11.999868009239433 2.4807122424244872 14.324006386101244 5.5860591121017915 2.9390138387680045 4.3907866552472115 5.5154738724231569 8.0112676657736284 31.655077822506428 5.8102903626859312 4.2253526635467997 5.4739762172102928 20.032892588526011 6.645043618977069 24.065135337412357 5.4764109812676898 26.907779034227133 6.6973125152289859 28.791313230991364 45.741411652415991
leaf_count=167 554 137 1311 218 92 156 67 50 72 52 186 7 39 46 9 34 15 88 113 33 46 53 76 62 86 54 205 72 274 259
internal_value=-0.000217423 0.00206407 0.00334303 0.00423856 0.0151748 -0.0042752 -0.0356318 0.000707317 3.52554e-05 -0.0535408 -0.00662139 -0.0803408 -0.00258826 -0.0532742 0.00209132 -0.139913 -0.00346914 -0.0927867 0.00103724 0.017106 0.000120797 -0.0681397 0.0111247 -0.0163961 -0.0102548 -0.0451491 0.0138167 -0.0187353 -0.0641937 0.0187239
internal_weight=690.87 671.135 660.29 655.008 286.714 368.294 50.4974 317.796 34.6528 16.6547 279.164 14.4806 264.683 22.3715 242.312 9.97685 227.988 10.9503 217.037 112.939 81.2839 11.2843 69.9997 104.098 97.4534 39.7832 57.6702 33.6051 34.2677 65.7743
internal_count=4633 4079 3912 3775 1403 2372 409 1963 191 124 1807 193 1614 130 1484 80 1445 97 1348 580 467 86 381 768 706 343 363 277 328 335
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=1 3 4 4 4 4 4 0 1 3 4 2 2 4 2 0 1 1 1 1 0 0 3 4 4 4 4 0 0 2
split_gain=10.6516 6.08435 5.71297 13.9268 5.15363 7.50146 11.7302 7.2631 6.79559 9.83018 13.8442 8.3587 6.13532 7.10825 5.96543 5.97999 13.4857 5.88818 7.28484 10.7604 11.8852 10.435 16.9062 10.4093 7.5929 9.36087 7.64626 6.91344 6.88986 6.40895
threshold=90.937096262400004 -0.27118499999999995 48.109449608500007 48.914776625700007 49.247968080500009 47.927946529500012 45.700098835450007 78.252950803000019 83.602982482550019 -0.098985000000000004 44.749265482150008 -0.11534 -0.15734499999999998 49.960114208400007 0.63131000000000015 79.271876434400014 59.240174904450008 83.116371560950014 71.053259929650025 70.816675614150014 93.972365491700018 95.988709089550014 -0.089139999999999997 40.574766824850009 41.243661560350013 41.835830569250014 42.580420142950011 100.19345760555002 98.230883170350012 0.063030000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 -3 14 11 -11 -10 13 -6 15 -9 -17 18 19 20 -18 22 -20 28 -25 -26 -27 -28 -23 -29
right_child=2 4 3 -5 12 -7 -8 8 9 10 -12 -13 -14 -15 -16 16 17 -19 21 -21 -22 23 -24 24 25 26 27 29 -30 -31
leaf_value=-0.046096828274749653 -0.10574044052622207 -0.052831602168028804 0.26843055327988646 -0.10831659583978211 -0.09380463297896946 0.060334283301218199 -0.073821655400978486 0.10460233810708496 0.17149855610587728 -0.11422898339452557 0.17074438451657015 -0.075661561957730647 -0.099174833079245503 0.052391550793830399 0.084192243386872104 -0.14977332710911415 0.018499874961165889 0.12261181261566699 0.046382363973299652 0.13683113336689345 -0.063623221441080582 0.010185344402893376 -0.12400297893366684 0.078025398917065225 -0.092447307230913281 0.066526691314681807 0.037909508822310908 -0.11157038009133352 -0.061057238346045872 0.066291688943863739
leaf_weight=25.440035831183195 14.173971928656103 20.270940482616425 1.5257376357913006 2.7490946613252163 5.1191714666783836 24.054010052233934 19.053500767797232 6.4488070569932452 3.3126838281750679 15.359852194786072 1.9175679087638862 2.3312046770006445 10.449875790625809 9.4931230172514898 10.746830340474842 5.3808598667383185 315.26395815238357 4.5511399284005156 8.7405810654163378 7.2766471654176703 18.666258577257395 23.65916708111763 17.448797937482595 20.680295512080193 8.0870186761021596 22.075035847723484 11.888576425611975 8.8561264798045141 31.847732905298471 2.6268161833286277
leaf_count=257 468 329 15 71 39 92 193 20 15 227 3 32 168 48 41 46 1347 15 38 23 147 105 253 68 47 73 47 109 288 9
internal_value=-0.000234272 0.00185735 -0.0751799 0.0261489 0.0037767 0.00560108 0.00335628 0.00594777 0.00812538 -0.0451714 -0.0826007 0.0694092 -0.0406672 0.00117418 0.0104557 0.00891244 0.00769543 0.00938443 0.00834782 0.0165308 0.0139093 -0.0095604 -0.0671377 0.0020639 0.0265623 0.0066818 0.0243214 -0.0155426 -0.0306909 -0.070883
internal_weight=679.495 661.047 18.4488 4.27483 635.607 610.544 586.49 567.437 547.166 22.9213 17.2774 5.64389 25.0622 14.6123 524.245 513.498 507.049 501.668 497.117 341.207 333.93 155.91 26.1894 129.721 74.2139 53.5336 45.4466 23.3715 55.5069 11.4829
internal_count=4633 4079 554 86 3822 3567 3475 3282 2953 277 230 47 255 87 2676 2635 2615 2569 2554 1517 1494 1037 291 746 353 285 238 165 393 118
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=1 4 1 4 4 4 2 3 4 3 4 4 2 2 1 2 2 4 0 1 1 1 4 1 1 3 3 0 0 1
split_gain=9.39811 5.59876 5.52734 5.24476 9.93861 4.77616 4.69181 12.6151 6.44996 6.85655 10.0791 5.66765 8.25027 5.64556 4.5821 4.51664 8.9736 5.5305 5.9261 6.73563 3.0363 15.0067 8.51923 8.3328 7.02595 4.76671 8.71013 8.39226 6.99807 6.41705
threshold=90.937096262400004 29.850823923150003 54.884872733100003 48.109449608500007 48.914776625700007 51.757767929250001 -0.237895 0.091705000000000023 35.476804824450006 0.095830000000000012 39.955516828000007 44.202975721700007 -0.24150999999999997 -0.59087999999999996 89.721913187450014 -0.26416999999999996 -0.27494999999999997 38.804629908750009 98.51854819030001 65.036490633650018 71.053259929650025 71.504920895500007 37.232443001650005 70.816675614150014 70.348883899450016 -0.24748499999999998 -0.15849499999999997 95.550490414250007 97.886760529650019 78.537927364800012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 7 11 -9 -10 -11 12 15 -12 -7 16 17 -4 19 -19 23 -22 -23 24 -8 -24 -27 -28 -29 -30
right_child=3 2 5 4 -6 14 20 8 9 10 13 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 25 -25 -26 26 27 28 29 -31
leaf_value=-0.093172651225960926 -0.10516672317099758 -0.10658497609268587 -0.15668445285843061 0.19896104659953068 -0.10747490739559536 -0.1133047139200514 0.012552921421672468 0.11416501661165078 0.057077348830609456 -0.16765657854694038 0.049294746036207968 -0.12039133992986611 0.11245285084036877 -0.080147222259003018 0.067848585698512293 -0.11742791691635629 0.16448410750014719 -0.055765740076650042 -0.12359730748702612 0.1361519565987678 -0.10544895939896204 -0.072018998893025751 -0.066258482520697617 0.1169389513097745 -0.090094802137949709 0.089586706503048175 -0.1219033069202214 0.047177724957093929 -0.046928993153178118 0.013208366309136297
leaf_weight=6.1657763682305804 12.891532743349673 4.6056227609515181 3.8570172954350772 1.8322308585047711 2.5059682689607143 6.2829198352992517 355.91751619055867 6.2850099205970755 13.962172916159032 4.4126406461000469 9.7225011400878412 10.827671948820351 3.3335463553667095 5.156459003686904 1.7952445596456525 7.9173483513295642 2.1593948677182189 3.9147602319717389 3.5412354543805122 3.4318775832653046 13.250975400209425 13.225877379998563 7.4938417747616759 7.5260760970413676 6.7954796552658072 14.333250384777783 4.8255720138549796 40.021851114928722 24.34776458516717 65.418552860617638
leaf_count=113 468 137 55 15 71 126 1705 19 54 38 32 170 9 34 7 88 6 34 54 10 194 170 57 28 82 46 78 141 150 442
internal_value=-0.000264969 0.00166574 0.00257323 -0.0731611 0.0219478 0.00335906 0.00433617 -0.0185383 0.0212611 0.00370207 -0.0349279 -0.0589053 -0.0352596 0.00443528 -0.0730463 -0.0550973 -0.025904 -0.0537864 -0.0173349 0.0338859 0.00758325 -0.00295726 0.00504735 0.0127908 0.0106298 0.0115627 0.0154781 0.00758721 0.0124017 -0.00310299
internal_weight=667.758 650.528 644.362 17.2297 4.3382 639.757 631.678 78.5216 39.5388 33.2538 19.2916 38.9829 28.1552 14.879 8.07816 24.8216 16.9043 14.7449 10.8879 7.34664 553.157 182.918 169.667 370.239 362.713 156.441 148.947 134.614 129.788 89.7663
internal_count=4633 4079 3966 554 86 3829 3696 603 177 158 104 426 256 66 133 247 159 153 98 44 3093 1278 1084 1815 1787 914 857 811 733 592
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 4 1 2 2 3 3 4 2 3 3 4 4 2 3 3 3 1 4 2 1 2 0 1 4 1
split_gain=8.2823 4.86783 4.88169 4.84307 7.56456 4.16833 4.09663 3.95767 10.6514 6.34275 5.69542 8.5245 6.77859 8.52163 12.3773 7.33193 6.27305 6.63862 5.59645 5.04784 5.11291 5.0467 9.98987 7.42941 4.90454 5.50559 4.71462 10.0206 6.48474 5.90938
threshold=90.937096262400004 54.884872733100003 29.850823923150003 48.109449608500007 48.914776625700007 51.757767929250001 89.721913187450014 -0.22386500000000001 -0.15962499999999999 -0.225495 0.091705000000000023 38.804629908750009 -0.24150999999999997 -0.15544999999999998 1.0000000180025095e-35 40.00488309970001 46.095286511800005 -0.23353499999999996 0.12376500000000003 -0.23921499999999998 -0.49124499999999999 82.788379669050016 44.749265482150008 -0.15022499999999997 71.397382570300024 -0.59496499999999986 84.226704768850013 58.309968391300011 37.345948426100009 57.492677119650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 7 -7 10 9 -9 11 -4 15 16 -15 -13 -14 19 24 20 -18 23 -23 -10 -12 -26 27 29 -29 -25
right_child=3 2 5 4 -6 6 -8 8 21 -11 18 12 13 14 -16 -17 17 -19 -20 -21 -22 22 -24 26 25 -27 -28 28 -30 -31
leaf_value=-0.10592419319925295 -0.10465283742948982 -0.088842626507894581 -0.10928902329251572 0.1571768859584608 -0.10672301838592635 -0.11199730585989116 0.061530443759780333 0.16896697924506651 -0.11688392511688271 0.045184299508528154 0.066368761327129197 0.027747504472299372 0.11508281386147855 -0.13686738656066841 0.042920511535344159 -0.091927315350437647 0.019598877704500754 0.10866259189189914 -0.086663182597655694 0.066026891001288654 -0.15736234310087435 -0.089075604814923326 0.033224789631632494 -0.045011840545209542 0.039897643216700675 -0.077574725545262943 0.010835069990460583 -0.0036843022987130417 -0.14089722348820974 0.097285077137570009
leaf_weight=4.1920088324695817 11.719096615910532 5.8370162434875956 11.279793329536913 2.0722662210464469 2.2826525047421455 5.7479871623218051 1.7823229432106016 5.365870080888274 4.7905004099011412 18.113810610026121 18.634831085801125 7.3006189484149244 8.9021883606910723 7.6554610058665258 7.6612509191036224 17.134020490571856 2.7368031442165366 4.5503750145435324 4.5481999516487113 3.2227789461612693 4.0471854135394096 15.751932825893165 11.595382310450075 5.1585800163447875 9.6766240857541561 6.7884868402034053 428.1572546530515 5.58790698647499 8.9786137491464597 6.7205784171819687
leaf_count=137 468 113 152 15 71 126 7 11 54 81 62 38 24 108 30 264 12 12 26 13 37 236 65 63 37 58 2172 34 89 18
internal_value=-0.000292246 0.00148312 0.00218915 -0.0711917 0.0188524 0.00303004 -0.0709256 0.00392201 0.00768766 0.0734727 -0.0129111 -0.0292081 -0.0149179 0.0110775 -0.0469395 -0.0561707 0.048957 0.00851879 0.0177075 -0.0370196 -0.0859725 0.00451429 -0.0372197 0.00699868 0.0312317 -0.00853566 0.00830412 -0.032672 -0.0882606 0.035492
internal_weight=657.992 641.918 637.726 16.074 4.35492 631.889 7.53031 624.359 510.22 23.4797 114.139 74.4905 63.2107 38.776 15.3167 24.4346 23.4593 14.5571 39.6481 10.0068 6.78399 486.741 27.3473 459.393 35.0999 16.4651 454.603 26.4457 14.5665 11.8792
internal_count=4633 4079 3942 554 86 3829 133 3696 2823 92 873 690 538 236 138 302 98 74 183 62 49 2731 301 2430 157 95 2376 204 123 81
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=1 4 0 1 4 4 4 4 1 2 2 4 0 1 0 2 2 4 4 3 1 4 3 4 3 3 1 1 4 4
split_gain=7.29448 4.48668 6.03522 4.36384 4.18013 3.82653 7.3141 5.6368 9.14923 4.06947 3.81863 3.8966 10.4403 3.71974 10.7825 7.97504 4.07533 3.81054 9.72188 3.20923 3.2077 5.78709 2.96701 5.63459 3.51017 11.6675 6.29662 6.15149 5.83313 7.09699
threshold=90.937096262400004 48.109449608500007 123.35721285750002 54.884872733100003 29.850823923150003 42.783136484500005 42.982930821650008 42.684965421050009 62.116825104000007 0.70681500000000008 0.36215000000000008 42.620627117000005 89.057864029250013 58.309968391300011 81.90387694410002 -0.66761499999999996 -0.61402999999999996 39.476991512000005 35.771221912400001 0.092895000000000019 89.052487112950018 51.757767929250001 -0.25420999999999999 48.914776625700007 -0.15544999999999998 1.0000000180025095e-35 64.724629490550015 84.232081685100013 47.74983977685001 43.930205408700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 7 19 9 -9 10 11 13 -13 17 15 -15 -16 18 -6 -7 21 22 23 -8 -24 27 -27 -26 29 -28
right_child=1 2 -4 4 5 6 20 8 -10 -11 -12 12 -14 14 16 -17 -18 -19 -20 -21 -22 -23 24 -25 25 26 28 -29 -30 -31
leaf_value=-0.10533287151228808 -0.10419207911965711 0.12568555847220064 -0.11077296123301278 -0.084545298611462871 0.15242006100294264 -0.12691635816902802 -0.12570203087600265 0.092243702220017876 -0.070937397591536847 0.076993744454613711 -0.092753293024762401 -0.19252680093705857 0.060835980199279785 0.10972458104032995 -0.068696416965411677 -0.12764097852342468 0.0085152239958924524 0.10687709540962374 -0.12382435401291197 -0.02040807254205472 0.053355680703999632 -0.11082600987287682 0.03529672152474763 0.032476052300198385 -0.13326543024445911 0.02967015496876322 0.0036533906805011063 0.062257950175685653 0.02726223086558436 -0.081652065773043875
leaf_weight=3.8132930155843487 10.648377515375612 2.3357402421534053 2.0067846234887838 5.536243923008441 2.2302298247814161 7.2679812796413881 5.3371040895581228 16.549568392336372 4.3361919410526744 7.743731051683425 4.05358269996941 3.4165638983249655 3.1040051802992821 1.6621382385492314 6.9615865610539904 9.5374561976641399 378.68225131183863 7.2226425148546696 2.9712750986218452 4.631976306438446 9.1230485551059228 5.2531497329473487 22.993126045912504 3.8958861231803894 9.9216463025659305 48.424426387995481 18.588282614946365 1.9205790013074864 18.330439820885658 20.517263829708099
leaf_count=137 468 36 50 113 10 56 58 76 29 32 46 26 15 7 46 177 1974 22 49 26 40 126 114 15 121 207 133 8 118 298
internal_value=-0.000309753 -0.0692557 0.0164124 0.0013204 0.00196574 0.00273245 -0.00975383 0.00763833 0.0583649 0.00516055 0.00383563 0.00477729 -0.0719178 0.00599922 0.00431237 -0.0924134 0.00712141 0.0598794 -0.00538007 -0.0854587 -0.00427083 -0.00765865 -0.00404391 -0.0589583 -0.000440219 -0.00742141 0.00310902 -0.101555 -0.0192847 -0.0411033
internal_weight=649.017 14.9909 4.34252 634.026 630.212 624.676 176.205 448.471 20.8858 427.585 419.842 415.788 6.52057 409.268 396.843 11.1996 385.644 12.4241 5.2015 11.9 164.305 155.182 149.929 9.23299 140.696 117.703 105.86 11.8422 57.436 39.1055
internal_count=4633 554 86 4079 3942 3829 1320 2509 105 2404 2372 2326 41 2285 2204 184 2020 81 59 82 1238 1198 1072 73 999 885 756 129 549 431
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=1 4 4 1 4 4 4 4 2 1 3 3 0 4 0 0 1 1 1 1 0 3 1 3 4 1 3 0 1 1
split_gain=6.40383 4.18116 5.6675 3.91565 3.57266 3.41722 6.16524 7.25433 5.02368 4.7462 4.48525 4.16716 4.54064 6.62231 6.03885 4.35943 9.83643 4.57492 9.06674 13.4131 9.63962 9.01056 8.86378 8.2295 8.02714 8.44243 7.74722 6.73142 6.35991 5.21316
threshold=90.937096262400004 48.109449608500007 48.914776625700007 54.884872733100003 29.850823923150003 49.064150740050003 47.927946529500012 45.700098835450007 -0.15734499999999998 87.143681840350013 -0.27297999999999994 -0.25420999999999999 78.252950803000019 35.771221912400001 74.005186956850011 79.271876434400014 59.240174904450008 64.369753017350021 66.235542959850008 66.859265246100009 91.886121982450007 0.090465000000000031 65.509659264600018 0.4149000000000001 38.396531328800009 62.111448187750007 0.08079500000000002 90.321439350550008 67.606656606400023 62.041548276350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 7 10 9 -7 -6 -12 13 -13 -15 -14 -17 24 21 -20 27 22 -19 -22 -18 29 -27 28 -21 -26
right_child=1 2 -4 4 5 8 -8 -9 -10 -11 11 12 15 14 -16 16 17 18 19 20 23 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.10480310231256162 -0.10377855979651079 0.12256128935310223 -0.10599426441965812 -0.080290630670087904 -0.053946065546280189 -0.036441961764010523 0.054046147133338857 -0.05960988406719845 -0.089438478152529366 0.078821653137560788 0.061470581877604381 0.085610142004399745 0.095998516996133071 0.13400639813309731 -0.1096996945492645 -0.1390039134470312 0.079050124384394127 -0.05484057881123261 0.095042425192199631 0.1110283773478959 0.0039445183735413118 -0.0044068690367167771 -0.2433477877937027 -0.14768217042619233 0.0072937012642918884 0.088334775319988582 0.017054108797277288 -0.16656335127661651 -0.10519943139922489 -0.038488291757659346
leaf_weight=3.4669616073369971 9.671484708786009 2.2894785404205313 2.0621737409383059 5.2612267788499585 13.034684622660277 10.953598521649843 23.654710676521063 18.523447994142771 9.8199932686984521 5.3014187030494204 12.945193480700253 2.8172698784619561 5.2784839496016493 1.1283744107931841 10.279657403007148 4.7221842110157004 18.857694938778877 6.0632941890507954 14.820629537105559 2.3635088056325895 223.72617512755096 11.805286727845667 4.2377577424049377 3.637698918581008 98.885784093290567 21.63574505224824 51.641760461032391 5.9232246689498425 3.2046782486140728 33.230223372578621
leaf_count=137 468 15 71 113 123 81 96 207 178 17 57 25 19 15 186 46 66 38 42 6 1477 52 33 34 446 110 206 58 49 162
internal_value=-0.000317378 -0.0671512 0.0142527 0.00117686 0.00176592 0.00246394 0.00402338 0.00194294 -0.032966 0.00115017 0.00401508 0.00542144 0.00403746 -0.0516881 -0.0855946 0.00559169 0.00464626 0.00600285 -0.00262249 0.00273006 -0.00299779 -0.0640444 -0.132391 0.00151857 0.0166102 0.0108775 0.0381003 -0.0923564 -0.013418 -0.00422153
internal_weight=641.244 14.0231 4.35165 627.221 623.754 618.492 592.417 568.763 26.075 16.255 550.239 537.205 524.259 14.2253 11.408 510.034 504.756 500.033 275.782 253.676 238.855 22.1063 10.3011 227.364 224.251 205.394 73.2775 11.4914 5.56819 132.116
internal_count=4633 554 86 4079 3942 3829 3553 3457 276 98 3250 3127 3070 226 201 2844 2825 2779 1789 1666 1624 123 71 1511 990 924 316 113 55 608
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=1 4 0 1 1 1 1 0 3 4 4 0 0 1 0 0 0 0 4 2 3 1 3 0 1 0 0 4 3 4
split_gain=5.63957 3.88351 4.68221 3.51809 3.22418 8.38653 7.10555 11.6633 7.31323 6.21076 9.49916 6.77398 5.37245 10.1813 5.86149 5.29249 5.3964 5.68997 5.1874 5.09412 3.94818 12.6184 6.74052 3.86674 5.06185 7.87226 10.049 13.0948 9.85841 4.7136
threshold=90.937096262400004 48.109449608500007 123.35721285750002 54.884872733100003 70.348883899450016 70.74946416085001 71.053259929650025 95.550490414250007 -0.089139999999999997 40.722669576350008 40.94178426300001 103.37390357390002 100.19345760555002 80.538140213850014 99.647700605050019 102.11570516885001 113.1679565431 118.12547333565001 41.243661560350013 0.20852500000000004 0.089045000000000027 75.28220456885002 0.076130000000000017 85.990333302400003 61.917879202350001 85.619326080400015 85.823648898300021 40.518963363600001 -0.17949499999999999 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 23 -6 -7 8 -8 11 -11 -9 14 18 20 -15 19 -18 -14 -17 22 -22 -12 24 -5 28 -27 -28 -26 -30
right_child=1 2 -4 4 5 6 7 9 -10 10 12 -13 13 15 -16 16 17 -19 -20 -21 21 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.10432799260643957 -0.10340714784284577 0.10074690776455267 -0.11072975191418188 0.013821230206733573 -0.12139275497561071 0.080502390815752625 -0.0026271483073511681 -0.0093565139487456605 -0.11714531784364589 0.1007121912027656 -0.05236161303908049 -0.091019344132754934 0.05121925812817657 -0.079100465727840796 0.13049154649933387 0.026414445302809664 -0.15632613623098124 0.047104381539482404 -0.099813942736562661 0.15080447611785014 -0.16605180043475967 0.04116993629434805 0.069895425031378258 0.014963823027111313 0.0429560999151649 0.032619418738791157 0.041734047498571784 -0.13944578368962035 -0.12690862136422229 -0.007179597299161386
leaf_weight=3.1505938638001671 8.7809508852660638 2.5097858756780616 1.7962524462491272 68.592064898461103 6.3102851696312419 9.4217257760465127 8.9163119234144705 63.095637246966362 14.887483607977627 11.477752815932034 5.8745004199445274 12.106738412752746 2.67045880109072 5.5882909074425688 5.2823140397667876 29.287966625764966 3.0971831157803527 2.472551304847002 15.320569783449171 3.7092494592070571 4.3339839056134215 9.1266614049673063 19.410694066435099 241.15724413096905 6.1227185688912895 32.044013753533363 6.8588697239756611 9.5342833176255208 15.847413361072542 4.1490544751286498
leaf_count=137 468 36 50 441 91 51 64 373 300 39 37 279 11 76 16 209 31 12 142 10 33 39 63 1055 32 124 21 68 254 71
internal_value=-0.000297122 -0.0652601 0.01253 0.00107446 0.00161294 -0.00768535 -0.00451158 -0.00820855 -0.0742496 -5.71769e-05 0.0142902 -0.0225033 0.00494777 -0.0139859 0.0316728 0.0118504 0.0250291 -0.066018 -0.0773957 0.0403973 0.0182006 -0.0255502 0.0414915 0.00723564 -0.00578377 -0.0238204 4.10818e-05 -0.0636404 -0.0680708 -0.102066
internal_weight=632.934 13.087 4.30604 619.847 616.696 232.39 226.08 216.658 23.8038 192.855 117.652 75.2024 106.174 62.1463 44.0282 44.1552 38.567 5.56973 17.991 32.9972 38.7458 13.4606 25.2852 384.306 143.148 74.5564 48.4372 16.3932 26.1192 19.9965
internal_count=4633 554 86 4079 3942 1876 1785 1734 364 1370 718 652 679 491 188 338 262 43 153 219 172 72 100 2066 1011 570 213 89 357 325
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=1 4 2 3 3 0 1 2 1 1 2 0 1 2 2 1 1 0 4 4 2 1 4 4 1 3 3 3 3 4
split_gain=4.94151 3.62501 4.48981 3.46186 5.75931 4.14454 3.44786 7.53918 5.16119 4.68726 4.39515 3.04857 9.59594 5.97421 6.52409 5.89865 6.99816 5.44556 5.43807 5.15831 5.21043 5.11741 13.2368 19.1042 9.79418 6.46414 5.2532 4.78107 4.76909 4.6218
threshold=90.937096262400004 48.109449608500007 -0.088274999999999992 -0.25587999999999994 -0.25420999999999999 71.249517373150013 58.613764160050003 -0.07490999999999999 68.20618276945001 70.077349628250019 -0.15962499999999999 85.705356740550016 61.917879202350001 -0.088039999999999993 -0.085550000000000001 63.910026677050006 62.907231794400012 85.121961326250016 35.771221912400001 40.767054867700004 0.17437500000000003 66.235542959850008 38.621016321050007 43.118479346150004 66.859265246100009 0.4149000000000001 0.18642000000000006 0.10336500000000003 0.08846500000000003 44.749265482150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 -7 8 -8 -9 -10 12 17 29 -15 16 -13 18 -6 20 -20 22 28 -24 -23 26 -26 -16 -17 -14
right_child=1 2 -4 4 11 6 7 9 10 -11 -12 15 13 14 27 21 -18 -19 19 -21 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.13147259032737119 -0.10307329762130453 -0.11584320025642683 0.093551368494320108 0.11920470519570586 0.072131475646285359 0.052135589701229862 -0.16666017362143837 0.07024860236127782 0.022662714902024154 -0.079405640621546203 -0.14526061647007946 0.013888099317901937 -0.13225364927903438 0.10636108469381894 -0.081575861513753734 -0.060321448896092568 0.086789485408116984 0.070197524442497647 -0.11856752833836655 0.0019202740848432154 0.051197946119614215 0.081533941769925455 -0.23366945336286987 0.0010699304182530437 -0.0035800230905177217 -0.13984753426819432 0.086469999505914608 0.060568099430827853 0.055425541007435533 -0.0047239367064707896
leaf_weight=3.6550094820559051 7.9697559028863889 1.6909301355481146 2.596196549013257 4.2117959000170222 7.3459294382482758 5.572340905666354 5.0383153259754234 7.290386505424971 4.6311459653079563 2.9355874825268984 2.3493605181574768 152.33557679504156 12.135316049680112 3.4262771606445339 10.15585573017597 5.2173124179244104 14.413681879639624 11.823695331811903 8.2099318429827672 25.703908581286669 2.3184422925114623 14.383965775370596 6.8019274398684484 7.0713689550757408 266.67729197070003 3.4141649529337874 6.6395214945077887 3.0851147435605517 11.204302825033663 3.7107164375483981
leaf_count=99 468 46 40 16 46 39 52 26 38 40 24 652 200 11 102 28 52 37 87 218 8 46 48 39 1983 36 30 17 41 64
internal_value=-0.000318531 -0.0631869 0.0109619 0.000941068 0.00269296 -0.0313605 -0.0182063 -0.035827 -0.0895264 0.0272871 -0.0338536 0.00184112 -0.0153007 -0.0584272 -0.0166309 0.00492828 0.0201896 0.0100086 -0.00632198 -0.0222281 -0.0811837 -0.00298939 -0.0421044 -0.11402 0.00108111 -0.00310068 -0.00139249 -0.0484567 0.0186516 -0.10239
internal_weight=624.015 12.2569 4.28713 611.758 580.286 31.4721 27.8171 22.2448 12.0188 10.226 6.98051 576.074 87.9152 32.5133 16.6672 488.159 166.749 55.4019 43.5782 36.2323 10.5284 321.41 30.2949 13.8733 291.115 276.731 273.317 13.241 16.4216 15.846
internal_count=4633 554 86 4079 3761 318 219 180 114 66 62 3745 790 394 130 2955 704 396 359 313 95 2251 156 87 2095 2049 2013 119 69 264
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=0 4 2 3 4 4 4 1 2 3 4 2 3 2 2 0 0 4 4 1 3 2 2 3 0 2 2 4 2 1
split_gain=4.441 3.06136 4.80181 8.14748 4.61054 4.55179 4.87909 4.02831 3.43402 5.73476 5.24817 5.14139 5.13638 4.19753 7.99201 4.14783 8.05066 3.90903 8.98178 5.09295 10.2026 5.90102 5.18623 4.93015 5.86687 10.087 6.24005 7.18446 6.13635 8.36566
threshold=122.35979489110001 33.036871954450007 -0.10771499999999999 0.088565000000000019 33.361153777850006 33.96174662340001 35.119813570500007 71.830224329350003 -0.237895 0.091705000000000023 44.202975721700007 -0.24150999999999997 0.12376500000000003 -0.59496499999999986 -0.54488499999999995 98.230883170350012 97.886760529650019 49.064150740050003 47.927946529500012 82.788379669050016 -0.098985000000000004 0.63131000000000015 -0.11534 0.10487000000000003 86.345209775600011 -0.059424999999999999 -0.036264999999999999 41.11191809080001 0.011900000000000003 67.254468591300011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 7 -7 9 10 11 15 13 -11 -15 16 -8 18 19 21 22 23 -21 -10 25 -25 27 -26 -28 -30
right_child=-2 4 3 -5 5 6 8 -9 17 12 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 26 -27 28 -29 29 -31
leaf_value=-0.12674659213913406 -0.10754813107980724 0.107489925066227 0.081811480946334253 -0.13390939767184851 -0.12234616828330383 0.080197139051524854 -0.046985013252500679 -0.04361372758829913 0.0065488073701056131 0.05878464354404294 -0.11661046355858162 0.093027942399274532 -0.10263581804342298 -0.10086927112931626 0.047869610351918765 -0.11729434218975346 0.15547202246834652 -0.036778554425309959 0.065812102947552464 0.16331563408463862 -0.07900277405932897 0.081712362949715955 -0.01907831598767825 -0.016035162097956392 -0.10551693585417724 -0.16120931616690926 0.080239769510508707 0.041929778339720336 0.046769336655982201 -0.12828344015366142
leaf_weight=4.8275988921523094 3.8367421440780154 4.0675427243113509 4.6842968259006721 2.7957567377015948 2.9931615833193055 13.022406168282034 13.820290781557565 3.2922382839024058 370.12407448515296 15.077902041375637 8.8653006963431817 3.1204305905848768 3.7396412268280974 6.3516563838347784 8.3767524864524603 5.727051035501062 2.2894855290651313 24.069935312494636 22.778434101492167 2.997663838788867 18.856966163031757 9.5585576184093934 3.2481667008250978 13.63984724506736 9.2710998766124231 7.3734293542802325 12.102865040302278 5.1349794827401629 6.9615435078740102 4.4912667982280254
leaf_count=126 179 18 47 43 36 48 136 54 2202 51 181 15 24 60 42 128 5 292 87 16 442 43 42 61 77 57 36 23 25 37
internal_value=-0.000296116 0.000374448 -0.0489964 0.0011833 0.0013849 0.000662321 0.00128186 0.0552125 -0.000240453 -0.0214613 -0.0505179 -0.0270406 0.00783501 0.0216952 -0.0162743 -0.0441981 -0.0182123 0.00255937 0.00450549 0.0014943 -0.0423123 0.00400119 0.068461 0.00227011 -0.0245828 -0.0669759 -0.00111657 -0.0529602 0.0305898 -0.0218783
internal_weight=617.497 613.66 12.3077 7.48005 601.353 597.285 594.292 16.3146 577.977 67.3685 33.8226 24.9573 33.546 29.8063 14.7284 21.8368 16.1098 510.609 486.539 463.76 25.1028 438.658 6.24583 429.099 58.975 21.0133 37.9618 14.4061 23.5557 11.4528
internal_count=4633 4454 216 90 4238 4220 4184 102 4082 642 465 284 177 153 102 269 141 3440 3148 3061 500 2561 58 2518 316 118 198 100 98 62
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=0 3 0 1 2 1 1 2 3 1 0 1 1 1 3 3 3 0 4 2 4 3 2 3 1 1 1 4 4 3
split_gain=3.99134 3.10626 3.66562 2.93485 5.97135 4.07615 4.0145 3.80233 2.84414 2.59066 6.56234 5.75963 9.13635 8.69294 5.91644 6.75325 6.79498 5.59869 5.57812 5.46429 5.8011 5.0335 4.86184 7.84427 17.4232 14.1713 7.33297 7.76896 7.79202 9.54621
threshold=122.35979489110001 -0.25587999999999994 71.249517373150013 58.613764160050003 -0.07490999999999999 70.077349628250019 68.20618276945001 -0.15962499999999999 -0.25215499999999996 64.369753017350021 88.350799540950007 66.235542959850008 65.765062787050013 66.859265246100009 -0.24748499999999998 -0.20885999999999996 -0.23921499999999998 91.886121982450007 41.976795488650005 -0.051199999999999996 37.817254840650008 0.4149000000000001 -0.059424999999999999 0.083555000000000032 83.602982482550019 83.602982482550019 83.116371560950014 39.955516828000007 35.119813570500007 0.094780000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5 -8 -3 10 -10 12 19 -13 -15 16 -16 -17 -12 -11 -21 22 23 24 -19 26 27 28 -25 -30
right_child=-2 8 3 4 5 -7 7 -9 9 11 18 13 -14 14 15 17 -18 21 -20 20 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.13063765478389161 -0.10689243404394003 0.062048221783059326 0.046216972424265944 -0.15312608541795639 0.063425074183663346 -0.076114258040503202 0.01898400876579771 -0.13775269127833809 0.0038043113339351004 0.0028146145291803489 0.11144725335924084 0.077427209459787857 -0.19572452802002069 -0.16126389399308155 -0.031898761325293859 -0.074605475388412931 0.10264099545964461 -0.099654484090061557 0.0094246005446877654 0.024700265315064251 -0.17797671172447729 -0.13267182216057732 0.014744497907030274 0.067890281897303173 0.025772496844205857 -0.13199925355669595 0.1502627643818859 0.027559945850395808 -0.013105797775471304 -0.14669150070396175
leaf_weight=3.2793033160269287 3.4918402312323442 7.7746293060481539 5.5427279677242067 4.8661796953529173 6.9848116599023289 2.9893632885068655 4.5382052492350393 2.3488695994019455 229.71270715072751 17.340296367183335 10.977926075458528 13.567344650626181 3.664667669683694 2.3884209655225268 5.6187019478529718 11.763715628534554 11.310958527028559 27.037765882909298 10.470619387924669 2.1794757768511763 4.0115365479141474 3.0025126188993445 98.429491278715432 5.7974243108183172 18.759017834439874 7.3289636718109241 3.7082380950450888 58.809534255415201 14.682046987116339 8.4158152658492309
leaf_count=99 179 35 39 52 26 48 44 32 1322 138 45 46 33 33 51 119 38 417 45 9 41 37 686 33 257 198 8 322 104 97
internal_value=-0.000285013 0.000327955 -0.0307469 -0.0187348 -0.0353042 0.0216037 -0.083598 -0.0344718 0.00197393 0.00115306 0.00874355 -0.00484548 -0.0488523 -0.000727365 -0.00455462 -0.00319191 0.0579893 -0.00721068 0.0616425 -0.025979 -0.106627 -0.00398748 -0.00239724 -0.0140706 -0.0482778 0.00179478 0.0125216 0.00669778 -0.0357622 -0.0617784
internal_weight=610.793 607.301 30.5495 27.2702 21.7274 9.97417 11.7533 6.88707 576.752 568.977 251.161 317.816 27.196 290.62 277.053 274.664 16.9297 257.735 21.4485 23.5313 6.19101 245.971 242.968 144.539 45.7968 98.742 91.4131 87.7048 28.8953 23.0979
internal_count=4633 4454 340 241 202 74 128 76 4114 4079 1412 2667 221 2446 2400 2367 89 2278 90 188 50 2159 2122 1436 674 762 564 556 234 201
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=0 4 2 3 4 4 4 2 2 2 4 4 4 1 1 2 1 0 1 1 3 0 3 2 3 3 1 2 1 4
split_gain=3.58853 2.65736 4.13891 6.61258 3.68524 3.64373 3.92859 3.13727 4.6676 7.24853 3.19189 5.87498 4.93109 4.02209 3.75604 7.81306 4.77945 12.2377 3.35833 5.60822 5.95679 5.21062 3.28423 5.56147 3.26551 3.23923 3.19102 3.12693 10.1144 4.76777
threshold=122.35979489110001 33.036871954450007 -0.10771499999999999 0.088565000000000019 33.361153777850006 33.96174662340001 34.515670600900002 -0.63026499999999996 -0.59614999999999996 -0.51760499999999998 49.064150740050003 47.927946529500012 46.095286511800005 90.937096262400004 55.976386734050003 0.11061500000000003 58.309968391300011 82.250688042950017 87.143681840350013 87.313054702550019 0.074735000000000024 85.57362229215002 0.074735000000000024 -0.088465000000000002 1.0000000180025095e-35 0.084805000000000019 78.27445846800002 -0.58319500000000002 75.629015667650023 48.914776625700007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 -7 -8 26 27 11 12 13 14 15 -11 25 -18 21 -20 -21 -12 23 -14 -13 -16 -9 28 -10 -29
right_child=-2 4 3 -5 5 6 7 8 9 10 18 24 22 -15 16 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.12592076433205568 -0.10629090163309191 0.098112397703298951 0.070464869226758653 -0.12601749532548998 -0.11182010874597093 0.067941782698892728 -0.070383056112804196 0.019093968816801431 0.106910030516382 -0.10972951529578974 0.00017854694220169204 0.012073675468995236 -0.08976064385669813 -0.10241399241440177 0.13035708376536978 0.22125161667135709 -0.1265670002567226 0.0048233057435466574 0.11136996688643835 0.076624574788836497 -0.11847582400942916 -0.12374332356019176 -0.1413684498797261 0.096997506005211939 0.086591129211773379 0.0095502360910482559 0.1178337392971502 -0.1317090961036054 -0.12682033443390794 0.084286785302582323
leaf_weight=4.2331271283328533 3.1765192570164791 3.8986998312175265 4.6548589020967466 2.7101244619116187 2.8707225713878861 8.6671707108616811 6.2446990031749001 8.157379996031521 3.4865196980536011 6.0207033939659587 6.2875631377100962 11.019831955432894 4.6532297842204571 3.6402436299249521 4.9714602567255479 0.80904429405927647 7.2017148695886126 452.06191007047892 3.5157512873411161 2.515336137264967 4.1417619492858648 7.3706155885010958 3.7641997477039695 2.4257545843720418 12.610374392941592 4.0096104964613914 5.4661972178146234 8.0648647509515268 3.9478750685229897 1.1702206209301937
leaf_count=126 179 18 47 43 36 52 52 38 11 205 34 54 60 264 25 4 160 2586 9 10 88 158 46 9 47 19 24 149 74 6
internal_value=-0.000283293 0.000277379 -0.0471247 -0.00183559 0.00121079 0.000565102 0.00111923 0.000109457 0.000885405 -0.000537411 0.00147844 0.00313979 0.000789098 0.00229956 0.00310192 -0.0705219 0.00417579 0.00276297 -0.0342979 0.00919968 -0.0447586 -0.0666957 -0.0658961 -0.0257643 0.0518403 0.0764227 0.0587114 -0.0654795 -0.0172074 -0.104339
internal_weight=603.768 600.592 11.5981 7.36498 588.993 585.095 582.224 573.557 567.312 553.689 537.019 513.188 489.558 478.715 475.074 6.82975 468.245 459.264 23.831 10.1728 6.6571 13.6582 10.8432 7.07898 23.6302 8.98107 13.6236 16.6695 7.43439 9.23509
internal_count=4633 4454 216 90 4238 4220 4184 4132 4080 4018 3778 3479 3378 3263 2999 209 2790 2746 299 107 98 192 115 69 101 44 62 240 85 155
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=0 3 3 0 3 4 4 4 2 1 0 1 2 2 1 1 1 1 1 3 0 0 3 3 4 2 3 3 0 0
split_gain=3.22711 2.53283 3.96344 3.27251 2.61124 6.23492 3.6824 5.38146 2.96137 2.73783 2.16142 7.53818 5.33087 5.23956 4.66474 4.50161 5.3614 4.49567 5.82232 4.4153 4.12767 9.61246 3.91813 8.40349 7.36897 21.6371 10.9134 6.15312 17.9226 5.97054
threshold=122.35979489110001 -0.25587999999999994 -0.25420999999999999 71.249517373150013 -0.55393499999999996 41.976795488650005 41.243661560350013 39.525197829750006 -0.13734499999999997 68.20618276945001 85.705356740550016 61.917879202350001 -0.088039999999999993 -0.085550000000000001 64.294476189700006 60.87206898960001 58.309968391300011 63.910026677050006 62.907231794400012 0.10336500000000003 86.162394622750014 87.525442894850016 0.087795000000000026 0.086555000000000021 41.489621506400006 -0.025719999999999996 0.091885000000000022 0.083395000000000011 86.780739992750014 86.681267041950008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 8 9 -6 11 15 14 -14 -13 16 -4 18 22 -15 -19 -22 23 27 26 -26 -24 29 -29 -12
right_child=-2 2 10 4 5 -7 -8 -9 -10 -11 17 12 13 19 -16 -17 -18 20 -20 -21 21 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.12960972079140315 -0.10573923387171058 0.10010566184989118 0.0084459705321101412 0.04435365481222063 -0.14996589202833518 -0.13702032696190164 0.089742949828706411 -0.13678944539403851 0.048397971389086761 0.035335295533248261 -0.0030691474930233508 -0.13204452445254142 0.096438336258418494 -0.076245134046097465 -0.0023012749778246818 0.045226834927212453 -0.086659806003701267 0.10529209885475561 0.081418368441459527 0.063595458832435559 -0.18749457010849438 -0.0029132685482104806 -0.10004893874328416 0.10739729560158683 -0.0030315293028188705 -0.20665901396509315 0.049485929151372968 0.031909944018679241 -0.21034368687357319 0.073736766397947059
leaf_weight=2.8834966551512506 2.8884666115045539 4.0636684391647568 24.652729626744986 5.4357164129614857 1.8180765341967426 4.5490612704306832 3.2978578135371199 3.3982229549437752 6.4846895523369286 1.4202181007713077 21.413227669894695 10.556272858753802 3.3871602118015316 9.6805396098643524 3.7575333938002577 20.736386056989431 7.8036855664104214 3.4558593779802314 12.942916557192801 2.9446331560611716 2.8474041502922764 308.51856474671513 5.6919695585966101 11.495936334133146 37.647541508078575 6.0579389110207549 34.238808557391167 9.8679826557636243 4.4226458221673957 19.192307770252228
leaf_count=99 179 16 233 39 31 51 12 40 46 22 97 183 11 102 81 84 79 9 52 17 24 2571 31 36 156 45 118 37 30 102
internal_value=-0.00029538 0.000216794 0.00170218 -0.0284577 -0.0174112 -0.0334229 -0.00472021 -0.0284624 0.00939837 -0.0686984 0.000989777 -0.0138523 -0.0536409 -0.0140002 -0.0979855 0.00883186 -0.0144209 0.0035842 0.0170662 -0.0436294 -0.00339492 -0.00460124 0.0115145 0.0296527 -0.00288384 -0.031256 0.0281703 0.013372 -0.0430624 0.0332334
internal_weight=597.552 594.663 565.376 29.2873 26.4038 20.9681 16.4191 13.1212 9.72298 3.23829 561.312 83.5189 30.3261 16.0123 14.3138 53.1928 32.4564 477.793 162.971 12.6252 314.822 311.366 150.028 66.3921 83.6363 43.7055 39.9308 54.8962 14.2906 40.6055
internal_count=4633 4454 4114 340 241 202 151 139 99 53 4098 790 394 130 264 396 312 3308 704 119 2604 2595 652 302 350 201 149 266 67 199
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=0 1 4 2 3 4 0 1 0 4 1 0 3 3 2 2 2 3 3 0 3 1 4 1 4 0 3 3 1 3
split_gain=2.9062 2.54856 2.20173 3.7785 5.41157 2.92004 2.15789 7.35495 5.27531 4.53951 9.01225 9.13575 4.89696 7.92803 6.59296 6.36997 7.11628 6.10751 11.1321 7.79431 7.24121 5.48915 5.41704 5.23542 4.82818 6.10747 4.81568 6.33141 5.97211 4.70054
threshold=122.35979489110001 54.884872733100003 33.036871954450007 -0.10771499999999999 0.088565000000000019 33.361153777850006 91.437149474700007 67.606656606400023 90.321439350550008 38.396531328800009 65.130586668250018 86.474255765850003 0.087795000000000026 0.090235000000000024 -0.094409999999999994 -0.22386500000000001 -0.13509999999999997 0.08673500000000002 0.083395000000000011 86.681267041950008 0.082685000000000022 61.93938686740001 48.393869453650005 62.025417527550012 41.976795488650005 85.823648898300021 0.10487000000000003 0.42293500000000012 61.821094709650005 0.085625000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 8 -8 9 29 12 -12 15 14 -14 22 -17 18 19 20 21 -18 23 -11 25 -23 28 -28 -15 -7
right_child=-2 2 5 4 -6 6 7 -9 -10 10 11 -13 13 26 -16 16 17 -19 -20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10336688641323942 -0.10523350242924044 -0.12565504889898765 0.089176437246212659 0.062927272492421679 -0.11680332163608086 -0.016878177055174262 -0.084580676315143433 -0.0021393760817110846 0.055075236377502557 -0.13322420337632002 0.048058203984606848 -0.17131945031392784 0.015547791901723732 -0.083960132558794962 -0.11951285660997663 0.10423617337806415 0.04013314762659851 0.083446732385650174 -0.066573321656554024 0.080084203109871979 0.10775460523414691 0.067335182961260481 0.012874176124914594 -0.0043350701110491377 -0.1203770409092127 -0.077331779017766597 -0.053199016559475482 0.049375849720516653 0.025062140626252494 0.060032883302251538
leaf_weight=2.3660129867494097 2.6255143908783785 3.7214626409113407 3.7715701051056376 4.6544467229396087 2.6172686126083136 11.599016688764094 11.292090903967617 259.70404688920826 20.994411431252956 6.8561668563634175 2.784325869753955 5.9651409946382046 5.2904423922300365 5.5297030210494986 11.407796323299406 10.999402485787867 9.9089021272957343 12.282244592905043 15.86241168156266 19.054122500121593 5.2656404301524153 5.1995641738176364 16.544373668730259 5.8324695881456137 6.6394326183944932 6.6512666866183281 28.056618146598339 7.6605542600154868 55.002048533409834 25.234091285616159
leaf_count=137 179 126 18 47 43 121 89 2268 87 155 17 72 28 36 83 36 48 44 90 109 12 17 76 86 70 33 152 26 220 108
internal_value=-0.000257725 0.000210414 0.000628342 -0.043703 -0.00176217 0.00147532 0.000896663 -0.00557461 0.00673024 0.00310047 -0.00186222 -0.101507 0.00186291 -0.0131147 -0.0767221 0.0158326 0.0287707 0.0185056 0.0068753 0.028975 4.74236e-05 -0.0199231 -0.0248246 -0.0739789 -0.0521072 -0.013859 -0.00207944 -0.0311989 0.0151027 0.035813
internal_weight=591.373 588.747 586.381 10.9932 7.27172 575.388 571.616 270.996 300.62 279.626 242.793 8.74947 234.043 112.947 16.6982 121.096 91.863 80.8636 68.5813 52.7189 33.6648 28.3992 29.233 12.6886 18.4903 11.8508 96.2489 35.7172 60.5318 36.8331
internal_count=4633 4454 4317 216 90 4101 4083 2357 1726 1639 1410 89 1321 545 111 776 459 423 379 289 180 168 317 241 120 50 434 178 256 229
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=0 1 4 3 4 4 2 2 2 4 2 4 4 4 2 0 1 4 3 1 2 3 3 4 1 3 4 0 0 4
split_gain=2.61823 2.2974 2.0585 3.37341 2.01417 2.38877 2.01868 3.07354 6.89681 6.94364 5.19225 5.00237 4.66827 4.43011 7.10614 7.7936 9.08767 5.46882 6.42238 7.33128 4.96812 4.53266 4.29879 4.726 3.96133 6.97675 3.77506 3.44916 2.9565 2.86399
threshold=122.35979489110001 54.884872733100003 51.757767929250001 0.074735000000000024 29.850823923150003 25.360841208850005 0.70681500000000008 -0.0025899999999999999 0.048475000000000011 40.636252116050009 -0.017745 41.835830569250014 40.148327922700012 38.474425342400004 0.075080000000000022 105.93331571405001 62.041548276350007 39.955516828000007 0.08759500000000002 76.871083323950003 0.059500000000000011 0.13026500000000005 0.12376500000000003 40.300545846000013 71.397382570300024 0.09803000000000002 40.250747516500006 97.789976036950009 108.49541631240002 40.722669576350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 10 9 12 22 29 -9 24 20 16 -16 -18 26 21 27 -20 -6 -24 -10 -26 -19 -15 -17 -12
right_child=-2 2 3 -5 6 -7 -8 8 13 -11 11 -13 -14 14 15 28 17 18 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10303894538868513 -0.10477011690851071 0.035924152449854828 0.065735142891219567 -0.10897979692918268 0.0044686165284417599 -0.12569294751791621 0.048505594651944761 -0.071894718554852785 0.060278919329877639 -0.13964531836030028 0.023946526780604348 -0.021331438283879008 0.080868264737675541 0.012921377291559089 0.032377218470910879 0.1681465942016056 -0.1526700612187509 -0.0094652364515931293 -0.13645573310293832 0.076323180871710111 0.065754950883602711 0.025793446909973563 -0.11026590419403533 -0.0089436501258719284 -0.11851913052403383 0.071870145611463987 -0.14259186829309756 -0.14030355979088935 0.0078192682116060546 0.12025530719079423
leaf_weight=2.1473235888406625 2.3856368642300358 1.4044913966208685 1.5318799894303072 3.9668746441602707 413.30301494989544 2.6215588236227632 9.0556084848940355 4.8996037188917416 16.703706650063399 8.1253519887104613 4.6615170966833857 6.0461122160777441 3.3806731887161732 4.2465397492051151 9.7603161446750146 2.2160299792885771 7.4844252169132224 2.8282749056816128 4.4845222868025285 5.8304262757301331 13.99147906154394 2.794923722743988 6.8281608754768994 14.129107862710951 3.9775355579331508 3.7293465668335557 8.6284302882850152 2.2461914476007223 2.3913306063041091 9.1458381675183755
leaf_count=137 179 22 14 139 2989 101 48 42 66 98 28 35 13 25 49 7 63 16 44 23 43 12 60 67 89 28 102 29 37 28
internal_value=-0.000222428 0.000205704 0.000587673 -0.0603065 0.00117009 -0.0693127 0.00166716 0.000912215 -0.0142741 -0.0739706 0.00451452 0.054524 -0.00952462 -0.00354885 -0.0168536 -0.0385036 -0.0521055 -0.0778326 -0.0550327 -0.00723511 0.0322068 -0.0741606 0.00222819 -0.0419558 0.0329159 -0.0263901 -0.109727 -0.0400875 0.0849329 0.0877404
internal_weight=584.946 582.561 580.413 5.49875 574.915 4.02605 570.888 561.833 107.719 16.4056 454.114 19.8535 8.28028 91.3135 66.9029 46.4187 41.8113 32.051 24.5666 13.1099 20.4842 7.27945 434.26 20.9573 24.4106 7.70688 11.4567 6.49273 4.60736 13.8074
internal_count=4633 4454 4317 153 4164 123 4041 3993 786 153 3207 91 55 633 450 353 309 260 197 79 97 56 3116 127 183 117 118 54 44 56
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=1 0 3 4 1 1 4 0 3 2 3 3 3 2 2 2 0 1 0 0 0 1 3 0 0 3 4 0 3 1
split_gain=2.24301 8.40886 7.31487 5.52115 4.99429 5.84488 3.66167 8.70609 5.46094 3.47662 2.98888 3.94263 4.2593 3.37715 3.31327 6.42596 5.84871 6.38971 6.31364 9.64914 6.04397 5.07567 5.45811 5.48788 10.7879 6.55335 4.47887 4.33919 3.84576 3.68359
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 36.772607578000013 70.816675614150014 70.348883899450016 34.515670600900002 97.722764583650005 0.11458500000000002 -0.61402999999999996 -0.24748499999999998 -0.17949499999999999 -0.22831499999999999 -0.15962499999999999 -0.094409999999999994 -0.087660000000000002 110.98492854115001 83.116371560950014 104.22883325935001 110.27248713660002 100.19345760555002 82.815264250350012 0.070640000000000022 101.91675926715001 97.886760529650019 0.09117500000000002 38.911218973650008 102.75018128760001 -0.15148999999999999 77.621163142300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 -1 7 -3 -9 -5 13 12 -12 -11 16 -16 17 20 -19 -20 -13 22 -17 24 -24 -25 -26 -27 -22 -28
right_child=1 3 -4 9 -6 -7 -8 8 -10 10 11 14 -14 -15 15 21 -18 18 19 -21 28 -23 23 25 26 27 29 -29 -30 -31
leaf_value=0.0045296166024491463 0.0052787065626102858 0.15671679350581735 -0.11595915054319124 -0.10373004282800685 0.084220315618146302 -0.088102385499619532 -0.12483841470162027 -0.11476776525761373 0.13662597609322988 0.053292218442170448 -0.021951036741617743 0.0010940542722554596 0.11435090713480636 -0.10705919610245621 0.07754236126042259 -0.082695536309870366 -0.12216765821367814 0.11078567088586407 -0.11514266892734715 0.10627236076499505 0.069676010911402589 -0.052960167966796048 0.05177570579238 0.099939563957258407 0.03805418023053897 0.062885333180295072 -0.13824226637853773 -0.12205501932322992 -0.10494434776042738 -0.038863091380018693
leaf_weight=356.79240804072469 8.1606300696730631 2.0955867469310743 12.754754781723021 2.9920361675322047 7.6855465881526461 6.9442402627319089 5.5668652951717368 5.7079385435208678 1.018232046626508 1.8322338173165915 3.4799597840756178 22.908149857074022 6.7194908587262017 4.6384784309193483 13.970380580984054 5.3036179840564719 4.7286658100783816 7.824424169957636 4.3835099777206779 3.5721324402838945 1.4220722578465892 13.07221560180187 22.957295216619968 14.887404888868334 4.970039218664172 2.4825164750218383 5.3941488787531879 2.5946011394262314 11.150688128545882 12.08780252933502
leaf_count=2203 64 4 300 37 35 107 131 196 18 11 32 124 27 71 52 31 165 32 112 21 7 329 89 54 35 9 52 35 185 65
internal_value=-0.000214163 -0.00851005 -0.0686553 -0.00181023 0.00444671 0.00276114 -0.0613343 -0.0212607 -0.0767109 0.00312983 0.0050064 0.007638 0.0678459 -0.0616544 0.00364288 0.0147561 -0.0157533 -0.00593689 0.0470039 -0.015726 -0.0294822 0.00428265 0.0148701 0.0227853 0.00357399 0.0664815 -0.0457126 -0.0316263 -0.0851935 -0.0695271
internal_weight=580.098 208.676 20.9154 187.76 371.422 363.737 14.3886 8.82176 6.72617 173.372 170.38 163.909 10.1995 6.47071 153.71 97.72 55.9896 51.261 15.7801 7.95564 35.4809 83.7496 70.6774 65.3738 45.4093 19.9645 22.452 5.07712 12.5728 17.482
internal_count=4633 2288 364 1924 2345 2310 349 218 214 1575 1538 1456 59 82 1397 751 646 481 165 133 316 699 370 339 241 98 152 44 192 117
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=4 4 1 4 3 4 3 2 2 3 2 2 0 0 3 4 0 1 2 2 4 2 3 0 3 3 0 0 0 1
split_gain=1.98199 5.01825 5.50556 4.96213 4.72507 4.29337 4.10734 3.63851 3.22321 3.19912 3.029 2.95264 2.93669 3.00707 4.93256 6.01721 2.87741 6.31304 2.84546 3.84481 2.7957 5.02187 2.85142 2.79527 2.60358 2.46131 2.8623 2.19675 6.44408 6.4294
threshold=49.064150740050003 47.927946529500012 88.512107028750009 45.700098835450007 -0.23921499999999998 45.044778924400006 -0.15544999999999998 -0.088465000000000002 -0.15734499999999998 -0.27297999999999994 0.63131000000000015 0.36215000000000008 67.058211147750015 78.252950803000019 -0.25420999999999999 35.771221912400001 79.271876434400014 59.240174904450008 -0.066979999999999998 -0.07490999999999999 49.960114208400007 -0.23381499999999997 0.079205000000000012 119.82189041595002 0.074735000000000024 0.076130000000000017 96.324766355850002 93.972365491700018 93.843319501450011 69.873026810350026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -3 -4 -6 -5 20 18 11 12 -11 14 -14 -16 -15 -18 19 -1 21 -2 24 -10 -22 -8 -27 28 29 -19
right_child=8 4 5 7 6 -7 25 -9 23 10 -12 -13 13 16 15 -17 17 27 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.053413930324446059 -0.15716813580125036 -0.05601886170645759 -0.109402824166974 -0.094578064155934241 0.14815411062364101 0.043281930976209984 -0.014989300939059313 0.010023070838399198 -0.10394857022657517 0.18840912959731748 0.062681632789382769 -0.094213906280270723 0.17039506171523472 0.083697965976709379 0.061822658162027394 -0.10109231227280763 -0.12870018227989688 0.0098379572455644312 -0.13367071920667525 0.10859896326209935 0.043738428810285883 0.017853870023650791 0.1001168365567785 0.057060513319613308 -0.11788999464306132 0.11778606348896814 0.013219691716151971 -0.0047668466431041931 0.094804732209984227 -0.073073117051009759
leaf_weight=7.3424453614279619 2.6193090192973614 3.8575149886310127 7.8542355676181597 9.3305086763575655 4.5719771254807773 2.4057440580800176 5.3047271110117391 5.1670094765722743 6.9707507453858835 0.85183845832943816 8.4438358154147846 3.1513491086661807 0.99074274022132058 4.4770084768533698 2.9943356085568658 9.3348125871270877 3.6035153195261946 265.32319999858737 2.9728416297584763 1.8298393934965123 2.588171696290372 4.3820161707699326 3.9085912290029228 1.2755702552385626 1.6207284685224292 5.5619182996451837 4.9453231943771243 171.06598280277103 8.6032964624464494 9.6946268538013083
leaf_count=109 25 24 515 160 10 41 31 36 187 8 47 47 20 20 34 265 44 1277 86 4 13 28 18 36 38 18 33 1332 26 101
internal_value=-0.000227131 0.000985384 -0.00106692 0.000377643 0.0454693 -0.0736015 0.0646752 -0.0572975 -0.0287522 0.00204767 0.00330801 0.00226375 0.00290122 0.0025693 -0.0442753 -0.0615257 0.00391763 0.00313826 -0.0486493 -0.0210929 -0.00132188 -0.0476247 0.0386142 -0.0790431 -0.0185001 0.0405375 0.068571 0.00418312 0.00958129 0.00691527
internal_weight=573.044 549.679 525.437 515.177 24.2415 10.26 20.3839 14.4975 23.3651 500.68 488.535 480.091 476.939 476.088 13.3199 12.3291 462.768 458.291 12.1451 9.17228 15.1188 7.00133 8.11749 8.24632 4.2089 15.812 10.5072 454.687 283.621 275.018
internal_count=4633 4288 4172 3616 116 556 92 196 345 3420 3221 3174 3127 3119 319 299 2800 2780 199 113 122 53 69 223 51 82 51 2736 1404 1378
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=1 3 3 3 3 4 3 1 1 1 4 1 1 2 3 3 0 1 3 2 3 3 4 2 3 0 2 4 2 4
split_gain=1.76973 2.93887 3.33611 1.516 7.32709 6.50682 6.12274 9.10009 11.1349 8.55303 4.91128 6.70408 4.84258 4.44868 4.24886 4.75083 4.54786 4.70925 4.49754 4.08687 3.8567 7.37943 3.57641 3.34896 12.3767 10.5764 11.1525 5.03968 4.20105 3.41369
threshold=93.840631043300007 -0.15544999999999998 -0.15849499999999997 1.0000000180025095e-35 -0.098985000000000004 41.909642283050012 0.080110000000000028 72.327589083450007 80.677940036650014 83.602982482550019 45.044778924400006 81.761388663200009 83.116371560950014 -0.088880000000000001 -0.23921499999999998 -0.24665999999999999 71.249517373150013 58.613764160050003 -0.21029499999999998 0.20852500000000004 0.074735000000000024 0.079205000000000012 40.21994457600001 -0.0025899999999999999 0.093745000000000023 95.746747857800017 0.20852500000000004 41.641174900500005 -0.013285 40.467253020850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 14 -6 7 22 -9 12 11 -10 23 20 15 16 -1 -18 -16 -11 -12 -22 -5 28 25 29 -27 -26 -8 -25
right_child=1 -3 -4 6 5 -7 9 8 10 19 13 -13 -14 -15 18 -17 17 -19 -20 -21 21 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-0.13322800915098126 -0.10326712106697843 -0.10449886616881553 0.20696532492428066 -0.0090052063415551192 -0.021163845858450502 -0.13043664613573275 0.0023880922239685109 -0.12136784921375028 0.091828111176059782 -0.10778703813033602 0.11958393037802879 -0.11502182246362586 0.11811107219452739 0.16677339978690575 0.075375465968772482 -0.095062417491471055 0.079371109733681541 -0.011100949405600885 0.003972589903077456 0.079179645387954564 -0.11197993134160474 0.1144131218237962 0.079224762492836776 -0.072481574483668557 0.039074518308555191 0.036636091465452013 -0.14852951550682367 -0.056818672071807567 0.071007611243442792 -0.15934318211802503
leaf_weight=2.5791205232962957 0.63779518147930503 3.7634227215312412 0.75928996503353097 5.4359549824148408 15.746684448793532 8.3331372020766121 288.57339627388865 6.9008952323347357 2.439241677522662 10.237187830731271 3.0961895585060102 4.3810035334900022 3.4926013797521582 3.1726622655987731 13.160986295901237 6.6148305945098391 6.8642287021502844 35.551451386883855 26.75454740319401 1.3198630232363928 3.4721946800127625 2.4597382508218288 29.671007225289941 9.2616438847035187 29.971590161323547 13.856217559427025 4.2505596969276658 6.7070358600467435 9.2066555023193342 8.8457882748916727
leaf_count=103 51 333 3 30 132 126 1684 129 6 281 8 115 11 6 59 64 43 293 316 18 94 7 181 73 151 60 39 55 38 124
internal_value=-0.000225412 -0.0585194 0.0653385 0.000309528 -0.00989726 -0.0589791 0.00295072 0.032382 -0.0125564 -0.0017059 0.0269207 -0.0410425 0.000911168 0.0649123 0.00301594 -0.0159324 -0.00429926 0.00354036 0.0275156 -0.0864347 0.0291162 -0.0181037 0.0655633 -0.000193128 -0.0194048 -0.0608742 -0.00683147 0.0215395 0.00450965 -0.114915
internal_weight=567.517 5.16051 1.39709 562.356 115.605 24.0798 446.751 61.0289 25.9219 385.723 19.021 6.82025 374.165 12.2008 91.5252 51.6096 44.9948 42.4157 39.9155 11.5571 9.02812 5.93193 35.107 370.673 72.8928 36.2142 18.1068 36.6786 297.78 18.1074
internal_count=4633 387 54 4246 1136 258 3110 576 365 2534 236 121 2235 115 878 503 439 336 375 299 109 101 211 2224 502 296 99 206 1722 197
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=4 4 4 3 1 3 3 2 0 0 1 4 0 3 0 4 1 0 0 3 4 0 4 0 4 2 3 1 1 4
split_gain=1.71038 3.96283 5.41865 3.93311 3.89471 3.41468 3.40968 2.56074 2.42528 2.31413 6.73343 6.21213 5.15889 4.40041 3.37209 6.34149 2.8548 3.441 5.38661 6.08541 3.42055 5.87838 5.0385 3.34572 2.23615 4.26594 2.24634 2.07046 6.44277 9.49981
threshold=49.064150740050003 47.74983977685001 46.095286511800005 -0.23921499999999998 90.937096262400004 -0.15544999999999998 0.070640000000000022 -0.15734499999999998 119.82189041595002 82.250688042950017 58.309968391300011 41.909642283050012 67.058211147750015 0.11231500000000003 75.381677519650012 41.243661560350013 60.87206898960001 85.307464937250003 85.619326080400015 0.085520000000000027 42.055256506450007 85.121961326250016 38.396531328800009 85.431134011250023 49.960114208400007 -0.23381499999999997 0.079205000000000012 71.053259929650025 71.504920895500007 36.558960102350007
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 -7 24 -9 10 11 14 -13 -12 15 -1 -11 20 19 23 21 22 -18 -19 25 -2 -26 -20 29 -29
right_child=7 3 -4 5 -6 6 -8 8 -10 16 13 12 -14 -15 -16 -17 17 18 27 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.10743546662794919 -0.15000567186388389 -0.052935354650791668 -0.079705041862240422 0.13575363232959306 -0.10152381956921396 -0.046567058666600769 0.060229037801935961 -0.10045917726667515 0.052360470277985009 -0.083588645543579421 -0.11868027730213085 0.1318275713073781 -0.12148721642599075 0.049601233407702817 0.094092328638934589 0.21021938079616584 0.022515549829913526 0.083636129616097885 0.0087031808318134077 -0.13321155299684137 0.093869713969506621 0.092080765969954265 -0.14957685730282219 -0.070342148371100019 -0.017863692532622887 0.015585519837606261 0.091938957319998113 0.12927110949153303 -0.00027908998278095015 -0.12309092173070441
leaf_weight=2.4806784614920674 2.4444848671555519 3.8995519652962711 8.6060926485806686 4.3149010725319448 3.7274183677509418 3.8556203544139853 13.308581660501657 6.2472317051142445 1.2455417071469126 3.8040972575545302 8.813533182255922 0.98538233805447717 4.3667069114744663 1.8864916563034047 7.486922912299633 0.84170385636389244 4.0684963241219538 2.9568776190280897 273.96268760319799 6.2132172398269176 8.1376381572335941 5.0573863610625267 2.9239860512316227 2.6994077414274216 3.877925818786025 4.2791441706940549 3.5861221812665462 1.7931748162955035 153.82718716282398 8.8708572238683683
leaf_count=92 25 27 130 10 438 27 68 187 36 35 279 16 141 16 23 17 25 21 1321 61 34 18 20 32 51 28 18 12 1246 179
internal_value=-0.000225132 0.00088281 -0.00102359 0.0394567 0.000317541 0.0562305 0.0362393 -0.0277641 -0.0750556 0.00107497 -0.0274791 0.0132596 -0.074849 -0.089011 0.0568854 -0.0269597 0.00269204 0.00338963 0.00157897 -0.0648934 0.04378 0.00995295 -0.0494468 0.0101515 -0.00278859 -0.0446179 0.0348913 0.00337846 -0.00548995 -0.0806558
internal_weight=560.569 538.889 513.51 25.3787 504.904 21.4791 17.1642 21.6805 7.49277 501.176 26.8614 16.1614 5.35209 10.7 10.8093 3.32238 474.315 470.511 450.323 11.8695 20.1875 12.0499 6.99248 5.65629 14.1877 6.72363 7.46405 438.454 164.491 10.664
internal_count=4633 4288 4156 132 4026 105 95 345 223 3588 584 289 157 295 132 109 3004 2969 2872 114 97 63 45 53 122 53 69 2758 1437 191
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=4 2 3 1 4 4 4 1 4 4 1 3 0 4 3 4 2 2 2 4 2 2 2 2 0 4 4 0 4 4
split_gain=1.5607 3.15269 4.75759 2.77439 2.21276 2.72031 2.71977 3.04708 2.00053 6.77202 6.08314 4.34552 5.34752 3.34733 2.73813 2.61738 5.87067 3.20746 8.26779 4.82535 5.89366 4.52246 14.3861 10.3106 7.05754 6.67665 8.95267 6.60814 9.74647 5.47311
threshold=33.036871954450007 -0.10771499999999999 0.088565000000000019 69.999384342500022 33.361153777850006 33.96174662340001 35.119813570500007 61.740440965750004 37.041406607950009 36.558960102350007 71.397382570300024 0.089505000000000015 94.300357383600002 36.257608591500009 0.098510000000000028 37.765550062200006 0.17437500000000003 -0.0025899999999999999 0.04932000000000001 38.751720283100006 -0.14510999999999999 -0.079369999999999996 -0.082654999999999992 -0.077085000000000001 87.261973998100004 41.542492784600007 44.749265482150008 96.978061681550017 40.165165956550005 43.182896969600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6 7 -7 9 10 13 12 -11 -8 -13 16 -10 19 -19 20 -17 22 -21 -23 -25 27 -27 -26 -29 -24
right_child=4 2 -4 -5 5 6 8 -9 15 11 -12 14 -14 -15 -16 17 -18 18 -20 21 -22 23 29 24 25 26 -28 28 -30 -31
leaf_value=-0.12393595299200846 0.078996266069351714 0.12037589381238541 -0.11458843506821328 -0.04503024623167895 -0.10139436083998388 0.11739481078603542 0.0061621369105878711 0.014556138633586395 0.0013028538267844105 -0.3224871509883529 -0.12611189205051143 0.047407180324651292 -0.076409399404194597 0.11788044840667278 -0.10754152588634365 -0.16238973564850709 0.12858621544553936 -0.084213472989694838 -0.0038962311126466732 0.0046860703097132573 -0.018436597911832955 0.093322411299217672 -0.12109849448981931 -0.020415253986692607 0.092795299135104772 -0.044795944507577672 0.10986374269699838 -0.15472210313813656 0.061298053672805476 0.013157400072096776
leaf_weight=3.0610892167314887 3.5658444650471202 2.7929154355078918 2.4097255789674819 1.5921405716799197 2.6350673874840131 4.016776204109191 13.12528240494431 10.191216953098772 12.298519705887886 1.5909521449357256 2.9864760255441061 2.0427493304014206 1.9848115034401415 3.3706905357539645 2.5819422490894794 3.5898029315285411 5.1372870430350295 15.444798885844646 75.316789664328098 240.45074890740216 13.691094238776712 17.333738896995783 13.181575516704472 43.31775379832834 22.289736017584801 16.408982227556411 4.8488086508586994 3.0323123987764102 6.7112023625522852 3.9452833472751072
leaf_count=145 18 9 57 48 37 16 99 92 115 21 78 13 30 14 28 57 14 237 598 1991 100 105 122 232 87 154 24 38 29 25
internal_value=-0.000233318 -0.0396718 -0.00171035 0.0603197 0.000479777 -3.72406e-05 0.000458377 0.0436299 -0.000710677 -0.0268742 0.00521434 -0.10311 -0.185896 0.02899 -0.0390999 0.000746637 0.0388056 -0.000637101 -0.0175637 0.00331424 -0.0483403 0.00571691 -0.00162122 0.0223054 0.00956342 0.0339317 -0.00951875 0.062766 -0.00593031 -0.0901718
internal_weight=554.946 9.85587 6.79478 4.38506 545.09 541.524 538.889 14.208 524.681 27.6829 19.4824 8.20046 3.57576 16.496 4.62469 496.998 17.4358 479.563 90.7616 388.801 17.2809 371.52 257.578 113.943 96.6088 53.291 21.2578 32.0333 9.74351 17.1269
internal_count=4633 259 114 57 4374 4356 4319 108 4211 283 191 92 51 113 41 3928 129 3799 835 2964 157 2807 2138 669 564 332 178 154 67 147
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=1 4 4 1 4 2 3 3 2 2 2 3 3 2 3 4 2 0 3 2 1 0 4 4 4 2 2 4 0 2
split_gain=1.71503 1.60761 3.51853 2.42615 2.74365 2.37058 2.18185 1.98524 2.48989 3.00384 1.9232 3.04374 7.61162 2.20141 2.09894 1.85579 2.30357 1.99402 2.25331 1.76625 1.95761 2.56124 1.58421 4.58755 4.00843 3.75596 3.82067 2.79764 5.67159 2.34056
threshold=54.884872733100003 49.064150740050003 48.823707093150006 89.721913187450014 45.044778924400006 -0.15734499999999998 -0.15849499999999997 -0.27297999999999994 -0.066979999999999998 -0.07490999999999999 0.63131000000000015 -0.16179999999999997 0.18642000000000006 0.36215000000000008 0.094595000000000026 49.960114208400007 -0.23371499999999998 104.25302938255003 0.074735000000000024 -0.23353499999999996 68.20618276945001 79.271876434400014 42.720329370750001 42.684965421050009 43.182896969600009 -0.11051999999999999 -0.13867499999999996 42.620627117000005 88.350799540950007 -0.088880000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 15 -7 8 9 19 13 -12 -13 22 -15 16 -3 -17 -19 -2 21 -21 23 27 25 26 -24 -9 -29 -27
right_child=1 5 -4 4 -6 6 -8 10 -10 -11 11 12 -14 14 -16 17 -18 18 -20 20 -22 -23 24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.10257769734456423 -0.11850580839535865 -0.095138057622410621 0.057824640808250442 -0.10360916184836683 0.017480876516632615 0.010167590983385801 -0.11063031855332389 0.0040112733352335207 -0.13475007977686834 0.10264263816567737 0.12545044391163582 -0.12559433531110414 0.10666537309767946 -0.15844466668434901 0.010676721583010482 0.070518234763717366 0.023602580271631732 0.068081932745526583 -0.11860492678045463 0.041598378054928102 0.065393918077494589 -0.11980251991108169 -0.043691589630491287 0.071426106580535317 0.0028217240910948958 -0.12144638893481528 0.10428447350690398 -0.16642654741649798 0.028305917398627214 -0.042404896759360926
leaf_weight=1.631346110254525 2.2379730297252509 3.6206878740340471 10.745477467775343 4.6923356484621754 3.1122191236354411 2.1434841500595221 4.9439808810129744 353.34716156078503 2.2182177454233161 1.7195768356323231 3.2263575494289398 2.5291616041213256 3.1915698051452637 1.6814920455217355 1.3021166827529667 4.706646990031004 2.9773070309311169 1.1365852216258647 1.4995385054498909 1.6491182977333672 2.0367003455758095 2.4347949177026749 3.7075284058228135 10.031029995530842 83.75923225376755 4.5879544839262989 3.2960306406021109 2.8683288954198352 3.1252645701169968 20.423400741070509
leaf_count=137 63 34 47 485 55 26 197 2225 40 4 8 29 19 37 10 23 19 5 41 31 11 18 33 74 729 44 13 24 17 135
internal_value=-0.000196879 0.000107371 0.00118741 1.0651e-05 -0.0553221 -0.0270075 -0.074097 0.000858454 -0.0388344 -0.0177232 0.00184035 0.0477842 0.00398229 0.00099823 -0.0846361 -0.00306729 -0.041557 0.0315184 -0.0381134 -0.0424855 -0.0146891 -0.0546275 0.00152487 0.00472409 -0.00868208 -0.038779 0.0259492 0.0028621 -0.0648864 -0.0569039
internal_weight=550.583 548.951 527.923 517.178 7.80455 21.0282 7.08747 509.373 12.2964 10.0782 497.077 8.94709 5.72073 488.13 2.98361 13.9408 6.59799 7.34277 2.63612 8.35859 6.12061 4.08391 485.146 369.372 115.774 32.0149 7.00356 359.341 5.99359 25.0114
internal_count=4633 4496 4151 4104 540 345 223 3564 167 127 3397 56 48 3341 47 122 53 69 46 123 60 49 3294 2340 954 225 46 2266 41 179
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=1 3 3 4 0 3 1 0 2 2 3 2 1 3 2 2 2 3 1 0 2 4 1 0 4 3 4 3 3 0
split_gain=1.39676 2.19395 2.23103 1.22676 6.11038 5.25948 4.2315 7.06932 4.88681 8.17289 4.95622 5.23976 8.224 4.82577 4.75532 6.37112 4.20874 8.16802 7.32377 6.08554 5.68783 5.62234 5.04651 3.80931 3.64107 3.43359 3.35948 3.32157 3.90374 5.99635
threshold=93.840631043300007 -0.15544999999999998 -0.15849499999999997 42.154118731400011 104.03526427400001 -0.225495 80.538140213850014 100.19345760555002 -0.072755 -0.078549999999999995 0.096915000000000015 -0.57826499999999992 62.020040611300011 0.092485000000000026 -0.09280999999999999 -0.156745 -0.11534 0.08574500000000003 61.993156030000002 86.103248543850015 -0.24150999999999997 43.182896969600009 67.031326566450005 110.98492854115001 44.279556297950009 0.084805000000000019 42.027798546600003 -0.12193999999999999 -1.0000000180025095e-35 85.882794977150013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 26 -6 7 8 9 10 13 -12 -13 16 15 23 17 20 -18 -20 -5 -21 -23 -8 -22 -24 -1 -26 -29 -30
right_child=1 -3 -4 6 5 -7 14 -9 -10 -11 11 12 -14 -15 -16 -17 18 -19 19 21 24 22 25 -25 27 -27 -28 28 29 -31
leaf_value=0.0045059706442278974 -0.10322261550120244 -0.10473961690986747 0.16270817011366631 -0.11384437458954261 0.037563999023846072 -0.10966020413570182 0.059948069222553961 -0.092513689526978582 -0.038443581446191914 0.091394819759670495 0.03570754337012446 0.02459368643206054 -0.19209017597796149 0.073551773156788722 0.056881075338852852 -0.11400312265712259 0.038451907952419019 0.092727819094775663 -0.13834177959953814 -0.077749657934437236 0.056875155593110509 0.069666800554913422 0.040842330531251164 -0.077075266226180369 0.019317205163992157 -0.14526352280247787 0.056579331134054271 -0.12984647081104492 0.092082691542779052 -0.084618789031029332
leaf_weight=309.83101916871965 0.54303123289719224 2.9610338965430847 0.75285200029611565 4.3517764676362196 3.4230152820236972 8.3352832938544434 8.1139829661697132 10.328658923506735 38.17975057521835 9.5416890531778318 3.3325967416167259 2.7265473008155805 4.8983780406415462 8.6026446595787984 20.572143742348999 4.6762880333699277 11.849156282842165 10.584503781050442 6.7052196767181185 12.142584253102543 10.499159211292861 7.3292176574468595 1.6810996402055023 2.7053530104458323 14.670355759561051 2.41618886962533 12.905178253538905 4.1654145391657833 3.3195023089647515 4.5566988475620747
leaf_count=1937 51 333 3 159 81 287 77 127 367 71 13 14 44 32 167 128 53 42 73 75 48 21 16 35 86 40 58 45 9 141
internal_value=-0.000188988 -0.0572469 0.0512716 0.000258784 0.0040084 -0.0668011 -0.00577264 -0.0123072 -0.00717926 0.00249601 -0.00495578 -0.0688911 -0.114608 0.00185426 0.0253677 -0.0164698 -0.00468847 0.0143019 -0.0281979 -0.0542841 -0.00567024 -0.0303704 0.019978 0.0256857 0.00698053 -0.0689051 0.00658822 -0.0126306 -0.0515527 -0.0101462
internal_weight=546.7 4.25692 1.29588 542.443 334.494 11.7583 207.949 171.881 161.552 123.373 113.831 10.9575 7.62493 102.874 36.0678 15.4956 94.2709 52.1474 42.1235 30.2743 41.5629 23.5691 11.4265 10.8193 37.2111 4.09729 322.736 26.712 12.0416 7.8762
internal_count=4633 387 54 4246 2363 368 1883 1476 1349 982 911 71 58 840 407 240 808 530 278 225 488 152 77 112 329 56 1995 281 195 150
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=4 2 3 4 4 4 0 2 3 2 4 2 2 1 2 4 4 4 2 4 4 0 0 3 2 4 1 1 4 2
split_gain=1.26974 2.89412 4.01542 1.86659 2.1873 2.39556 1.49864 1.40647 1.88477 1.65797 5.70323 5.23659 4.66398 5.21637 5.27693 6.74456 4.33536 6.30987 4.20777 7.07092 5.36064 9.84742 7.76981 4.268 5.84508 5.33183 7.51846 8.14144 7.91923 6.82096
threshold=33.036871954450007 -0.10771499999999999 0.088565000000000019 33.361153777850006 33.96174662340001 34.424709467050008 92.464140480550014 0.70681500000000008 0.18642000000000006 -0.0025899999999999999 37.688226470200007 0.04932000000000001 0.075080000000000022 62.057679025150001 0.13747000000000004 41.873095646600007 40.636252116050009 40.148327922700012 -0.033594999999999993 41.489621506400006 38.751720283100006 90.189704902150012 94.770837556450019 0.095235000000000028 -0.053874999999999999 42.081757894750005 75.28220456885002 62.132955852800002 42.844429421150004 -0.064729999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -4 9 -9 18 -11 16 -13 -14 -15 -16 17 -12 20 -20 21 -7 -23 -22 25 29 27 28 -27 -25
right_child=3 2 6 4 5 7 -8 8 -10 10 11 12 13 14 15 -17 -18 -19 19 -21 23 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.12301080845140232 0.073761715023300048 0.058576246044171526 0.0052725869405688443 -0.09289732794062161 0.070350804033567735 0.017723357401561946 -0.16496572088485417 0.0034593480458113817 0.10596659617750824 0.046630546197766257 -0.12137098775662036 0.032589003797683001 0.033100229512632626 -0.1221738707875144 -0.05789665181804006 0.044084034803929008 -0.12098226174948928 0.081027697654232553 0.06957092673332986 -0.012018169590880843 0.0095290946980753077 -0.1460219756623313 -0.033921085321246464 -0.010262285188848939 -0.1174194066871162 -0.12505944876966882 0.053928544736464169 -0.19048534630952846 0.052394503137742326 0.082962099770962361
leaf_weight=2.7462213225662708 3.4496282525360575 4.1287481817416829 0.78782464936375651 2.5244789398275307 4.8517436347901812 21.997108398005366 1.5048690726980565 4.7187070935033253 2.8936304897069931 13.840656413696705 2.8491164385341099 18.090937742032111 11.183394141495226 7.1244482379406682 21.118333039805297 9.3591811638325435 8.8511974029242975 3.3530249111354351 22.819304652046412 19.872592045459896 247.579958175309 9.3623991422355193 18.206231175689027 41.846869574859738 5.4329003337770692 5.0046096816658991 4.9242852721363297 5.1504418551921836 5.0550380647182465 9.6603146865963918
leaf_count=145 18 57 6 37 36 164 51 36 19 97 31 125 60 124 170 68 191 15 116 177 2110 76 266 225 39 36 37 48 23 30
internal_value=-0.000195349 -0.0370941 -0.000350602 0.00044156 -3.77681e-05 0.000408625 -0.106468 -0.000243585 0.0424248 -0.000877127 -0.0127422 -0.0227723 -0.0107777 -0.0268593 -0.0446921 -0.0265799 -0.0760595 -0.0119495 0.00184844 0.0315921 -0.00154479 -0.032176 -0.0719909 0.00313176 -0.0174179 -0.00983432 -0.0534678 -0.0882376 -0.0358877 0.00722221
internal_weight=540.288 9.16766 6.42144 531.121 527.671 525.146 2.29269 520.295 7.61234 512.682 95.7703 81.9296 66.8763 48.7854 37.602 30.4775 15.0533 6.20214 416.912 42.6919 374.22 49.5657 27.5686 324.654 77.0745 71.6416 20.1344 15.2101 10.0596 51.5072
internal_count=4633 259 114 4374 4356 4319 57 4283 55 4228 881 784 547 422 362 238 237 46 3347 293 3054 506 342 2548 438 399 144 107 59 255
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=4 3 3 2 3 2 4 4 1 1 3 3 0 0 1 4 0 3 4 4 1 0 0 3 4 0 1 0 2 3
split_gain=1.2895 3.46478 4.0982 3.02302 2.12705 2.18748 1.90893 4.391 2.82147 2.12473 2.19928 5.16369 2.89375 1.81008 6.41655 4.60394 4.47613 3.41834 2.79236 4.58746 2.68411 2.45695 4.46331 5.15627 3.12675 4.80695 4.35469 2.6509 1.80625 2.60501
threshold=49.292797572200008 -0.25098999999999999 -0.17949499999999999 -0.15734499999999998 0.079205000000000012 -0.15861999999999998 47.74983977685001 46.095286511800005 90.937096262400004 80.677940036650014 1.0000000180025095e-35 -0.15544999999999998 93.047535894850014 82.250688042950017 58.309968391300011 41.909642283050012 67.058211147750015 0.11231500000000003 39.476991512000005 35.771221912400001 60.87206898960001 85.307464937250003 85.619326080400015 0.085520000000000027 42.055256506450007 85.121961326250016 61.546871980350012 85.431134011250023 0.22387500000000005 -0.25215499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 -4 7 8 13 10 11 -8 -12 14 15 18 -17 -16 19 -1 -15 24 23 27 25 26 -22 -23 29 -9
right_child=1 2 3 -5 -6 -7 9 28 -10 -11 12 -13 -14 20 17 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.084693765228411044 -0.1637573371396025 0.094268637928762444 -0.1248487496964029 -0.10855450302036165 0.051145265544559171 0.042975160771975912 0.023595017924700833 0.036798292598536238 -0.10114232493490959 0.068349536271952158 0.10313777396178775 -0.1280929833191054 -0.011408013029873907 -0.082739062299958352 -0.11786629297924525 0.12044243275443384 -0.11906812031702828 0.039237100443358909 0.098043889808550985 -0.12281129020312974 0.027965597907682944 0.072829335381450214 0.0032355560177182436 -0.12736996289157246 0.087514201634824457 0.085709842676257572 -0.13311531027557164 -0.067068150793959974 0.026029967335681116 -0.12636980443413373
leaf_weight=2.38562443200499 1.688674850389362 2.8757149009034029 1.984946755692363 4.0476144193671635 3.7651695320382714 1.27590696327388 7.3519223146140593 1.1969495397061107 2.7183981030248097 8.3546468531712872 4.3377313464879972 3.2302032243460452 4.4866995699703693 3.6702181324362746 7.7790833446197194 0.99515227600932021 3.613891264423728 1.6849711202085016 5.8628442427143455 1.9251812659204004 3.5325242802500743 2.952279329299925 423.70216166879982 5.6989212464541197 7.6934832986444226 4.4154271855950356 3.1973638571798801 2.5027041174471378 1.4709394215606151 5.3600545749068242
leaf_count=35 19 17 39 195 26 18 37 13 438 49 12 35 30 35 279 16 141 16 48 49 16 21 2758 61 34 18 29 32 10 107
internal_value=-0.000178475 -0.028472 -0.0120946 -0.0397161 -5.90972e-05 -0.0591826 0.000672203 -0.000766338 0.000449491 0.0261854 0.00803347 -0.0227079 0.044898 0.00102291 -0.025603 0.015558 -0.0673547 -0.0898958 0.0531205 -0.00797681 0.00243446 0.00312348 0.00159179 -0.0608496 0.0384794 0.00463124 -0.0485638 0.00864545 -0.074118 -0.0965843
internal_weight=535.757 15.638 13.9494 11.0736 7.02602 3.26085 520.119 492.358 484.33 27.7612 19.4066 10.5821 8.82443 481.612 24.2467 14.7827 4.60904 9.46405 10.1736 4.31081 457.365 453.695 434.856 11.1539 18.8388 11.1453 6.72989 5.45498 8.02794 6.557
internal_count=4633 314 295 278 83 57 4319 4156 4026 163 114 72 42 3588 584 289 157 295 132 84 3004 2969 2872 114 97 63 45 53 130 120
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=3 3 0 3 2 3 2 2 4 4 0 3 1 0 1 4 2 2 3 3 2 2 2 3 3 3 3 4 3 3
split_gain=1.22903 1.62271 1.09591 3.07624 3.10261 2.71312 2.08647 2.58824 1.91667 1.49141 1.44316 5.7563 3.86491 2.8975 2.88659 3.01188 1.98196 2.32925 2.02372 1.60308 5.1554 3.18929 3.35717 4.89231 3.50348 3.13597 5.2562 2.93205 4.84555 4.64831
threshold=0.4369650000000001 0.42293500000000012 113.1679565431 0.078655000000000017 -0.088274999999999992 -0.38221499999999997 -0.02903 0.034600000000000013 40.767054867700004 40.722669576350008 110.78598263955001 0.078770000000000021 87.313054702550019 110.27248713660002 86.751166953300014 50.427417695700008 0.70681500000000008 0.36215000000000008 0.094595000000000026 0.12376500000000003 -0.094409999999999994 -0.59614999999999996 -0.24150999999999997 0.10787500000000003 0.12001500000000002 -0.11223 -0.078164999999999998 34.823977857500005 0.096480000000000024 0.093185000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 -4 -6 -8 9 -7 12 -12 14 -14 15 16 17 19 -19 21 -21 -1 23 25 -24 -23 -27 -28 29 -29
right_child=-2 -3 3 -5 6 8 7 -9 -10 -11 11 -13 13 -15 -16 -17 -18 18 -20 20 -22 22 24 -25 -26 26 27 28 -30 -31
leaf_value=0.045316359458275932 -0.056210136088467283 0.053059242581997804 0.13917074641449079 -0.10979118191774911 0.16599557044616695 -0.10297326004386936 0.14695432460895108 -0.1146650387105535 -0.14557370318848054 0.13321170235735194 0.097546360690667036 -0.1173944156626034 -0.11549994074554278 0.066112685751584799 0.095284419859256009 -0.11165954037493282 0.05469593405394501 -0.14571353123325409 0.013511868116689644 -0.10353191786963267 0.0092582176459857276 -0.12277429180116801 0.0032050457244173652 0.084290665265416759 -0.10615872983511172 0.07430322554509515 0.089103160755098124 -0.076506826806608308 -0.17957498641713299 0.030363348345008836
leaf_weight=16.054057579487562 3.8873279890976837 5.7497780611738554 0.61123619461432133 3.4418203714303672 1.4906589621677997 0.52008784469217084 0.67287888750433722 0.86333889653906226 2.1313900360837579 0.5501897931098938 5.1905912850052109 1.6395204812288282 4.7050413647666565 1.0801535281352697 3.2002861388027659 2.4037493634968987 6.6688540540635577 2.0363563075661655 1.312847366556525 6.1154075749218491 12.01324315741658 4.2320142490789321 412.09068782953545 3.3577604331076136 2.9501985926181069 4.0803110930137363 1.4349041068926478 11.733955012634402 2.8602778129279605 6.2311339434236279
leaf_count=86 38 27 2 244 6 70 3 59 69 1 39 101 197 21 22 116 42 49 10 41 59 92 2864 13 23 47 10 215 33 34
internal_value=-0.000187875 0.000225033 -0.000357296 -0.0326819 0.00611992 -0.0538885 0.0817114 -7.31182e-05 -0.0907458 0.0184406 0.000292596 0.0459513 -0.000325474 -0.0815911 0.000617108 5.7733e-06 0.000550037 -0.000192181 -0.0832991 0.000383913 -0.0287897 0.00152122 -4.47772e-05 -0.030288 0.00242766 -0.0428721 -0.0300346 -0.0491598 -0.0586863 -0.0394392
internal_weight=531.31 527.423 521.673 10.2816 6.83978 3.8129 3.02688 1.53622 3.20167 1.07028 511.391 6.83011 504.561 5.78519 498.776 495.576 493.172 486.503 3.3492 483.154 18.1287 465.025 448.971 33.9304 415.041 30.5726 26.3406 22.2603 20.8254 17.9651
internal_count=4633 4595 4568 454 210 142 68 62 140 71 4114 140 3974 218 3756 3734 3618 3576 59 3517 100 3417 3331 444 2887 431 339 292 282 249
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=3 3 3 2 1 2 3 1 3 2 4 3 0 2 0 0 1 3 4 3 4 0 2 2 2 0 3 1 1 1
split_gain=1.07259 4.85292 3.87341 3.29162 3.04686 2.17742 6.86516 6.04831 6.00873 2.96091 2.94701 3.65833 2.49884 2.3932 2.37049 1.99065 2.59609 3.17343 1.91917 1.7701 4.70353 8.03883 3.83617 3.52218 5.81945 4.46776 3.33456 7.47243 7.92666 4.89379
threshold=-0.23921499999999998 -0.21029499999999998 -0.24665999999999999 -0.040509999999999997 66.52858489605002 -0.18437499999999998 -0.25843999999999995 70.940344688150006 -0.51222499999999993 -0.07490999999999999 48.914776625700007 -0.53179999999999994 86.162394622750014 -0.23353499999999996 85.823648898300021 113.1679565431 93.155074220050025 0.078655000000000017 48.109449608500007 1.0000000180025095e-35 41.444941515100005 105.7585659356 -0.10040499999999999 -0.13734499999999997 -0.26416999999999996 93.72771580185001 0.080110000000000028 72.327589083450007 80.677940036650014 83.602982482550019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 8 9 10 -7 11 -1 14 -8 -11 19 -17 18 -18 20 23 22 -22 24 -3 -25 27 -21 -29 -28
right_child=1 15 3 -5 -6 7 13 -9 -10 12 -12 -13 -14 -15 -16 16 17 -19 -20 26 21 -23 -24 25 -26 -27 29 28 -30 -31
leaf_value=-0.12067133043528107 0.063633218636634528 0.094469325268035781 -0.23711578422679647 0.0011590907999913767 -0.058292881688122189 -0.049706902473402911 0.021693951217536617 -0.098238621576503676 -0.14539363417253418 0.03265493032614606 0.10146442853553983 0.12669607991436219 0.085265158480520617 0.12140832963100656 -0.12070766068687161 -0.12198404916191502 -0.10110344125464665 -0.10620860878491803 0.13960967090765197 0.058120794551562688 -0.05131691455546572 0.08348557181825432 -0.15688229640243398 0.073215930843079299 -0.10011488708694034 -0.024487047098423559 0.00092296271371282478 -0.11562130850958752 0.020670936990367622 -0.075329458623941595
leaf_weight=1.9898375822231176 12.152769289677961 2.097709288820627 1.8677783720195296 2.5337247152347109 1.9450210409704594 5.3971567787230041 4.159909216221422 7.437140450347214 3.4335481387097406 3.502833600156011 2.5652534961700439 0.85463871248066414 5.8428182080388069 5.7117920741438848 1.4149827063083646 3.077384872827678 0.42200940847396884 1.4780981426592914 1.5395274916663764 30.15192627441138 9.8969264575280249 3.3325997712090603 5.2782082054764041 10.951254433952274 5.7498301370069385 8.1734248753637058 355.63405232876539 6.1074801096692708 14.162433774676172 8.6206542965956015
leaf_count=61 71 14 17 26 31 32 32 128 87 68 7 4 20 16 8 88 86 189 14 211 139 18 102 46 172 74 2231 129 229 283
internal_value=-0.000189439 0.00124801 -0.0143353 -0.0871853 -0.145893 -0.00340778 0.0220643 -0.0236117 -0.0419269 0.0107378 0.0237433 -0.0463484 0.0410547 0.079389 -0.0114714 -0.000376578 -0.0552572 0.00444221 0.0878221 0.000400675 -0.0183273 -0.0571498 -0.0880346 0.00831184 -0.048101 0.03146 0.00245468 0.0265569 -0.020395 -0.000881669
internal_weight=527.483 478.826 48.6564 6.34652 3.8128 42.3099 18.715 23.5949 8.84328 16.1578 5.40973 2.84448 10.7606 9.8717 4.91782 466.674 6.51702 3.43964 1.96154 460.156 45.48 18.5077 15.1751 26.9722 7.84754 19.1247 414.677 50.4218 20.2699 364.255
internal_count=4633 4096 537 74 48 463 207 256 159 128 72 65 96 48 76 4025 377 289 100 3648 565 259 241 306 186 120 3083 569 358 2514
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=4 4 0 1 4 2 1 0 0 0 2 2 1 2 4 2 2 3 3 0 2 3 0 4 1 3 3 0 2 3
split_gain=1.04934 2.44022 1.90826 2.66857 3.10211 3.61796 3.20796 1.63997 3.94376 3.62869 4.64308 4.21868 2.54129 3.19147 2.95324 3.44005 3.68546 5.40891 2.80616 3.03363 3.34104 2.24519 4.84846 2.24437 2.1749 2.01426 1.63937 2.20473 1.8366 1.63483
threshold=49.064150740050003 48.823707093150006 71.144667506050013 55.855406118200008 49.960114208400007 -0.23353499999999996 87.143681840350013 85.121961326250016 85.307464937250003 85.619326080400015 -0.089569999999999997 -0.08725999999999999 61.821094709650005 -0.59496499999999986 35.771221912400001 -0.23381499999999997 -0.11534 0.10336500000000003 0.099855000000000027 67.620098897050013 -0.013285 -0.15148999999999999 78.099708689550013 41.685324604100011 65.036490633650018 0.4369650000000001 -0.27297999999999994 114.09278614000002 -0.066979999999999998 -0.51222499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 -4 -5 -6 -7 12 -9 10 -10 -12 14 -14 -1 -16 21 18 19 -18 -21 -17 -23 -13 -15 26 28 -28 29 -11
right_child=2 -3 3 4 5 6 -8 8 9 25 11 23 13 24 15 16 17 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.057753261610293052 -0.13602298432033486 0.050123487359709964 0.075639046596612053 -0.10936825704912545 0.13276520932587085 -0.11993496589838776 0.013345763855447508 0.072177972500337126 -0.14224317542835294 0.021679329670686424 0.097983976604851197 0.016505707889866134 0.14580661808290449 -0.11801911259855452 -0.102274138435163 0.097326637797661264 0.13001050471865283 -0.18901017505670095 0.068796891506075195 0.012499937794267351 -0.12671442039533518 -0.11718033230924413 0.084467497892362423 -0.12820470306652987 0.0089841412397577598 -0.079215248845756966 0.0036625723805600524 -0.073169150445653475 -0.14097935646028256 -0.086259751374402588
leaf_weight=5.771931964904069 1.4019655212759996 9.7803037543781084 2.7378538884222534 3.7946686213836065 1.6376038379967237 2.6759715285152144 5.5542277302592993 7.7378343790769568 4.0187592376023531 3.7307519833557303 2.4596753120422363 1.8855814933776835 0.63340264558792103 5.7021968783810717 4.3688826244324437 4.203741580247879 0.89578874967992472 2.0342834740877143 3.1179148033261299 3.0791073562577358 3.9168227217160174 2.0960404574871081 2.7657525166869164 2.4831890463829041 1.7659570602700112 3.0630322140641502 421.80556585267186 3.768217366654425 1.5528039175551374 2.249111325014383
leaf_count=85 16 47 10 67 8 125 119 35 57 25 8 8 1 226 95 20 16 17 11 20 134 50 10 42 30 35 2910 327 36 43
internal_value=-0.00018199 0.000659362 -0.0240434 -0.0144709 -0.0325283 -0.00297942 -0.0299892 -0.000317749 0.00139665 0.000171426 -0.0569608 -0.00676946 -0.0196386 -0.0697086 -0.0070605 -0.0211891 -0.00516644 -0.0392033 -0.011523 -0.0432564 -0.0654422 0.0438074 -0.00246792 -0.065747 -0.0879873 0.00159226 0.00216375 0.00298227 -0.0440801 -0.0189181
internal_weight=522.689 504.887 17.8023 16.4003 13.6625 9.8678 8.2302 495.106 454.755 447.017 10.8472 6.82845 40.3518 8.10156 32.2503 26.4783 22.1095 13.0439 11.0096 7.89172 6.99593 9.06553 4.86179 4.36877 7.46815 436.169 433.106 425.574 7.53267 5.97986
internal_count=4633 4288 345 329 319 252 244 4241 3526 3491 115 58 715 257 458 373 278 198 181 170 154 80 60 50 256 3376 3341 3237 104 68
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=4 2 3 4 4 4 0 2 3 2 4 0 3 2 4 4 0 0 0 0 2 4 2 3 2 2 2 2 0 0
split_gain=0.996653 2.47224 3.60157 1.50114 1.58008 1.75802 1.23324 0.967986 1.8047 1.34847 4.9241 3.74568 3.64867 3.41287 5.92259 4.23791 8.21339 6.31598 6.22017 3.87795 6.07174 3.8644 3.40424 3.34177 7.89376 3.8293 9.55231 7.00776 6.95893 5.32425
threshold=33.036871954450007 -0.10771499999999999 0.088565000000000019 33.361153777850006 33.96174662340001 34.424709467050008 92.464140480550014 0.70681500000000008 0.18642000000000006 -0.0025899999999999999 38.396531328800009 101.91675926715001 0.41817500000000013 -0.033594999999999993 41.489621506400006 38.751720283100006 90.189704902150012 94.770837556450019 94.848802842250009 85.683849075550015 -0.022394999999999998 42.759119507950011 0.059500000000000011 0.09557000000000003 -0.053874999999999999 -0.079369999999999996 -0.082654999999999992 -0.077085000000000001 87.261973998100004 86.866770652900016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -4 9 -9 13 -11 12 -12 15 -15 16 -7 -18 -19 -16 -21 -22 -13 25 -25 26 -17 -27 -29 -28
right_child=3 2 6 4 5 7 -8 8 -10 10 11 22 -14 14 19 23 17 18 -20 20 21 -23 -24 24 -26 27 29 28 -30 -31
leaf_value=-0.12121157348113581 0.067810831506766256 0.057240381511491745 -0.00080497274971101564 -0.08211152507170677 0.062441929209574878 0.017795587040415926 -0.16241255636852281 -0.0017247026121056958 0.10504431583727532 0.033258770965256881 -0.040534531583360303 -0.11426322825961235 0.06046483279394449 0.065260600672543231 0.077104969183586475 0.0087652779008487568 -0.13212779076870987 0.24659804217891576 -0.043112886703077669 0.026449272158854793 -0.16615802410645938 -0.020652493490480497 0.04471872209372519 -0.007097058570358957 -0.13930247041058352 0.093729214958056056 -0.017873133274377465 -0.044125709629400739 0.048377905925095055 -0.1376616683245539
leaf_weight=2.3575916935224086 3.2791004478931418 3.8427967766765487 0.72461015172302756 2.3365914837922892 4.5135892308317116 21.027823240496218 1.3555682380683718 4.3523591745179138 2.4881543666124344 19.259453504346311 56.065158953890204 1.5307756119873364 3.8205596879124633 21.492898070253432 3.9674603450112071 177.84749047411606 9.3286869991570729 0.77520671486854809 16.840250589186326 8.0069069433957338 3.9794026454910609 3.3718274007551372 11.210716430796309 68.245619194116443 4.8363853637129059 13.905072214081882 7.8304903432726842 14.104636909440158 19.206970317987725 7.0520828878507018
leaf_count=145 18 57 6 37 36 164 51 36 19 148 528 74 15 116 35 1712 76 4 262 91 32 19 116 385 38 99 52 72 108 82
internal_value=-0.000189861 -0.034605 -0.000131934 0.000368177 -6.76774e-05 0.000311887 -0.106118 -0.000248359 0.0371112 -0.000765993 -0.0116949 -0.0236158 -0.034091 0.00173318 0.0291407 -0.0013658 -0.0290429 -0.0655967 -0.0303635 -0.0110299 -0.0337977 -0.0994182 0.0256185 0.00287574 -0.0158461 0.00857796 0.00232515 0.0341008 0.00921048 -0.0746347
internal_weight=518.956 8.28057 5.92298 510.676 507.397 505.06 2.08018 500.546 6.84051 493.706 91.8867 72.6272 59.8857 401.819 40.8185 361.001 47.972 26.9441 17.6155 19.3256 15.3581 7.35123 12.7415 313.029 73.082 239.947 192.73 47.2167 33.3116 14.8826
internal_count=4633 259 114 4374 4356 4319 57 4283 55 4228 881 733 543 3347 293 3054 506 342 266 177 142 51 190 2548 423 2125 1846 279 180 134
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=4 3 3 2 3 2 4 4 2 3 3 3 3 3 1 1 4 0 1 4 0 2 4 4 1 0 2 2 1 2
split_gain=0.988866 2.89591 2.6395 2.40788 1.53278 1.73806 1.26865 3.61801 2.05596 2.27207 1.68741 2.60418 6.44088 1.82489 2.34843 1.67199 3.34137 1.3538 5.34703 3.1387 3.4267 2.76339 2.24359 3.37325 2.06177 2.03541 1.52919 2.64257 3.38037 2.61902
threshold=49.292797572200008 -0.25098999999999999 -0.17949499999999999 -0.15734499999999998 0.079205000000000012 -0.15861999999999998 47.74983977685001 46.095286511800005 0.23643500000000003 -0.25215499999999996 -0.23921499999999998 -0.144095 1.0000000180025095e-35 0.079265000000000016 70.348883899450016 89.541786492700012 45.044778924400006 82.250688042950017 58.309968391300011 41.909642283050012 67.058211147750015 -0.66761499999999996 39.476991512000005 35.771221912400001 60.87206898960001 83.933662832600007 -0.61402999999999996 -0.59614999999999996 78.27445846800002 -0.51760499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 -4 7 15 9 -9 -8 -12 -13 -14 -15 17 -17 18 19 22 -21 -20 23 -1 -19 -26 -27 28 -28 -29
right_child=1 2 3 -5 -6 -7 10 8 -10 -11 11 12 13 14 -16 16 -18 24 21 20 -22 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=0.068332680730107009 -0.15650968174057603 0.075173526571266691 -0.11964465472732788 -0.10670848633873822 0.04555495608813552 0.039631378427439634 -0.031011527451299793 0.034635461480812528 0.053803441405664426 -0.12318604267786831 0.097158411568954856 -0.12335192244401279 0.087594275355699039 0.064787037520413024 -0.048265004396250907 -0.10499873890161054 0.12966607937502167 -0.075441878698645631 0.10358382581860924 0.10118031045323497 -0.11466575888978257 -0.10613059469783402 0.088387556492343339 -0.12051844629936713 0.071386952905824808 -0.045979553727488222 -0.0089377302292036904 -0.050255212760639156 0.11517360236690988 0.002927989363018964
leaf_weight=2.2472969493828736 1.5263581904582686 2.7818200448527923 1.6635094964876773 3.1676500770263365 3.4052336467429996 1.1648637568578095 4.8258384345099357 1.1187799684703348 1.1133960643783209 4.9401517501100889 5.043265011161572 2.785715244710441 5.5518796518444997 3.9126366749405861 3.4644784727133811 3.3842432375531635 0.7393348307814448 3.3928935006260863 0.68733345717191685 0.98489997349679415 2.9046766813844442 7.3191438694484514 5.4379289550706744 1.6331774871796367 4.2861137073487034 6.5063887797296038 4.1270357817411405 9.4727377574890834 4.6866162624210119 411.42592175211757
leaf_count=35 19 17 39 195 26 18 33 13 6 111 18 34 30 14 34 492 4 35 7 16 141 288 48 49 28 51 24 112 17 2679
internal_value=-0.000164615 -0.0266623 -0.0103944 -0.0357138 0.000362616 -0.0540469 0.000559039 -0.000605931 -0.0710932 -0.0940443 0.0222525 0.0346354 0.0145701 0.0442871 0.011695 0.000471476 -0.0629246 0.00103353 -0.0236453 0.0154427 -0.0600103 -0.0881272 0.0469373 -0.0111492 0.00221296 0.00281108 0.00213728 0.00286583 0.0570579 0.00173105
internal_weight=515.701 13.7094 12.1831 9.40126 6.23361 2.82837 501.992 476.408 7.17233 6.05893 25.5838 20.758 15.7147 12.929 7.37712 469.236 4.12358 465.112 21.2145 13.208 3.88958 8.00648 9.3184 3.88047 443.898 440.505 436.219 429.712 8.81365 420.899
internal_count=4633 314 295 278 83 57 4319 4156 130 124 163 130 112 78 48 4026 496 3530 584 289 157 295 132 84 2946 2911 2883 2832 41 2791
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=0 1 3 3 1 3 2 0 0 0 1 3 2 3 4 1 2 3 3 2 1 0 1 2 0 3 3 2 3 2
split_gain=1.0136 4.32601 6.75337 4.562 8.0475 4.62113 4.32479 3.66207 4.65113 3.43362 6.79014 5.23952 7.11317 2.5224 2.23531 4.96649 2.77748 3.02131 2.54448 5.30369 5.6142 5.16421 3.96547 3.9241 3.48263 4.28248 3.28743 4.95365 3.77142 5.06094
threshold=98.230883170350012 78.196493182200015 0.087700000000000014 0.089705000000000021 72.62331947780001 0.12140000000000002 -0.61402999999999996 99.524031531050014 100.19345760555002 97.491557184450016 77.094225348750015 0.091290000000000024 0.13747000000000004 0.10020000000000003 36.772607578000013 78.381996793250025 -0.59614999999999996 0.10646500000000002 -0.098985000000000004 -0.088880000000000001 83.116371560950014 101.11291028615001 78.962703749400006 -0.087660000000000002 104.22883325935001 0.074735000000000024 0.089850000000000027 -0.047144999999999999 0.081515000000000018 -0.085550000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 -5 -6 -3 -8 -9 10 -1 -11 13 -13 15 -10 -16 18 -18 20 -20 -21 -23 -24 -22 -26 28 -28 -25 -30
right_child=1 6 3 4 5 -7 7 8 14 11 -12 12 -14 -15 16 -17 17 -19 19 21 24 22 23 26 25 -27 27 -29 29 -31
leaf_value=0.001146398265637225 -0.1263740544838293 -0.16263449023674442 0.088341499476264601 0.12279771840007409 -0.11432837681746577 0.018370293345887707 -0.15461936919775709 0.09387627159520455 0.16035379612111314 0.082919737486092229 -0.14760246840695643 -0.14522919560487466 0.1044410543310097 -0.017473748418069528 0.10280820482200498 -0.10945886575284072 0.04294651143813575 -0.14506150977559304 -0.12314515911051338 -0.10420973800950856 0.078801811911689223 0.10721861735597589 0.1504320379316631 0.021348631124832006 0.048855791416146377 -0.10927697055702737 -0.070494372078472339 0.088201560688752678 0.11389800822297461 -0.1174860249717628
leaf_weight=377.04035645560361 7.2566298414021757 1.5613165230024595 3.6113318651914623 2.587589729577302 8.1519863018766028 3.8702222798019639 1.4063979163765896 5.8694125879555932 0.82029001414775748 12.546719808131458 3.0940009993500999 2.9590498693287355 3.2353826761245728 3.2350458204746246 2.8431160256732246 4.0531658373074606 13.919576408225103 1.3703296768944699 6.6010230886749879 3.1958093494176998 3.3446455784142 5.402012586593627 1.9334628582000757 7.5103417034260946 2.8863852890208364 4.211243684636429 2.6732864049263299 7.4443971831351501 1.1250210725702352 5.9169428057502946
leaf_count=2740 125 46 14 9 77 32 14 20 3 43 91 22 19 22 21 263 149 36 159 22 26 20 3 93 27 241 37 52 18 189
internal_value=-0.000165744 -0.00869223 -0.044791 -0.0123003 -0.0371775 -0.0716097 0.0022453 0.00536464 0.00813831 0.00215753 -6.4303e-05 0.0405898 -0.0157339 -0.0785052 0.00145094 -0.0640446 0.00598632 0.00191025 0.00495419 -0.00516815 -0.0509582 0.0170019 0.0291051 0.0132436 -0.00532558 -0.0449693 0.00249173 0.046271 -0.0279464 -0.0805202
internal_weight=511.676 109.566 25.4778 18.2211 14.6098 12.0222 84.0882 82.5269 81.1205 402.111 380.134 21.9762 9.42948 6.1941 75.251 4.87346 70.3776 67.5345 66.1641 52.2446 17.0433 35.2013 32.0055 26.6035 10.4423 7.09763 24.67 10.1177 14.5523 7.04196
internal_count=4633 1696 257 132 118 109 1439 1393 1379 2937 2831 106 63 44 1359 266 1093 1072 1036 887 453 434 412 392 294 268 389 89 300 207
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=4 0 3 2 3 2 1 2 0 0 4 3 0 4 4 0 3 4 4 2 2 2 2 2 2 0 4 3 4 3
split_gain=0.92112 5.10389 4.51568 2.73241 2.59232 6.19675 4.07982 5.40087 7.91444 5.80635 5.75034 4.93515 6.04757 3.85976 4.58083 3.35542 3.19942 2.77465 2.5178 2.25364 7.78943 8.09316 12.4507 5.30514 4.86574 7.43683 4.66677 4.41444 4.78722 18.3897
threshold=42.154118731400011 104.03526427400001 -0.225495 -0.17605999999999999 0.088145000000000015 -0.24150999999999997 80.13218303615001 -0.14008999999999996 91.109157582800023 86.692020874450009 42.686561923500008 0.093955000000000025 97.32487278035002 42.91168285345001 43.847983878700006 109.30464220965001 0.087245000000000031 43.157831852650006 42.027798546600003 -0.064729999999999996 -0.086139999999999994 -0.079369999999999996 -0.077085000000000001 -0.054875 -0.043559999999999995 95.44832900530001 39.788107623550012 0.088350000000000026 36.558960102350007 0.095830000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 -3 5 -2 7 11 9 10 -9 -6 -13 -12 -15 -8 -7 -11 19 20 26 -22 -23 -21 25 -25 27 -1 -29 -30
right_child=4 2 -4 -5 6 16 15 8 -10 17 13 12 -14 14 -16 -17 -18 -19 -20 23 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.043130897328642601 -0.11388444333124657 0.099419483111782642 -0.10787086534852515 -0.10563842039595493 0.089740731321247671 0.0018193354685139629 0.089615464652402277 -0.14369936492830312 -0.14225434263441303 -0.01329904952390141 0.038110389849137186 -0.12632459713879368 0.058463951169453521 -0.1405813567739565 0.015706923670417514 -0.10815900738246811 0.061735883660195029 0.077465133384846341 0.050637964388190362 0.068172055144412352 -0.10373154547314717 0.10832487214843152 -0.046708209241443178 -0.14893562796478452 0.012508874386454594 0.024307109853393877 0.026499922581211251 0.057150104264669294 0.059591743349872495 -0.1524819065244333
leaf_weight=25.652838090900332 4.4306527562439433 2.1213895533001055 7.3933568578213436 0.9367673338856547 6.1618392914533597 115.04286460811272 4.9727850051131091 6.2420052960515049 7.4702562969177952 9.6104128286242467 5.3613114878535253 3.4928907454013824 3.59271489828825 4.3116933787241578 3.3190001593902707 1.0366754853166638 9.6604045415297133 5.1852705236524335 11.861833868548272 15.653589531779287 13.82056983374059 6.7417027689516535 22.364944918081168 4.8739606291055662 102.36804126715288 5.0402918681502342 67.333143378607929 13.682782059535386 10.622946899384262 6.6475615929812184
leaf_count=326 198 43 507 64 27 1251 41 60 87 41 26 27 18 52 17 98 64 17 58 62 105 32 136 34 629 20 394 87 50 62
internal_value=-0.000174406 0.00312393 -0.0655961 0.0366066 -0.00568259 0.00233179 -0.0227165 -0.0313019 -0.0490476 -0.0285866 -0.0648155 0.0242895 -0.0326286 -0.0269158 -0.0726032 0.0554979 0.0064609 0.01851 0.005466 0.00364843 -0.00400733 -0.0407192 -0.0107993 0.0136338 0.00603049 -0.060861 0.00870808 -0.0124554 0.0129673 -0.0220372
internal_weight=507.006 317.116 10.4515 3.05816 189.891 129.134 60.7569 54.7474 41.4999 34.0297 19.234 13.2474 7.08561 12.992 7.63069 6.00946 124.703 14.7957 306.664 294.802 166.866 42.9272 29.1066 127.936 112.282 9.91425 123.939 56.6061 30.9533 17.2705
internal_count=4633 2609 614 107 2024 1513 511 372 300 213 155 72 45 95 69 139 1315 58 1995 1937 1192 273 168 745 683 54 919 525 199 112
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 3 0 4 3 3 2 3 2 2 3 2 4 3 3 1 3 0 0 2 1 3 1 2 4 1
split_gain=0.853215 4.11613 4.59619 3.82624 7.35914 3.57281 3.50815 3.68947 2.84684 3.1843 2.65897 2.65208 2.57155 5.6691 4.81053 4.56858 4.39177 3.28524 3.00004 4.19931 9.26713 3.11868 4.71464 3.47997 6.15988 5.09764 4.9843 3.01685 4.67278 2.91767
threshold=93.972365491700018 93.843319501450011 69.873026810350026 94.625660817400004 -0.14907499999999999 -0.10696499999999999 93.501885318850015 33.036871954450007 0.4149000000000001 0.12001500000000002 -0.237895 0.096915000000000015 -0.051199999999999996 0.22387500000000005 -0.222165 -0.068964999999999985 43.477771593600004 0.097005000000000022 0.095235000000000028 71.830224329350003 0.090465000000000031 98.51854819030001 99.403050915200012 -0.094409999999999994 83.116371560950014 -0.15148999999999999 89.89935142405001 -0.084729999999999986 41.257948413050009 71.246828915000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 10 -4 7 -1 9 12 -2 -7 15 14 -14 18 17 -15 19 20 -5 -21 -23 24 25 -24 -26 -25 -29 -20
right_child=3 -3 5 8 -6 11 -8 -9 -10 -11 -12 -13 13 16 -16 -17 -18 -19 29 21 -22 22 23 27 26 -27 -28 28 -30 -31
leaf_value=-0.11153041066817777 -0.058234484971592983 0.076469486008593449 0.025718616361139868 -0.095218018830813864 -0.11100842509720324 -0.1513913081812753 0.08981270655912002 0.0033129170335746863 -0.12018642988173765 0.059602565484604346 0.091018142702279661 -0.02220045979046234 -0.097432678680141299 -0.11080913362868601 0.037831526676959028 -0.10001164438149879 0.046568502570435287 0.0098043568917860566 0.03802878063782783 0.0403660932799682 0.086167832279558682 -0.15036579073234324 0.02340170167819914 0.072247793631235735 0.047500573295950962 -0.12018984805489095 -0.11214565645768566 0.065502273884692833 -0.096032216197473708 -0.063831114538768524
leaf_weight=2.8254185661207876 1.8414055220782755 7.4636856527067712 2.9854811048135161 10.868433864787219 8.8686646763235313 4.4418941908515972 4.6419759057462207 281.94157752464525 1.9963091640966002 8.5071964722592366 3.3930905023589721 2.4740370232611895 2.7931191829266018 7.5130708557553572 44.807276085135527 5.6466979458928099 4.1500204550102344 3.2287617623806 3.4752418994903591 23.42395654739812 3.802028026431798 2.1135857459157696 3.5979334125295281 10.19471241021529 12.424096185248343 7.9029816645197517 2.320966816507279 3.7132168606622207 3.4589660842902958 14.736952053615822
leaf_count=89 23 35 23 214 111 80 16 1936 38 69 45 18 49 137 410 76 30 29 21 125 22 25 36 69 174 199 243 33 61 197
internal_value=-0.000170272 0.00311622 0.00128706 -0.00534645 -0.0555122 -0.0657085 0.00357915 0.00217346 -0.00143062 -0.000103812 0.0385136 -0.105176 -0.00308864 0.0130478 0.0298944 -0.0124535 -0.0408009 -0.0745553 -0.00760783 0.000384949 -0.0482097 0.0106944 -0.00450524 0.00256352 -0.0204144 -0.0752688 0.0223712 0.0372892 -0.0124018 -0.0443943
internal_weight=501.553 306.774 299.31 194.779 14.1032 9.90141 289.409 284.767 180.676 178.679 5.2345 6.91593 170.172 62.4922 47.6004 107.68 14.8919 10.7418 102.033 83.8209 14.6705 69.1504 45.7265 43.6129 26.246 11.5009 14.7451 17.3669 7.17218 18.2122
internal_count=4633 2197 2162 2436 179 121 2041 2025 2257 2219 68 98 2150 655 459 1495 196 166 1419 1201 236 965 840 815 652 235 417 163 94 218
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=4 4 0 1 1 0 1 1 1 1 3 0 0 0 3 1 4 0 4 2 2 3 3 0 2 0 1 3 0 0
split_gain=0.907439 2.71408 1.64833 1.73258 3.61986 1.87433 1.94886 2.28878 1.88769 1.80476 1.76944 1.28346 3.17026 3.05034 4.31995 2.23417 2.61051 2.44634 2.2703 2.71589 2.70748 4.18451 2.43279 2.41985 2.69987 1.87853 1.82376 1.68591 3.74451 1.67158
threshold=48.96897326980001 48.823707093150006 71.144667506050013 55.855406118200008 64.730006406800015 90.767723400200012 71.246828915000023 72.327589083450007 81.339300736700025 87.313054702550019 0.074735000000000024 85.121961326250016 85.307464937250003 85.619326080400015 0.085520000000000027 61.821094709650005 42.123054668150012 82.605564516150011 35.771221912400001 -0.23381499999999997 -0.11534 0.10336500000000003 0.099855000000000027 67.620098897050013 -0.013285 85.431134011250023 58.793890854750011 -0.15148999999999999 78.099708689550013 85.823648898300021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 -4 -5 -6 -7 -8 -9 -10 -11 15 -13 14 25 18 -17 -18 -1 26 27 22 23 -22 -25 -14 -20 -21 -29 -15
right_child=2 -3 3 4 5 6 7 8 9 10 -12 12 13 29 -16 16 17 -19 19 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.053582488590357392 -0.13376035085788021 0.064539976920576628 0.057473365601683805 -0.15465033314897322 0.12776442148627126 -0.12945692410383458 0.11707508350271767 -0.1172714188160994 0.061148051028413253 0.021349404030850377 -0.10921588270393617 0.066461833456355063 0.067680857641670478 0.023708582414926214 -0.11762763686988575 -0.11882590578786521 -0.1056626682287799 0.084196092718534635 -0.13120258896072476 0.087191509868485229 0.11396210307206663 -0.17080716088808254 0.066805669273617016 0.0081147412673213855 -0.12355570243416912 -0.055112916666865366 0.028485891964834555 -0.11497655713652391 0.07481124519226301 -0.00031743144682490354
leaf_weight=5.2289004882331964 1.2304765731096292 6.5591463516466311 2.8363949991762665 1.9517819359898556 0.93792186677455802 1.4081114325672377 1.354570174589752 1.697754253866149 2.8739854427985847 2.142074435018003 2.0137251941487193 7.3358248434960833 2.7627481594681722 31.304520469158888 5.2060670871287584 4.2047610278241327 1.1559438128024342 1.6436937246471641 3.0852038066368577 3.9449737519025803 0.88724572304635696 1.8949718512594689 2.991306446492672 2.9038423635065587 3.3582403387408672 2.2690862212330103 0.93100939504802216 1.7678832523524812 2.5234759896993637 386.25777202867903
leaf_count=85 16 32 12 18 3 39 12 95 27 28 110 35 21 134 62 163 84 10 85 20 16 17 11 20 134 32 10 50 10 3242
internal_value=-0.000183046 0.000656463 -0.0219466 -0.0139551 -0.0280441 -0.0081612 -0.0192565 -0.00386544 -0.0226362 0.000219046 -0.041917 -0.000231938 0.00127932 0.000161588 -0.0537657 -0.0182379 -0.0690112 0.00580521 -0.00618941 -0.0190575 -0.00417348 -0.0344056 -0.00891633 -0.0405987 -0.0624977 0.0123075 -0.0941848 0.0400041 -0.0033744 0.00148379
internal_weight=496.663 478.217 18.4468 17.2163 14.3799 12.4281 11.4902 10.0821 8.72754 7.02979 4.1558 471.657 435.136 427.8 10.2379 36.5215 7.0044 2.79964 29.5171 24.2882 20.2719 12.0356 10.1406 7.14933 6.26208 5.03183 4.01621 8.23633 4.29136 417.562
internal_count=4633 4273 360 344 332 314 311 272 260 165 138 4241 3526 3491 115 715 257 94 458 373 278 198 181 170 154 53 95 80 60 3376
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=2 2 2 2 4 1 1 1 1 0 4 4 3 4 2 3 0 2 2 2 3 0 0 2 3 4 2 2 3 3
split_gain=0.859814 2.97124 0.954685 6.90952 2.36017 3.41063 4.21562 2.97747 1.93782 1.416 1.08557 4.11309 2.29517 5.20234 3.53415 3.35252 3.18369 2.92874 2.58707 5.20752 3.2242 2.24382 3.24867 1.77033 4.69446 3.79199 8.39518 3.22884 4.09359 4.11612
threshold=-0.69416999999999995 -0.66761499999999996 -0.58319500000000002 -0.54488499999999995 39.852039223600009 75.629015667650023 78.27445846800002 78.290589216800015 78.537927364800012 102.11570516885001 42.783136484500005 42.982930821650008 0.085910000000000028 43.157831852650006 0.09450500000000002 0.08574500000000003 86.904409066750006 -0.24150999999999997 -0.097799999999999984 -0.11692 0.087245000000000031 86.474255765850003 90.490812212800009 -0.088880000000000001 -0.22831499999999999 43.663128814500006 -0.156745 -0.083834999999999993 0.083395000000000011 0.082535000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 7 -6 -7 -3 -8 -10 -5 21 15 16 18 17 -14 -13 19 -15 -20 -12 -23 25 -25 -19 -27 -26 29 -29
right_child=1 2 3 10 5 6 8 -9 9 -11 11 12 13 14 -16 -17 -18 23 20 -21 -22 22 -24 24 27 26 -28 28 -30 -31
leaf_value=0.062372355144468386 -0.16273955157931799 -0.099205926315649132 -0.12842877250616902 0.0030525669997022733 0.075895597619155306 -0.15382102995816621 0.11614209770380444 0.051943529029670338 0.071500380575730535 -0.10783838804254392 -0.018856160784458426 -0.11039391732075682 -0.05172561524493037 0.0077765061658052999 -0.12593214573123471 0.097821360002411928 -0.20933576884387417 0.069581190689405326 -0.08090028704695168 -0.19279760137115376 0.040433587600423537 -0.19870703708295911 -0.038169290333542716 -0.097862591037996868 0.090211472701564266 0.0076751530998571058 -0.097952075732309796 0.012405853272931698 -0.092432511360837452 0.15063934518602021
leaf_weight=2.1873391643166533 1.1257280842401076 3.1127301491796997 4.2176217790693036 341.64083363872487 9.8615125976502878 1.6924020051956166 1.6732040792703631 2.241951709613204 0.75469836592674244 1.0567301237024365 4.3497849884442967 2.2644528143573543 3.1510156858712461 4.3598081693053246 2.295892782509326 3.802372630685567 2.1602934538386762 5.6708215619437388 2.5536971518304226 1.841052170842892 15.380451793083919 2.4727751389145851 2.5712503506802022 2.8556091610807952 8.0079098455607944 31.415554486215107 9.8943583925720358 13.365793974604456 3.0123197315260759 2.5679361808579406
leaf_count=19 35 29 124 2783 37 17 5 40 3 59 38 100 33 31 48 20 22 36 19 35 142 20 32 60 24 289 317 154 50 12
internal_value=-0.000185197 -0.000463672 -9.10453e-05 -0.00101041 0.0210907 0.0413905 -0.0243368 -0.0359212 0.0385506 -0.0331202 0.000143724 -0.00787107 -0.00265654 -0.0255211 -0.00737323 0.00610277 -0.115831 0.0016913 0.00390494 -0.0517745 0.0231565 -0.0714855 -0.116871 0.00499655 0.024058 -0.00709804 -0.0176242 0.0369747 0.0144732 0.0346841
internal_weight=493.558 491.371 490.245 469.852 20.3932 15.0385 5.17703 5.35468 3.48463 1.81143 465.634 123.993 114.599 31.7422 26.4309 82.8571 5.31131 79.0548 24.135 6.20086 17.9341 9.39381 5.04403 76.7903 29.8096 46.9807 41.3099 26.954 18.946 15.9337
internal_count=4633 4614 4579 4389 190 121 84 69 67 62 4265 1482 1392 330 275 1062 55 1042 227 66 161 90 52 942 300 642 606 240 216 166
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=4 0 3 2 3 2 1 2 0 0 4 3 0 1 3 3 3 3 2 2 2 2 0 2 0 1 4 1 0 0
split_gain=0.75124 4.25553 4.04547 2.29357 2.17363 4.77839 3.37526 4.18066 7.66412 4.48562 4.26242 3.01357 2.8243 2.65412 2.64413 2.46845 2.30745 2.34628 2.28652 1.98653 6.26539 5.7518 9.09862 5.52929 6.68946 8.64165 7.9586 5.04275 4.53181 5.57643
threshold=42.154118731400011 104.03526427400001 -0.225495 -0.17605999999999999 0.088145000000000015 -0.24150999999999997 80.13218303615001 -0.160525 91.109157582800023 89.057864029250013 42.686561923500008 0.093955000000000025 109.30464220965001 62.132955852800002 0.087245000000000031 0.092895000000000019 0.091385000000000022 0.10176000000000003 -0.083834999999999993 -0.064729999999999996 -0.053874999999999999 -0.043559999999999995 95.44832900530001 -0.086139999999999994 86.264556031700025 62.907231794400012 41.542492784600007 62.00390986255001 91.498984011650009 102.11570516885001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 -3 5 -2 7 11 9 10 16 -6 -8 15 -7 -12 -9 -18 -17 23 -21 22 -22 -1 26 27 -25 -26 -27 -30
right_child=4 2 -4 -5 6 14 12 8 -10 -11 13 -13 -14 -15 -16 18 17 -19 -20 20 21 -23 -24 24 25 28 -28 -29 29 -31
leaf_value=0.0085753334278436035 -0.11206870583539857 0.094651774497396798 -0.10683568633954676 -0.10517945660479776 0.091717635176229495 0.0013099052424112062 0.081411576336848104 -0.0035698467869090633 -0.13701401853817102 0.087311914125505874 -0.041571055193348271 -0.017843854859090975 -0.10744014090389181 -0.069529154260616732 0.05721272974814047 0.098947821817441023 -0.15994415713986554 -0.05731421041135415 -0.00036559871281714777 0.068213681548613112 -0.1855055997371774 0.011528295938756964 0.028228686472812903 -0.041198983987129061 -0.071674246145993034 0.072481848711753921 0.10483511149693719 -0.23035073781594406 -0.071450802140481065 0.089921344733300573
leaf_weight=123.93586381548084 3.5547392698936155 1.9883100610459226 6.5262678692815808 0.80767362948972721 4.2788775060325843 110.84936602879316 4.8876815692055962 2.7691695932298925 7.2485169097781172 3.2830685079097739 5.0032012276351479 6.0747520327568054 0.94500628043897439 4.9987802300602189 9.1600556196644884 4.3070547245442841 4.4078067019581777 4.5035119391977787 5.0204969542101034 18.409737419337034 3.9090976454317561 104.4497158518061 4.0606387630105019 8.7299062907695753 4.1134994253516215 3.7609082683920887 6.5183732807636252 3.9033039063215256 15.046801388263704 2.4967300649732342
leaf_count=937 198 43 507 64 20 1251 41 20 93 11 40 39 98 38 64 17 34 33 27 75 28 657 16 42 22 14 27 30 136 11
internal_value=-0.000182588 0.00281841 -0.0637176 0.0369267 -0.0052919 0.00219237 -0.0213117 -0.0294181 -0.0435879 -0.0238405 -0.0356083 0.027435 0.050814 -0.00678812 0.00557685 0.0150969 -0.0833016 -0.108078 0.045493 0.00489056 0.0141359 0.00528017 -0.0766064 -0.00228763 -0.0324946 -0.0604326 0.021228 -0.148932 -0.0271305 -0.0484849
internal_weight=489.949 308.657 9.32225 2.79598 181.292 123.564 57.7279 51.8952 41.5416 34.2931 31.01 10.3536 5.83269 19.3295 120.009 14.3308 11.6805 8.91132 9.32755 299.335 130.829 112.419 7.96974 168.505 44.5695 29.3212 15.2483 8.0168 21.3044 17.5435
internal_count=4633 2609 614 107 2024 1513 511 372 313 220 209 59 139 122 1315 84 87 67 44 1995 776 701 44 1219 282 213 69 52 161 147
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 1 1 2 4 0 4 3 3 2 2 3 1 2 4 3 3 1 3 4 1 2 4 0 1 3
split_gain=0.740981 3.78515 0.857666 4.46021 4.1562 5.14025 3.42026 3.29203 4.37188 3.33033 3.43077 3.19742 4.09883 3.57024 3.30812 3.15672 3.11974 2.41234 5.79781 8.45114 2.27564 5.54931 8.68399 3.95432 3.66701 4.05754 3.27617 2.03152 1.82134 1.80546
threshold=71.096275259750016 0.11061500000000003 -0.0025899999999999999 59.98487780655001 61.944763783650011 61.982402197500001 62.041548276350007 0.048475000000000011 36.772607578000013 89.237990724000014 39.427119987250002 0.11458500000000002 0.10453000000000003 0.075080000000000022 0.12419000000000002 0.094780000000000017 62.132955852800002 -0.021344999999999999 41.835830569250014 0.10214000000000002 -0.10212 76.621056717750008 0.08759500000000002 45.044778924400006 72.62331947780001 0.63131000000000015 38.324118171300007 88.122280599850015 79.728914316550018 0.4369650000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 -4 -5 -6 -7 8 -8 10 -9 12 13 -11 15 -15 -10 29 -19 27 24 26 23 -23 -16 -26 -22 -20 -24 -2
right_child=2 -3 3 4 5 6 7 9 16 11 -12 -13 -14 14 20 -17 -18 18 19 -21 21 22 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.11952392119733797 0.00093226600172042129 0.14433826190680127 -0.12552227410821767 0.068587685963064374 -0.18488545565247938 0.070456167573644909 0.098402875494376915 0.033732996819165383 0.050247512728177068 0.04057431376388726 -0.12693603077598795 0.06173144053188076 -0.12130870357903537 -0.14491065112129967 0.08599365217835607 0.055973749391824347 -0.12620432914147103 0.077108071680741574 -0.048597878929319618 0.098752196194319353 0.0019844765227740829 -0.1193453138503541 0.13046298170076731 0.056453317236179038 -0.12660857198448439 0.073359199455477517 -0.12312093176934479 -0.17614993525880052 0.036616803060819485 -0.084797704171981139
leaf_weight=2.0985548382159318 362.4382535230834 0.73375144600868214 3.1396194980479768 7.2110005356371394 1.6566324867308129 5.3387662023305884 1.3217850718647222 1.9537721648812283 1.1874907352030275 15.308676922228186 4.1560757011175156 7.7969870433444148 2.9512461728882036 3.3683882815530515 5.7559206746518488 1.0188567731529472 6.4145818565739319 12.820497099542992 2.5334872622042877 3.0986295789480209 3.1148584112525111 4.6694072701502582 4.1540918946266157 1.7624413163866846 2.2816982980584726 1.8273776108399031 6.3819807427935302 2.4621862713247538 4.118195176590234 2.4733018124243236
leaf_count=186 3342 2 65 33 13 19 7 9 5 103 46 60 34 82 22 8 133 75 21 10 16 83 13 14 59 12 73 21 39 28
internal_value=-0.000167309 -0.0511665 0.000131925 -0.00827951 -0.00435314 -0.010431 -0.00702625 -0.0122267 -0.0694556 -0.00499496 -0.0755582 0.00168819 -0.00656662 -0.000267883 -0.0165276 -0.098259 -0.0986415 0.00224423 0.0352728 -0.0309896 -0.00600173 -0.0225032 0.0159801 -0.0711734 0.03448 -0.0376794 -0.0820877 -0.111464 0.0837435 0.000351204
internal_weight=485.549 2.83231 482.716 96.8899 93.7502 86.5392 84.8826 79.5438 8.92386 70.62 6.10985 64.5101 56.7131 53.7619 38.4532 4.38725 7.60207 385.826 20.9148 8.0943 34.066 24.201 14.7041 6.43185 9.865 4.10908 9.49684 4.99567 8.27229 364.912
internal_count=4633 188 4445 948 883 850 837 818 145 673 55 618 558 524 421 90 138 3497 127 52 331 238 149 97 93 71 89 42 52 3370
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=2 2 4 2 2 2 1 4 1 2 4 3 3 1 1 3 1 0 1 2 3 4 2 0 4 3 3 2 3 3
split_gain=0.739408 2.65551 2.52085 1.87455 1.82709 3.68777 7.05001 2.83468 1.76006 1.54086 1.05087 2.3013 2.35325 1.99688 2.3456 1.23776 1.05196 6.71513 3.01775 2.11538 2.92822 2.03551 3.12667 1.86975 2.69526 2.05521 3.44431 3.45188 1.51953 4.0732
threshold=-0.69416999999999995 -0.63026499999999996 40.574766824850009 -0.59614999999999996 -0.51760499999999998 -0.58319500000000002 75.629015667650023 49.292797572200008 78.27445846800002 -0.47573499999999996 49.292797572200008 -0.25098999999999999 -0.17949499999999999 87.143681840350013 87.313054702550019 0.074735000000000024 58.309968391300011 81.90387694410002 57.027573863050009 -0.25105499999999997 0.12140000000000002 39.117456157700005 -0.26416999999999996 73.921844754800006 35.119813570500007 0.070640000000000022 -0.15544999999999998 -0.23353499999999996 0.10487000000000003 0.10685000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 6 -5 -7 -3 -6 16 -12 -13 -14 -15 -16 18 -18 23 20 21 -19 -23 25 -25 26 27 -11 -21 -30
right_child=1 3 -4 4 9 7 -8 -9 -10 10 11 12 13 14 15 -17 17 19 -20 28 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.058680281140042603 -0.019401787853710582 0.0093333586752937236 -0.18423845278540296 0.09944417048331082 0.063438914996659032 -0.12401967079337831 -0.11977044309804868 0.077118859511793564 0.093453037955699536 -0.047972391372280543 -0.15001633633895239 0.06656487900449122 -0.11166810763528104 0.1089438864769668 0.031904918757162982 -0.10821990284546007 -0.11875078693938856 -0.13298556802984371 0.076343128085129816 0.0044367045772432563 0.07852780582729553 0.090177935135635282 -0.083519281577051949 0.073683839694605416 -0.11734867376479229 0.10291995356796078 -0.1157983784902553 0.10975539376979138 -0.08951024886370039 -0.0038467855133991376
leaf_weight=2.1264651846140614 2.4332377675455059 6.3793478813022357 1.4995200801640747 3.7947864849120378 3.837242486071772 5.037650744779965 2.3917045940179378 0.81386711634695519 4.0769149386323988 2.6484657053370029 1.4135787766426791 2.6526778712868682 2.6735709707718334 1.3217554390430453 1.027581822127104 1.6308709795121101 4.7499907675664863 3.1409227563999575 6.9338117977604261 345.79982155608013 1.584666423499584 1.5025706185260781 3.3397686539683495 1.0162090063095086 2.7031858121044934 2.213026924058795 2.0942990106996167 2.9143119221553206 6.2242350897286078 51.290744302095845
leaf_count=19 39 39 14 12 34 160 75 5 46 39 19 17 146 6 12 105 213 54 46 2783 6 11 65 4 74 17 76 88 53 356
internal_value=-0.000156834 -0.000417958 -0.0822523 0.000259293 -0.00068278 -0.0391335 0.0146955 -0.096044 0.0421318 0.000339656 -0.000199752 -0.0311331 -0.0130757 -0.0448261 7.27073e-05 -0.0540569 0.000557071 -0.000529135 0.0226605 0.00083094 -0.0456414 -0.0702888 -0.0296213 -0.00473017 -0.065155 0.01804 -0.0064918 0.0346604 0.00193341 -0.0131172
internal_weight=481.267 479.14 3.93276 475.208 464.751 12.038 6.18649 5.85152 10.4563 452.713 448.876 10.72 9.30646 6.65378 3.98021 2.65845 438.156 417.633 20.5233 412.883 9.56793 7.98326 4.84234 13.5895 3.71939 9.8701 7.65708 5.56278 403.315 57.515
internal_count=4633 4614 53 4561 4476 252 87 165 85 4224 4190 305 286 269 123 117 3885 3541 344 3328 136 130 76 298 78 220 203 127 3192 409
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=0 2 1 0 3 1 0 0 4 4 0 3 4 0 0 1 1 1 4 0 3 2 0 1 1 4 2 4 1 0
split_gain=0.750414 3.07906 0.772516 4.82637 6.1989 3.6158 3.45456 3.39057 2.66374 3.15327 5.10132 3.5405 2.30834 3.85348 3.64494 11.1796 9.91283 5.17609 5.96761 2.66972 4.27934 2.95726 4.47836 5.40428 5.35199 3.04967 2.69686 3.60481 2.41535 2.12536
threshold=71.096275259750016 0.11061500000000003 71.053259929650025 95.550490414250007 -0.089139999999999997 70.816675614150014 93.972365491700018 93.843319501450011 36.772607578000013 34.515670600900002 97.722764583650005 0.11458500000000002 37.892416320650007 92.773313165550022 90.321439350550008 66.859265246100009 67.606656606400023 65.130586668250018 43.321682097200004 93.308316333500017 0.093745000000000023 -0.094409999999999994 90.189704902150012 67.031326566450005 65.036490633650018 35.476804824450006 -0.051199999999999996 35.374259656300005 69.545034918450014 94.770837556450019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 12 9 10 -5 -12 19 14 17 -16 -17 -14 -19 20 21 22 23 24 25 -2 -23 -28 -15 -8
right_child=2 -3 3 8 -6 -7 29 -9 -10 -11 11 -13 13 28 15 16 -18 18 -20 -21 -22 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.11845152911014643 -0.097367305390673037 0.12719934471452987 0.013225870350215619 0.13544050894851814 -0.11313465409128878 0.075533497240134195 -0.072151375704602283 0.073506302554129418 0.0038654429236718519 -0.12008918128595765 -0.11389623159802031 0.1091192330949915 -5.7331254490423666e-05 -0.12994979355638001 0.092620340065076287 -0.14639331912044115 0.046551386042296306 -0.16902148774516124 0.022697086813901982 0.09745478157802924 0.054090980838630259 0.08816232052926623 -0.20222669403064436 0.13509430186268426 -0.253365325568224 0.056135057811958836 0.066154430755991589 -0.10286530031923234 -0.02714709339760062 -0.0042973143028061447
leaf_weight=1.9296795532573008 2.6074317458551359 0.6936686411499976 6.8866296326741585 1.8169755041599254 8.8992650774307513 6.7296387599781147 9.8671695282682794 6.8750436995178452 135.46056260459591 3.8855237043462694 3.2659030494978651 0.91026830254122604 200.24147126358002 3.398308468051253 15.028349101543428 4.8730860576033574 5.8705548830330372 3.9136097598820916 2.7746412195265293 4.5028229206800452 15.684548515826462 3.8412899505347013 1.6993894055485714 1.6952651441097257 1.2281940728425977 2.5698986127972603 2.3933301884681004 2.6690888777375221 6.9790243334136903 8.6742230844683927
leaf_count=186 60 2 64 4 300 35 110 27 1575 131 196 18 1340 31 59 51 31 32 26 13 72 17 14 4 11 56 16 29 40 83
internal_value=-0.000159423 -0.0534963 0.000134998 -0.00549438 -0.0580096 0.00302257 0.00143508 0.004121 0.00020952 -0.0499221 -0.00443076 -0.0652862 0.00242924 -0.00118987 0.001469 0.0369326 -0.0409642 -0.0029478 -0.0894865 0.0250494 0.0155687 -0.016735 -0.0546358 -0.023674 -0.0656931 -0.0211725 0.0249817 -0.0229588 -0.0608123 -0.0404072
internal_weight=477.865 2.62335 475.242 161.125 15.7859 314.116 307.387 288.845 145.339 9.87867 5.99315 4.17617 281.97 243.079 232.702 25.772 10.7436 206.93 6.68825 38.8913 34.3884 18.7039 9.80018 8.10079 6.40552 5.17733 8.90371 5.06242 10.3773 18.5414
internal_count=4633 188 4445 2288 364 2157 2122 1929 1924 349 218 214 1902 1610 1539 141 82 1398 58 292 279 207 145 131 127 116 62 45 71 193
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=4 3 2 1 4 4 4 2 3 3 2 2 2 3 2 2 0 4 4 1 3 1 1 0 1 3 0 1 4 2
split_gain=0.691374 1.96421 2.86171 2.03973 0.855343 1.04728 1.44918 0.790539 3.76274 7.42988 2.09357 1.09914 1.19043 2.55656 6.42543 5.93599 4.62454 3.75821 3.001 4.04767 2.57204 2.51892 4.65571 4.86473 7.35627 4.00923 3.77096 3.92569 2.89524 2.14606
threshold=33.036871954450007 0.088565000000000019 -0.10771499999999999 58.960575258850007 33.361153777850006 33.96174662340001 34.424709467050008 0.28423000000000004 0.094595000000000026 -0.17949499999999999 0.27394500000000005 0.26597500000000007 -0.0025899999999999999 0.070640000000000022 0.04932000000000001 0.049235000000000008 91.498984011650009 40.636252116050009 36.772607578000013 65.036490633650018 0.082855000000000026 76.621056717750008 62.057679025150001 89.711159354950013 67.254468591300011 0.08759500000000002 93.72771580185001 72.327589083450007 40.518963363600001 -0.013285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6 -7 10 9 -9 11 12 29 15 17 18 -17 -15 -14 -20 -16 22 28 -24 -25 -23 -26 -28 -22 -8
right_child=4 3 -4 -5 5 6 7 8 -10 -11 -12 -13 13 14 20 16 -18 -19 19 -21 21 25 23 24 26 -27 27 -29 -30 -31
leaf_value=-0.1185689837121511 0.054282961330094484 0.079517612259401488 0.056593424243338165 -0.1575686635302524 -0.072137950180776747 0.060722678864531136 0.00040065248535225376 0.096447345536825366 0.090348165233987032 -0.12502434444858745 -0.083337239394888823 0.057978685831826908 0.16215619959040106 -0.0117263760510469 0.053851569580400022 0.022334147347826058 -0.15222839226331739 -0.13022985631913617 0.073691740918522736 -0.18674867792503178 0.078586971475725076 -0.07779560303327436 -0.15235977224639211 0.090398499459352077 -0.16613001054331003 0.079141688075208494 0.024938850285085426 -0.11990020741676599 -0.032382831613818004 0.05253736709451147
leaf_weight=1.3130271267727947 2.918075766414403 0.45664782822132144 3.2200741295237085 1.767173269530758 2.0053267769981167 3.9336791189853093 360.62171193351969 2.7296615256927907 5.0119911008514464 3.4034203230403346 3.0588354095816603 3.2103366553783408 1.397438377141951 5.0757752137724292 10.977063328726215 2.0651473952457309 5.724297839216888 5.6609113381709903 1.6658606710843744 0.92982740106526751 6.4942603856325167 2.0987013487610948 3.4788653450086739 4.2402133885771027 2.7522418536245805 7.2553245404269546 4.9083959311246872 3.0243131425231695 3.6853148527443409 8.0717741092666966
leaf_count=121 18 6 57 75 37 36 3293 21 43 67 35 14 3 44 70 60 80 121 56 14 30 53 30 18 24 65 24 32 32 54
internal_value=-0.000147967 -0.0319064 0.00585708 -0.108884 0.000312131 -2.76693e-05 0.000285684 -0.000233919 0.0260727 -0.0264535 -0.00089071 -0.000321865 -0.000747116 -0.0125624 -0.00415451 -0.0551287 -0.105948 -0.0742073 0.0440055 -0.0196032 0.0112219 -0.00111272 -0.0158532 -0.0458686 -0.0210468 0.0439307 -0.0652727 -0.0302805 0.0384125 0.00154208
internal_weight=473.156 6.75692 4.5331 2.22382 466.399 463.481 461.475 457.542 11.1451 6.13308 446.397 443.338 440.127 71.434 59.6514 11.7826 7.78945 10.7367 3.99313 2.59569 48.9147 37.9376 28.5836 18.404 14.9252 9.35403 10.685 7.93271 10.1796 368.693
internal_count=4633 259 178 81 4374 4356 4319 4283 131 88 4152 4117 4103 756 543 213 140 165 73 70 378 308 190 128 98 118 80 56 62 3347
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=0 0 0 4 3 0 1 0 3 1 2 2 1 4 2 2 2 1 4 1 2 2 1 4 1 0 1 1 1 1
split_gain=0.741348 3.99122 3.331 10.9341 3.35227 2.90247 3.25564 2.55032 5.48428 2.39968 4.6706 13.3781 5.96411 5.66868 4.14029 3.7153 6.75289 3.63046 6.00084 3.47678 3.33588 3.30245 2.99614 6.17979 3.96426 5.06687 3.7337 3.57653 3.3524 3.06597
threshold=85.732241321850012 85.823648898300021 85.990333302400003 40.518963363600001 0.10646500000000002 86.135510041400025 62.116825104000007 86.345209775600011 0.085910000000000028 64.369753017350021 -0.06828999999999999 -0.077085000000000001 61.971648364950006 42.527280425250005 -0.016014999999999998 -0.078549999999999995 -0.083834999999999993 66.235542959850008 38.621016321050007 66.859265246100009 -0.087660000000000002 -0.072755 68.20618276945001 37.892416320650007 69.165962322050021 93.308316333500017 69.873026810350026 69.873026810350026 70.077349628250019 71.830224329350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -4 8 -7 10 11 12 -9 14 -12 16 20 18 21 -19 -14 -11 23 -21 -24 26 -26 -27 -29 -28
right_child=1 2 5 4 -6 7 -8 9 -10 17 13 -13 15 -15 -16 -17 -18 19 -20 22 -22 -23 24 -25 25 27 29 28 -30 -31
leaf_value=-0.0093696452998708185 0.052445438387593274 0.038940038291023084 0.0087181656403908167 -0.15763581526319814 -0.018995408776291384 0.025085513758877277 0.10256886913328163 -0.091877093146909339 -0.097983233452224594 -0.045585148401918102 0.10031604849702554 -0.16610061655094863 0.02074156758396109 -0.03487819042950465 0.017699702708553713 0.10579595381058318 -0.073972521305644356 0.055464208926768899 -0.12333353035997929 0.055198391977796191 0.1131159337842717 0.062486443837314581 0.057652022602680521 -0.10549312654812207 -0.21328933813385334 0.067047067003828467 0.043196877910811365 -0.092408452640594163 -0.0013528399936050906 -0.13925224812829495
leaf_weight=73.444068367825821 14.841879066079853 8.330374903976919 9.9821163006126863 6.5109062567353231 2.382149051874876 6.7194404229521734 5.8697347342967978 4.8651559576392165 7.8525087460875511 7.3531087525188923 15.387918412685394 4.5558934211730948 26.916363582015038 6.8292726799845687 10.013159193098545 5.0184466838836661 7.0727205052971867 10.758940279483793 6.5146893840283147 3.5307387635111791 4.5736670792102805 4.5942417047917861 11.251916468609123 7.4285602532327175 1.8543086424469937 7.5005064513534299 2.0306181358173494 4.1363396421074858 179.86560398311121 1.6856206275988368
leaf_count=1000 54 29 44 59 13 26 27 28 47 39 66 34 123 35 52 57 40 49 63 14 11 19 47 84 13 33 24 28 2423 52
internal_value=-0.000141643 0.00156885 -0.000411053 -0.0433837 -0.120499 0.00162139 0.0434699 -0.000283169 -0.0412336 0.00150484 0.0159839 -0.00227059 0.013136 0.046003 0.0677485 0.024859 0.0143261 -0.00346119 -0.0461268 -3.7074e-05 0.0341582 -0.00402723 -0.00276018 -0.0537234 -7.91734e-05 -0.00337535 -0.0973898 -0.000640593 -0.00339976 -0.0395588
internal_weight=469.671 396.227 381.385 17.2234 8.89306 364.162 15.8519 348.31 14.5719 333.738 85.2326 53.0022 48.4464 32.2304 25.4011 43.5812 38.5628 248.505 18.462 230.043 31.49 11.9474 219.284 10.9593 208.325 197.073 5.57055 191.502 184.002 3.71624
internal_count=4633 3633 3579 101 72 3478 71 3407 73 3334 446 293 259 153 118 231 174 2888 121 2767 134 58 2718 98 2620 2573 89 2484 2451 76
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=0 2 1 1 0 2 1 0 2 4 4 0 0 0 0 2 3 3 4 3 3 4 4 2 2 1 3 1 4 1
split_gain=0.681292 2.65732 0.750577 4.56413 2.02891 1.84246 1.75424 1.89048 2.59044 2.20494 1.88166 1.16056 1.60415 1.48437 2.41929 4.00848 3.12655 1.33435 2.70436 1.29624 4.16375 2.0305 2.53912 2.78513 3.14966 2.16641 1.9219 1.87764 1.7419 1.66371
threshold=71.096275259750016 0.11061500000000003 58.309968391300011 59.98487780655001 81.446839061900008 -0.55200499999999997 57.027573863050009 73.921844754800006 -0.23353499999999996 35.119813570500007 48.96897326980001 83.933662832600007 84.546631286350006 85.307464937250003 85.619326080400015 -0.089569999999999997 0.085520000000000027 0.096715000000000009 42.123054668150012 -0.22831499999999999 -0.21029499999999998 35.771221912400001 37.817254840650008 -0.22573999999999997 -0.080234999999999987 75.424692849750016 -0.16179999999999997 73.448676123850007 40.722669576350008 63.910026677050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 7 8 10 -9 -2 17 -13 -14 15 -15 -17 18 -6 21 -21 -16 -23 27 25 -25 -22 -24 -26 -28
right_child=2 -3 3 4 11 -7 -8 9 -10 -11 -12 12 13 14 19 16 -18 -19 -20 20 26 22 23 24 28 -27 29 -29 -30 -31
leaf_value=-0.11740963099390395 0.03413526194027177 0.11920324489440007 -0.10587092783621624 0.10241566505043452 -0.12015410818565225 -0.11138805271651685 0.058923063022896717 0.065219438454623899 0.080187610202568024 -0.11627772225245643 -0.085416692610073827 -0.070967486951315217 0.040342424125104831 -0.13450202416975787 0.049867882136564429 0.060108462421620615 -0.082560086002956889 0.097799802729011232 0.062553730642055716 0.076895608108477925 -0.081471495786441916 -0.12360838267236784 -0.026740703555859141 -0.12632961770170931 0.038496773737445054 -0.0203189755993743 0.01043289277319303 0.081612096175604013 -0.040446596013303568 -0.0034609753791704175
leaf_weight=1.7498716800473624 2.6129278098233044 0.65130617842078198 4.0865356670692554 0.47392293810844455 1.1834666980430477 2.6954876952804616 7.125767419114708 0.91844874620437567 4.0612333163153398 2.4680292122066021 2.6534780040383339 3.1394294165074816 9.276034511625765 3.5265988782048225 3.8650251500075674 3.5729300957173091 2.6944566126912832 2.631531348451972 2.5680169956758618 7.4210090120322993 2.7881394890137008 2.5010063803056282 2.6862920345738557 4.9274007566273266 5.3179304727818764 3.166529621463269 139.84634279832244 3.9524059630930424 5.8916706242598593 224.60605494299671
leaf_count=186 15 2 80 7 20 172 33 4 31 74 30 21 50 57 71 25 33 11 72 39 41 39 36 38 35 41 709 32 51 2578
internal_value=-0.000100851 -0.0532297 0.000174885 -0.000677673 0.000302142 -0.0794179 0.0192036 -0.00305753 0.0201768 -0.0670538 -0.026101 0.000882232 0.000252723 0.000777535 -0.000103073 -0.0492165 -0.00122718 0.043209 0.00491556 0.00107887 0.00273616 -0.0181398 -0.0273811 -0.0181041 -0.0373192 -0.0848558 0.00123759 0.0377681 -0.00299519 0.00187033
internal_weight=465.059 2.40118 462.658 442.818 438.732 3.16941 19.8399 12.7141 9.32764 3.38648 5.26641 435.562 429.179 426.04 416.764 9.79399 6.26739 6.38302 3.75148 406.97 374.662 32.3083 28.4432 25.9422 19.3035 8.09393 367.241 6.6387 11.2096 364.452
internal_count=4633 188 4445 4258 4178 179 187 154 76 78 45 3999 3896 3875 3825 115 58 103 92 3710 3367 343 272 233 165 79 3328 68 86 3287
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=4 0 0 3 0 4 4 4 0 0 0 0 1 2 2 4 2 3 2 2 2 3 3 2 3 3 2 3 3 4
split_gain=0.666008 1.50535 3.244 1.28429 1.19948 0.668905 2.77278 1.74177 2.87748 8.09389 4.85306 4.23287 2.61916 1.73375 6.86889 4.27245 3.93894 3.62917 3.1494 3.02539 3.89595 2.75299 2.61665 2.41022 2.40928 1.73345 1.72071 1.70465 4.27659 4.58542
threshold=32.724174661450007 94.109476856350014 93.501885318850015 -0.49124499999999999 79.271876434400014 42.783136484500005 42.844429421150004 43.182896969600009 86.208098410950015 86.904409066750006 90.490812212800009 93.047535894850014 61.885617704800005 -0.098419999999999994 -0.10290999999999999 43.61821939175001 -0.156745 -0.22831499999999999 -0.095854999999999996 -0.088880000000000001 -0.082275000000000001 0.082685000000000022 0.087245000000000031 0.09450500000000002 0.08729000000000002 0.085235000000000019 -0.10434500000000001 -0.15544999999999998 -1.0000000180025095e-35 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 -7 8 12 -10 -11 -12 -8 14 15 -9 27 -15 -19 24 -21 -22 -23 -24 -20 -13 -18 -17 -29 -30
right_child=5 -3 -4 4 -6 6 7 13 9 10 11 25 -14 17 -16 16 26 18 19 20 21 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.059290111564058771 0.0026065130347241675 -0.11959860300246246 0.12410864948796763 0.0013558135155349081 -0.15830385525711446 -0.14788912355482972 0.042706435272979598 0.087162567643011626 0.090591121197008406 -0.13931442075356223 0.10326014175676296 -0.15288196481503463 -0.13101391069017615 -0.1051778528655631 -0.18465264658234054 0.022439051006516303 -0.096709228408678488 0.11781907768699683 -0.13443575413643435 0.06723926880984156 0.031137846965514512 -0.12236802022302976 0.018808455411581396 -0.12204438770109304 0.0085047290082735823 -0.014444533870339605 0.0936869260742004 -0.11705212804279358 -0.077259399758142999 0.037426845521924219
leaf_weight=0.63159379642456803 336.27904936787672 1.5129460892640052 1.3475475013256071 0.71672946610487942 1.369936537928879 1.3633350110612799 1.097496922127905 4.6771762793650842 5.3828649371862438 4.4647666886448842 2.3475495832972229 1.4621893612202259 4.1482746717520058 2.3747990794945499 2.1925026979297391 17.354121980955821 6.4110111403279006 3.1657964885234824 2.2952836393378666 13.254455797374243 12.286431794986134 2.7521029354538751 6.2010664765257388 1.51085206028074 2.4249596521258354 2.3714178059017286 0.51262244395911594 3.7248092473018906 5.0612813741900124 11.202719184104351
leaf_count=33 2794 148 3 38 19 17 26 39 19 31 10 29 66 58 37 144 292 17 27 49 130 72 101 36 16 35 3 94 116 134
internal_value=-0.000100843 -0.0344434 -0.00275589 -0.0656476 -0.103464 0.000319014 -0.00608917 -0.0044602 -0.0303821 -0.00934286 -0.0598722 -0.00248952 -0.0946689 0.00120167 -0.0114887 -0.00373161 -0.0133354 0.015228 0.0217428 0.0142742 0.024143 -0.000965031 -0.0386589 -0.00878621 -0.0610021 -0.0672464 -0.0826124 -0.000491015 -0.0203987 0.00173702
internal_weight=461.898 5.57875 4.06581 2.71826 2.08667 456.319 120.04 118.677 21.2746 16.0288 10.6459 6.18116 5.24577 97.402 51.1362 48.9437 44.2666 46.2657 43.8909 40.7252 36.0049 22.7505 10.464 7.71192 4.72024 3.83361 6.92363 37.3429 19.9888 16.264
internal_count=4633 241 93 90 57 4392 1598 1581 216 124 105 74 92 1365 859 822 783 506 448 431 388 339 209 137 43 64 295 488 344 250
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 1 4 1 2 4 3 3 1 1 3 4 4 3 3 4 4 4 2 2 4 4 1 3 2 1
split_gain=0.631657 2.71196 1.72363 1.55271 2.95676 5.92997 3.03111 1.4531 1.13089 0.917776 1.96572 1.81473 1.69164 2.02561 1.1314 0.89816 4.8795 4.44665 4.42322 4.64945 4.52848 3.56489 2.99457 2.9737 4.00787 6.01326 3.86654 6.0778 3.51203 3.33135
threshold=-0.63026499999999996 97.886760529650019 -0.59614999999999996 -0.51760499999999998 -0.58319500000000002 75.629015667650023 49.520520114700005 78.27445846800002 -0.47573499999999996 49.292797572200008 -0.25098999999999999 -0.17949499999999999 87.143681840350013 87.313054702550019 0.074735000000000024 40.165165956550005 39.522095559600011 0.091705000000000023 -0.093130000000000004 38.751720283100006 37.995872310650007 40.467253020850002 -0.124155 -0.13734499999999997 44.202975721700007 41.11191809080001 77.209829048350016 -0.15544999999999998 -0.237895 75.085947125300024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 -6 -2 -5 15 -11 -12 -13 -14 -15 16 17 18 19 20 -10 -17 -20 24 25 -23 -27 -28 -26 -25
right_child=2 -3 3 8 6 -7 -8 -9 9 10 11 12 13 14 -16 21 -18 -19 22 -21 -22 23 -24 29 28 26 27 -29 -30 -31
leaf_value=0.01141053982902826 0.011473142954119879 -0.13846370754554979 0.091948433171346267 0.05620803511642293 -0.12152059256997778 -0.11794970606403832 0.10564626168455556 0.089390919819052658 0.016022251124106036 -0.14495032552433953 0.057614661669243811 -0.1102811032321302 0.10773140170736606 0.030762525335025517 -0.10776760941924211 0.046210831636577555 -0.042020922676941699 0.024946687330930126 -0.10206071783389599 0.11271764107078802 -0.1554094086793138 -0.078459312670698458 -0.024066061930539197 -0.011808281351202531 -0.11695607469605265 0.072295182622727536 0.11471346477762308 -0.14900659799564261 0.0036612350819198768 0.017889577347658694
leaf_weight=4.0829604696482411 6.3115061032585782 1.7142448977101592 3.5304069370031357 3.5904097093734881 4.5502759879454953 2.1753050076076761 0.67442911863327015 3.8555226838216186 12.842102680995596 1.2997243362478901 2.5523675344884387 2.3019166237208983 1.1682797670364382 0.98398785525932941 1.4707742372993378 18.488576632807963 29.608114378410392 51.452866389765404 5.936960579128935 4.4008037878666064 1.7509807031601656 3.5878581071738145 28.815437341749202 158.51541589573026 2.7291436375817311 25.680328949820254 1.5041542737744751 2.0856145269935942 20.905958552844822 49.588163968990557
leaf_count=25 39 47 12 34 161 75 4 46 239 19 17 146 6 12 105 112 244 408 134 21 36 105 270 1274 99 140 7 66 163 567
internal_value=-0.000108154 -0.0329076 0.000312189 -0.000623805 -0.0378451 0.0119247 -0.0921968 0.041021 0.000319579 -0.00014962 -0.0304357 -0.0128785 -0.0432458 -0.000654548 -0.052238 0.000558955 -0.00615915 0.00393409 -0.0161819 0.0226225 -0.00454732 0.00375816 -0.0373904 0.000791801 0.0211387 0.0437288 0.0587063 -0.0385049 -0.0102664 -0.0047317
internal_weight=458.155 5.79721 452.357 442.19 10.9304 5.70571 5.22471 10.167 431.26 427.67 9.77705 8.47733 5.92496 3.62304 2.45476 417.892 134.807 105.199 53.7463 18.9939 14.5931 283.085 34.7524 264.597 56.4931 32.858 29.2701 3.58977 23.6351 208.104
internal_count=4633 72 4561 4476 252 87 165 85 4224 4190 305 286 269 123 117 3885 1352 1108 700 296 275 2533 404 2421 580 318 213 73 262 1841
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=0 1 3 3 1 4 2 0 0 0 3 2 1 2 3 3 2 3 3 2 0 0 1 2 1 1 4 1 4 4
split_gain=0.713063 2.81066 5.18736 3.66754 5.47513 4.20097 2.59206 3.5364 2.87867 2.33799 4.15218 4.63252 3.39124 2.64024 1.56061 3.35458 4.00689 2.24239 1.8809 2.71344 6.87122 6.45934 3.19382 2.75301 2.67924 2.49251 1.98893 4.645 2.32648 1.80519
threshold=98.230883170350012 78.196493182200015 0.087700000000000014 0.089705000000000021 72.62331947780001 41.087689990200012 -0.61402999999999996 99.403050915200012 100.53758024625002 97.491557184450016 0.091290000000000024 0.13747000000000004 77.04583310240001 -0.58319500000000002 -0.098985000000000004 -0.22831499999999999 -0.16262999999999997 0.070640000000000022 0.072890000000000024 -0.088880000000000001 101.11291028615001 101.31992156225002 78.962703749400006 -0.088039999999999993 79.941302508900023 87.143681840350013 42.388109226950007 81.573196594050017 42.620627117000005 49.960114208400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 -5 -6 -3 -8 -9 12 -11 13 -1 -12 15 16 -10 -16 -19 21 -21 -20 -22 -24 -25 26 27 -26 -28 -23
right_child=1 6 3 4 5 -7 7 8 14 10 11 -13 -14 -15 17 -17 -18 18 19 20 22 29 23 24 25 -27 28 -29 -30 -31
leaf_value=0.00091489778572118757 -0.12185991486465984 -0.1369702507131825 0.083885488771638872 0.10426338033072782 -0.11993994127670674 0.0062621656661386157 -0.19265625408671833 0.066513097423411563 0.073261103585325713 0.074985288520329915 0.011493638667414595 0.09312777275478587 -0.10924367261567978 -0.12927964716988369 -0.11987748534422789 0.070960080643517789 -0.12536374335090783 0.087863840600200194 0.11322465560530513 -0.154575864055464 0.087904726554850932 -0.094354791878868124 0.13176160477636495 -0.16487121619903847 0.025271547389006218 -0.10520507068104185 0.11105755983361865 -0.12083132125982264 0.0036899142258893982 -0.0036796754868515429
leaf_weight=338.77387652988546 5.6389900050126043 1.3229088567895804 3.2815802767872837 2.3382066227495661 6.0187583677470666 4.6952958051115274 0.89984535519033571 7.2474961727857581 1.77639496413758 11.251188635826113 2.2797666639089584 2.515083871781826 2.8178620180115095 3.2057441212236863 1.7238530163886014 7.8162237606011313 2.3715704355854541 2.1391141554340711 2.2050239890813748 2.4021098092198434 5.7893570885062244 9.2516898623434809 1.6018633617786715 0.98888534354046242 8.3064959668554419 1.919451996393035 3.6592051908373815 2.9484497485682359 4.5000275261700153 2.8787359235575414
leaf_count=2731 125 46 14 9 76 33 8 38 19 43 12 19 100 32 45 80 99 13 7 22 24 437 6 13 63 283 12 72 30 122
internal_value=-0.000101389 -0.00787291 -0.039166 -0.0106173 -0.034377 -0.0646335 0.00171051 0.00431555 0.00686487 0.0019171 0.0358233 -0.0192499 6.17659e-06 -0.0707746 -7.65407e-05 0.0323859 -0.0403013 -0.00779577 -0.00381942 -0.0080415 0.00810606 -0.044217 0.0212575 0.00512989 -0.0039572 0.0035017 0.0142494 -0.0130029 0.0518415 -0.0728362
internal_weight=454.565 93.7215 21.9728 16.3338 13.0523 10.7141 71.7487 70.4258 69.5259 360.844 19.2518 8.00059 341.592 5.48551 62.2785 11.9642 4.14797 50.3143 48.5904 46.4513 32.1158 14.3354 29.7137 23.9244 22.3225 21.3336 19.4142 11.2549 8.15923 12.1304
internal_count=4633 1696 257 132 118 109 1439 1393 1385 2937 106 63 2831 44 1347 198 118 1149 1104 1091 525 566 503 479 473 460 177 135 42 559
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=0 2 0 1 3 3 1 4 2 0 0 1 1 3 3 1 3 0 3 1 1 1 4 3 3 4 1 4 3 2
split_gain=0.62773 2.36207 0.655365 2.39481 4.71666 3.37607 3.05301 3.88215 2.2696 2.23767 2.73946 1.95812 4.25515 7.40168 3.52151 3.25973 3.54013 3.76799 4.61859 3.21134 4.58104 2.11587 2.0367 1.88924 1.46668 1.29713 3.14918 1.89779 1.36463 3.21185
threshold=71.096275259750016 0.11061500000000003 98.230883170350012 78.196493182200015 0.087700000000000014 0.088890000000000011 72.62331947780001 40.806664626150003 -0.61402999999999996 99.524031531050014 100.19345760555002 74.757955233350017 75.629015667650023 0.082685000000000022 0.089045000000000027 71.053259929650025 0.098950000000000024 95.988709089550014 0.076615000000000016 70.74946416085001 70.348883899450016 72.327589083450007 40.858951393400005 -0.222165 -0.25420999999999999 36.772607578000013 78.381996793250025 37.688226470200007 0.076130000000000017 0.27394500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 -4 -6 -7 -8 -5 -10 -11 15 22 24 -15 19 17 18 23 20 -2 -19 -13 -17 -14 26 -12 -27 -29 -30
right_child=2 -3 3 8 5 6 7 -9 9 10 25 12 13 14 -16 16 -18 21 -20 -21 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.11738037996767603 0.0027326011879048296 0.11347196904577105 -0.11978006689848548 -0.13308378593090361 0.10249679307103486 0.067447273996878804 -0.11374844468973466 0.0054226654612318532 -0.12824935486924066 0.077949612167765775 0.12247823828776079 0.025804066650270602 0.0082738498242321875 0.08596701747783754 -0.03640848919291001 -0.055979037442322743 -0.12789923612023066 0.04302302844446438 -0.11693198662983434 0.072119168523774216 -0.1149014688671632 -0.039959313210446663 0.092249603115721432 0.05776236945220195 -0.1644904758913634 0.087168813268954315 -0.10885090370639915 0.024389687762839989 -0.003672755060235876 -0.14237701081398843
leaf_weight=1.5961918120738112 286.31237581768073 0.61361097544431675 5.1864214558154371 1.2301692732144136 2.2859756499528876 2.6506048999726763 5.2898030579090101 5.6567850299179554 1.2562904255464662 4.9614862333983174 0.75132292415946667 9.9351549558341556 0.58295636810362461 5.0770587616134417 4.3801797349005938 2.7217222135514021 3.3922191439196459 9.485272314399479 6.5842503244057298 6.5614792229607692 3.3492580552119753 4.5449912063777438 8.611750685842706 3.150939124869188 3.1284408868523297 2.635307623888365 2.7152745018247515 16.539614055887796 37.267469941405579 1.7477509318850923
leaf_count=186 2007 2 125 46 7 14 73 38 14 20 3 49 10 36 31 23 55 42 185 33 87 25 40 38 88 50 263 237 779 27
internal_value=-0.000111151 -0.053278 0.000151104 -0.00746787 -0.0369813 -0.00994454 -0.0288483 -0.0521653 0.0015306 0.00397037 0.00646378 0.00207117 0.025792 -0.0176777 0.029288 -0.000235827 -0.031716 -0.0193978 -0.0594259 0.00293951 0.00137244 0.0161416 0.0566562 0.00504819 -0.137354 0.000711349 -0.0587145 0.00425156 0.000318283 -0.00988624
internal_weight=450.202 2.2098 447.992 90.1743 21.0696 15.8832 13.5972 10.9466 69.1047 67.8745 66.6182 357.818 31.7155 13.1686 9.45724 326.103 29.8794 26.4872 12.4569 296.223 289.662 14.0303 18.5469 5.87266 3.7114 61.6567 3.4666 58.1901 55.5548 39.0152
internal_count=4633 188 4445 1696 257 132 125 111 1439 1393 1379 2749 254 165 67 2495 368 313 246 2127 2094 67 89 61 98 1359 266 1093 1043 806
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=3 0 3 4 4 4 4 3 3 0 0 1 3 4 0 0 1 1 4 4 3 3 3 1 4 4 0 4 2 4
split_gain=0.595436 1.64578 1.86074 4.01486 2.06625 3.85353 1.63176 1.34019 1.24179 0.86535 3.1231 1.92038 3.02886 4.46941 2.05424 3.64533 3.56665 1.91823 4.06723 4.39345 4.07172 5.26114 3.7301 2.2332 3.64952 6.1988 4.39515 3.57016 4.25101 3.53984
threshold=-0.25587999999999994 71.249517373150013 -0.55393499999999996 41.976795488650005 41.243661560350013 39.525197829750006 48.914776625700007 -0.27118499999999995 -0.25420999999999999 85.732241321850012 85.769879735700016 61.993156030000002 0.10336500000000003 48.109449608500007 85.431134011250023 85.121961326250016 61.944763783650011 61.987779113750001 40.21994457600001 42.844429421150004 0.10131500000000003 0.096715000000000009 0.085235000000000019 63.910026677050006 42.206017975500011 42.684965421050009 87.525442894850016 42.686561923500008 -0.093604999999999994 43.157831852650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 7 -3 -4 -2 11 -11 14 13 -13 15 -10 -16 18 -12 20 21 22 -20 24 -19 26 -26 -27 -29 -30
right_child=8 2 3 -5 -6 -7 -8 -9 9 10 17 12 -14 -15 16 -17 -18 23 19 -21 -22 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=-0.12359234095037977 0.065438572110862681 -0.014162430733772305 -0.013931854639758691 -0.1251811483293469 0.07813995372611747 -0.12360007033908807 0.11449245352684312 0.082469671431072922 -0.0065171026018636339 0.076889308241473386 0.042559599573181041 -0.081926983600930092 0.041388290389954896 0.13224192531717285 -0.10663495875870255 0.070754644286360593 0.017005224964328665 0.0310040198456582 -0.0046032066761255283 0.030656982999719529 -0.15710270347240093 0.06924261292325537 -0.15410306124653186 -0.0024397863064562425 -0.14536660581524302 0.10258548610838157 -0.014533174779519221 0.05697510300644696 -0.07424098118315263 0.018101509234952698
leaf_weight=1.3502788444748173 2.9392689964734009 1.9251363419462042 3.9716801040340228 3.1761593092232951 2.7110697086900464 2.6125221219845116 2.0205100625753403 2.2642477599438213 26.806601984077133 5.4922432228922835 6.5919840186834362 11.422988892532887 3.5181043073534957 1.06526818871498 4.4434448936954123 7.90563148446381 4.9126501437276602 60.119056195020676 2.9277124218642729 5.1577502489089957 4.3935109898447982 2.9933266490697861 3.8816647678613663 231.68198282632511 4.7508502323180419 4.0445063710212734 5.5874705240130424 8.9629476852715033 8.3771429285407084 8.2292358502745611
leaf_count=99 18 36 75 52 12 42 5 31 445 18 27 241 26 2 34 38 24 278 25 19 27 10 27 2767 43 56 27 41 54 34
internal_value=-0.000127551 -0.016977 -0.00927091 -0.0256019 0.00175906 -0.0216432 0.0517199 0.0210713 0.000664372 0.000214563 0.0020535 -0.010903 -0.0405695 -0.063658 -0.00012769 0.0110814 -0.0417146 0.000904445 -0.0252813 -0.048388 -0.0771065 -0.0412527 -0.0898251 0.00295239 0.0154362 -0.00798985 -0.0746561 0.0152836 0.00147439 -0.028481
internal_weight=446.237 20.0316 18.6813 14.7357 11.5595 8.84845 3.94565 6.23593 426.205 423.266 363.191 60.0747 16.0064 12.4883 44.0683 34.7122 9.3561 357.699 25.9459 19.354 14.1962 9.8027 6.80938 331.753 100.071 39.9522 10.3383 29.6138 25.5693 16.6064
internal_count=4633 352 253 212 160 148 41 106 4281 4263 3453 810 269 243 541 483 58 3435 135 108 89 62 52 3300 533 255 70 185 129 88
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=2 2 4 2 4 1 2 2 1 4 2 4 3 0 1 0 3 1 0 2 1 0 2 3 3 0 2 2 4 4
split_gain=0.625857 1.50707 2.2355 1.2276 1.59878 3.67018 1.36426 2.67109 4.76158 2.37864 1.01004 0.76251 1.66833 1.43483 1.66776 1.1791 1.08678 0.893563 5.05974 2.35411 2.83858 2.49965 1.14661 2.06378 1.56756 3.1312 6.92322 3.27673 4.11805 3.85805
threshold=-0.69416999999999995 -0.63026499999999996 40.574766824850009 -0.59614999999999996 39.955516828000007 78.290589216800015 -0.51760499999999998 -0.58319500000000002 75.629015667650023 49.520520114700005 -0.47573499999999996 49.292797572200008 -0.25098999999999999 85.57362229215002 87.143681840350013 104.22883325935001 0.074735000000000024 58.309968391300011 81.90387694410002 -0.013285 57.027573863050009 67.058211147750015 -0.25105499999999997 0.12140000000000002 0.10487000000000003 86.345209775600011 -0.059424999999999999 -0.036264999999999999 41.11191809080001 40.467253020850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 8 -5 -9 -8 17 -13 -14 -15 -16 -17 19 -19 20 -12 -21 23 -20 -24 26 -26 28 29 -27
right_child=1 3 -4 6 -6 -7 10 9 -10 -11 11 12 13 14 15 16 -18 18 22 21 -22 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=0.057749278079188893 -0.0032997047763929791 -0.14454394928347816 -0.16620668459019572 0.083567210927054436 0.062003493629488871 0.083959033599060484 0.053775189886224865 -0.11971872904246005 -0.11532619197591842 0.093703472796116766 0.0044160919045671742 -0.13936642535308663 0.071463666884390889 -0.11166619145266471 0.084556647846470323 0.015363105297362584 -0.10762142661772729 -0.11670884000119386 -0.059151124673385694 0.11849042395392671 0.093086044402382412 -0.12082047091658187 0.0040217484782069067 0.070914994775572379 -0.0073399700395865011 -0.042432499956374964 -0.14258534910675305 0.026521638497992613 0.045388387656460499 -0.20832496607029896
leaf_weight=1.8621102608740319 2.225612065987661 1.3749438128434106 1.355317266192287 3.3366398774087429 6.751667661825195 1.4381417080294339 3.4970761601580298 4.0663833890575898 1.8829409058671442 0.59916209243237961 9.9395090758334863 1.1890414748340843 1.6227081902325133 1.9154998641461132 1.2029263153672216 1.8461141204461458 1.1763742292532695 3.7153531168587497 6.8764647602802125 0.56154342833906357 5.6697819575201711 1.9596158433705566 321.13032374141039 1.4830276444554327 12.380250761285426 8.0493181355413963 5.4517076574265948 22.122518351417966 4.3823146894574156 1.6975390575826157
leaf_count=19 39 17 14 12 43 25 34 161 75 4 172 19 9 143 18 23 93 213 130 4 36 132 2783 6 62 106 48 153 25 15
internal_value=-0.000102898 -0.000347233 -0.0649571 0.000181817 0.0356133 -0.0277257 -0.000610445 -0.0373285 0.0118173 -0.0923105 0.00025816 -0.000193495 -0.0290606 -0.0121667 -0.0342656 0.00082226 -0.0325034 0.000443963 -0.000571811 0.0221422 0.0366238 -0.0675182 0.000553111 -0.0360766 0.00136919 -0.0143808 -0.0486881 0.00249476 -0.0351249 -0.0713248
internal_weight=442.762 440.9 3.58093 437.319 9.56475 2.81309 427.754 9.88513 5.21958 4.66555 417.869 414.372 8.95266 7.76362 6.14091 4.22541 3.02249 405.419 387.289 18.1305 15.6093 2.52116 383.573 8.35949 375.214 54.0836 17.832 36.2517 14.1292 9.74686
internal_count=4633 4614 53 4561 85 42 4476 252 87 165 4224 4190 305 286 277 134 116 3885 3541 344 208 136 3328 136 3192 409 110 299 146 121
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=3 3 3 0 2 2 1 3 3 2 4 1 4 0 0 0 1 3 4 4 1 4 0 0 2 4 4 4 0 2
split_gain=0.574065 2.7164 2.59515 2.39652 2.22112 2.15767 3.65069 2.85468 4.19705 2.45369 1.65477 1.50513 1.47497 1.46632 1.31206 1.25043 1.96953 1.58255 1.04142 1.40413 1.96142 1.44752 1.21676 2.00187 2.87124 3.03965 1.86636 4.37252 3.88682 3.68081
threshold=-0.23921499999999998 -0.21029499999999998 -0.24665999999999999 71.249517373150013 -0.040509999999999997 -0.18437499999999998 70.940344688150006 -0.25843999999999995 -0.51222499999999993 -0.080234999999999987 48.914776625700007 66.52858489605002 36.558960102350007 115.17354630840002 86.162394622750014 113.1679565431 93.155074220050025 0.078655000000000017 32.724174661450007 34.515670600900002 73.448676123850007 33.361153777850006 85.705356740550016 85.823648898300021 -0.083834999999999993 42.081757894750005 42.498713093000006 42.720329370750001 85.398872513700013 0.17437500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 11 7 9 8 10 -7 12 -4 -5 -8 -11 18 -17 -18 -3 20 -20 -22 26 24 25 -24 29 -28 -29 -21
right_child=1 15 4 5 -6 6 13 -9 -10 14 -12 -13 -14 -15 -16 16 17 -19 19 22 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.12911275912531162 0.052992503826882392 -0.05504111047575571 -0.19029453368159346 0.060980626063608191 0.0070491485121903195 -0.058184684664235709 -0.1084690275286061 0.074767150975073526 -0.14468015494867295 -0.0047897640865245256 0.10727851012418593 -0.05389887868614384 -0.11551643621217965 0.031198682983821859 0.067641358285398676 -0.12370889060680897 0.071922741067135573 -0.1047317675006724 0.064817904116358183 -0.049302371800808771 0.048026337901715205 -0.11360654116491881 0.10527583854107042 0.00010855305102402421 -0.027355974085215753 0.0073528372201918796 0.10564857242147181 0.014551319014432924 -0.090625195821775376 0.060120583032982899
leaf_weight=1.4130318202078331 9.8120705061592144 3.3684006499825037 1.7679372709244492 0.9696740251965823 1.9498834869591508 3.8305975645780554 4.6484214900992802 7.6467451251810363 1.80584407702554 4.4686044990085119 1.8764050006866453 1.4916524692671371 0.92531892331317067 0.89668782200897101 5.6797318384051323 2.084952649078331 1.4758148997789251 0.77259331516688678 7.1081139524467272 21.595368393929679 0.99089435441419516 1.2568579921498892 6.8693931773304957 308.7925074090017 5.3215333037078372 5.8862418830394745 3.6789247284177717 12.868900261470118 4.8332846816629162 3.5844133300706735
leaf_count=103 71 91 17 19 26 26 108 44 54 38 5 31 22 20 24 88 100 189 46 352 10 34 16 2700 28 28 18 231 71 23
internal_value=-0.00010768 0.00102553 -0.0116296 -0.00160359 -0.0773748 0.00389825 -0.0172267 0.0350874 -0.019316 0.0100079 0.0407116 -0.127877 -0.0252023 -0.0858837 0.0357479 -0.000280284 -0.0536991 0.0112211 0.000319173 0.000806326 0.0390701 -0.0423526 -0.000152329 0.00200204 0.0343464 0.0600881 -0.0152766 0.00645033 -0.0141654 -0.0337257
internal_weight=439.671 400.3 39.3705 34.1611 5.20947 32.748 19.524 13.224 5.57724 13.9789 3.7714 3.25959 1.89499 5.54511 10.1483 390.488 4.33336 2.24841 386.155 382.786 9.35587 2.24775 373.431 326.87 18.0772 12.7556 46.5609 21.3811 17.7022 25.1798
internal_count=4633 4096 537 463 74 360 216 144 100 88 46 48 41 128 62 4025 377 289 3648 3557 90 44 3467 2772 72 44 695 320 302 375
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=4 3 3 3 2 2 0 2 2 4 4 3 4 2 4 3 4 0 0 4 2 0 2 2 0 3 0 1 3 3
split_gain=0.543557 3.71217 3.29805 6.42046 3.08735 3.06974 2.97395 2.81512 2.79715 3.04049 2.54339 4.36901 4.69496 4.33211 5.75793 2.57327 2.81527 2.26371 2.83247 3.03152 2.44743 2.43866 2.26156 2.27188 2.21298 2.1701 2.1071 2.20039 2.10304 5.64175
threshold=41.489621506400006 0.088145000000000015 1.0000000180025095e-35 -0.15544999999999998 -0.26416999999999996 -0.16164499999999998 104.03526427400001 -0.080234999999999987 -0.23353499999999996 45.458122212500008 43.564719632750005 0.083745000000000028 48.823707093150006 -0.098419999999999994 47.927946529500012 0.082325000000000023 44.952171034750002 86.780739992750014 87.380266155850009 41.976795488650005 -0.077085000000000001 86.09518316945001 -0.10290999999999999 -0.17605999999999999 110.98492854115001 -0.225495 106.56510337475001 69.165962322050021 0.08919500000000001 0.088565000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 8 28 -7 9 -2 17 13 22 14 -12 16 -15 20 -19 -20 21 -4 23 -13 -16 -8 27 -9 29 -1
right_child=1 -3 10 4 -6 7 25 26 -10 -11 11 12 -14 15 24 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022430720206698634 0.069049650632465542 -0.021367286922092256 0.023770692050996099 0.11499937623034331 -0.1036444558281313 -0.12348793102123418 0.030623354313248981 0.0055174676148531786 0.0768614980842771 -0.042323752458804348 -0.11039230504387661 -0.19360937187371782 0.083453273539185635 -0.055824149941632428 0.040964013182817831 0.095729483095544271 0.064783556149745999 -0.064804355888059439 -0.049729708540196094 0.036766852958090339 -0.03045839432255288 0.094127209611591683 -0.16133200951746973 0.043357355968969169 -0.12589712337625661 -0.10546777939147117 0.071778769421464925 -0.13466674712381033 0.01367710934714857 -0.16369151257579828
leaf_weight=95.048231096472591 3.8056645373580995 76.238327620434575 8.2758296662941628 0.69503215979784627 9.1209382289089245 2.8126345626078546 1.627549765515141 3.2427225225837919 7.5357285961508742 6.8872961462475359 5.2029206342995176 0.57867273688316334 1.4892278305487705 3.4580278424546123 7.5432721696561185 6.7930663028964773 4.3954389377031475 4.1189564764499655 4.7897414702456471 26.304577174247243 3.0438271975144735 12.173167485743759 3.7452832513954486 1.3448595516383641 0.88843012112192798 4.1835520493914364 2.3690817182068713 1.7102402765303848 125.3242167616263 2.2148782778531304
leaf_count=880 42 682 54 13 213 46 101 80 28 89 172 62 15 28 211 41 51 25 91 190 23 99 88 8 27 432 28 26 765 23
internal_value=-0.000100052 -0.00379092 0.00633563 -0.0184553 -0.0881631 0.00566905 0.00327028 -0.0384519 0.0301992 -0.00268554 0.0163893 -0.00476543 -0.0745567 0.0128989 -0.0276656 0.050661 0.0116777 0.0291598 0.0131206 0.023443 0.0532009 0.0656535 -0.116067 -0.0279314 0.0233822 -0.0673519 -0.00578679 -0.0428876 0.00511402 -0.00591958
internal_weight=436.961 208.563 132.325 38.1793 9.81597 28.3634 228.398 10.1347 18.2287 10.693 94.1453 35.4392 7.15804 28.2812 13.6346 14.6465 7.85347 58.7061 35.2133 31.0943 23.4928 20.449 5.66882 1.92353 8.4317 5.8111 7.32204 4.95296 222.587 97.2631
internal_count=4633 2432 1750 565 226 339 2201 180 159 131 1185 703 173 530 410 120 79 482 306 281 176 153 158 70 238 533 134 106 1668 903
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=4 4 0 1 1 0 1 1 1 1 3 2 3 3 2 1 1 4 2 2 3 2 2 2 0 2 4 3 3 4
split_gain=0.568575 1.5381 1.0608 1.14599 2.63673 1.23278 1.23802 1.61406 1.23203 1.10877 1.05154 0.6372 1.2129 3.08506 0.761415 1.25561 1.48479 1.64677 1.21379 0.904441 0.741796 1.39454 2.69348 1.75902 2.26931 1.54398 1.59493 1.34862 1.25195 2.31171
threshold=48.96897326980001 48.823707093150006 71.144667506050013 55.855406118200008 64.730006406800015 90.767723400200012 71.246828915000023 72.327589083450007 81.339300736700025 87.313054702550019 0.074735000000000024 0.70681500000000008 -0.17949499999999999 0.18642000000000006 0.36215000000000008 63.565904036300005 65.036490633650018 43.477771593600004 0.28423000000000004 0.27394500000000005 -0.25587999999999994 -0.07490999999999999 -0.13509999999999997 -0.16533 89.237990724000014 0.034600000000000013 36.016191615950007 -0.25215499999999996 -0.23921499999999998 40.330620469300008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 -4 -5 -6 -7 -8 -9 -10 -11 14 -13 -14 18 -16 -17 -18 19 20 21 22 23 24 -1 -23 -27 -22 29 -29
right_child=2 -3 3 4 5 6 7 8 9 10 -12 12 13 -15 15 16 17 -19 -20 -21 27 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.13698766560640097 -0.12835959346693393 0.053277489659824977 0.049643015391452577 -0.14599923482040081 0.11668176276031889 -0.12465386524650685 0.11028018807283857 -0.11610014890326029 0.054289237670493734 0.01007855459044592 -0.1067460958977399 0.10250022783541278 -0.097166187648987642 0.10305051855506951 -0.17421516349781968 0.11398074927730162 -0.12659443683726007 0.094128556031899874 0.072545161037777098 -0.054521616573203348 0.051969398772970424 0.050472306530225365 -0.14273172079191154 0.05656759704404294 0.0082515695786683427 0.053483176440376756 -0.14291779196110577 -0.12598756256036212 0.0010229049255452473 -0.011565527359695618
leaf_weight=1.8378170509822656 0.84747062250971694 5.4636067640967658 2.3941192887723437 1.5840013921260823 0.74872416816651721 0.95141172688454201 1.067925540031865 1.1533695929683743 2.1022130772471428 1.8169493635650726 1.3377259115222839 1.7486358508467672 1.6148445080034428 1.4703082442283628 0.6469481792300934 0.6327081918716434 1.2232876823400145 0.46707823337055732 2.2815583152696481 3.0867871642112723 5.0543413260020307 3.9821477592922738 2.2110138736898071 2.2517242059111595 2.5945145094301552 0.69686571194324631 1.0167694415431467 2.1348218308994538 368.18139955791412 10.21159651968628
leaf_count=99 16 32 12 18 3 39 12 95 27 28 110 8 25 19 8 2 85 4 17 37 29 28 29 22 52 9 71 51 3562 84
internal_value=-9.6226e-05 0.000566541 -0.0199173 -0.012932 -0.026852 -0.00628953 -0.0172119 -0.00354265 -0.0225051 -0.00197022 -0.0394604 -0.000130194 0.0359642 -0.00174781 -0.000557288 -0.0510056 -0.0166932 -0.0656047 -0.000187825 -0.000599333 -0.000183396 -0.0223162 -0.0470549 -0.015406 -0.0519703 0.0163181 -0.0630495 0.000654133 -2.7459e-05 -0.0313503
internal_weight=432.813 418.809 14.0039 13.1564 10.7623 9.17832 8.4296 7.47818 6.41026 5.25689 3.15468 413.345 4.83379 3.08515 408.511 2.97002 2.32307 1.69037 405.541 403.26 400.173 14.5909 8.89507 6.68406 4.43233 5.69578 1.71364 385.582 380.528 12.3464
internal_count=4633 4273 360 344 332 314 311 272 260 165 138 4241 52 44 4189 99 91 89 4090 4073 4036 310 202 173 151 108 80 3726 3697 135
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=3 3 3 0 1 4 2 2 4 3 4 1 2 3 3 3 2 1 3 2 1 2 2 0 2 2 2 2 2 1
split_gain=0.51612 1.00287 0.815659 5.55276 8.20214 3.63998 3.36046 3.49522 1.60022 1.44913 1.42972 1.04371 0.939215 4.58012 4.40515 4.08721 6.2757 6.05301 2.98038 3.95303 2.93921 2.65819 2.40951 4.10627 6.11531 4.8173 3.70475 4.79792 4.64383 3.44499
threshold=0.4369650000000001 0.42293500000000012 0.11636500000000001 86.692020874450009 61.966271448700006 41.11191809080001 0.0027500000000000003 -0.15332499999999999 41.976795488650005 0.11296500000000002 41.873095646600007 67.254468591300011 -0.0025899999999999999 0.10249000000000003 0.094385000000000011 0.081515000000000018 0.22387500000000005 76.871083323950003 0.089045000000000027 0.04932000000000001 82.49264927465002 0.13747000000000004 -0.06828999999999999 86.264556031700025 -0.017745 -0.051199999999999996 -0.075639999999999999 -0.079369999999999996 -0.082654999999999992 70.940344688150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -4 6 7 -5 -7 12 -6 -11 22 14 15 20 17 18 19 -17 -14 -19 26 24 25 -24 27 28 -1 -25
right_child=-2 -3 3 5 10 8 -8 -9 -10 11 -12 -13 13 -15 -16 16 -18 21 -20 -21 -22 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=0.00070839918742431811 -0.039860429158532308 0.044679396163172236 -0.001710865455432471 0.027000891749883151 -0.25494631788972894 0.12671561058492434 0.044737057416642315 -0.16503740807043202 0.033382808913368221 0.089043952881064925 -0.13406359052416777 0.010372339914779528 0.021252564379188866 -0.10935119721377047 0.05080316750037165 -0.12637768937991403 -0.13911086756851818 -0.011088148164945339 -0.1082500791848474 0.023337725877384696 -0.089240283537538961 0.11462033840781075 -0.0014118114452760591 0.052371412979387855 0.062287994205200918 -0.12765625409009609 -0.052249399778959232 0.050487873149083033 -0.055525322944868186 -0.0016497279991219407
leaf_weight=201.41502787143691 3.2394730912055811 5.0109178430866441 5.9393350668251532 1.525970019167288 1.7507780566811564 2.8397581800818426 3.2228325437754393 2.5012625207891688 5.2023812653496861 3.1251746006309977 2.2178308665752411 3.6627475882414728 25.598266013781544 4.3860622487263745 12.089427672501186 2.429567473009234 5.4758950246032319 3.0259081823751321 6.1623481810092917 6.4337517651729286 2.6573996583465478 3.7877559681655839 6.2069754442200074 33.157485285773873 5.7612052944023153 5.8916082279756674 13.996845170331651 17.88828302687034 15.840209343470631 18.331219759013038
leaf_count=2464 38 27 38 12 15 20 23 35 34 16 26 29 288 53 80 45 99 92 67 47 138 18 32 161 44 58 102 144 166 222
internal_value=-9.56202e-05 0.000205682 -0.000321754 -0.0177679 -0.076085 0.0200162 -0.0313679 -0.0922716 0.0663395 0.000784764 -0.187392 0.0465929 -1.14308e-05 -0.0103223 -0.00390273 -0.015804 -0.0433869 -0.0193855 -0.0548374 -0.0177015 0.0108609 0.0587939 0.00232101 0.0188072 -0.0225092 -0.0628887 -0.00226794 0.000707189 -0.00339164 0.0331386
internal_weight=430.774 427.534 422.523 25.2001 9.90794 15.2922 7.25007 4.02723 8.04214 397.323 3.96861 6.78792 390.535 72.0464 67.6603 55.5709 27.3152 21.8393 15.0257 8.86332 28.2557 6.81366 318.489 69.3485 17.8598 12.0986 249.14 235.144 217.255 51.4887
internal_count=4633 4595 4568 203 79 124 70 47 54 4365 41 45 4320 927 874 794 368 269 159 92 426 110 3393 517 134 90 2876 2774 2630 383
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=4 0 3 4 3 2 3 1 2 0 2 1 2 3 2 0 2 3 1 0 3 4 0 4 2 1 2 0 1 2
split_gain=0.524081 2.52437 2.91794 1.56051 1.55512 2.88543 2.42158 2.34205 2.96653 6.065 2.8212 4.69556 4.04954 2.4823 2.24599 4.1612 1.52232 1.36962 1.35449 3.47718 3.59889 3.32527 1.54927 5.91011 4.42663 3.46861 2.65961 2.49347 6.96559 4.42291
threshold=42.154118731400011 104.03526427400001 -0.225495 42.027798546600003 0.088145000000000015 -0.24150999999999997 0.087245000000000031 80.13218303615001 -0.160525 91.109157582800023 -0.08725999999999999 62.084563606450011 -0.083834999999999993 0.093955000000000025 -0.011849999999999999 86.345209775600011 -0.17605999999999999 0.087700000000000014 58.309968391300011 85.121961326250016 0.093325000000000033 38.324118171300007 86.162394622750014 41.489621506400006 -0.097799999999999984 75.424692849750016 -0.066979999999999998 87.261973998100004 64.630533455950015 -0.064729999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 16 18 5 -2 -7 8 13 10 11 -10 -12 -6 15 -14 -3 -8 -1 20 -20 -22 -21 27 -25 26 -26 29 -29 -24
right_child=4 2 -4 -5 7 6 17 -9 9 -11 12 -13 14 -15 -16 -17 -18 -19 19 22 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.045440977537904687 -0.10887076502470275 0.090078222841909167 -0.10510389859472265 0.042817458015252358 0.085925292711386964 0.00020692616728157774 0.087621778749148393 0.043995137169297857 -0.017641570305485795 -0.1302120073358678 0.089703351660698316 -0.17460573690880898 -0.13119524732864668 -0.020278863934665256 0.031325446811577298 -0.0061824633932758104 -0.10423714264030887 0.0024040804902608522 -0.12581961851243012 0.020152606138180335 0.042863623189620392 -0.097639787352866159 -0.065967575306632123 0.010843587612387009 -0.1677329608810105 -0.0074770839773875448 -0.061458522453400499 0.074999430259196906 0.0035923670261014066 0.01883881959024292
leaf_weight=7.154250258463434 2.2839671843685201 1.5257014121161776 4.4099321404355569 9.9943381310440582 3.8384312558919174 93.208858381374739 5.2378491843119246 5.2748279522638759 5.8053891593590361 6.0847604637965551 3.9685093611478797 2.837282651104033 3.8928843387402621 5.1581658739596605 5.4672724355477902 8.4252674132585508 0.5479793712729587 2.9472051095217466 4.2268558398354781 47.041408020071685 4.5130857564508915 2.6874835058115423 12.229666037485005 7.6726692747324732 4.9876510016620159 4.1064880043268195 4.4610263258218747 15.267888598144053 129.78035605791956 12.369774557650087
leaf_count=139 198 43 507 58 20 1251 30 139 45 93 14 27 50 39 46 38 64 34 216 235 28 31 66 39 49 34 31 95 916 58
internal_value=-8.27625e-05 0.00255103 -0.0591011 0.00405099 -0.00473835 0.0022827 0.0047865 -0.0190809 -0.0263969 -0.0390801 -0.0208374 -0.069171 -0.00163481 0.0250335 -0.0220153 -0.04569 0.0387295 0.0569373 0.00254048 0.00130957 -0.0525735 -0.00957676 0.00389763 -0.00010842 -0.0498528 -0.0842089 -0.117557 0.00611604 0.0111087 -0.0233229
internal_weight=427.407 272.977 6.48361 266.493 154.431 103.678 101.394 50.7528 45.478 36.4814 30.3966 8.64267 21.7539 8.9966 17.7854 12.3182 2.07368 8.18505 256.499 249.344 11.4274 7.20057 237.917 190.876 21.2278 13.5552 9.44868 169.648 145.048 24.5994
internal_count=4633 2609 614 1995 2024 1513 1315 511 372 313 220 72 148 59 134 88 107 64 1937 1798 275 59 1523 1288 153 114 80 1135 1011 124
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=4 3 2 0 0 4 4 4 3 3 3 0 2 3 2 4 1 1 4 2 2 4 1 1 4 0 2 2 0 2
split_gain=0.475586 1.55377 1.1221 0.876058 0.683003 1.1369 0.556389 1.99738 1.19002 1.76947 4.32922 1.9557 1.33534 1.0397 1.82285 0.751795 3.15839 1.49648 2.20928 0.943568 0.860125 2.19151 3.66409 3.94376 2.91547 2.96092 2.6463 2.62929 2.52921 2.45705
threshold=49.292797572200008 -0.25098999999999999 -0.15734499999999998 119.82189041595002 104.25302938255003 52.834037000700008 47.927946529500012 46.095286511800005 -0.23921499999999998 -0.15544999999999998 1.0000000180025095e-35 93.047535894850014 -0.15689999999999998 0.074735000000000024 -0.22932499999999997 45.321989007550009 74.927328095600004 88.512107028750009 45.044778924400006 0.70681500000000008 -0.11534 41.11191809080001 83.116371560950014 75.629015667650023 44.202975721700007 99.524031531050014 -0.27494999999999997 -0.58319500000000002 87.261973998100004 -0.124155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 -3 -6 7 15 -8 -10 -11 -12 -13 14 -9 17 -17 19 -19 20 21 22 23 27 25 26 28 -1 -23 -29
right_child=1 2 3 -5 5 -7 8 13 9 10 11 12 -14 -15 -16 16 -18 18 -20 -21 -22 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.047430525139213836 -0.13568603830083029 0.042173253050421217 -0.1052724819748623 0.028075662872381991 -0.11629811029080431 0.050639708758872894 -0.032062264715482923 -0.1183861157298438 0.09630399177174942 -0.12193965060599821 0.11343682636074799 -0.056468062193260206 0.042558588764294802 -0.1003041452910679 0.02747030902935052 -0.11664596374716191 0.083634390552065924 -0.10727481466694805 0.12611251121083131 0.05073084849268468 -0.0025986735116850838 -0.11116581803036514 0.078825898093760088 -0.094553115734678311 -0.065471119244854145 -0.033838870649733975 0.053399092130736049 -0.033792461887257701 0.032278161495422793 0.032141061071888986
leaf_weight=7.9083059318363622 1.0765206671785561 3.655770984478294 1.6327509428374463 0.7055770894512533 0.84395987307652809 0.78966619935818017 3.7970107668079462 1.2794826310127976 3.2068430706858662 1.9807632844895078 2.6541077643632871 1.9974357206374396 4.2785737076774248 2.8475814991397783 2.5939580532722166 1.0036239735782135 3.6545489116106182 2.5404566080251239 0.48265680670738209 3.7212351206690064 285.17190293909516 2.0232827567961023 4.5674708273727438 5.4902048150543115 3.3518931075232095 5.9572398001328102 30.754708080552522 22.65596031525638 3.1318835727870464 7.5306773800402942
leaf_count=42 19 36 174 33 36 16 30 48 14 33 10 21 39 72 26 92 26 515 1 39 2251 31 71 114 98 120 176 396 20 34
internal_value=-8.86972e-05 -0.023222 -0.00734962 -0.0650354 0.018152 -0.0356033 0.000396991 -0.00038154 0.0176352 0.0310015 0.0118083 0.0414745 0.0110418 -0.0544323 -0.0207093 0.000550066 0.0404831 6.72712e-05 -0.0700132 0.000621498 0.000128903 0.00845936 -0.00638683 -0.0153166 0.0242687 0.0314533 0.0422849 -0.00389715 -0.0240203 -0.017344
internal_weight=423.286 8.70425 7.62773 2.33833 5.2894 1.63363 414.582 396.667 17.9147 14.1177 10.9109 8.93012 6.27601 6.72102 3.87344 389.946 4.65817 385.288 3.02311 382.265 378.544 93.3716 48.1526 43.5851 45.219 41.8671 35.9099 38.0949 5.15517 30.1866
internal_count=4633 314 295 207 88 52 4319 4172 147 117 103 70 60 146 74 4026 118 3908 516 3392 3353 1102 657 586 445 347 227 472 51 430
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=2 2 0 2 4 1 2 2 1 4 2 4 3 3 1 1 4 1 0 2 1 0 2 4 3 3 0 2 0 1
split_gain=0.523209 1.40573 1.51121 1.13024 1.32553 3.10516 0.983132 2.2929 3.89886 1.97743 0.791868 0.570073 1.25667 1.01214 1.25428 1.38893 0.807065 0.799387 3.97453 2.00052 2.4451 2.05432 0.89092 3.68995 1.12796 2.70897 4.69576 2.50572 2.72638 2.57899
threshold=-0.69416999999999995 -0.63026499999999996 93.972365491700018 -0.59614999999999996 39.955516828000007 78.290589216800015 -0.51760499999999998 -0.58319500000000002 75.629015667650023 49.520520114700005 -0.47573499999999996 49.292797572200008 -0.25098999999999999 -0.17949499999999999 87.143681840350013 87.313054702550019 52.834037000700008 58.309968391300011 81.90387694410002 -0.013285 57.027573863050009 67.058211147750015 -0.27494999999999997 36.377496227400009 0.10487000000000003 0.10685000000000001 86.345209775600011 0.20852500000000004 85.662341410450011 61.966271448700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 8 -5 -9 -8 17 -13 -14 -15 -16 -17 19 -19 20 -12 -21 23 -20 -24 26 -26 28 -27 -30
right_child=1 3 -4 6 -6 -7 10 9 -10 -11 11 12 13 14 15 16 -18 18 22 21 -22 -23 24 -25 25 27 -28 -29 29 -31
leaf_value=0.054984809392795146 -0.0075225437735754064 -0.13679845657101528 -0.14303154063434784 0.078389358293020711 0.060278967942438623 0.081036168340474946 0.048852389114175575 -0.11735326415737422 -0.11324133833240831 0.090491312168617444 0.0040937608968810669 -0.13166815822578379 0.043973666407711921 -0.10821851075013354 0.10561028036246248 -0.1110154940498535 0.019143077273594235 -0.11554990245525668 0.072757286483642672 0.11164459068522854 0.090468322739134993 -0.11907236986727827 0.0029842332619721456 -0.16179457338957326 -0.20146351662460465 -0.11178776131440141 -0.012335582039535359 0.068030493720553198 0.051463107934826349 -0.017028707057284591
leaf_weight=1.7182846143841732 1.9547013593837612 1.2676835027523323 1.4214437417685983 3.1231235004961491 6.3010850376449525 1.3525843950919805 3.3131526384968302 3.4490038987714784 1.6085422125179318 0.52779304049909104 8.9301442544674519 1.0022578195203093 2.1970575666055083 1.6469359126640473 0.88194370269775424 0.95621186471544184 0.94937321043107659 2.9868394721997893 1.2140726506768253 0.49918667599558775 5.1775069560389957 1.7010283820563925 311.83625582544482 1.4986752085387705 1.9968960806727398 2.581191385164856 3.8320072607020847 4.2871044527855693 6.5818278789520255 33.373132421402261
leaf_count=19 11 17 42 12 43 25 34 161 75 4 172 19 17 146 6 82 35 213 14 4 36 132 2870 31 18 29 36 43 22 265
internal_value=-8.32822e-05 -0.000309409 -0.0645753 0.000213321 0.0354222 -0.024352 -0.000560063 -0.0337976 0.013244 -0.0897685 0.000168212 -0.000241039 -0.0273023 -0.0115289 -0.0390277 0.00185179 -0.0461698 0.000293455 -0.000661084 0.0219614 0.0357932 -0.0667271 0.00027343 -0.0568224 0.000698372 -0.0128398 -0.077128 -0.00483674 -0.0121808 -0.00574597
internal_weight=420.167 418.449 3.37615 415.073 8.92135 2.62027 406.151 8.70846 4.73167 3.9768 397.443 394.13 7.63378 6.63152 4.43446 2.78753 1.90559 386.496 370.188 16.3079 14.1077 2.20022 367.201 2.71275 364.488 52.6522 5.8289 46.8233 42.5362 39.955
internal_count=4633 4614 53 4561 85 42 4476 252 87 165 4224 4190 305 286 269 123 117 3885 3541 344 208 136 3328 45 3283 413 54 359 316 287
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=4 0 3 2 4 3 2 3 1 2 0 2 1 0 4 4 3 2 2 1 3 3 3 0 2 3 2 4 2 2
split_gain=0.476665 2.18244 2.59744 1.31529 1.24025 1.20349 2.40251 2.02345 2.00376 2.3703 5.59493 2.46386 4.19595 3.5561 2.53804 2.14655 2.13434 1.77372 1.23688 2.00239 1.18644 1.14645 4.22457 1.70934 2.4656 1.64422 9.05592 5.54706 5.00183 3.96439
threshold=42.154118731400011 104.03526427400001 -0.225495 -0.17605999999999999 42.027798546600003 0.088145000000000015 -0.24150999999999997 0.087245000000000031 80.13218303615001 -0.160525 91.109157582800023 -0.08725999999999999 62.084563606450011 86.692020874450009 42.686561923500008 42.91168285345001 0.093955000000000025 -0.054875 0.20852500000000004 85.213368902700012 0.087700000000000014 0.070640000000000022 -0.10696499999999999 71.749570585400008 -0.22147500000000001 0.083395000000000011 -0.082654999999999992 43.663128814500006 -0.090369999999999992 -0.097799999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 -2 21 9 16 11 12 -11 14 -13 -16 -7 -15 19 -10 -9 22 -8 -23 -25 28 27 -27 29 -26
right_child=5 2 -4 -5 -6 8 7 20 18 10 -12 13 -14 17 15 -17 -18 -19 -20 -21 -22 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0024308258262566332 -0.10830017486003395 0.087416516465596464 -0.10466891163839449 -0.10382918977007738 0.038766137863889015 0.082028437153432401 -0.00091488002226529212 0.081361494341361029 0.055772232969208572 -0.016159694847716601 -0.12742000259108494 -0.12360678616088464 -0.16805294479638949 0.073332674653971072 0.037254146986795245 -0.083487141796301401 -0.019430747402224106 -0.0033273451447051491 0.15765676368548379 -0.10849756820310208 0.0014567054696782162 0.11522862053595462 -0.10726622096171907 -0.091365908434718701 -0.0045377687024615899 0.052839840326581677 -0.13301641204751213 -0.088355139941309849 0.052010223622077516 -0.16611565771374984
leaf_weight=252.02556223876309 1.949289300944655 1.3990942878881467 3.914547620835946 0.4840259178308769 9.7577377469278854 3.5535687394440156 25.5286812382401 5.0619338774122289 3.4834241196513167 5.7263164017349464 5.6163991475477806 2.9614143650978857 2.6650935532525182 6.0693914145231247 3.6920248456299305 2.4491487871855497 4.9777233675122261 6.0037733633071166 0.77590163971763093 0.94291482854168851 2.9360403250902891 1.4362871795892704 4.3751734190154812 2.5503992675803593 12.044745901017443 12.945332230883656 4.8450950359692788 3.5442117202328509 21.868317235144794 1.7375481827184529
leaf_count=1937 198 43 507 64 58 20 301 30 17 45 93 43 27 22 20 34 39 29 5 117 34 5 104 26 396 70 101 33 193 22
internal_value=-8.70182e-05 0.00244119 -0.0582447 0.0382599 0.00378519 -0.00460485 0.00163972 0.00380718 -0.0174755 -0.0244574 -0.0359238 -0.0185437 -0.0644007 -0.000371747 -0.0475667 -0.0108984 0.0228304 0.035211 0.0411939 0.0207789 0.0520286 -0.000436789 -0.0164749 0.00742916 0.00482852 0.00913374 -0.0128241 0.0224918 0.0222741 -0.0249081
internal_weight=417.321 267.581 5.79767 1.88312 261.783 149.74 100.823 98.8738 48.9171 43.7149 35.1836 29.5672 8.39141 21.1758 9.10259 6.14117 8.53129 12.0732 5.20224 4.42634 7.99797 90.8758 29.9039 60.9719 59.5356 56.9853 21.3346 16.4895 35.6506 13.7823
internal_count=4633 2609 614 107 1995 2024 1513 1315 511 372 313 220 72 148 97 54 59 51 139 134 64 1251 405 846 841 815 204 103 611 418
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=4 4 4 3 4 0 3 3 2 2 2 4 2 2 0 0 0 1 1 3 3 2 3 2 4 3 4 4 1 2
split_gain=0.419236 2.58054 2.94216 2.05007 2.3761 2.21923 2.09452 4.79849 2.52878 2.47044 2.35217 2.17975 2.22005 2.00479 1.94085 1.88334 1.72853 1.88585 1.67599 1.67227 4.52293 3.47436 5.69662 8.15096 3.9657 3.20179 3.61471 3.06933 3.65546 2.71777
threshold=41.489621506400006 41.542492784600007 41.559097512700014 0.088145000000000015 41.808689985400001 86.538778761000017 1.0000000180025095e-35 -0.15544999999999998 -0.26416999999999996 -0.16164499999999998 -0.23557500000000001 46.095286511800005 -0.23353499999999996 -0.080234999999999987 104.03526427400001 82.250688042950017 106.56510337475001 69.165962322050021 84.232081685100013 0.087700000000000014 0.084365000000000009 -0.059424999999999999 -0.078164999999999998 -0.084729999999999986 37.688226470200007 -0.11595499999999999 37.688226470200007 40.767054867700004 68.20618276945001 -0.26416999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 -3 6 5 -5 7 9 -9 11 -8 -4 15 -11 19 -13 17 -15 -10 20 21 22 25 24 -24 27 29 28 -1 -27
right_child=1 2 3 4 -6 -7 10 8 18 13 -12 12 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10022710162358531 -0.081971292217352068 0.11043176090310353 0.073079267162855191 -0.012420478176658489 -0.011795754467526825 -0.1438830654861088 -0.11783856223984035 0.11199293165609239 -0.11788461969187902 -0.1145283937018157 0.015025893634739546 -0.0019669737297159247 0.059016249108410058 0.0034224083900632218 -0.063094812404636477 -0.1222270675043997 0.066294622313042756 -0.13141678191673462 0.00021592733984823124 0.011130111911620987 -0.053634097862981706 0.027337165598081355 -0.1320042288510844 -0.22109517487573466 0.018669009676829617 0.1163310060447488 0.12108128036329058 0.047607887971317375 0.026684676628019356 -0.13338229699064305
leaf_weight=5.5022673616767843 4.1018279045820227 2.3073514252901068 6.5738681714865406 2.4102055383846155 61.336559481336735 2.7483560505788773 1.3537547616288055 0.63011500216089178 6.5116478215204534 2.4165635707322508 84.679853248933796 4.3666090946644553 3.8200741261243794 3.0286234262166563 4.3702248637273433 1.8556111592333762 2.123636509757489 1.5774723030626772 1.4735372044378889 133.48537385417148 16.598495013080537 33.495178978424519 2.4852538647828606 2.8824281971901646 5.8790215887129307 0.67909500934183586 4.4277851325459778 5.2553224042057982 3.8628737032413483 1.2167491372674728
leaf_count=183 34 17 59 12 601 30 105 13 192 45 1073 31 15 78 533 54 28 26 19 843 166 222 40 29 52 5 20 21 32 55
internal_value=-0.000102135 -0.00350019 -0.00179908 -0.00318456 -0.0172778 -0.0824605 0.00459819 -0.0162661 -0.080872 0.00533895 0.0129352 0.0283137 -0.000990657 -0.0363995 0.00288187 -0.0378313 -0.00834438 -0.0427566 -0.0960911 0.00421816 -0.00699469 0.00479084 -0.0186691 -0.0760756 -0.0261001 0.0121575 0.071609 -0.0135565 -0.0478793 -0.0439345
internal_weight=413.456 193.316 189.214 186.906 66.4951 5.15856 120.411 34.3778 8.6153 25.7625 86.0336 16.6162 10.0423 9.1463 220.14 6.22222 6.72973 4.6061 7.98519 215.77 82.2845 65.686 32.1908 11.2467 8.36428 20.9441 6.32363 14.6205 9.36514 1.89584
internal_count=4633 2432 2398 2381 643 42 1738 560 224 336 1178 159 100 177 2201 85 132 104 211 1668 825 659 437 121 92 316 80 236 215 60
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=2 2 0 2 4 1 2 2 1 4 2 1 1 1 1 3 3 3 4 2 4 3 3 0 2 4 2 1 0 2
split_gain=0.481973 1.19243 1.35952 0.960022 1.14403 2.65824 0.838218 1.96385 3.25113 2.15706 0.648421 0.497461 2.72041 1.92316 1.20118 1.17689 1.18218 2.95212 1.1405 0.731573 3.14903 0.821411 2.26432 3.95643 2.07569 3.77417 4.83401 1.59043 1.84084 6.45679
threshold=-0.69416999999999995 -0.63026499999999996 93.972365491700018 -0.59614999999999996 39.955516828000007 78.290589216800015 -0.51760499999999998 -0.58319500000000002 75.629015667650023 49.960114208400007 -0.47573499999999996 58.309968391300011 59.240174904450008 57.027573863050009 56.820562587050013 -0.25587999999999994 -0.15544999999999998 0.070640000000000022 49.247968080500009 -0.27494999999999997 36.377496227400009 0.10487000000000003 0.10685000000000001 86.345209775600011 -0.094409999999999994 36.654713368950006 -0.124155 61.966271448700006 86.345209775600011 -0.059424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 8 -5 -9 -8 13 -13 14 15 18 -17 -18 -12 20 -14 -21 23 -23 25 -24 -27 -26 29 -29
right_child=1 3 -4 6 -6 -7 10 9 -10 -11 11 12 19 -15 -16 16 17 -19 -20 21 -22 22 24 -25 27 26 -28 28 -30 -31
leaf_value=0.053613636029653911 -0.0071792946373459444 -0.13233954432352593 -0.13858130817042999 0.071268876205934292 0.056819528258856139 0.075229823951084809 0.044790821249583411 -0.11525403893351183 -0.11237583764928392 0.12204498977505088 -0.11781787957755033 -0.12507770598653789 0.06899173948544933 0.065085235870568456 -0.12711404166871695 0.061732108058275885 -0.10857260073729243 0.053800617634097853 0.022982197190379326 0.0018747031536260864 -0.15394741710708085 -0.18858850872304589 0.056034790632642523 -0.012328191067809734 0.048426499589239891 -0.017708228976877065 -0.19667869535552784 0.026024031978890569 0.0094572601379277425 -0.17220244093570578
leaf_weight=1.6636160667985667 1.9400409273803227 1.1811959673650547 1.3252251169178633 3.0024451948702335 6.0452849073335528 1.2916331181768326 3.2214886397123328 3.2036488329758854 1.4198866006336173 0.43508693575859059 1.4044174689915974 1.7595004541799415 1.1512304743228008 5.5008995828684411 0.77440108219161707 3.6988058099523178 1.9265590030117881 2.6735893255099654 0.97446531988680352 312.09503920044517 1.4090683339745735 1.9084054082632054 2.4922328064567392 3.8277868569712155 7.1293409280478945 3.7680958280107006 2.5175024655181915 4.3353839470073581 23.207342794456054 2.6461682729423073
leaf_count=19 11 17 42 12 43 25 34 164 75 1 89 54 14 46 22 41 116 39 6 3309 32 18 25 36 28 27 30 18 204 36
internal_value=-0.000102116 -0.000320999 -0.0605095 0.000164263 0.0333807 -0.0239198 -0.000549365 -0.0324663 0.0123057 -0.08688 0.00011302 -0.000260627 -0.00103169 0.0164881 -0.00685482 0.00186687 0.0196415 -0.0142019 -0.0601417 -0.00043615 -0.0537035 -6.14043e-05 -0.0117192 -0.0709692 -0.00434612 -0.0481 -0.0893893 0.00594547 -0.00408675 -0.0491083
internal_weight=409.93 408.266 3.26527 405.001 8.51811 2.47283 396.483 8.06107 4.42233 3.63874 388.422 385.2 368.247 16.9531 11.4522 10.6778 8.29895 4.60015 2.37888 366.488 2.5603 363.927 51.8323 5.73619 46.0961 8.77783 6.2856 37.3182 30.1889 6.98155
internal_count=4633 4614 53 4561 85 42 4476 252 87 165 4224 4190 3831 359 313 291 196 155 95 3777 46 3731 422 54 368 82 57 286 258 54
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=2 2 1 1 4 1 1 2 2 4 4 0 3 3 3 3 3 3 0 3 4 0 4 1 1 3 2 1 4 3
split_gain=0.462574 2.48917 3.27755 4.80896 3.78059 1.92658 4.13689 2.1466 1.7042 1.81014 3.63568 3.65124 2.21736 6.78298 2.37553 3.77847 1.68701 2.33963 1.47499 1.20445 1.17056 2.30983 1.77715 3.44588 3.37471 4.6351 3.05063 2.4968 2.42566 2.23011
threshold=-0.0025899999999999999 0.048475000000000011 61.987779113750001 62.132955852800002 36.772607578000013 59.98487780655001 61.944763783650011 0.050115000000000014 -0.031989999999999998 41.489621506400006 40.300545846000013 93.308316333500017 0.098950000000000024 0.08833000000000002 0.082535000000000011 -0.17949499999999999 0.12376500000000003 0.18642000000000006 67.620098897050013 0.43380000000000013 43.968221017800005 105.93331571405001 42.027798546600003 81.573196594050017 76.621056717750008 0.088075000000000028 0.26056000000000007 62.907231794400012 35.887362732750006 0.076835000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 -5 18 -7 -8 16 10 11 -10 13 14 15 -11 -1 -18 -3 -19 22 -22 23 24 26 -26 27 -9 -29 -28
right_child=1 5 3 4 -6 6 7 20 9 12 -12 -13 -14 -15 -16 -17 17 19 -20 -21 21 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.00094039405709039979 -0.16711598324383498 0.072474602671070448 0.067902159156141964 0.095655258822882783 -0.11453118503924464 0.08688272273731068 0.10298227622409076 0.021731776180445188 -0.087551405975148003 0.097807792148721664 0.094264980510018526 0.05551081980439701 0.041090729924960101 -0.16204649044815736 0.089869369675049826 -0.14810502389588667 -0.095106761149708882 0.012757064700513349 -0.11999333614979971 -0.064744648914563344 -0.11816932990495084 0.025991299363434091 0.030999877632880975 -0.11928890691183769 -0.040806611095288818 0.087051456176393302 0.076766547172097299 0.007640262428561086 -0.093355232477408442 -0.022953405155046128
leaf_weight=282.71620085267932 1.9753766276990052 0.49022605642676298 3.4940703371539694 1.0288898325525222 5.085571882489603 5.4819337408989659 1.8211675970815111 3.7956290394067826 3.0078689139336374 1.1004883637651803 8.1079758889973146 4.3843810195103288 6.9784893579781047 2.8018912319093943 2.9657631694572046 1.4455495186848546 4.3745171130867666 7.5595013854326663 2.1204479368170723 2.729173997126054 2.5799999968148759 1.95260763191618 11.853326195152475 2.8369095090893088 4.5581576977856439 7.5015138876624405 4.0675345999188703 3.0884809009730807 10.338711768388746 4.998700590338558
leaf_count=3201 58 16 15 7 133 25 14 20 27 9 57 29 32 83 12 33 38 45 93 36 74 46 94 166 51 38 20 19 81 61
internal_value=-0.000110364 -0.00697649 -0.0498018 -0.0256837 -0.0791628 0.000374515 0.00376395 -0.00390789 0.00154395 0.0239385 0.048021 -0.00270047 -0.000471546 -0.0353588 0.0290421 -0.0418127 -0.000774915 -0.0338472 -0.0838522 -0.00780104 -0.00728916 -0.0560662 -0.00312077 -0.0129408 -0.0050735 0.0387253 -0.0251655 -0.0498809 -0.0701246 0.0217856
internal_weight=407.241 79.0693 11.5839 9.60853 6.11446 67.4853 64.8747 59.3927 328.172 30.7924 15.5002 7.39225 15.2922 8.31369 5.5118 2.54604 297.379 14.6632 2.61067 10.2887 57.5716 4.53261 53.039 41.1856 38.3487 12.0597 26.2891 17.2228 13.4272 9.06624
internal_count=4633 1031 213 155 140 818 709 684 3602 282 113 56 169 137 54 42 3320 119 109 81 670 120 550 456 290 89 201 120 100 81
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=3 3 0 2 3 2 1 3 3 1 2 3 1 0 4 2 3 2 2 4 4 1 3 1 2 0 1 3 0 4
split_gain=0.469371 1.82761 1.72142 1.69482 1.66795 1.43868 2.77369 1.90391 2.3343 1.92826 1.47252 1.28374 1.21043 1.12944 1.09649 1.05453 1.16616 1.02202 0.948139 0.922196 1.19915 1.87859 2.00631 1.02577 0.709424 0.684118 1.57035 1.24761 0.979007 2.53649
threshold=-0.23921499999999998 -0.24665999999999999 71.249517373150013 0.0041150000000000015 -0.21029499999999998 -0.18437499999999998 70.940344688150006 -0.25587999999999994 -0.51222499999999993 75.499969677400017 -0.080234999999999987 -0.25420999999999999 68.327163385350005 86.162394622750014 48.914776625700007 -0.15962499999999999 -0.25587999999999994 0.70691500000000018 -0.23168999999999998 32.724174661450007 34.424709467050008 73.448676123850007 0.11458500000000002 69.165962322050021 -0.22932499999999997 113.1679565431 93.155074220050025 0.078655000000000017 109.03310793845002 43.477771593600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 24 12 7 10 8 14 -10 -7 15 -2 -12 -4 -8 -17 19 -9 23 21 -21 -23 -6 -3 28 -27 -28 -22 -30
right_child=4 3 5 -5 17 6 11 18 9 -11 13 -13 -14 -15 -16 16 -18 -19 -20 20 25 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.12418629176341932 -0.015883971404483402 -0.053602363211580628 -0.013503837873905628 0.023842531392108155 -0.017885242707720933 -0.045059740154014552 0.091872908109036991 0.031317839998358264 -0.15597425244425889 0.029649469109506665 -0.0090752732875244574 -0.14619873371910869 0.067655825150643098 0.061199324678598024 0.10236834266962916 -0.11093899524029885 0.044418661086177924 -0.076964749141671535 0.11353592193394185 0.075868559856673234 -0.00034841993563565883 -0.11866469849497295 0.090165116843364618 -0.14429406643888606 -0.14920110582281612 -0.12083533176159422 0.078806343995627526 -0.10423508231806855 -0.10610405211370083 0.067771724748245096
leaf_weight=1.1154411129537063 2.4039434609003347 1.3194994917139409 1.6385548844700681 1.3468635875033212 2.2899814707925539 3.6648502685129634 0.50535616895650015 2.8633837053203024 1.4830488916486504 0.89877864200389002 4.1305860884021985 1.840035811997945 6.2273670668946579 5.1240717768669128 1.6281668096780775 1.713841341901575 0.67284752591512664 1.7212835728423659 2.7493795864284056 4.831957279238849 339.8694866609876 1.2240778879204297 0.73708341713063408 0.891985788126476 1.8854363672435277 1.496043257066048 1.1513916738913392 0.55037229618756089 1.0002603053580958 5.2035900808405131
leaf_count=103 27 30 41 24 38 26 3 28 31 27 38 38 44 24 5 82 5 31 12 32 3258 52 6 102 20 66 77 158 96 109
internal_value=-9.67729e-05 -0.0112378 -0.00228711 -0.0702854 0.000945591 0.00241568 -0.0154015 0.0303433 -0.010644 -0.0859295 0.00858905 -0.0809004 0.0443888 0.029834 0.044248 -0.039355 -0.0671411 -9.3205e-05 0.0715919 0.000275115 0.000754075 0.0423661 -0.040178 -0.0533208 -0.109842 -5.52543e-05 -0.046096 0.0196084 0.000370174 0.0397374
internal_weight=404.179 34.5801 30.0283 4.5518 369.599 28.9129 17.6516 11.2613 5.64855 2.38183 12.9195 4.73208 8.63131 9.25466 3.26672 2.89205 2.38669 360.968 5.61276 359.246 356.064 6.79312 1.96116 3.18197 3.20494 349.271 3.19781 1.70176 346.073 6.20385
internal_count=4633 537 463 74 4096 360 216 144 104 58 88 128 71 62 46 90 87 4025 40 3994 3854 90 58 140 50 3764 301 235 3463 205
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=0 2 1 1 2 2 0 2 0 0 3 1 0 0 2 2 4 0 2 0 2 1 3 3 0 3 0 1 4 2
split_gain=0.529244 1.37431 0.537168 2.81686 1.11035 1.85983 1.01484 1.11805 0.870259 1.07738 1.06342 1.65902 0.936181 2.31327 2.25129 1.56038 0.983621 0.961841 1.97295 2.73279 5.06716 1.9412 3.97128 3.46321 2.1572 1.6817 1.48898 2.01686 3.65493 3.58054
threshold=71.096275259750016 0.11061500000000003 58.309968391300011 59.240174904450008 -0.082275000000000001 -0.13734499999999997 81.446839061900008 -0.55200499999999997 83.933662832600007 84.226704768850013 0.091705000000000023 64.730006406800015 85.398872513700013 85.619326080400015 -0.089569999999999997 -0.088880000000000001 41.685324604100011 85.823648898300021 -0.068964999999999985 85.732241321850012 -0.088039999999999993 61.982402197500001 0.093955000000000025 0.10385500000000002 86.420486603250012 0.10336500000000003 85.866664228400012 62.041548276350007 42.154118731400011 -0.09280999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 7 -5 10 -10 11 -8 15 14 -14 -11 -16 18 19 20 -15 22 24 -24 -19 -20 -23 28 -28 -30
right_child=2 -3 3 6 -6 -7 8 -9 9 12 -12 -13 13 17 16 -17 -18 21 25 -21 -22 26 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.11956582541054286 0.011380345350762558 0.096383270095886223 -0.11999875880979567 0.10152167841339257 -0.055348294669837886 0.10997082125320586 -0.11518094912616067 -0.10831004273234293 -0.07520113810046497 -0.028152828345023723 0.076382843467421177 0.065505352347897255 -0.12953565209491641 -0.0774650223586279 0.049308519811387772 0.053832068025365103 -0.055296023888601192 -0.11257031632137633 -0.071163699601908978 0.071318743884650287 0.064074260678901138 -0.082528468814452222 0.072575039163939023 -0.041845786451257361 -0.026984053416362209 0.024695810095987356 0.059677073209668446 -0.00080509386372784207 0.064902581158089515 -0.070655779507023161
leaf_weight=1.0667017604573619 10.903975043678654 0.40720154717564572 1.9656261312775303 0.30381364375352848 1.7847690936177958 2.3206031620502463 0.92220393987372462 1.5466445246711362 1.9050879999995221 3.3327204249799252 3.2353506898507476 1.1318334713578222 2.708753208629787 4.7546826712787178 1.6075936704874032 7.6507852934300882 2.0392207428812981 5.8521421439945716 3.89017922990024 10.081911709159611 5.4042891263961819 2.1216644011437884 5.2482168152928335 5.3335304483771324 5.9282488059252501 3.4559527412056923 14.866374537348749 281.90103214693954 3.0217144042253494 5.485987287014721
leaf_count=186 131 2 70 7 47 9 77 173 16 29 20 10 55 39 7 43 38 49 29 34 18 13 19 27 35 14 64 3311 16 45
internal_value=-9.15423e-05 -0.0599046 0.000128467 -0.000593806 0.0186887 0.0286807 1.78362e-05 -0.0738593 0.000375819 -0.000189937 0.0406561 -0.0156176 0.000191458 -0.000677192 -0.0604781 0.0289554 -0.00918411 0.000386396 0.0183235 0.0344344 -0.00217008 -0.00111419 -0.0295608 0.0149034 -0.0695007 -0.0260671 0.000955207 0.00153542 0.029763 -0.022509
internal_weight=402.179 1.4739 400.705 385.696 15.0093 13.2246 383.73 1.85046 381.879 376.59 5.28939 2.05404 374.685 363.701 6.35557 10.9835 3.64681 357.346 27.587 20.2409 10.159 329.759 22.3621 10.5817 11.7804 7.34613 307.397 305.275 23.3741 8.5077
internal_count=4633 188 4445 4258 187 140 4188 180 4008 3901 107 87 3885 3813 100 72 45 3713 134 91 57 3579 130 46 84 43 3449 3436 125 61
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 1 4 0 0 4 0 1 1 0 2 2 1 3 1 1 1 1 3 3 3 2 3 0 1 3
split_gain=0.471105 1.22425 0.481607 3.04538 2.74104 2.60174 2.34872 3.43299 2.95684 2.63727 2.0564 3.35146 1.91134 1.89734 1.78153 2.22893 2.30153 1.82883 1.76574 4.5295 2.55652 4.14412 2.61685 4.31137 3.35662 2.70565 2.49613 2.40392 2.10076 2.03539
threshold=71.096275259750016 0.11061500000000003 93.972365491700018 68.327163385350005 93.843319501450011 69.873026810350026 38.238138001450004 94.940210418650011 95.050437202000012 38.396531328800009 96.631250582750013 73.007768990450018 78.196493182200015 93.501885318850015 0.12616000000000002 -0.088039999999999993 70.128430332750014 -0.12193999999999999 69.999384342500022 70.74946416085001 71.053259929650025 71.504920895500007 0.092185000000000031 0.08759500000000002 0.12001500000000002 0.075080000000000022 0.25799500000000009 105.93331571405001 75.180043159850015 0.088145000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 13 7 -5 -9 -8 -10 -12 -13 -2 15 -7 -17 -18 -11 -20 -21 -22 23 25 -24 -23 -26 -27 -25 -30
right_child=2 -3 3 6 -6 14 9 8 10 18 11 12 -14 -15 -16 16 17 -19 19 20 21 22 24 28 26 27 -28 -29 29 -31
leaf_value=-0.11872532260882498 0.0019339780911711854 0.091824857108586969 -0.11951933965530387 -0.12046528765495385 0.068829801420701706 -0.11981234955820873 0.095344192159505264 0.11272129228427603 -0.12758405945559478 0.071006774938419712 0.06579476599632976 -0.088061416131642603 -0.004710204583593355 0.07664237449143213 -0.13789791363538151 0.08843627795902502 0.066286828966286959 -0.14194021792268133 -0.094178215443309801 0.073628243097496701 -0.092121170147593856 0.0063779935870242159 -0.042706350742145731 -0.050460153403528496 0.082499519385469872 -0.10387276795259566 -0.057008963612908026 0.016614335692592522 0.11555737720690387 0.041598005874118549
leaf_weight=0.97168482968117931 230.30131658783648 0.385807104408741 2.2607079944573334 3.7068346105515984 6.1383190370397633 1.7923725604778149 2.998049553600139 1.6506536379456545 1.8307229783386016 3.44541429914534 3.7980174869298926 5.0962028247304243 5.9787355622684117 3.450368699617683 1.9812842225655911 2.0294339805841446 0.66218190314248193 1.1618839944712815 5.0622625867836168 4.8369159356225273 4.7400562767870715 49.519395041803364 20.747549305146098 1.8915629778057361 4.3459970196709028 4.5011011657770714 1.8194592125364577 2.6196816192241386 4.9338754918426302 15.13706883828854
leaf_count=186 1837 2 27 46 35 42 22 7 26 24 16 98 375 16 22 7 7 43 95 35 171 835 227 13 44 63 26 73 15 198
internal_value=-7.56477e-05 -0.0588857 0.000124721 -0.00432769 0.00283952 0.00116137 -0.00257594 -0.0326865 -0.0149587 0.00267116 -0.027576 -0.015266 -0.0430648 0.00303674 -0.0563135 -0.0276834 0.0151684 -0.0663486 0.000423283 -0.00160068 0.00247127 -0.000650384 0.00345874 0.0126737 -0.0234546 -0.00191001 0.0413298 -0.0595465 0.0502843 0.0597788
internal_weight=399.795 1.35749 398.437 150.92 247.517 241.379 148.66 22.0612 18.3543 126.598 16.7037 14.873 11.0749 233.752 7.62716 5.64587 3.8535 1.82407 123.6 120.155 115.093 110.256 105.516 78.6027 26.913 56.6402 6.16546 7.12078 21.9625 20.0709
internal_count=4633 188 4445 2436 2009 1974 2409 568 522 1841 515 489 473 1853 121 99 57 50 1819 1795 1700 1665 1494 1197 297 971 70 136 226 213
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=0 3 0 0 1 4 3 1 2 2 3 1 1 0 2 1 0 4 4 0 1 4 4 4 4 4 0 1 1 0
split_gain=0.405966 0.925089 0.851631 0.757061 2.99994 2.20603 2.08715 2.05915 2.21895 1.68783 2.14486 1.05651 1.10072 5.23086 1.21696 1.12538 1.35931 4.82025 8.65258 3.12733 2.89068 2.11734 1.22371 2.05262 1.82168 1.12075 1.07131 1.03984 2.63946 3.67352
threshold=113.1679565431 -0.15544999999999998 118.55293817840001 109.03310793845002 82.299080289250014 44.749265482150008 -0.17949499999999999 83.75622459600001 0.20852500000000004 -0.15962499999999999 0.081235000000000016 83.116371560950014 81.573196594050017 104.61328277200001 0.70681500000000008 80.538140213850014 99.013224486300018 40.00488309970001 41.243661560350013 101.80384402570002 78.27445846800002 35.887362732750006 39.476991512000005 40.858951393400005 40.165165956550005 47.74983977685001 101.80384402570002 74.927328095600004 73.007768990450018 96.870523356300012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -5 6 -6 11 9 10 -9 12 14 -14 15 16 27 21 26 20 25 -18 -17 24 -24 -20 -19 28 -1 -30
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 -12 -13 13 -15 -16 22 17 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00084357989446850372 -0.058171708735268869 -0.071080157535087105 0.059132272368175656 -0.13839005397019419 0.090007370774317363 0.10537233373591481 -0.10667473351731341 0.079546651709166763 0.088921953172281035 -0.11577406823940445 -0.11921086320892126 0.052702428692250496 -0.11971014213107899 0.062125346704701247 0.06171383948603798 0.072142208555719387 -0.013111280883721125 0.037740489474483489 -0.1324501583818537 -0.13458327575113246 0.030682851947019613 -0.12483572767901562 -0.1254526843362013 0.041475465936227307 0.016644414590271696 -0.001251687115980814 0.10774797479144571 0.019871026903436399 0.00012789819939472682 -0.14205387759934848
leaf_weight=287.18144494947046 1.0090663085575218 2.5304197051154906 1.600678267481271 0.88603691081516345 0.9573366197291765 3.7563150317873806 1.2362946798675691 1.2568101006327199 0.94193849083967496 3.8773582797730333 0.9558749203570186 3.8671837095171204 3.6463644653558722 2.7944556642323732 3.2595216538757077 4.3252095934003583 2.5016030943952527 3.8562703914940375 2.2093808278441416 3.4091423316858709 4.6143432166427374 5.2691197181120515 1.7451978065073475 6.7183288901578635 1.8677560165524481 0.92316334298811842 5.0462935147807002 26.858228527067695 4.3418102374998844 3.1251149103045464
leaf_count=2606 42 365 56 26 20 34 167 30 20 177 47 25 115 44 39 25 44 20 36 80 29 107 35 38 10 31 24 243 57 41
internal_value=-7.66607e-05 -0.0279972 0.0137763 0.000289987 0.0332767 0.0588405 -0.0208394 -0.00029634 -0.0539128 -0.0760049 -0.00631614 0.000702257 0.00016413 -0.0408178 0.000882866 0.00033813 -0.000800797 -0.022003 0.00390081 -0.0547704 -0.0196475 -0.0888686 0.0274843 0.00878824 -0.051994 -0.0937859 0.0774233 0.00103445 -0.000682573 -0.0593791
internal_weight=396.568 5.14016 2.60974 391.428 6.83598 5.94995 2.19363 384.592 7.03198 6.09004 2.21269 377.56 373.693 6.44082 367.252 363.992 349.336 27.8293 20.0586 11.156 7.74689 7.77072 14.6565 10.3313 3.61295 3.13254 8.90256 321.507 294.648 7.46693
internal_count=4633 463 98 4170 247 221 187 3923 274 254 77 3649 3624 159 3465 3426 3318 371 220 176 96 151 108 83 45 67 44 2947 2704 98
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=4 0 1 4 2 1 1 4 3 4 3 4 2 3 0 3 4 1 1 4 3 2 2 4 4 1 2 4 1 1
split_gain=0.408364 0.767507 1.12087 1.61451 1.32141 1.05674 0.742039 0.690999 1.87654 1.70525 1.47993 0.991234 1.00883 0.713695 1.57944 0.659369 0.594818 2.15245 0.939997 2.70537 1.98121 2.39668 1.90311 1.55771 1.43298 2.01875 0.919847 2.30068 3.83168 3.07967
threshold=49.064150740050003 71.144667506050013 55.855406118200008 49.960114208400007 -0.23353499999999996 87.143681840350013 90.679004281900021 47.927946529500012 -0.23921499999999998 46.095286511800005 -0.15544999999999998 47.079243513300007 -0.088465000000000002 0.076130000000000017 96.324766355850002 -0.20885999999999996 45.321989007550009 74.927328095600004 83.75622459600001 44.749265482150008 -0.225495 0.20852500000000004 0.22387500000000005 44.578137159850009 44.749265482150008 64.369753017350021 -0.11534 41.11191809080001 83.116371560950014 75.629015667650023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 9 -9 16 -10 -11 15 -12 -15 -13 18 -18 23 20 -20 -22 -23 26 -25 -26 27 28 29 -1
right_child=1 2 3 4 5 6 -8 8 10 11 13 12 -14 14 -16 -17 17 -19 19 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0024072723218305685 -0.12810590161751895 0.054266017571800267 -0.10511503513984927 0.1051481004725172 -0.11305288705544714 0.028497016961301892 -0.10472863146071759 -0.054521342802368172 0.10982106291727861 -0.10874201973131464 -0.024140976153301047 0.015548840287518548 0.066075285074830098 0.091058376648381845 -0.011660883119279286 -0.087317168054628899 -0.11589837847091743 0.073538020635596446 0.045496897346689297 0.10316244914172662 -0.11251808442406429 0.15363590993680748 -0.11407409005143553 -0.13871765215827567 0.034368033226415094 -0.090182781649690902 -0.0010700421106569096 0.029150568627164988 0.1132467071457976 -0.089290478181230759
leaf_weight=35.123609025147744 0.62023595348000427 1.9354269132018069 2.0971160924527794 0.95721570018213098 1.0268595995148659 2.3778245728462939 0.50725858763325948 2.549096079543232 2.4165837299078694 2.108987665269523 2.4700952870771271 0.93258767528459507 0.94873058929806564 2.9964780211448669 2.9912107074633241 1.8779584588482974 0.73451104736886819 3.270371581427753 1.5448082194779997 1.2590649514459071 4.7852717519272101 0.68611278804019071 0.43320230033714324 1.360879907850175 2.7996251223376021 2.431606546510011 265.02734150749166 37.646561962843407 2.5806364510208359 4.6158992764540008
leaf_count=472 16 10 67 8 125 63 56 24 10 65 31 19 20 18 33 42 92 26 84 6 556 2 59 31 31 86 2121 335 11 114
internal_value=-9.26336e-05 -0.0205494 -0.0130553 -0.031759 -0.000165043 -0.0259342 0.00507313 0.000415167 0.0227032 -0.000393067 0.0408056 -0.0538703 -0.0230868 0.0210863 0.0397439 -0.0531845 0.000468363 0.0387946 4.23443e-05 -0.0324125 -0.0553268 -0.0817052 0.0500256 0.00084622 -0.0473065 -0.0235263 0.00176632 0.0111666 -0.00483125 -0.0124991
internal_weight=393.113 9.52194 8.9017 6.96627 4.86916 3.91194 2.88508 383.591 13.4235 370.168 10.8744 5.86826 3.75928 8.45778 5.98769 2.81055 364.3 4.00488 360.295 8.70846 7.4494 5.90459 1.11932 351.586 6.59211 5.23123 344.994 79.9667 42.3201 39.7395
internal_count=4633 345 329 319 252 244 119 4288 116 4172 92 146 81 82 51 61 4026 118 3908 707 701 617 61 3201 148 117 3053 932 597 586
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=4 4 0 3 2 3 3 2 3 0 2 2 0 1 1 4 3 0 1 4 0 1 0 1 0 3 3 4 3 2
split_gain=0.408829 1.7325 1.25623 2.07404 1.01583 2.47781 4.18326 2.85798 3.91944 2.81573 1.8066 2.42191 1.69354 1.77968 1.99689 1.97231 1.66857 1.38212 1.29745 1.25491 1.16345 3.37375 4.81911 2.80595 3.98459 3.81883 3.32374 4.65295 2.50877 3.6718
threshold=42.081757894750005 42.027798546600003 104.03526427400001 -0.225495 -0.022394999999999998 0.096915000000000015 0.10176000000000003 -0.078549999999999995 0.077440000000000023 86.208098410950015 -0.011849999999999999 -0.0098449999999999979 102.21786657775002 73.448676123850007 66.439865777750015 43.847983878700006 0.090235000000000024 86.393602021950016 70.348883899450016 43.968221017800005 94.300357383600002 62.245871094250013 86.866770652900016 71.504920895500007 97.32487278035002 0.088755000000000014 0.083555000000000032 44.026978245600006 0.08079500000000002 -0.23265499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 20 -9 -8 16 -12 13 14 15 -13 -6 -10 -16 -17 21 22 28 24 -22 26 27 -25 29 -2
right_child=4 -3 3 -5 10 6 9 8 17 -11 11 12 -14 -15 18 19 -18 -19 -20 -21 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020045230290166084 0.0026894828257278771 0.055669216389829773 0.03993190606056507 -0.10389069280813085 -0.010449291874709159 -0.12786450473889308 -0.092527734203690426 -0.067028812060509618 -0.016516190481194817 0.020275052492750436 0.10222334988629395 -0.12247504820957025 0.034187291517608943 -0.093294470313321942 0.081869563659864489 0.084024486839484477 -0.14357719169780758 0.090007713949031121 -0.018778435064175151 -0.060431697682392795 -0.13286986742678664 0.042563841008064186 -0.11560620807910307 -0.11907627028696464 0.067658434943481685 -0.13376324797087233 0.063884191178109576 0.011169740016896241 0.021369623634659888 -0.1160971999458239
leaf_weight=239.45910734625068 8.2295089084655011 5.9461051985854274 1.5653793145902453 2.7893651205231427 1.6581838090205594 3.8645672698621629 2.9521991428919128 2.3607870908454052 1.4078240687958885 8.835782941838259 1.7226891964674056 2.5357392925652658 4.1842895699082865 4.1514560077339402 2.3984279809519649 1.0787843630532736 2.1781855523586273 9.0338195443619025 2.7485848260112107 1.3588746989262288 3.9883942948654321 18.353657030384056 3.851808436214923 3.5047914177412265 1.3184797314461318 2.05797328063636 7.3791724662296465 12.616236027097328 23.261119608301669 3.8055623553227642
leaf_count=1937 131 36 106 496 22 52 42 29 13 56 5 92 105 82 17 20 26 148 37 36 141 234 28 119 29 41 59 297 140 57
internal_value=-9.22353e-05 0.00233719 0.00103653 -0.0521915 -0.00440057 -0.000549926 -0.0375757 0.00517858 0.049336 -0.00797544 -0.023132 -0.0111728 -0.0217572 -0.0381592 -0.0155424 -0.060731 -0.0860357 0.0756453 0.028122 0.00349729 -0.00121888 0.00718777 -0.00939751 -0.0168805 -0.0830491 -0.00314131 0.00829759 -0.0171464 0.00219285 -0.0348716
internal_weight=390.597 249.76 243.814 4.35474 140.837 116.822 15.6525 101.169 12.8024 11.788 24.0152 20.1788 18.4562 14.2719 10.1204 4.9734 3.83637 10.4416 5.14701 2.43766 88.3667 57.5017 39.148 30.865 5.30687 25.5582 23.5002 16.121 35.2962 12.0351
internal_count=4633 2575 2539 602 2058 1616 150 1466 190 98 442 394 389 284 202 148 48 161 54 56 1276 590 356 686 170 516 475 416 328 188
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=4 3 2 0 0 2 3 4 2 3 4 2 2 4 4 3 0 2 4 3 2 2 3 3 2 2 0 1 1 3
split_gain=0.416079 1.17589 0.825278 0.592115 0.535478 0.756892 0.515848 1.23462 0.880608 0.662687 1.61103 1.14223 2.29206 0.716599 0.517876 1.37855 1.42778 1.3993 0.80928 0.649265 1.22189 0.627302 2.03749 4.60182 1.36604 0.648815 0.542704 1.85086 0.874037 2.30932
threshold=49.292797572200008 -0.25098999999999999 -0.15734499999999998 119.82189041595002 104.25302938255003 -0.15861999999999998 -0.55393499999999996 48.914776625700007 -0.16533 -0.27450499999999994 35.771221912400001 -0.13006999999999999 -0.14314999999999997 35.374259656300005 33.036871954450007 0.088565000000000019 80.503190258150013 -0.10771499999999999 34.424709467050008 0.094385000000000011 -0.11334499999999999 0.28423000000000004 0.094595000000000026 -0.078164999999999998 0.27394500000000005 0.26597500000000007 73.921844754800006 57.027573863050009 55.887667615750004 0.070640000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 -3 -6 7 8 -1 10 13 12 -12 -8 15 17 -17 -11 19 20 -16 24 23 -23 25 26 28 -28 29 -20
right_child=1 2 3 -5 5 -7 9 -9 -10 14 11 -13 -14 -15 18 16 -18 -19 21 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.11047043952365443 -0.13044943902777725 0.038767127710704966 -0.10390828327854676 0.017597616576102062 -0.11253419671780146 0.038376627098396593 -0.0095124534627074389 0.10625410137078278 0.042443449995062256 -0.11856668387359548 -0.12584413880233794 -0.13080457739414186 0.072197385723640969 0.13022728931132857 -0.072476346779523512 0.06608086715498547 -0.15538531794900989 0.053610890090530529 -0.11190106779092975 0.061216330360430019 0.063216094197524497 0.073360238768706801 0.083982143224713951 -0.14567924980791089 -0.076301159378402372 0.048755848991149792 -0.1123533293096156 -0.00017855689020840305 0.074848347122128747 0.082401558433143118
leaf_weight=0.64477390109095722 0.9069572016596793 2.9975295208860189 1.242649889376479 0.59218933834927145 0.66828706208616473 0.66114366240799427 0.79794551996746921 1.4930355772376058 0.90550773503491588 0.62385302595794212 1.1191088675404901 1.6627986603998581 1.2231277599930757 0.67945721372961998 1.2900966046727265 0.3763293558731674 1.2854081002587916 1.9393873655062626 1.1601562566938803 3.9628043089760467 1.3666010199813161 2.2331779839005326 3.5392742721596733 1.6812356166774396 2.3502720445394507 2.7296263650059691 1.4772574445232738 341.83474186502281 2.465114560443908 1.2938687843270598
leaf_count=38 19 36 174 33 35 17 42 5 28 77 48 68 4 2 27 8 73 52 112 35 25 35 42 39 35 14 62 3419 14 15
internal_value=-0.000101038 -0.02414 -0.00849225 -0.0646926 0.0153394 -0.0374842 0.000345976 0.0413514 -0.0211546 1.50411e-05 -0.0344983 -0.0674222 -0.0224259 0.0547538 0.000524225 -0.0342869 -0.10523 0.0117055 0.000924558 0.0355734 -0.00267637 0.000288803 0.0289979 -0.0207169 -0.000316863 0.00019198 -0.000188691 -0.00066124 0.0327911 -0.00945627
internal_weight=387.204 7.06876 6.1618 1.83484 4.32696 1.32943 380.135 3.04332 1.55028 377.092 5.48244 4.00504 2.34224 1.4774 371.609 4.22498 1.66174 2.56324 367.384 6.6195 2.6567 360.765 7.45369 3.91441 353.311 350.961 348.231 343.312 4.91914 2.45403
internal_count=4633 314 295 207 88 52 4319 71 66 4248 164 120 52 44 4084 210 81 129 3874 87 52 3787 116 74 3671 3636 3622 3481 141 127
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=0 2 2 2 0 2 2 4 1 1 1 1 0 1 1 1 2 2 3 4 3 1 4 0 0 4 4 3 2 2
split_gain=0.368355 1.03323 0.43988 0.964935 1.08365 0.873114 2.72896 1.15601 2.01744 2.86359 1.55698 0.6985 0.700929 0.64852 2.34305 1.29742 1.06902 0.769305 2.72114 0.706035 3.94508 2.79245 2.7124 2.49261 4.94259 4.40386 2.49834 2.46647 3.33468 2.25645
threshold=71.096275259750016 0.11061500000000003 -0.69416999999999995 -0.63026499999999996 93.972365491700018 -0.58319500000000002 -0.54488499999999995 39.852039223600009 75.629015667650023 78.27445846800002 78.290589216800015 78.537927364800012 102.11570516885001 58.309968391300011 59.240174904450008 57.027573863050009 -0.16262999999999997 -0.23353499999999996 -0.23921499999999998 39.427119987250002 0.091885000000000022 61.546871980350012 39.788107623550012 89.711159354950013 93.671258181050021 37.041406607950009 35.119813570500007 0.098085000000000019 -0.056184999999999992 0.075080000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 7 -7 10 -9 -10 -5 -11 -13 15 -15 16 17 18 -8 20 -16 -21 29 -22 -25 26 -26 -27 -29 -23
right_child=2 -3 3 5 -6 6 13 8 9 11 -12 12 -14 14 19 -17 -18 -19 -20 21 23 22 -24 24 25 27 -28 28 -30 -31
leaf_value=-0.11572274158003655 0.053313942864377843 0.089709786262557489 -0.0093538207219214537 -0.086575557426822825 -0.13144386881842485 -0.11510377848989906 -0.12756075174248827 0.081080151386380875 -0.149179253313865 0.10905364751718929 0.057258995449299556 0.073212351627589461 -0.10560740121012341 -0.11762351995920672 -0.013904014605087068 0.06279946497963497 -0.072746491993102957 0.053471442622719245 0.048563409118465815 -0.13845218888002322 0.059988211662963635 -0.026670371673845242 0.0004297962562336874 -0.068066407612802055 0.0096015144530348581 0.10504712379846493 -0.12342602433921157 -0.071565240056170057 0.06872260616444599 -0.13389906550580799
leaf_weight=0.83899218222359084 1.5454869107343245 0.34570790454745293 1.9082715660333627 1.771530460333451 1.1743906979681922 2.0678311397787175 1.3602243785280723 5.6523203263059241 1.0958707910031082 1.0374985188245771 1.3084421707608269 0.45936675369739521 0.41926882741972804 1.7062425595941011 42.657577476915321 4.8813649639487258 1.7017913289600972 3.0277559906244282 2.4704796576406807 1.5069914320483793 16.187406467273831 11.169163883605504 249.3639698967454 6.1962735373526838 3.9764246282866251 7.1846257015713473 2.1889512591296807 2.4926675818278454 5.2908633839106187 2.3807835457846513
leaf_count=186 19 2 10 24 42 124 23 27 17 5 38 3 58 69 603 29 77 21 33 28 81 90 2692 38 82 31 69 49 34 29
internal_value=-0.000100306 -0.0557754 7.13782e-05 -0.00014367 -0.055866 0.000308894 -0.000548141 0.0271498 0.0458554 -0.0202472 -0.0254714 0.0534913 -0.0121172 9.95302e-05 -0.00072298 0.0216574 -0.00180336 0.0157998 -0.0139756 -0.000154061 0.00770675 -0.0027159 -0.00193788 0.0288906 0.0104716 0.0334986 -0.0376285 0.0627958 0.0237956 -0.0455109
internal_weight=385.369 1.1847 384.184 382.638 3.08266 379.556 367.811 11.7443 8.66433 3.012 3.07997 1.91613 0.878636 365.744 352.302 13.4416 8.56025 6.85846 3.8307 350.596 86.1748 264.421 262.914 43.5172 27.3298 21.1335 6.16538 14.9682 7.78353 13.5499
internal_count=4633 188 4445 4426 52 4374 4202 172 110 83 62 66 61 4078 3895 183 154 77 56 3826 987 2839 2811 384 303 265 151 114 83 119
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=4 4 4 3 4 3 3 2 2 4 2 0 1 2 3 2 0 2 2 0 2 0 1 1 4 3 3 0 0 0
split_gain=0.371997 2.17272 2.45435 1.3723 2.03641 1.38753 3.47821 2.10361 1.65267 1.83644 1.79361 1.54517 4.07469 3.05461 4.36422 3.68015 2.63703 2.03945 1.52909 2.5322 1.37629 1.34575 6.02013 4.63001 3.72204 3.12425 5.9916 3.74929 2.92713 2.52612
threshold=41.489621506400006 41.542492784600007 41.559097512700014 0.088145000000000015 41.808689985400001 1.0000000180025095e-35 -0.15544999999999998 -0.26416999999999996 -0.16164499999999998 46.095286511800005 -0.23557500000000001 86.780739992750014 62.095317438950012 -0.071969999999999992 0.080545000000000019 -0.083004999999999982 85.431134011250023 -0.102645 -0.18437499999999998 90.767723400200012 -0.080234999999999987 87.261973998100004 64.630533455950015 63.910026677050006 39.427119987250002 0.091290000000000024 0.087935000000000027 85.799452775150016 85.823648898300021 86.135510041400025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 -2 -3 5 -5 6 8 -8 9 -4 -11 13 -13 15 -15 16 -7 -18 19 -14 -10 23 -23 24 28 26 27 -26 -1 -29
right_child=1 2 3 4 -6 11 7 -9 20 10 -12 12 18 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0028727763718406798 -0.077137870081611881 0.10886100473065295 0.069493847729279135 -0.077430070799288514 -0.0097029722702114494 0.076164463124286486 0.10622426611589174 -0.090980683279941674 -0.10214716270926127 -0.083440882364257452 0.022759275268150185 -0.12762514846306269 0.085651359726814799 0.068732151285421192 -0.17163896593074304 0.084069722178406414 0.023893858464320811 -0.062134768908232468 0.0099842282395865428 -0.15221857156562571 -0.0071507594584955987 0.072060471868802031 0.0016113266372026294 -0.13448969747642156 0.045446741665209407 0.0053587465542055054 -0.16267394529293919 -0.11916028264396375 0.084367687262120628 -0.022373170986752913
leaf_weight=11.222601668763675 3.9132507336325935 1.9817352443933476 5.6594946538971316 4.8143047001212826 57.033597875852138 4.1304150735959455 0.58864435995928932 6.6713664734852491 2.0487625331152257 2.1317426513414821 6.2611332368105641 2.3859332203865042 0.65183810819871668 1.3511750474572175 1.7128834021277723 10.952887754887342 5.7268306966871023 5.3114973921328765 46.472213528875727 1.4277995233424006 5.9665424233826316 13.457718513906 122.93141511162685 2.8013913417817085 5.6235957976896378 26.132429056800902 3.6576087856665245 3.9377843439579001 7.2576482892036429 8.5554139688611013
leaf_count=230 34 17 59 42 601 78 13 211 45 59 41 19 9 8 37 102 35 40 796 54 132 95 1449 53 112 120 38 36 27 41
internal_value=-9.42445e-05 -0.00345211 -0.00178804 -0.00306813 -0.0149749 0.00366008 -0.0149502 -0.0749912 0.00480267 0.0254708 -0.00421496 0.010472 -3.97088e-05 0.0288181 -0.0656412 0.0398981 0.00800319 -0.017502 0.00623009 -0.077661 -0.0314324 0.00280001 0.00856265 -0.00855971 -0.00324573 -0.017952 -0.0459284 -0.0223585 0.0348778 -0.0528799
internal_weight=382.772 177.194 173.281 171.299 61.8479 109.451 29.3277 7.26001 22.0677 14.0524 8.39288 80.1235 50.9378 29.1857 3.06406 26.1216 15.1687 11.0383 48.5519 2.07964 8.0153 205.578 136.389 69.1885 66.3871 47.9068 21.7744 18.1168 18.4802 12.4932
internal_count=4633 2432 2398 2381 643 1738 560 224 336 159 100 1178 878 300 45 255 153 75 859 63 177 2201 1544 657 604 347 227 189 257 77
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=3 3 3 0 1 4 2 3 4 2 4 3 1 3 3 2 4 4 3 1 3 2 4 1 3 3 1 1 0 4
split_gain=0.397283 0.635691 0.684797 3.90365 5.97672 3.0495 2.62525 1.30055 1.18685 1.15328 1.02581 0.70963 3.20217 1.11315 1.21541 2.62559 0.833957 0.673862 0.561803 2.69973 3.01899 2.63671 5.02605 3.57778 2.59366 2.19018 1.9819 1.72834 2.40751 2.1717
threshold=0.4369650000000001 0.42293500000000012 0.11636500000000001 86.692020874450009 61.966271448700006 41.11191809080001 0.0027500000000000003 0.11296500000000002 42.081757894750005 -0.13509999999999997 38.536700832000001 0.11071500000000002 62.245871094250013 0.10821500000000002 0.10526500000000003 -0.070854999999999987 40.94178426300001 41.873095646600007 0.096480000000000024 71.246828915000023 0.096915000000000015 -0.070854999999999987 42.081757894750005 62.095317438950012 0.10249000000000003 0.096095000000000028 62.068432857650002 74.757955233350017 97.32487278035002 41.835830569250014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 6 9 11 -7 -5 -9 13 -13 14 18 16 -16 -6 25 20 -20 22 -22 24 -23 -1 -24 -21 -29 -30
right_child=-2 -3 3 5 17 8 -8 10 -10 -11 -12 12 -14 -15 15 -17 -18 -19 19 27 21 23 26 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00047212071227099514 -0.036797079542419925 0.037275478443131171 -0.0017847773394811771 -0.025552074652876417 -0.2146925055466482 0.11247116567632889 0.038020530360735404 0.094247279862961456 0.028573512560233612 -0.14013748060619202 0.010931224671853514 0.045380740818923793 -0.1278659633882227 0.0407068685167849 -0.18311152522215224 0.0021693449240242136 -0.066746564218396559 -0.12686310172293072 0.11216155924050304 -0.12724397746480495 0.015678639219182364 0.04941735291683489 -0.028040178981548515 0.08067061396072478 -0.066671625971942511 -0.11965247376618622 -0.17059597625926082 0.10685706048369691 -0.065206063734801867 0.057447020986630265
leaf_weight=273.85553588051698 2.9231141478230702 4.5713632609695187 5.2380422577261943 1.5521368400659414 1.7419472411274912 2.802489161491394 2.8694898663670756 2.6005650125443927 4.2329885410144925 2.0234437308972684 3.4228120429033879 2.1523979254998258 2.1154359701322392 6.7620374605758107 1.2260803164099345 4.8372138143167822 1.2375111537985501 1.7523115151561794 3.4464706890285006 1.6560092065483321 13.70457629021257 3.7656864952296081 1.6657323483377684 10.049543546512721 3.9363155346363783 1.5506782708689559 2.352651571854949 1.3556339219212521 6.2883094401913677 1.8737366477726025
leaf_count=3744 38 27 38 14 15 22 23 17 32 33 28 11 34 46 25 35 16 26 13 30 77 20 13 45 23 20 27 6 111 24
internal_value=-7.32198e-05 0.000211796 -0.000243582 -0.0172696 -0.0693558 0.0164704 -0.0332225 0.000837424 0.061993 -0.0903967 0.0469025 3.04367e-05 -0.0404924 0.000539751 -0.000276385 -0.0406278 -0.124659 -0.170648 0.000628674 0.0103698 0.0228083 0.0141274 -0.0131576 0.0413684 -0.00991305 -0.00114317 -0.111503 -0.0329572 -0.016552 -0.037049
internal_weight=379.562 376.639 372.068 22.2128 8.7323 13.4805 6.44507 349.855 7.03548 3.57558 6.02338 343.832 4.26783 339.564 332.802 7.30081 2.46359 3.49426 325.501 50.0947 38.921 35.4745 17.723 17.7515 7.702 275.406 4.01838 11.1737 9.51768 8.16205
internal_count=4633 4595 4568 203 79 124 70 4365 54 47 45 4320 45 4275 4229 76 41 41 4153 389 218 205 117 88 43 3764 40 171 141 135
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 4 1 1 1 1 0 4 4 2 1 4 3 0 4 1 1 3 4 4 3 4 4 2 4 4
split_gain=0.422402 0.775549 0.983504 0.899814 2.34413 0.983808 1.75686 2.52629 1.22595 0.563352 0.624492 0.44541 5.29454 3.10089 2.21823 1.82543 1.93133 2.23641 1.62929 1.18325 2.00865 2.4098 2.70019 1.28236 0.916853 1.64911 3.19378 2.76865 2.89234 4.92496
threshold=-0.69416999999999995 -0.63026499999999996 93.972365491700018 -0.58319500000000002 -0.54488499999999995 39.852039223600009 75.629015667650023 78.27445846800002 78.290589216800015 78.537927364800012 102.11570516885001 36.558960102350007 37.041406607950009 -0.08158 78.473404369650012 37.765550062200006 0.093745000000000023 91.109157582800023 36.377496227400009 69.633754036750005 68.20618276945001 0.098950000000000024 33.96174662340001 34.424709467050008 0.10487000000000003 40.986363433950011 41.600558339100012 -0.0309 40.467253020850002 40.250747516500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 8 -7 -8 -3 -9 -11 14 13 -13 18 16 17 -14 19 20 21 22 -6 -21 -17 27 -27 28 29 -26
right_child=1 3 -4 4 11 6 7 9 -10 10 -12 12 15 -15 -16 24 -18 -19 -20 23 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.052412963027700266 -0.0079243967907393961 -0.077313033688130431 -0.12785940797444201 -0.11325792287394217 -0.12893024686934301 0.079230000811042839 -0.14533603003781431 0.10783506106769009 0.052433750498641851 0.071965418816279464 -0.10503153468238498 -0.18614444347431819 0.070707941590625975 -0.036769447244150391 -0.10801246128934666 0.0011020389546169151 0.084584272128675059 -0.046868711863823964 0.10329428927588707 0.022147666466473398 0.086635053078162494 0.057457634159010534 0.0050505584887009305 -0.059026527186525325 -0.093184709327034584 0.053392277534499703 -0.026561605130360624 0.00807454800346908 -0.16104587157834677 0.073982400955877478
leaf_weight=1.5277325967326749 1.8936627809889608 1.6812390254344785 1.0701029274496248 1.8418504747969553 1.9925335004518396 5.3982393611222488 1.0039732996374371 0.91691664606332757 1.2847468724066855 0.44841652363538742 0.35887665368500166 2.2971661672927439 2.8172707427293044 3.5180933258961877 1.4704147888114665 273.24416647732141 5.2117008825298399 3.7995111858472228 2.0733634121716014 3.6368307392112902 4.1151508986949912 5.6011868081986895 6.1377698946744204 4.1863410987425596 5.5775408321060258 8.0866261534392851 13.072276578284798 7.9352366732782675 2.6253150077536693 2.5765071008354425
leaf_count=19 11 24 42 124 100 27 17 5 38 3 58 43 26 37 223 3185 34 60 9 38 15 30 85 51 55 47 135 59 21 12
internal_value=-6.27742e-05 -0.000276061 -0.0512284 0.000128892 -0.000731197 0.0281836 0.0461755 -0.0192291 -0.0211119 0.0542004 -0.00671736 -0.000155442 -0.00120083 -0.0957761 0.0116807 0.000491692 0.0390543 0.00319267 0.0180245 0.0111372 0.025352 0.0069863 -0.0277848 -0.0212903 -0.000965067 -0.0151305 0.00399561 -0.0367546 -0.0697557 -0.0403634
internal_weight=377.401 375.873 2.96377 372.909 361.817 11.0924 8.12642 2.72818 2.96599 1.72421 0.807293 359.975 330.761 5.81526 29.2136 324.946 11.8285 6.61678 27.7432 25.6698 17.8466 13.7315 8.1303 7.82317 313.118 39.8735 21.1589 18.7146 10.7794 8.15405
internal_count=4633 4614 53 4561 4389 172 110 83 62 66 61 4265 3714 80 551 3634 120 86 328 319 230 215 185 89 3514 329 182 147 88 67
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=2 2 1 1 4 1 1 2 2 4 4 2 2 2 1 4 3 3 1 2 1 4 2 3 3 4 2 3 3 3
split_gain=0.431731 2.20603 2.38053 3.79617 2.83685 1.40859 3.03704 2.04684 1.95423 2.02443 2.46707 2.49145 2.36946 2.28405 2.00638 1.59496 1.55882 3.92277 1.47546 2.34605 1.46622 2.84554 1.39677 1.38956 3.31223 8.72295 2.59836 2.08146 1.88776 2.75933
threshold=-0.0025899999999999999 0.048475000000000011 61.987779113750001 62.132955852800002 36.772607578000013 59.98487780655001 61.944763783650011 0.075080000000000022 0.11061500000000003 38.474425342400004 39.955516828000007 0.12616000000000002 0.17437500000000003 0.2758500000000001 68.20618276945001 37.041406607950009 0.076835000000000028 0.11296500000000002 72.327589083450007 0.059500000000000011 69.999384342500022 40.858951393400005 -0.031989999999999998 0.084365000000000009 0.089705000000000021 41.243661560350013 -0.016679999999999997 0.10602000000000002 0.077080000000000023 -0.17949499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 -2 -4 -5 -3 -7 18 -9 15 13 -12 -13 -11 -14 16 -10 -18 -8 -20 -16 -22 -1 28 25 -25 27 -26 29 -24
right_child=1 5 3 4 -6 6 7 8 9 10 11 12 14 -15 20 -17 17 -19 19 -21 21 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0005792089092645636 -0.15083577821127939 -0.084190461599082875 0.06071539740477358 0.090335403388460259 -0.1080711933351783 0.080422257593517996 0.057864872634681208 -0.094958310383689626 0.047462145327643618 -0.12726751837114555 -0.12050328129236498 0.072698104217074067 -0.073342752272994097 0.024762861583979504 0.10132291102827969 0.065192558613021798 -0.17939437599499855 0.040458496557188743 -0.11567392844137495 0.025403233819249457 -0.099941501662426754 0.029151892935663545 0.087073907147552781 -0.33314992869709981 -0.060284253015214576 0.018811908836677896 0.07713500152266492 0.031750400127911985 0.10111900822897557 -0.094968132111282189
leaf_weight=276.2207779710152 1.8947649894689664 1.9111135981511314 3.1362468386068922 0.85339208971709002 4.6330357702099718 4.668031536974012 7.8164784871041757 2.8777289238059884 2.6248237877152842 3.7590625203447443 1.8273219292750607 3.7546433231327709 4.3328307755291453 1.3406287460820747 1.4464646745473135 5.3763432330451906 1.44384550882387 1.8532979062292723 1.5118399390048578 5.3502190804574639 2.3899399489746411 5.9795355898095295 1.777405566419475 0.97721432126127483 3.9885815358138696 2.5200864853104576 6.4727450287755302 6.4009110685437918 4.473346296697855 1.5664814724004852
leaf_count=3320 58 109 15 7 133 25 34 47 52 60 77 29 54 20 8 38 40 18 60 33 40 74 14 23 32 73 39 33 35 33
internal_value=-5.14858e-05 -0.00708622 -0.0493453 -0.0270435 -0.0772098 0.000288932 0.00305571 -0.00367149 -0.0156496 -0.0093325 -0.0253001 -0.00927507 0.0020775 -0.0873011 -0.016663 0.0257597 -0.01004 -0.0558168 0.0281589 -0.0056787 0.00835586 -0.00771128 0.0015843 0.0227935 0.00903295 -0.0795331 0.0274019 -0.00358219 0.058632 0.00179427
internal_weight=375.179 70.7816 10.5174 8.62267 5.48643 60.2641 58.353 53.685 39.0065 36.1287 24.8304 19.7307 17.9034 5.09969 14.1488 11.2983 5.92197 3.29714 14.6785 6.86206 9.81594 8.36948 304.398 28.1768 20.3595 3.4973 16.8622 10.3895 7.81723 3.34389
internal_count=4633 1031 213 155 140 818 709 684 557 510 362 282 205 80 176 148 110 58 127 93 122 114 3602 282 200 96 104 65 82 47
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=2 2 4 4 2 3 1 1 2 2 4 4 2 2 2 1 4 3 3 0 0 2 1 4 0 2 4 4 2 4
split_gain=0.363481 1.84768 2.23631 2.42319 1.83915 1.33046 1.1978 2.6354 1.71637 1.61 1.6965 2.13843 2.22436 2.037 1.98882 1.63002 1.33989 1.31742 3.46498 1.30123 1.2774 1.4405 1.25549 2.40185 1.18011 1.17511 1.35259 2.31689 2.88405 2.1695
threshold=-0.0025899999999999999 0.048475000000000011 40.636252116050009 40.165165956550005 0.022350000000000005 0.10087500000000002 59.98487780655001 61.944763783650011 0.075080000000000022 0.11061500000000003 38.474425342400004 39.955516828000007 0.12616000000000002 0.2758500000000001 0.17437500000000003 68.20618276945001 37.041406607950009 0.076835000000000028 0.11296500000000002 91.625341543800019 96.741477366050006 0.059500000000000011 69.999384342500022 40.858951393400005 67.160372556750005 -0.031989999999999998 41.873095646600007 42.686561923500008 -0.022394999999999998 40.300545846000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 3 -2 -4 -6 24 -8 20 19 16 13 -13 -12 -14 -16 17 -11 -19 -10 -9 -22 -17 -24 -3 -1 29 28 -28 -27
right_child=1 6 4 -5 5 -7 7 8 9 10 11 12 14 -15 15 22 -18 18 -20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00052122252762010571 -0.053223125728815907 0.096934426520089517 -0.15342936107635863 0.082559011050621051 -0.071651998879379897 0.12417528549954614 0.077229351131851864 0.060389155767333225 -0.00042245038921576682 0.043725745689543148 -0.1227405729110797 -0.11854484894017968 0.067908764799813143 0.022433316045646363 -0.066323147130389865 0.096051984530016107 0.060595927886864555 -0.17483154411830276 0.037137500417553836 -0.14035801349662863 -0.082550264478716662 0.021615519574099559 -0.094189621782306499 0.026372618855351609 -0.11606379345638509 -0.0017851550628557198 0.023806903882140303 0.030602971408963626 -0.13759027822797285 0.072419268270001669
leaf_weight=276.25372632713697 3.6646734126843494 0.31411946332082052 2.595907645416446 2.0492996496614069 1.4031800971715709 0.46090069413185109 4.3895405959337941 6.1719704531133166 1.0709574744105332 2.5673481120320485 3.5203880395274636 1.6793455590377586 3.6245336690917638 1.3323197519057428 4.3133818737696847 1.376943377777933 5.2145100771449506 1.3387580481503394 1.8189978946174958 1.7508900921675374 1.6767777572968023 6.3749498029937968 2.2877525720978138 5.9503385366406292 1.5130846385145558 7.0061132023111048 2.0928938254946843 7.0581041831756011 2.350713726889806 9.0030950820073468
leaf_count=3320 45 8 57 13 97 1 25 28 7 52 60 77 29 20 54 8 38 40 18 40 62 37 40 74 101 56 15 100 43 68
internal_value=-4.19663e-05 -0.00662438 -0.0459461 -0.00452526 -0.099013 -0.023233 0.000239215 0.00281809 -0.00345482 -0.014585 -0.00873067 -0.0235633 -0.00859573 -0.0828828 0.00192345 -0.0152476 0.0239253 -0.00947492 -0.0527286 -0.0872492 0.0261605 -7.7076e-05 0.00766525 -0.00710802 -0.0794467 0.00144154 0.0211509 -0.00500891 -0.0615739 0.0399452
internal_weight=372.226 68.4609 10.174 5.71397 4.45999 1.86408 58.2869 56.4597 52.0702 37.8465 35.0246 24.085 19.2323 4.85271 17.553 13.9284 10.9396 5.7251 3.15776 2.82185 14.2237 8.05173 9.61503 8.23809 1.8272 303.765 27.5109 11.5017 4.44361 16.0092
internal_count=4633 1031 213 58 155 98 818 709 684 557 510 362 282 80 205 176 148 110 58 47 127 99 122 114 109 3602 282 158 58 124
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=2 2 4 3 3 0 0 3 4 4 0 0 0 0 2 2 2 1 0 4 2 2 3 1 1 1 2 0 0 4
split_gain=0.334183 1.73757 1.69141 1.64278 1.57936 0.9121 0.802525 0.607503 0.509604 1.98305 1.81908 4.8335 2.53264 3.16889 1.60219 4.23018 2.75113 2.44653 3.38753 2.38516 2.31719 1.69481 1.80783 1.43362 1.37759 2.36177 1.53896 1.6508 1.51374 1.30349
threshold=-0.58319500000000002 -0.51760499999999998 49.960114208400007 0.12376500000000003 0.10787500000000003 100.92471821705001 101.19356403005001 0.092385000000000023 42.783136484500005 43.182896969600009 86.208098410950015 86.904409066750006 90.490812212800009 93.047535894850014 -0.098419999999999994 -0.10290999999999999 -0.095854999999999996 62.009286778800011 87.842680954300008 43.521589032450009 -0.082404999999999992 -0.156745 0.079745000000000024 61.885617704800005 64.294476189700006 80.538140213850014 -0.076544999999999988 95.550490414250007 96.082805124100005 43.067541470150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 7 -7 -1 -3 10 23 -12 -13 -14 15 19 -16 -18 20 -11 -19 22 -21 -10 -20 26 -26 -28 -29 -15
right_child=1 8 -4 -5 -6 6 -8 -9 9 14 11 12 13 29 16 -17 17 18 24 21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.049478916594514741 -0.11181789620979724 0.0021040192245169453 0.11751041544748023 -0.081605732681733378 0.097153218610049802 0.024647893926090816 -0.11224657736206532 -0.0022435804701126578 0.010834859710954362 0.080801340219946283 0.063889054514609175 -0.12006803707127499 0.092282941685679354 -0.13625168107107374 0.11147412219961012 -0.16868438739690528 0.056143490534829914 -0.1710738322888572 0.061356349149991975 0.0077386830628760747 -0.018952456053853935 -0.070423675067753086 -0.070717457786963409 -0.12568545020079352 -0.11275949257500298 0.0301837246317147 -0.12084577472010177 0.089147702197461764 -0.030976937580085958 0.0074592035002345449
leaf_weight=4.3034599549137038 2.3431924530596002 266.48011120967567 0.37277770042419422 1.5878300061449397 2.5287100483546956 0.72478869557380576 1.0466513903229495 4.8078917805105448 1.0059521477087425 2.81914187018993 4.6207768842577925 4.0748808458447439 1.7818110664375124 1.6167711368761959 2.7507123216055325 1.7048772424459446 7.8739528935693661 1.9258735999464986 3.9646175056695965 18.977648578555101 2.0858724517747786 4.7027783256489739 3.4747464800020671 3.2682657071854919 2.2977455980144441 9.398359361512119 1.19439567346126 1.613923657685518 2.9970932751893997 1.0352975192363372
leaf_count=28 164 2752 1 21 21 6 133 35 29 22 23 30 10 38 17 37 79 23 14 353 31 297 41 70 37 190 61 7 47 16
internal_value=-4.48355e-05 -0.000663643 -0.0803417 0.0145754 0.0259626 0.00942085 -0.0562359 0.0221859 -4.82765e-05 -0.00678116 -0.0368917 -0.0184455 -0.0631581 -0.0108561 0.000950079 -0.0154627 0.0153519 0.0074242 -0.00763252 -0.00674777 -0.0919796 -0.0158368 -0.00440324 -0.0935549 0.00813088 -0.00392629 -0.0434884 -0.0160714 0.0110685 -0.0801507
internal_weight=369.381 354.382 2.71597 14.9993 13.4115 10.8828 1.77144 9.11135 351.666 85.1855 17.4038 13.1295 8.50876 4.43388 67.7817 31.6792 36.1025 33.3518 25.4779 29.9743 4.01175 27.1552 22.4524 4.27422 21.4661 17.5015 8.10316 5.80541 4.61102 2.65207
internal_count=4633 4389 165 244 223 202 139 63 4224 1472 216 117 94 64 1256 750 506 489 410 713 54 691 394 99 356 342 152 115 54 54
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=3 0 0 1 2 1 3 1 3 1 3 1 3 3 2 4 1 3 0 3 3 3 0 3 1 0 2 4 2 4
split_gain=0.334239 1.32703 2.11798 2.14195 2.21955 1.90614 3.62958 1.16027 1.02554 0.992441 0.66566 2.40975 0.83569 0.925182 2.11702 0.594045 0.50667 2.88367 2.52699 2.02209 1.74856 1.67919 1.56289 2.72735 3.59773 2.57648 2.37426 3.30565 3.8839 1.27226
threshold=0.11636500000000001 86.538778761000017 99.755238930300024 75.28220456885002 -0.031989999999999998 61.966271448700006 0.42293500000000012 65.130586668250018 0.11296500000000002 67.254468591300011 0.11071500000000002 62.245871094250013 0.10821500000000002 0.10526500000000003 -0.070854999999999987 40.94178426300001 61.971648364950006 0.10385500000000002 86.904409066750006 0.10336500000000003 0.10249000000000003 0.097645000000000023 85.705356740550016 -0.17949499999999999 61.993156030000002 86.264556031700025 -0.051199999999999996 42.498713093000006 -0.095854999999999996 41.243661560350013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 4 7 -2 -7 -3 10 -10 12 -12 13 16 15 -15 17 18 21 20 22 -1 23 -18 -25 26 27 -24 -29 -27
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 11 -13 -14 14 -16 -17 19 -19 -20 -21 -22 -23 25 24 -26 29 -28 28 -30 -31
leaf_value=-0.0065056815314942177 0.0023003799980241663 0.0045509163602707198 -0.084321563584889167 0.089983726616600201 0.038738197523127307 -0.15451535790644594 0.012913956575992334 -0.090283926311034851 0.087534383073181385 0.0039410926398348164 0.037150958076856901 -0.12050763694644716 0.036380414056798864 -0.16670185962462558 0.0024473612547301106 -0.064505709822258325 0.0441381182013083 -0.13756255689794666 -0.098062571678773844 0.051621809451339498 -0.08485552807045689 0.047929156017464621 0.077093104033282484 0.0380090850017889 -0.10673387668901246 0.0073477774658729095 -0.033869768120800829 0.051407764054937521 -0.077845984768196735 -0.007990753162349748
leaf_weight=38.374794674193254 5.7070773579180258 2.3006099984049815 2.2293851909344076 3.399640478193759 6.5369724705815315 2.9548865403048694 2.3046026006340981 2.9371252320706844 2.6569466218352309 3.0512539131159429 1.9536364362575107 1.9244882363127542 6.3962581529049194 1.1312780939624647 4.6381911415810455 1.1439439223031511 3.1968009874690315 1.6758355051279057 2.7003522031009188 8.0915118039119971 2.3585049139801404 6.6487640328705302 13.463724486529832 2.423747097142039 5.8912704547983594 107.90296516592207 4.5703350016847244 5.9175082594156292 3.8290936686098531 108.40435767715098
leaf_count=637 41 10 67 37 31 39 10 33 16 29 11 34 46 25 35 16 34 11 21 47 22 37 59 68 222 1255 27 25 36 1652
internal_value=-5.10446e-05 -0.0104769 0.00669122 0.0200626 -0.00012525 -0.0377224 -0.0811512 -0.0486289 0.000823165 0.0428505 0.000101957 -0.0410859 0.000587819 -0.00012237 -0.03631 -0.115319 0.000670719 -0.00863001 -0.00410251 0.00239766 0.000853626 0.00153287 0.00164449 -0.0343623 -0.0645427 0.00334267 0.0320111 0.0449837 0.000628558 -0.000339265
internal_weight=366.716 28.3703 17.4037 15.1743 11.7747 10.9666 5.25949 5.23774 338.346 5.7082 332.637 3.87812 328.759 322.363 6.91341 2.27522 315.45 49.3997 47.7239 266.05 257.958 45.0236 255.6 11.5118 8.31502 244.088 27.7807 23.2103 9.7466 216.307
internal_count=4633 268 178 111 74 90 49 43 4365 45 4320 45 4275 4229 76 41 4153 706 695 3447 3400 674 3378 324 290 3054 147 120 61 2907
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=2 2 4 4 2 4 3 1 1 2 2 4 4 2 2 3 2 3 2 0 0 4 3 3 1 1 0 0 2 4
split_gain=0.3547 1.49391 1.85942 2.09149 1.65227 1.16909 1.24088 1.09238 2.23358 1.46699 1.3762 1.3701 1.86846 1.90453 1.82964 1.81706 1.74974 1.47525 1.33025 1.23253 1.19899 1.17936 1.16901 2.96559 1.15898 2.2032 1.02443 2.31156 0.967814 2.8049
threshold=-0.0025899999999999999 0.048475000000000011 40.636252116050009 40.165165956550005 0.022350000000000005 41.087689990200012 -0.144095 59.98487780655001 61.944763783650011 0.075080000000000022 0.11061500000000003 38.474425342400004 39.955516828000007 0.12616000000000002 0.22387500000000005 0.081515000000000018 0.2758500000000001 0.097005000000000022 0.26597500000000007 90.321439350550008 91.625341543800019 37.041406607950009 0.076835000000000028 0.11296500000000002 72.327589083450007 80.538140213850014 93.501885318850015 95.44832900530001 -0.027754999999999998 41.835830569250014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 3 -2 -4 -6 -7 -3 -9 24 20 21 16 -14 19 18 -13 -17 -16 -15 -11 22 26 -24 -10 -26 -12 -28 -1 -30
right_child=1 7 4 -5 5 6 -8 8 9 10 11 12 13 14 15 17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.00011551696027687089 -0.049176889210010143 -0.079733805327433155 -0.14729545179823009 0.079693907458317517 0.12204137319879194 0.064720424005346541 -0.13437623929016984 0.073001068394603352 0.051178723501319891 7.138192342303215e-06 0.10730099047357332 -0.11860879677848478 -0.11670744249860701 -0.026143820182304042 -0.050732023502947879 -0.12875169684245472 0.018317837658818781 -0.0078730296159212221 0.051849014281314325 0.063272164929211824 -0.13648572700479716 0.056044129137337695 -0.17109485834708585 0.031037170249489616 -0.082815938927018565 0.037723402295862504 0.11455863038593737 -0.1493854952031741 0.053604989003636583 -0.022047719685618847
leaf_weight=278.44904320768546 3.6587970953551103 1.6827145199058566 2.3996120873489417 1.9203213797882197 0.4350413680076598 0.47733485494973105 0.90951145632425334 4.1044527646154156 7.3455932270735484 1.0584995639510446 1.1779633313417419 3.2757380613766172 1.4885827455436835 2.1543887145817306 2.1083584040170518 2.39384422195144 1.3050584766897371 1.7460698802024124 3.1571404496207833 5.4196844812249765 1.6417852958547881 5.0388895433861762 1.2446054243919209 1.741412695526378 2.4034153227694333 4.1083405519311782 0.64699968695640542 0.68108960904646665 11.930454129847933 8.3174907898646762
leaf_count=3420 45 109 57 13 1 35 62 25 34 7 8 60 77 20 21 50 20 33 39 42 40 38 40 18 30 63 2 42 98 84
internal_value=-4.40061e-05 -0.00669486 -0.0427088 -0.00481982 -0.0927827 -0.0209839 -0.0658497 -0.000383529 0.00207811 -0.00372793 -0.0142995 -0.00877651 -0.0224301 -0.00825005 0.00125835 -0.0281992 -0.0795987 -0.0777693 0.0107745 0.0378385 -0.0829811 0.0211067 -0.0109478 -0.0532137 0.0239496 -0.0067663 0.039413 -0.0208009 0.00141945 0.0225282
internal_weight=364.422 65.7252 9.80062 5.57912 4.2215 1.82189 1.38685 55.9246 54.2419 50.1375 36.2801 33.5798 23.0489 18.4681 16.9795 9.40541 4.5808 4.13991 5.2655 7.57407 2.70028 10.531 5.49207 2.98602 13.8573 6.51176 2.50605 1.32809 298.697 20.2479
internal_count=4633 1031 213 58 155 98 97 818 709 684 557 510 362 282 205 143 80 83 60 62 47 148 110 58 127 93 52 44 3602 182
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=2 2 4 3 3 4 0 3 4 1 1 0 2 1 4 0 2 2 1 3 2 2 2 1 1 1 2 1 4 3
split_gain=0.33439 1.52793 1.52083 1.22157 1.44292 0.813381 1.50857 1.63754 1.50275 0.934999 1.10231 1.45579 0.472167 3.13887 1.70755 3.15756 2.31936 1.21707 1.05886 0.99354 0.479506 0.772178 0.479645 2.1226 4.30065 1.83751 1.04721 2.55118 0.979187 0.874111
threshold=-0.58319500000000002 -0.51760499999999998 49.960114208400007 0.12376500000000003 0.10787500000000003 38.804629908750009 96.631250582750013 0.094235000000000027 40.099856909850011 75.629015667650023 78.27445846800002 100.92471821705001 -0.25572 62.186725015400008 35.771221912400001 90.321439350550008 -0.47573499999999996 -0.25105499999999997 70.348883899450016 0.4369650000000001 -0.245055 -0.24275499999999997 -0.160525 62.084563606450011 57.772276765200012 62.678712853250012 -0.15022499999999997 89.541786492700012 48.96897326980001 -0.15544999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 -8 -7 -10 -11 -12 13 -3 -15 -16 -17 18 -14 20 -19 -22 23 24 28 -25 27 -24 -23 -27
right_child=1 12 -4 -5 -6 8 7 -9 9 10 11 -13 17 14 15 16 -18 19 -20 -21 21 22 26 25 -26 29 -28 -29 -30 -31
leaf_value=-0.17657250167939645 -0.11077848205917884 0.094357806354720949 0.11569577519731003 -0.070940362559187772 0.094756676260990894 0.08063922289812625 -0.11988652716058519 0.09722461637783332 0.026597783606258554 -0.14292330445290788 0.087888184519029841 -0.11095174298431704 -0.11911258451436164 0.087860725740991519 -0.19896909798871151 0.067690202339400179 -0.1227067224240021 0.06071005052197357 0.033627889674576798 -0.068914170136677569 -0.075835329762088691 0.036072710201725054 -0.08954893746600133 0.1073082476930088 -0.15407438848844582 0.036788909856606933 -0.00012656710351281142 0.05898065420053366 -0.035286914140418645 -0.0079596229057121506
leaf_weight=0.62960271211340968 2.1207032963284287 3.5821008728817088 0.34471011161804188 1.4929375778883685 2.3919683391868594 2.9261857988312823 0.58520816441159673 0.85488566098501906 3.3534189322963357 0.89625912066549096 0.81008022278547265 0.67502475759829395 1.5636457582004362 0.99996091781940766 1.1363681554794314 1.7720990160014483 1.0013272552459964 1.3055360952857871 0.63948561667348247 2.091523851369856 1.3377356600831252 4.8242719884146954 3.7980242934427215 2.6999755501747158 2.0689369420288122 10.920647694612857 292.8396059936349 1.6626614129927473 3.1973585374653339 7.2720707435510095
leaf_count=9 164 29 1 21 21 22 51 9 22 15 5 69 43 12 12 22 44 17 28 30 36 94 208 17 152 94 3129 63 40 154
internal_value=-4.5481e-05 -0.000669254 -0.0791132 0.0147717 0.0245229 0.00886717 -0.0474529 0.00899758 0.0223259 -0.00742862 -0.0553443 -0.00249053 -0.000108218 0.0231797 -0.0287511 -0.0585755 -0.00105135 -0.000696394 -0.0747778 -0.000207765 0.000225165 -1.36736e-05 0.000294357 0.0121367 -0.0255259 0.0303267 -0.000935661 -0.0443249 0.00762933 0.0189018
internal_weight=361.794 347.179 2.46541 14.6156 13.1226 10.7307 2.0697 1.44009 8.66097 5.73478 2.38136 1.4851 344.713 8.49186 4.90976 3.90979 2.77343 336.221 2.20313 334.018 331.927 330.621 329.284 30.9833 10.0906 20.8927 298.3 5.46069 8.02163 18.1927
internal_count=4633 4389 165 244 223 202 69 60 133 111 89 74 4224 119 90 78 66 4105 71 4034 4004 3987 3951 551 286 265 3400 271 134 248
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=0 2 1 1 4 4 4 4 3 3 0 0 1 0 0 0 0 2 2 3 0 0 4 3 0 1 2 0 4 3
split_gain=0.312328 0.90515 0.367465 2.16344 1.6374 0.878566 0.922418 1.73269 0.911824 1.85596 1.74956 0.811875 0.770971 0.713327 0.860442 0.52916 1.82355 1.87066 0.975825 0.89535 0.892195 1.6976 5.36987 3.01827 1.75571 1.56889 1.50294 1.98286 1.34455 1.28059
threshold=71.096275259750016 0.11061500000000003 58.309968391300011 60.87206898960001 37.572218886150004 42.055256506450007 39.476991512000005 35.771221912400001 -0.53179999999999994 -0.25098999999999999 71.340924949550015 81.446839061900008 61.076391807500009 83.933662832600007 84.226704768850013 85.398872513700013 85.619326080400015 -0.089569999999999997 -0.088880000000000001 0.08574500000000003 85.823648898300021 85.990333302400003 40.518963363600001 0.10646500000000002 86.135510041400025 62.116825104000007 -0.068964999999999985 85.705356740550016 42.081757894750005 0.10336500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 -2 -7 -10 -11 12 -5 -13 -15 18 17 -17 -16 -19 26 22 -22 -24 25 -23 27 -18 -29 -28
right_child=2 -3 3 11 -6 8 -8 -9 9 10 -12 13 -14 14 15 16 20 19 -20 -21 21 24 23 -25 -26 -27 29 28 -30 -31
leaf_value=-0.11550723237120322 0.070597214095017166 0.088669257467736531 0.011206692166297256 0.10101641289528379 -0.13823205134905917 0.062144557622901303 0.085905069406664453 -0.11549297507128897 -0.13465881852795644 0.043326186441702191 -0.08924991387110888 0.049259266946683616 -0.10972915156793309 -0.070379777126461388 -0.022151970428762144 -0.13047998884133102 -0.015714383533788078 0.043889235497293899 0.045104488612142071 -0.062349473434642144 0.028434392972911796 0.013633935186061647 -0.13594040100903695 0.0097456809501181556 -0.00078205812546532777 0.090270912376806345 -0.06386406687427014 0.083602553426831552 0.018679737371622797 0.02356878865490887
leaf_weight=0.73012718753307015 1.3022245839238151 0.30902105197310448 1.1627449867082753 0.2049704659730186 1.9847909060772506 1.6186269794125108 2.9061656398698688 0.81255723070353258 1.1834087489405645 3.4460283070802689 1.3997193223331121 2.9819105335045597 1.1337944170809349 1.7216887790709723 3.1902053160592914 2.1425110958516598 5.7116802223026815 1.5773397251032286 6.6626732200384122 1.5958934985101221 6.8393304124474508 8.5064017632976157 5.1453846916556358 1.9652123022824524 269.88096787899849 3.8941374272108069 3.4835805688053361 7.2457281649112684 5.6988592892885208 3.2269674465060234
leaf_count=186 7 2 31 7 67 18 22 45 17 37 41 96 163 16 29 52 40 20 43 25 29 42 59 13 3405 27 29 20 31 14
internal_value=-4.51694e-05 -0.0547894 0.000113457 -0.000499096 -0.0830272 0.016841 0.0493419 -0.000903745 -0.00449661 -0.0223875 0.00503089 0.000258644 -0.0774631 0.000563359 0.000134373 0.00049487 -0.000193296 -0.0582853 0.0233279 -0.00954071 0.000766915 -0.000774397 -0.0348275 -0.095676 0.000908456 0.0377002 0.0187662 0.0333646 0.0550203 -0.0218194
internal_weight=359.665 1.03915 358.626 345.957 3.14754 12.6687 5.02095 2.11478 7.64778 6.02916 4.84575 342.809 1.33876 341.47 338.489 336.767 326.914 5.31574 9.85288 3.17323 321.598 296.231 13.9499 7.1106 282.282 12.4005 25.3668 18.6563 12.9446 6.71055
internal_count=4633 188 4445 4258 98 187 74 52 113 95 78 4160 170 3990 3894 3878 3806 97 72 45 3709 3575 101 72 3474 69 134 91 51 43
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=3 3 2 3 3 2 4 3 4 4 4 4 1 0 4 3 4 4 4 1 3 0 1 3 1 1 2 4 1 3
split_gain=0.32172 1.60206 1.3908 1.2334 1.84053 1.77559 2.3995 1.81972 1.4516 2.2844 1.80157 3.23352 1.50837 2.04384 1.1975 1.18652 1.02468 1.35813 1.8626 1.1447 1.24849 1.01744 1.22483 0.860683 3.0672 4.3558 1.9619 3.4949 1.91878 1.84221
threshold=-0.23921499999999998 -0.24665999999999999 -0.040509999999999997 -0.098985000000000004 1.0000000180025095e-35 -0.26416999999999996 38.474425342400004 -0.04931 41.489621506400006 42.546237522150008 38.751720283100006 37.345948426100009 62.046925192600007 87.261973998100004 35.476804824450006 -0.24748499999999998 42.720329370750001 47.74983977685001 48.823707093150006 68.846035804500005 -0.20885999999999996 71.249517373150013 58.613764160050003 0.080110000000000028 72.327589083450007 80.909147435850016 -0.066979999999999998 42.684965421050009 75.085947125300024 0.082325000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 8 5 -5 14 -8 10 -10 11 -2 13 -12 -7 21 -11 19 -19 -18 -21 -1 -23 24 26 28 27 -6 -26 -25
right_child=3 2 -4 4 23 6 7 -9 9 16 12 -13 -14 -15 -16 -17 17 18 -20 20 -22 22 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-0.12027705810714595 0.04677683601456898 -0.11547677204362253 0.0074695221390200283 0.080629017384765828 -0.062190341146701279 -0.081229318937213024 -0.11551491513191642 0.0028830666011519313 -0.13050841864590265 0.10157299230158204 -0.13634773108625828 -0.15856115645902202 0.09715769580987281 0.10938304542709275 0.027160888451695443 0.057106015908985674 -0.13671086547696853 0.1080320053988964 -0.018337288068238894 0.047582595384029619 -0.082238291950591666 0.046759400064774664 -0.015518831510203153 -0.038693046557937733 -0.014904459800229692 0.021173607516885816 0.077471385207057 0.058131887314902819 -0.15227699816421392 0.00087093938516016357
leaf_weight=0.79075333502261003 2.9631254486157581 2.4593058248283346 1.4701054714969348 1.183458445011637 3.882431289879607 1.3389548968698344 5.2917395884287535 1.7200834525283433 1.2393523128703225 1.1659061014652241 0.70949720928911097 1.0346865165047345 6.2779992618598044 0.6472608745098114 4.2692535314708948 3.0982224883045992 0.95769747660960858 2.1019348071422428 2.6204737841617316 1.6390398833900692 1.3517331272014415 3.8110178294591632 18.427929519471945 12.357484594831474 1.6014970107935358 8.2633335673890524 8.5524984507355857 6.3826888343319297 2.7848569360212423 247.14074251965212
leaf_count=103 72 48 26 20 34 36 145 24 31 6 82 20 37 3 41 19 52 12 43 14 36 43 298 166 24 344 66 111 107 2570
internal_value=-4.53891e-05 -0.00994676 -0.069479 0.000863402 -0.000811818 -0.0364908 -0.0474738 -0.0864705 0.0233462 -0.00256403 0.048017 -0.00636735 0.0764945 -0.0191183 0.00128282 -0.000993625 0.0135559 0.0017209 0.0379094 -0.0415609 -0.0110923 -0.00880986 -0.00484641 0.000880803 0.0164993 -0.0215795 0.0420968 0.0126241 -0.102121 -0.00101312
internal_weight=357.535 30.0573 3.92941 327.478 304.769 13.8035 12.62 7.01182 22.7087 11.0761 11.6326 3.99781 7.63476 1.35676 5.60821 26.1279 9.83679 8.67088 4.72241 3.94847 2.99077 23.0297 22.2389 290.966 31.4673 12.6497 18.8176 10.2651 4.38635 259.498
internal_count=4633 537 74 4096 3688 266 246 169 408 194 214 92 122 85 77 463 163 157 55 102 50 444 341 3422 686 475 211 145 131 2736
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=3 0 0 1 2 4 1 2 3 1 3 3 1 3 3 2 4 2 0 2 3 3 2 4 4 4 0 2 4 3
split_gain=0.314199 1.22316 1.78247 1.85239 1.85906 1.60112 0.87283 0.871111 0.805051 0.846213 0.735401 0.633283 1.93379 0.663749 1.98034 1.53094 0.639761 0.415807 0.373371 0.352239 2.22755 4.56072 1.49339 0.771601 0.756301 1.99463 1.44012 2.50148 0.67439 1.45631
threshold=0.11636500000000001 86.538778761000017 99.755238930300024 75.28220456885002 -0.031989999999999998 41.444941515100005 61.987779113750001 -0.14907499999999999 0.11296500000000002 67.254468591300011 0.25799500000000009 0.11071500000000002 62.245871094250013 0.10685000000000001 0.10526500000000003 -0.036264999999999999 39.427119987250002 -0.15332499999999999 85.931187223550012 0.22387500000000005 0.08079500000000002 0.094595000000000026 0.20852500000000004 31.914316944300001 40.408647214050006 43.477771593600004 94.625660817400004 0.70681500000000008 34.424709467050008 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 4 7 6 -2 -3 11 -10 -7 13 -13 14 19 -16 -15 -4 -18 22 24 -22 23 -1 26 -26 -21 -28 29 -25
right_child=1 2 17 -5 -6 10 -8 -9 9 -11 -12 12 -14 16 15 -17 18 -19 -20 20 21 -23 -24 28 25 -27 27 -29 -30 -31
leaf_value=-0.069449061249155217 0.015812832082398389 0.00067006515105815607 -0.011527813971367547 0.08553158830797139 0.036042710760533912 -0.15607753267928096 -0.052281668418473128 -0.081805952966360465 0.081496914523744038 0.0028076065260991992 -0.053106348793617177 0.031009807353519443 -0.11440569377887524 0.065923209041065273 -0.14220831099556921 -0.013627616854812855 0.036869439388627571 -0.10967896872785064 -0.012280280129098618 0.080200523026195403 -0.12915496262014262 0.027690013779162678 0.073359502989653477 -0.0057225153744209847 -0.092704433287344457 0.055927151687725052 -0.13495762633398298 0.11081954809612292 0.00054940392777757131 0.10181209402810748
leaf_weight=1.5535743199434353 4.3504149056971091 2.3278083279728907 0.61355517426272888 3.2248056493699542 6.3510805200785398 1.3264203635044398 3.3180525805801153 2.846678551286459 2.5145365744829169 2.9936200093361549 1.4537048749625681 1.8417498767375939 1.8164654498395973 2.9070174753142037 1.7095673503354194 2.0202720260276683 2.7441894635558128 1.4555869203759346 3.5387031799182296 3.5886053778231162 3.8678409637650466 3.5605731739196926 2.8675678847357622 3.1967876006528959 1.7279420405393469 1.891003190889023 0.98426207748707362 0.71487919276114553 279.97336029002327 2.0780195076949894
leaf_count=164 30 14 11 37 31 26 20 29 16 29 14 11 34 26 31 15 15 56 35 19 100 37 17 71 26 23 63 6 3604 23
internal_value=-3.51599e-05 -0.0103494 0.00634366 0.0185363 -0.000208693 -0.0372209 -0.0136508 -0.0447031 0.000822074 0.0387302 -0.102235 0.000174786 -0.0411954 0.000649322 -0.000136491 -0.0725624 0.0271341 -0.0805746 0.00918692 0.000746298 -0.0135408 -0.0539763 0.00155198 0.000834019 0.0201834 -0.0150401 0.0442905 -0.0315519 0.00121681 0.0366409
internal_weight=355.359 27.2681 16.8195 14.7504 11.5256 10.4486 7.66847 5.17449 328.091 5.50816 2.78013 322.582 3.65822 318.924 309.734 3.72984 9.18991 2.06914 6.28289 306.004 16.3351 7.42841 289.669 286.802 8.90669 3.61895 5.28775 1.69914 285.248 5.27481
internal_count=4633 268 178 111 74 90 50 43 4365 45 40 4320 45 4275 4199 46 76 67 50 4153 274 137 3879 3862 137 49 88 69 3698 94
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=2 2 4 2 4 2 4 3 1 0 0 1 1 3 3 1 3 2 4 4 0 2 4 3 4 3 2 1 0 3
split_gain=0.32567 1.27129 1.74694 1.37398 1.36734 1.20259 0.96544 0.985903 0.943752 2.52734 1.62065 1.39157 2.81392 2.39762 1.46971 2.07005 1.92074 3.28911 1.77847 1.57557 1.40741 1.40844 1.35296 0.953323 0.90121 1.27132 1.06071 1.84111 1.15226 0.813835
threshold=-0.0025899999999999999 0.048475000000000011 40.636252116050009 0.022350000000000005 40.148327922700012 0.011900000000000003 41.087689990200012 -0.144095 81.573196594050017 107.30980627685001 108.49541631240002 76.621056717750008 72.62331947780001 0.08759500000000002 0.079745000000000024 62.057679025150001 0.11458500000000002 0.09450500000000002 40.518963363600001 41.444941515100005 101.91675926715001 0.2758500000000001 38.536700832000001 0.12140000000000002 35.374259656300005 0.079470000000000027 0.26056000000000007 71.365121072750014 85.705356740550016 0.11636500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 4 -4 5 -2 -5 -8 11 -10 -11 12 14 20 24 18 17 -17 -16 -20 21 -13 -19 -14 -3 26 27 28 -26 -1
right_child=1 8 3 6 -6 -7 7 -9 9 10 -12 13 23 -15 15 16 -18 22 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0028167318221156094 0.01321690267652263 0.10842127288078512 -0.14346099253525932 0.11780207439744335 0.056396337001404555 -0.10896386369922584 0.05963936591307855 -0.12861841088644685 -0.12233193707080313 0.12835020267537681 -0.040195598133704734 -0.12004050932791084 -0.1234717330380134 0.07545398336358515 0.070939169266300617 0.011290660873088358 0.036322709311265265 -0.036035878868977293 0.033237500050848627 -0.12043798110905335 0.029715106126586649 0.027821343164270353 -0.12916650556030418 -0.0062150881639542362 0.021862928658756001 0.10713625102550239 0.051101431824265436 0.046574449676811347 -0.13535836913689278 -0.01782300113591561
leaf_weight=271.1263812801626 1.6689359835581838 1.4249047487974191 2.2210441328934398 0.3771124780178069 2.2062946815276518 1.5572694230941122 0.42057562139234517 0.8216389590525065 2.1655399529263368 0.94839702988974783 1.4317381580331128 1.7362217983463764 2.5573627850972112 6.335521946195513 4.4939789595082429 4.8505909815430623 3.1470870785415164 2.4077928997576237 1.5888766758143904 1.1500615589320657 3.6029989714734256 1.0242412313818929 4.4298188659595326 0.95129024237394322 0.66107210202608113 1.4613783061504362 2.8606485249474645 1.8105501830577848 1.5809444407932458 20.55233493995911
leaf_count=3416 18 9 57 1 15 25 35 62 75 5 157 59 48 42 39 24 20 17 8 39 30 10 91 25 64 8 20 7 21 186
internal_value=-3.5634e-05 -0.006624 -0.0407646 -0.0923878 -0.00427078 -0.045759 -0.0223367 -0.0648801 -0.000607754 -0.0441601 0.0269638 0.00351025 -0.00668316 0.0319067 0.00267507 -0.0116355 -0.0330209 -0.0516918 0.0322274 -0.0312898 -0.0114494 -0.0651779 -0.0963715 -0.0916803 0.0349022 0.0223932 0.00447947 -0.0284303 -0.0890007 0.00136241
internal_weight=353.573 61.8939 9.27287 3.84037 5.4325 3.22621 1.61933 1.24221 52.621 4.54568 2.38014 48.0753 35.3764 12.699 31.8677 22.0682 14.8353 11.6882 7.23292 2.73894 6.36346 2.76046 6.83761 3.50865 9.7995 8.37459 6.91322 4.05257 2.24202 291.679
internal_count=4633 1031 213 155 58 43 98 97 818 237 162 581 440 141 367 238 152 132 86 47 99 69 108 73 129 120 112 92 85 3602
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 3 2 2 1 4 2 1 4 4 4 2 1 3 1 0 0 0 2 2 1 2 3 3 1 1
split_gain=0.360561 0.658267 0.723029 0.696739 0.679158 1.00565 0.318575 1.1061 1.71645 1.36067 0.387999 2.65826 0.972023 2.5166 3.02278 0.903319 1.09383 0.753662 0.393823 1.49412 2.13152 2.14002 1.76547 3.42442 3.63426 3.00976 2.92096 2.48132 1.85755 2.79774
threshold=-0.69416999999999995 -0.63026499999999996 -0.59614999999999996 78.27445846800002 62.079186690200011 0.09721500000000001 -0.51760499999999998 -0.58319500000000002 75.629015667650023 49.960114208400007 -0.25572 62.186725015400008 39.955516828000007 39.065416244600009 35.771221912400001 -0.25105499999999997 72.327589083450007 0.4369650000000001 61.987779113750001 86.866770652900016 86.538778761000017 86.162394622750014 -0.082275000000000001 -0.095074999999999993 61.885617704800005 -0.017745 0.10249000000000003 0.092185000000000031 61.944763783650011 59.98487780655001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 8 -4 -9 11 -8 13 14 -13 16 -12 18 19 20 21 22 23 24 -17 27 28 -24 29 -27
right_child=1 2 6 -5 5 -7 10 9 -10 -11 15 12 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.052043514486791176 0.024084010680348999 0.0095551138677653288 0.054476304176927906 0.07873671397248018 -0.16870805676344225 -0.0188967958368952 0.090128483328913489 -0.11009406146691364 -0.10811087768160761 0.11393273626081629 -0.11664318551935643 0.085633537224153761 -0.11139857246008456 0.12572821260741909 -0.13964486533830947 0.00024805073869695461 0.049353655231070673 -0.060292887767310788 0.0017993587346152658 -0.06798704671967136 0.057088155169124313 -0.081387015637321328 -0.14267131910991759 0.054559641631631732 -0.14186782593839939 -0.041183015742147722 -0.16123083112646641 -0.03081950165729171 -0.10563173015180094 0.10701866082659439
leaf_weight=1.3239914062432934 0.85121444566175286 4.2446078422944984 2.4909871891140942 2.2156522030709311 0.79342162457760412 1.0294643701054154 3.3194890200393257 1.9258796522481128 0.87825060819159251 0.31553348898887623 1.3762457878328849 0.94487857933563724 1.0535227534710427 1.0793340429663656 1.6113635343499479 15.622514524264263 0.55787977285217483 2.0750564203481181 265.00582627499534 3.7916382215917102 5.3147730045020571 3.8270152742043129 3.0389679512009042 11.20464896596968 2.0336511397035784 1.8905974944646029 0.81787079665809859 5.7096429059747607 0.78083798568695773 3.9044373887591064
leaf_count=19 5 39 12 46 36 12 29 164 75 1 48 12 26 3 49 285 23 30 3224 28 21 22 30 44 108 157 11 37 12 25
internal_value=-4.30913e-05 -0.000240292 0.000140558 0.0332821 -0.0496651 -0.084103 -0.000488101 -0.0241197 0.0120951 -0.0785568 -9.22672e-05 0.0216539 -0.0268204 -0.00231122 -0.0563739 -0.000624933 -0.068763 -0.000219454 0.000166546 -0.00730205 -0.00305243 -0.00959825 -0.00349342 0.0113194 -0.016121 -0.0299772 0.0169927 -0.069673 0.0391592 0.0586687
internal_weight=351.029 349.705 347.031 6.46026 2.6741 1.82289 340.571 5.61065 3.36924 2.24141 334.96 8.00859 4.6891 3.63558 2.55624 326.952 1.93413 325.017 322.942 57.9366 54.145 48.8302 45.0032 28.8608 17.6562 16.1424 7.39374 8.74861 6.57587 5.79503
internal_count=4633 4614 4561 85 53 48 4476 252 87 165 4224 119 90 64 61 4105 71 4034 4004 780 752 731 709 437 393 272 205 67 194 182
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=2 2 2 4 1 4 4 2 1 4 4 4 4 0 3 3 4 2 4 0 0 0 1 0 0 2 2 3 3 3
split_gain=0.297999 0.548796 0.5983 0.743941 1.57185 0.297544 3.79158 2.50471 1.71585 1.22306 1.1789 1.71319 0.982746 1.34362 1.66867 1.2331 0.826944 2.52723 1.60861 0.657592 4.76086 1.98995 2.82213 1.33496 1.3104 1.29049 0.626725 1.51576 1.92046 1.74694
threshold=-0.69416999999999995 -0.63026499999999996 -0.59614999999999996 39.955516828000007 78.290589216800015 36.558960102350007 37.041406607950009 -0.08158 73.007768990450018 36.377496227400009 33.361153777850006 33.036871954450007 37.765550062200006 92.773313165550022 0.092895000000000019 -0.086715 38.060777288450005 -0.033594999999999993 37.892416320650007 91.886121982450007 89.861713010250014 89.237990724000014 64.369753017350021 93.72771580185001 75.381677519650012 -0.091149999999999995 -0.0025899999999999999 0.12376500000000003 0.10249000000000003 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 8 7 -7 9 19 11 -10 13 -8 15 -15 17 18 -14 20 21 22 24 -21 -4 -25 -18 28 29 -28
right_child=1 2 5 -5 -6 6 12 -9 10 -11 -12 -13 16 14 -16 -17 26 -19 -20 23 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.047752767373008022 -0.045839482971756024 -0.12174178704226329 -0.10708442706997648 0.052308962537691364 0.064083228119838076 -0.16028607797104463 0.070275300652919856 -0.025294090199923097 -0.11746774232899776 0.094274910184255531 -0.10788137026624507 0.10701366255513306 -0.011879863693453873 0.018338344920909279 0.051612030595324543 -0.11127836127900304 0.0018185869992766099 0.055655020633554819 -0.16184101366902626 0.076703071836301984 -0.12165951503394622 0.077359450527016635 -0.18063855837895715 0.061342470382248451 0.040604801107562045 -0.043168908444148162 -0.018221866484859073 0.049151467277926561 -0.077400793471391824 0.039309701157197105
leaf_weight=1.2999797207303334 2.6165853557176879 0.85927052947226801 0.70631665806286914 4.5211841214913875 0.96800621290458366 2.3906473116367124 4.6628205999732 3.2336772482376537 0.58665336348349162 1.9827591124922026 1.9417775048932524 0.80852218950167298 1.234809175366536 1.3097359358798715 2.9712145454250276 1.6695992942259179 243.76157030592731 1.6593260233057652 1.7002239489229394 3.9245602898299676 2.6491766758263102 4.6174756102263927 0.83745401818305243 1.9658355358988044 4.0201275543076918 2.9611963131465018 32.548585563548841 3.8767883153632274 4.5736311712535089 6.2994281584396949
leaf_count=19 53 17 108 43 25 48 38 37 132 9 142 7 22 21 27 39 2811 18 26 19 21 22 15 10 50 34 647 55 66 52
internal_value=-3.63709e-05 -0.000214963 0.000130824 0.0305463 -0.0233003 -0.000438946 -0.00131079 -0.0826731 0.00963151 0.0190975 -0.057499 0.0126221 0.000183355 0.0300809 -0.00141524 -0.054298 -0.000889904 -0.0429843 -0.0987503 0.0122228 -0.00224212 0.0288301 -0.0114444 0.0331899 0.0185342 -0.00146993 -0.000225447 -0.0107598 -0.0161088 -0.00889279
internal_weight=349.159 347.859 345.242 6.34846 1.82728 338.894 311.892 5.62432 27.0019 23.6649 3.33695 1.39518 306.268 10.6134 5.95055 2.97934 295.654 4.59436 2.93503 21.6821 12.8306 10.1814 5.5639 8.85159 4.72644 4.92703 291.06 47.2984 43.4216 38.848
internal_count=4633 4614 4561 85 42 4476 3907 85 569 288 281 139 3822 125 87 60 3697 66 48 279 216 195 173 63 158 44 3631 820 765 699
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=4 3 2 0 4 4 3 0 0 0 1 0 4 1 1 0 4 0 2 3 4 2 0 0 2 2 4 3 3 2
split_gain=0.304643 1.198 1.27842 0.919252 0.428221 2.60161 2.6636 1.57633 3.48823 1.73076 1.32976 1.20956 1.15769 3.26861 1.09444 1.44836 0.687543 1.27523 1.53153 1.15742 0.867659 2.90975 1.54972 3.9111 2.24616 1.9341 1.2904 1.78215 2.7727 2.15141
threshold=33.036871954450007 0.088565000000000019 -0.10771499999999999 81.90387694410002 36.558960102350007 37.041406607950009 0.090465000000000031 89.861713010250014 90.60910437050002 89.576736448400013 69.633754036750005 94.300357383600002 35.374259656300005 61.740440965750004 78.381996793250025 94.940210418650011 37.765550062200006 92.773313165550022 -0.047144999999999999 -0.222165 38.751720283100006 -0.14510999999999999 89.057864029250013 94.770837556450019 -0.099379999999999996 -0.054875 39.427119987250002 -0.089139999999999997 0.092015000000000027 -0.070854999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 6 11 9 -9 12 -10 -6 13 -2 15 -12 17 -7 19 -19 21 -18 -23 -24 -25 -26 27 -22 -29 -30
right_child=4 3 -4 -5 5 16 -8 8 10 -11 14 -13 -14 -15 -16 -17 20 18 -20 -21 26 22 23 24 25 -27 -28 28 29 -31
leaf_value=-0.11353516307795167 0.064257058097743167 0.048442307712780346 0.057672014862582111 -0.1486520000314383 -0.19726599735391412 0.06626249473399777 -0.0075351052839397028 -0.17076741634571019 0.059539144970687123 0.11389180839417792 -0.065012841556726556 -0.057462745637696003 0.059510912323953474 -0.1215323399256473 -0.11027691606027419 0.030397221794210151 -0.14623353048801807 0.041563796101594393 0.034140007953737138 -0.11796862036874707 0.10056010107660607 0.038561771619884833 -0.097683571795183374 0.12223322683024457 -0.11835514981419955 0.023557588573501941 -0.00081046113479176949 -0.03585246982426267 -0.0071816068632808974 0.083264701845209566
leaf_weight=0.58186354670033358 2.0998838879168056 0.30640641250647593 1.7415258613327744 1.0392763654745065 1.5733973258174949 4.4614506140351278 3.3780002578860149 1.2162787541747082 3.4280388243496409 2.5775494277477264 2.3611180288717133 1.0200970999721901 3.5957912029698491 1.7246745317243037 1.0432152248686177 4.8784683356061578 1.6956705302145589 0.64463765569962594 3.7788327436428517 1.5440433461335485 2.7248085635073975 4.8854497482534525 4.7926060948520881 1.6416338105336796 1.2850504283560469 3.8009500933694587 265.70507541146071 6.8960461657843579 4.5310169080621598 6.2680254175793326
leaf_count=121 22 9 57 72 23 38 39 11 18 10 30 30 60 31 123 49 57 10 25 56 21 34 36 9 36 56 3400 74 39 37
internal_value=-2.9504e-05 -0.0286918 0.0147953 -0.103774 0.000276604 -0.000667441 -0.0660553 0.0134799 -0.00958078 0.043297 0.00715993 -0.142277 0.0187751 -0.0195242 -0.0145185 -0.000719807 0.000573483 0.0258205 -0.00441485 -0.0709811 -0.000291992 -0.0215244 -0.00863458 -0.0286494 0.0205289 -0.0122987 0.00105125 0.0252759 0.0136832 0.0453156
internal_weight=347.221 3.66907 2.32339 1.34568 343.552 320.627 5.97149 22.925 12.9271 9.9979 11.7108 2.59349 7.42035 3.82456 8.2828 7.23959 314.655 10.429 5.96751 2.18868 304.226 18.1014 16.4057 11.5202 6.72763 5.086 286.125 20.4199 17.6951 10.799
internal_count=4633 259 178 81 4374 4020 92 354 231 123 220 53 113 53 202 79 3928 129 91 66 3799 228 171 137 101 92 3571 171 150 76
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=3 0 4 0 4 1 3 3 2 4 1 0 2 3 3 2 3 2 1 1 0 2 1 2 0 0 4 2 2 4
split_gain=0.321548 1.06705 1.89962 1.85173 1.68634 1.74965 1.25187 0.803674 0.765125 0.719168 0.62324 0.85147 0.506699 1.67875 1.47278 1.755 1.12691 3.66903 2.45781 2.59829 1.52046 1.71948 0.819188 2.68057 2.2861 4.38419 2.06277 1.72059 3.4404 3.66807
threshold=0.11636500000000001 87.380266155850009 39.656620114300004 86.135510041400025 41.11191809080001 68.846035804500005 0.25799500000000009 0.11296500000000002 -0.054875 38.536700832000001 70.182199495350019 98.51854819030001 0.075080000000000022 0.10526500000000003 0.094595000000000026 0.11061500000000003 0.079745000000000024 0.22387500000000005 76.871083323950003 62.057679025150001 93.047535894850014 0.23643500000000003 61.987779113750001 -0.0025899999999999999 85.931187223550012 86.420486603250012 40.250747516500006 -0.06828999999999999 -0.075639999999999999 39.354247760400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 6 5 -3 -4 12 -6 -9 -7 -12 22 14 15 -14 20 18 19 -18 -17 -22 23 24 -1 26 -26 28 -24 -30
right_child=1 4 3 -5 8 10 -8 9 -10 -11 11 -13 13 -15 -16 16 17 -19 -20 -21 21 -23 27 -25 25 -27 -28 -29 29 -31
leaf_value=0.0081966485519342908 0.041703349680256983 0.018396904567441693 -0.066033456072587135 -0.1199086866503242 0.079926062795523764 -0.17470258367172836 0.021944086675224791 0.083202635723126139 0.015232316244055306 0.0080388046550532947 0.027593743640436999 -0.10749598808644459 -0.13047594016233216 -0.11552480542741073 0.032226579222324483 0.05462690930739942 0.043758069599757865 -0.12323192836778885 0.07158807191675369 -0.1319500545817798 -0.11862632683574725 0.008174040948834076 0.0020797307462452979 -0.12661495360968889 -0.043076775090449271 0.004656243184401194 -0.17146196848224693 0.017488809906859606 0.026663758078481745 -0.10364983241055561
leaf_weight=33.858094002585858 2.6850272323936251 3.2063010334968549 3.3782617831602675 2.9123912900686264 2.8349372204393148 0.66141503304243121 3.1029836274683475 2.2030300330370656 5.1476170469541103 3.0151876010349952 0.69153348263353143 1.434309281161404 1.3470583098824231 1.4930378368953814 7.2345909654977723 4.4446093178121391 1.5461828759871408 3.2672529838746414 3.0719129620702006 1.8468485916964708 1.4227419910021124 4.3066200041939737 158.37105998239713 1.9030955063644786 2.2671741414815179 8.1145410137251002 2.7934381728991866 67.136245982925175 3.2683964843454287 6.3695021695457399
leaf_count=523 21 17 37 25 17 5 16 17 50 28 21 59 35 27 75 37 22 100 53 39 43 111 2243 133 14 44 32 699 38 52
internal_value=-2.26527e-05 -0.0107045 -0.0324732 -0.0536754 0.00810884 -0.0319786 -0.023913 0.000849033 0.0382078 0.0397715 -0.0899276 -0.0635515 0.000202327 -0.0121619 -0.00674467 -0.0200105 -0.0125352 -0.0368623 0.00678715 -0.051881 0.0107355 -0.0233136 0.0015072 -0.0102641 -0.00555617 -0.0408988 -0.113945 0.00395693 -0.0014504 -0.059458
internal_weight=345.335 26.0548 12.0787 9.39364 13.9761 5.99356 6.48125 319.281 7.98255 5.21822 2.78726 2.12584 314.062 29.9809 28.4878 21.2532 19.9062 9.7322 6.46494 3.39303 10.174 5.72936 284.082 48.9363 47.0332 13.1752 5.06061 235.145 168.009 9.6379
internal_count=4633 268 99 78 169 102 53 4365 67 45 85 80 4320 542 515 440 405 214 114 61 191 154 3778 746 613 90 46 3032 2333 90
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 4 2 2 3 3 4 0 0 3 1 0 0 1 0 0 1 0 1 2 3 0 0 1 0
split_gain=0.300615 2.70612 2.89636 1.83056 2.64399 1.22002 1.83254 3.38613 2.30024 1.43564 3.24228 4.25706 4.22397 1.63731 1.38712 1.35183 4.31759 2.36531 1.48404 1.76928 1.34064 1.31299 1.73154 1.30683 1.21372 1.1662 0.953552 4.22816 3.49131 3.40593
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 70.74946416085001 70.348883899450016 0.098510000000000028 41.11191809080001 -0.0309 -0.060989999999999996 0.087475000000000011 0.088755000000000014 41.243661560350013 106.56510337475001 95.746747857800017 0.086375000000000021 78.537927364800012 97.722764583650005 101.11291028615001 80.677940036650014 102.75018128760001 99.755238930300024 71.658163008950012 96.324766355850002 73.448676123850007 -0.21563499999999999 0.086075000000000026 90.321439350550008 91.109157582800023 68.20618276945001 89.861713010250014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 4 26 9 7 -7 20 13 -11 15 23 -3 21 16 -12 -18 -17 -20 -8 -15 -23 -13 -2 -24 29 -28 -29 -1
right_child=1 5 -4 -5 -6 6 8 -9 -10 10 11 12 -14 14 -16 18 17 -19 19 -21 -22 22 25 -25 -26 -27 27 28 -30 -31
leaf_value=0.0005929371829425065 0.062085344783649667 0.096354484555652042 -0.10741295359386666 0.055041105973334496 -0.10947755314488215 -0.11389431578227144 0.095021925483802186 0.0072838548196453873 -0.088866442887949634 0.078184238085076949 0.053205115316851806 -0.02691792703151203 0.077509778105432747 0.10138844654266524 -0.080124227149932961 0.10965089772070234 -0.14087260489475692 0.013816204687037675 0.055952966693197562 -0.10449353507695083 -0.0080540107640601072 -0.11483629979445627 -0.0062823048979499113 -0.13248930838031983 -0.042333742330704666 0.10427702397953527 0.067289616610225575 -0.051872298471265635 0.016189472119673171 -0.080151150314974606
leaf_weight=170.27896294281527 1.9599374411627648 1.5303096622228611 5.030324398132505 6.3297546880785367 2.1643824774073428 4.6482186720822929 2.7644062051549554 4.5762571274171924 1.6196401556662738 7.7105129718547678 7.4137695776298695 1.6573467180132855 1.7151368259510489 1.1378242631908495 2.5747809460735871 3.5313270592596373 2.3291473764111288 1.7173044803785158 3.1348563656210899 0.88027387057081785 2.3214518174354453 1.4512029346078623 42.221189180636429 4.0083499830216169 2.5765022453851998 0.97613635934248932 11.393210329115389 10.303377622039987 28.067673124140128 5.3894849158823481
leaf_count=1787 32 6 300 51 91 137 14 67 50 115 34 15 51 14 57 29 35 13 19 121 32 17 1033 48 32 17 66 128 183 39
internal_value=-2.76769e-05 -0.00435239 -0.0551609 0.00199645 0.000521209 0.000512259 -0.0248602 -0.0537779 0.0149207 0.00532456 0.0211392 0.0044704 -0.0599846 -0.00548384 -0.00870634 0.0295001 0.00785884 -0.075223 0.062365 0.0207768 0.0479727 -0.00469018 -0.00739349 -0.101607 0.0027798 -0.00378398 0.00157731 0.0137968 -0.00208644 -0.00188428
internal_weight=343.413 109.486 9.56676 233.927 227.597 99.9194 15.93 9.22448 6.7055 83.9895 34.098 26.3875 7.38083 49.8914 48.3611 19.0067 11.4602 4.04645 7.54646 4.01513 5.08586 45.7864 44.6485 5.6657 4.53644 43.1973 225.433 49.7643 38.3711 175.668
internal_count=4633 2288 364 2345 2294 1924 300 204 96 1624 480 365 114 1144 1138 251 82 48 169 140 46 1081 1067 63 64 1050 2203 377 311 1826
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=4 4 2 2 4 1 0 0 2 2 4 2 3 2 4 2 2 1 1 3 3 1 4 2 4 4 2 3 2 2
split_gain=0.294085 1.07638 0.99216 1.34128 1.88128 0.524729 0.680289 0.4949 1.3337 0.423646 1.49367 1.66331 1.24123 1.21753 1.68439 1.41259 2.06009 1.17007 2.08242 2.40726 3.01922 1.8005 1.66167 2.46624 1.77176 1.25587 2.34528 2.30802 2.51894 1.16318
threshold=33.96174662340001 34.424709467050008 -0.11692 0.15915000000000004 30.518512326550006 77.443724905700023 99.198728097250012 94.109476856350014 0.11061500000000003 -0.117885 44.202975721700007 -0.156745 -0.27450499999999994 -0.11051999999999999 41.362929270750008 -0.10771499999999999 -0.10434500000000001 62.229740345500012 71.322105742700003 -0.067414999999999989 0.083905000000000021 62.111448187750007 39.571921479100006 -0.14510999999999999 35.476804824450006 41.741384785950011 -0.25572 -0.25420999999999999 -0.14174999999999999 -0.18437499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 7 -5 -1 -7 -4 -9 10 17 29 -11 14 -14 -15 -17 21 22 -20 -21 25 23 24 -19 26 -3 -28 -29 -12
right_child=1 9 3 4 -6 6 -8 8 -10 12 11 -13 13 15 -16 16 -18 18 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.11884928236660192 0.067985014439550101 0.047436071927321306 0.062737684744585825 0.062209722172866279 -0.17892940333337337 0.11118913383611151 -0.12401123903293634 -0.11684298957482238 0.11853323766481844 -0.087003285767994654 -0.021213000829885458 -0.10529209231565846 -0.10979712806771436 0.070175872553972674 -0.0012100133927667323 -0.086814257934689165 -0.00032600532963716748 0.022496525259178078 0.057252373892519685 -0.127083536176722 -0.002730307337418946 -0.091070214324096829 0.060396723970459254 0.064517218677149712 -0.09812996098912273 0.040421125435360285 0.074039378265756184 -0.15978219364707869 -0.023560117157588246 0.033937572265183902
leaf_weight=1.275581657348084 2.3381809998245435 3.724638575688008 2.3060464709997173 0.5437844770203808 0.79877278854837641 0.26605892181396473 0.22866764152422547 0.5944502853162702 0.40456937954877503 1.7145423962501798 15.771451757696926 1.9122948090662237 2.4547147192351977 2.7939120255177832 3.4171003308147192 2.7870580032467833 232.57833959760319 2.3117565903812647 4.9799339379533221 2.3506379085447398 11.526126290686078 2.2422053199261418 16.403286328888498 4.0475362446159142 2.5727717869449407 6.1216051041847086 1.2136950162239406 2.2590630522463502 3.4011645079590331 5.0483888714807117
leaf_count=92 36 41 20 40 25 1 71 62 3 92 329 220 28 16 27 41 2403 15 77 197 231 14 110 21 33 73 16 160 18 121
internal_value=-3.36698e-05 0.000373798 -0.0212371 0.00302915 -0.0812593 -0.0849437 0.00247713 0.0372681 -0.0215235 -0.000102897 0.0059429 -0.0160381 -0.00221586 -0.00162016 -0.0466049 -0.000511057 -0.00135015 0.0138548 0.022771 -0.00239089 -0.023795 -0.00692437 0.0414986 0.00679309 -0.0410397 0.00435975 -0.0164689 -0.0510958 -0.0779279 -0.00784011
internal_weight=340.388 333.97 6.41793 4.64762 1.34256 1.77031 0.494727 3.30507 0.99902 331.632 85.8866 22.7321 245.746 244.031 5.87182 238.159 235.365 63.1544 44.192 18.8567 13.8768 18.9624 25.3354 8.93206 4.88453 16.7202 10.5986 6.87392 5.66023 20.8198
internal_count=4633 4319 314 150 65 164 72 85 65 4283 1676 670 2607 2515 55 2460 2444 1006 684 505 428 322 179 69 48 308 235 194 178 450
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=2 1 2 4 1 4 4 4 3 3 3 4 4 4 0 2 3 0 1 3 4 4 0 3 4 3 2 4 0 2
split_gain=0.285801 0.815262 0.405271 1.8501 0.443973 1.0098 0.393374 0.785645 0.347571 0.911813 0.709773 2.33441 1.3206 1.55784 0.874435 0.671912 0.576678 0.529514 1.46983 3.58308 2.66258 1.75015 3.0728 1.9293 1.84638 1.69286 1.46561 1.95268 1.33118 1.58517
threshold=0.63131000000000015 80.677940036650014 0.27394500000000005 39.065416244600009 69.165962322050021 38.110427674550003 37.572218886150004 37.041406607950009 -0.55393499999999996 -0.57039999999999991 -0.25587999999999994 41.909642283050012 41.243661560350013 39.525197829750006 86.624809421150005 -0.23401999999999998 -0.25420999999999999 85.705356740550016 61.993156030000002 0.10336500000000003 44.749265482150008 41.529896397300007 85.562868459650019 1.0000000180025095e-35 37.572218886150004 -0.15544999999999998 -0.092084999999999986 38.983591653800012 81.90387694410002 -0.25447999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 -4 6 7 -6 9 15 11 12 13 -10 -15 -1 -12 18 21 20 -20 22 24 25 28 -23 -26 -28 29 -18
right_child=1 -3 3 -5 5 -7 -8 -9 10 -11 16 -13 -14 14 -16 -17 17 -19 19 -21 -22 23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.046990461962126216 0.061029978387523831 -0.051706126869697305 0.053867603480005133 -0.12364279013505958 -0.1427054053429658 -0.13000403783654155 0.073515399912383969 0.069583069419077923 0.01363408469586677 0.082953646209376258 0.054459974349678232 -0.11470230075884139 0.0660657847239767 -0.17240658425925748 -0.039469093980906131 -0.11229840437227762 0.095685692475047768 0.0017863834457693762 -0.11905485572599191 0.053319623924798124 0.062678068719606281 0.012725546708399383 -0.19078823578708648 0.041034419248317876 -0.11186102611192283 -0.11618376211977938 -0.073359479770501376 0.062569336514248244 0.10372744697041013 -0.086353674131076197
leaf_weight=0.50711498578311875 2.3096661586314435 0.88811866128526151 1.416382287628948 1.4510700793762223 0.32691811519180214 0.58559796318877477 0.78733877837657928 0.37350287660956383 3.6170023684971948 1.6270429833093649 1.9788267804542545 2.3046213311317842 2.172839876555372 0.85981418006122146 1.1655520038912071 0.5542346096917754 0.79045746382325921 278.97658054178464 4.9919951607298554 2.4817376600112766 0.96145848184823979 2.6518717488506818 1.0783621538430441 12.234515098156406 2.2152772813569745 1.6541569942492076 2.3257007673382768 1.9370769585948435 1.8178791552782056 1.2114862136659232
leaf_count=23 41 35 10 57 48 17 2 3 115 17 17 91 17 11 29 30 18 3297 162 20 65 36 10 116 110 102 19 28 15 72
internal_value=-3.40998e-05 0.0297199 -0.000318072 -0.0287462 0.0107128 -0.0187677 0.0250161 -0.0295016 0.000107408 0.035917 -0.000186612 -0.0262575 -0.000176069 -0.0256854 -0.0959041 -0.0361899 0.000644862 0.000307148 -0.011045 -0.0476259 -0.0897057 8.13574e-06 -0.030183 0.020773 -0.0133649 -0.0367948 -0.0458801 -0.0115912 0.0417776 -0.0144763
internal_weight=338.254 3.19778 335.056 4.94081 3.48974 2.07336 1.48776 0.700421 330.116 2.68839 327.427 10.1198 7.81521 5.64237 2.02537 1.06135 317.307 315.329 36.352 8.43519 5.95345 27.9168 11.3762 16.5405 10.2979 4.30603 6.47806 4.26278 3.81982 2.00194
internal_count=4633 76 4557 137 80 70 53 51 4420 70 4350 263 172 155 40 53 4087 4070 773 247 227 526 272 254 262 138 157 47 105 90
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=3 3 3 0 1 4 2 3 1 2 2 1 3 0 1 2 3 3 1 1 2 0 3 2 4 2 4 2 2 2
split_gain=0.289941 0.388839 0.496889 2.02432 3.89302 1.73414 0.945642 0.681741 0.718019 0.615436 0.479641 1.54468 2.01506 1.41242 1.36727 0.803583 2.01522 0.862555 2.71748 3.11211 1.76568 1.68333 1.38896 1.32132 0.821717 1.15589 1.31939 0.768409 4.03798 2.87799
threshold=0.4369650000000001 0.42293500000000012 0.11636500000000001 86.692020874450009 61.966271448700006 37.345948426100009 0.15915000000000004 0.11296500000000002 67.254468591300011 -0.066979999999999998 0.075080000000000022 62.057679025150001 0.10453000000000003 85.216057360850016 63.565904036300005 0.12419000000000002 0.099465000000000012 0.079745000000000024 76.621056717750008 78.962703749400006 0.28423000000000004 93.047535894850014 0.089850000000000027 0.23643500000000003 43.477771593600004 0.70681500000000008 31.100093737700004 -0.079369999999999996 -0.077085000000000001 -0.083330000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 -5 9 10 -9 -7 27 13 14 -12 -13 16 -16 21 20 -20 -19 -17 -21 -23 25 26 -25 29 -29 -1
right_child=-2 -3 3 5 -6 6 -8 8 -10 -11 11 12 -14 -15 15 17 -18 18 19 22 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0018011301800770632 -0.033332893948280443 0.030593321889058351 -0.00081582795084547645 -0.063455755868117927 -0.14914813810289115 0.043431476858545016 0.089665602083300072 0.077287372798478707 0.0017698435157540082 -0.018440580861685884 -0.027778807625479563 -0.14803701838936403 -0.14925008474804663 0.082228734581590121 -0.12138387302233747 0.073948836071862797 0.088682989093666009 -0.13322260274101738 0.11133291021196684 -0.11453095971372435 0.024538291091173517 -0.11785922572211467 0.0048156823053028004 0.068906481484383192 0.061487069170355971 0.082270852569551106 -0.12508997407673167 0.070972258625429246 0.00205731184649895 -0.040011504946276297
leaf_weight=154.65978512231959 2.5960574782802714 4.161273857811465 4.7733109062537578 2.4189996918139505 2.8115211038384587 3.2877676717180293 2.1586719583719969 2.3721292102709404 2.6831827521673404 3.1459881043992919 1.9272140996763507 0.75888914149255171 1.1991987115106884 2.9592737145721912 1.745113153127025 3.370433190371843 0.61854048073291767 2.7527008536271738 2.2072510719299316 1.4434927439142482 0.9557604903820901 1.0359994496684519 3.00546683036373 0.48376332194311578 1.7116675197612492 0.67505522974533949 1.2733888688671866 9.3351871683553309 95.296821032286971 18.422544027358526
leaf_count=2434 38 27 38 34 41 29 28 16 29 33 43 10 26 20 91 24 6 69 18 48 13 25 38 24 22 7 58 107 1041 196
internal_value=-4.28257e-05 0.000216197 -0.00016745 -0.0160457 -0.0557992 0.0113371 0.0323933 0.000782316 0.0372053 0.0131772 0.000180265 -0.0122643 -0.0230116 0.0388421 -0.0161421 -0.0114382 -0.0664118 -0.00456856 -0.0239642 0.0142556 -0.0925638 0.0189428 -0.0339071 -0.0168485 0.00840494 -0.0289516 -0.0716806 0.00144048 0.00820585 -0.00264932
internal_weight=336.246 333.65 329.489 18.5963 7.58483 11.0114 8.59243 310.893 5.05531 6.43376 305.838 28.1232 23.2367 4.88649 22.0375 21.2786 2.36365 18.915 10.3647 6.65621 3.70846 8.55031 4.44896 5.17987 4.14387 2.43221 1.75715 277.714 104.632 173.082
internal_count=4633 4595 4568 203 79 124 90 4365 45 62 4320 542 479 63 453 443 97 346 186 104 82 160 86 136 111 89 82 3778 1148 2630
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 0 1 0 0 2 4 4 0 0 1 1 2 2 0 3 0 0 1 0 3 3 3 3 4
split_gain=0.282327 2.29767 1.94378 1.30205 1.35575 3.03645 1.46987 5.88327 4.59286 2.93274 1.7257 1.23009 2.52883 1.76109 1.8728 1.43894 2.40423 2.76816 4.40956 2.66366 2.52615 1.55252 1.3805 1.80141 1.36289 1.41947 2.75535 1.71242 1.61754 1.45857
threshold=93.972365491700018 93.843319501450011 68.327163385350005 69.873026810350026 93.308316333500017 68.846035804500005 90.321439350550008 66.859265246100009 92.168410086200012 89.861713010250014 -0.051199999999999996 38.238138001450004 38.324118171300007 94.940210418650011 95.050437202000012 74.757955233350017 72.62331947780001 -0.079369999999999996 -0.095854999999999996 94.75470680765001 0.076130000000000017 95.746747857800017 96.631250582750013 73.007768990450018 96.631250582750013 0.092675000000000021 0.087475000000000011 0.088145000000000015 0.12001500000000002 40.890797847750008
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 5 6 9 10 -9 -1 -8 13 -13 -4 -15 16 17 18 20 -18 -14 -17 -16 -24 -23 26 -26 -28 -27 -29
right_child=2 -3 11 -5 -6 -7 7 8 -10 -11 -12 12 15 14 22 21 19 -19 -20 -21 -22 24 23 -25 25 28 27 29 -30 -31
leaf_value=0.0013063102005610818 -0.10521576497333943 0.068627050268593295 -0.095049017701896388 -0.047389769143866736 0.054170269447682468 -0.10502800406057929 0.091787990962078139 -0.11445060965178555 0.031131488969391372 -0.073233325974893806 0.0082167860381284867 0.14930291908624901 -0.15819958176318016 0.097659752985266746 -0.11953087541703762 0.10419953403531652 0.042305019588309067 0.031067848577394093 -0.1198143277287145 -0.13511717905715256 0.016318112153599306 -0.10360628434105501 0.050504207766379899 -0.039339376524644504 -0.00080229710811094705 -0.033182780225526627 0.10222756988354541 0.056268683861054672 0.040290487195046625 -0.011977498638407838
leaf_weight=166.68227849536925 1.8636819892562915 5.0769748985185279 3.1388739605899927 5.5181865025951984 4.8331874150317153 2.6863355236127964 9.4286255612969381 4.0574804823845607 4.6511499178595841 5.4509702902287236 3.3483671480789807 1.1484451490396157 0.91134405881166713 1.3990194536745537 1.3584234411828209 1.6285239042481396 1.1565397439990182 11.00104277417995 4.3408171921037146 3.1532513150013983 9.227956500137223 1.1277666655369092 3.1831668280065042 7.4664019474585075 34.838459681137465 13.856731590174606 4.3468083471525487 8.0938355282123648 3.8230871016858137 5.1079693522187872
leaf_count=1776 27 35 46 121 31 24 46 65 29 39 31 10 33 7 26 55 14 110 83 69 178 19 16 473 787 193 21 79 63 127
internal_value=-4.3354e-05 0.00216544 -0.00387136 0.000532664 0.00184741 0.000559176 0.00202413 0.0266859 -0.0366974 -0.00105415 0.0698871 -0.00230145 0.00173636 -0.0276234 -0.0118375 8.48104e-05 -0.0184296 -0.00674635 -0.0354751 -0.0875056 0.000632053 0.0076588 -0.0245948 -0.012485 0.00545051 0.00720584 0.0154745 0.047788 -0.0172949 0.0298632
internal_weight=333.906 211.734 122.172 206.657 201.138 196.305 193.619 21.4856 8.70863 172.133 12.777 120.308 103.763 16.5459 13.407 102.614 29.791 25.4812 14.4801 4.30979 10.1393 72.8232 12.008 10.6496 71.1947 70.0669 52.3871 17.5486 17.6798 13.2018
internal_count=4633 2197 2436 2162 2041 2010 1986 171 94 1815 77 2409 1841 568 522 1831 487 404 294 83 211 1344 515 489 1289 1270 1014 227 256 206
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=2 2 1 2 4 4 4 0 4 1 0 2 0 4 0 0 1 1 0 1 0 2 2 0 3 1 2 2 2 3
split_gain=0.271296 1.2987 1.91222 1.1859 3.25721 1.49574 0.948236 1.7979 1.71768 2.71266 1.84981 1.66055 1.90348 1.58503 1.38492 1.39169 1.24446 1.75723 1.27156 1.16834 0.944381 0.936211 1.74339 1.4666 1.11746 0.838271 0.881742 0.800884 0.901282 0.905539
threshold=-0.16164499999999998 -0.18437499999999998 71.104340634100012 -0.15022499999999997 43.219899330700009 48.823707093150006 44.202975721700007 86.420486603250012 38.983591653800012 62.020040611300011 85.823648898300021 -0.27494999999999997 87.028078140750011 37.345948426100009 97.32487278035002 100.35207663525001 75.629015667650023 78.27445846800002 102.21786657775002 74.927328095600004 97.886760529650019 -0.21563499999999999 -0.23265499999999997 89.861713010250014 0.094235000000000027 87.143681840350013 -0.15734499999999998 -0.14831999999999998 -0.14510999999999999 0.086555000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -6 8 -8 13 10 -10 12 -11 21 19 -16 -14 -18 -19 -9 -15 22 23 -1 -25 -7 -27 -5 29 -29
right_child=3 2 -4 27 5 25 7 14 9 11 -12 -13 16 20 15 -17 17 18 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.062387744749073604 -0.16213510293629008 0.10118321198010925 -0.030568999677694095 0.059621830338643114 0.10048340521120409 -0.11460435424105914 0.010318334253301557 -0.12024857078760834 -0.0072621313131842127 -0.1037518349284943 -0.15489073363994732 0.073018280327327656 0.057286850306760076 -0.13913799932448565 0.096072114343041692 -0.062753235761817655 -0.1331054680033624 0.066900515835405058 -0.10807942803420101 0.0083630848190164395 -0.010012960420038788 0.113345378889764 -0.14641311933553128 -0.11509331332864477 0.029744176690263763 0.040728508858491108 -0.10390090050945198 -0.13617743875156343 -0.00031246292792926924 -0.0035550825480967054
leaf_weight=2.5213300148025155 1.7058015330985643 3.1921093352138987 1.6820860498992258 2.2102751435595556 1.1249860951211301 0.91364049201365594 8.8605951005010848 3.3181599911767981 3.2689677225425866 1.2093230166938145 1.1464215731248257 8.8972590399498603 5.8934037191793305 1.6257977618370207 0.95275938324630294 1.3106102754827587 0.96268100012093816 1.8281520903110506 0.53737228957470495 0.89735184243181709 0.86923084335285228 0.65496047261694723 0.83287865741294798 1.1851442790793956 0.96757595927920181 1.5050435448065402 0.58552194153890003 0.98195315722841714 268.31714967996959 1.0822895895689724
leaf_count=64 80 21 47 34 11 115 177 92 144 27 23 77 42 31 13 38 24 16 89 9 35 7 75 95 24 36 64 46 3068 9
internal_value=-3.91908e-05 0.00654625 0.0557155 -0.00128364 -0.0458909 0.00213048 0.00152613 -0.0189566 0.0112233 0.0251262 -0.0455928 0.0412814 0.0142108 -0.0269084 -0.0589933 0.00410387 0.0296805 -0.0192033 0.0271506 -0.0928711 -0.0941528 0.000319714 -0.0131229 0.0106284 -0.0499937 -0.0346998 0.000220956 -0.000328792 -0.000818868 -0.0666431
internal_weight=331.041 52.6142 4.8742 278.427 5.83499 4.12919 47.74 15.3395 32.4005 23.7436 4.41539 19.3282 10.4309 8.65692 6.47888 2.26337 9.22161 3.32821 2.36552 4.21551 2.49503 6.16189 5.50693 4.67405 2.15272 3.00421 2.09057 272.592 270.381 2.06424
internal_count=4633 1170 68 3463 306 226 1102 329 773 442 167 275 198 331 152 51 171 129 105 101 66 265 258 183 119 215 100 3157 3123 55
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=2 2 4 3 3 0 0 3 4 3 3 1 1 3 0 1 2 4 1 0 4 3 2 0 4 2 1 0 2 4
split_gain=0.274858 1.18923 1.1479 0.700791 0.988171 0.59808 0.520659 0.376311 0.332227 0.818773 0.684033 0.722201 1.05916 0.536537 0.456522 2.20618 3.46955 2.16515 1.34795 1.20486 1.78816 1.53197 1.52721 0.885643 1.17977 2.13265 0.78996 1.55582 2.1475 2.07256
threshold=-0.58319500000000002 -0.51760499999999998 49.960114208400007 0.12376500000000003 0.10787500000000003 100.92471821705001 101.19356403005001 0.092385000000000023 49.292797572200008 -0.25098999999999999 -0.17949499999999999 87.143681840350013 87.313054702550019 0.074735000000000024 104.86330937810001 81.573196594050017 -0.11963999999999998 42.686561923500008 80.677940036650014 105.30421651155002 44.749265482150008 -0.20885999999999996 0.20852500000000004 110.98492854115001 46.095286511800005 -0.088274999999999992 78.537927364800012 97.789976036950009 -0.084729999999999986 40.300545846000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 7 -7 -1 14 -10 -11 -12 -13 -14 15 26 17 -17 -16 -20 21 -21 -23 -22 -25 -26 27 -3 29 -29
right_child=1 8 -4 -5 -6 6 -8 -9 9 10 11 12 13 -15 18 16 -18 -19 19 20 23 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.042893851357249678 -0.1093636094097855 0.0014265214347004953 0.11158109441729112 -0.055126864700267876 0.090269524141114665 0.01746733083803019 -0.10909375450355691 -0.0014080887430777771 -0.122932524290326 0.042429387191756429 -0.10526885185483992 0.10397483838590937 0.018239584571473951 -0.10540967730359779 -0.092450754847020103 0.082738363707113724 -0.12235297437404416 -0.11004769578857765 0.14524649464684089 0.056590415406352769 0.081245234381092671 -0.10625252044514688 0.055282472596577474 0.10285270141793595 -0.13256386262399808 0.068438991122159773 0.020544832882385324 -0.078736336467613202 -0.062159182296643467 0.034508859697982661
leaf_weight=3.7314388914965075 1.6787399294844352 252.3247933909588 0.27344778180122364 1.2828177493065585 1.8188471963221662 0.58524392172694184 0.73113269305031281 3.943839892745018 0.73241793015040446 1.6606462006457148 1.0352288566355121 0.63964757323265109 0.62727536354213931 0.79655978258233517 1.0179235764080647 1.9657963558565827 3.6625753101543514 0.82789898291230191 0.80888483679154788 1.4396465915779093 4.0550874937325716 2.4426716592861348 0.76971311735542247 0.94456462445668909 1.0508777070790534 1.0605879561044271 18.892933956696652 2.1407205879222619 9.3743345268885587 6.5944258843082935
leaf_count=28 164 2599 1 21 21 6 133 35 19 17 147 6 12 105 35 20 101 60 8 72 28 460 55 7 26 36 170 43 150 48
internal_value=-4.15065e-05 -0.000606292 -0.0784153 0.0147546 0.023047 0.00944911 -0.0528263 0.0201299 -0.00012387 -0.0245042 -0.0093571 -0.0371103 -0.00291576 -0.0509356 0.000308913 -0.000514488 -0.0583291 0.0256071 0.0182301 0.0271916 0.0190737 -0.029131 -0.0675474 0.0506087 0.00995677 -0.0316002 0.000775632 -0.000605473 -0.0289179 0.00675588
internal_weight=328.911 316.817 1.95219 12.0933 10.8105 8.99166 1.31638 7.67528 314.865 5.49178 4.75936 3.09871 2.06348 1.42384 309.373 295.783 6.45627 2.7937 13.59 12.572 11.7631 4.65203 3.21238 7.11112 3.05603 2.11147 289.327 270.434 18.1095 8.73515
internal_count=4633 4389 165 244 223 202 139 63 4224 306 287 270 123 117 3918 3191 181 80 727 692 684 587 515 97 69 62 3010 2840 241 91
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=4 4 4 4 2 2 4 4 1 2 2 2 4 0 2 4 4 1 3 0 2 4 3 4 3 3 3 2 4 2
split_gain=0.23698 2.7189 2.04041 1.73381 2.1903 3.05566 2.7768 1.77092 1.42189 1.40165 3.50213 3.06558 3.00079 3.08379 1.34541 1.30744 4.30147 1.27371 1.53603 2.73409 1.84353 2.67563 2.98869 2.32771 1.84837 1.59619 1.98208 1.87481 1.60376 1.20997
threshold=40.574766824850009 40.300545846000013 40.767054867700004 40.003678352300007 -0.090369999999999992 -0.066979999999999998 40.148327922700012 39.896141435400004 68.327163385350005 -0.060989999999999996 -0.053874999999999999 -0.088039999999999993 39.683197198900011 93.047535894850014 -0.070854999999999987 39.476991512000005 39.746231405950006 83.116371560950014 0.08326500000000002 90.189704902150012 -0.102645 36.558960102350007 0.093635000000000024 38.536700832000001 0.093185000000000032 0.050735000000000009 -0.08138999999999999 -0.102645 35.374259656300005 -0.043559999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 7 -5 -6 -7 9 29 11 -11 17 13 -13 -15 -12 -17 18 19 25 21 -20 23 -23 -22 26 27 28 -1 -2
right_child=2 -3 -4 4 5 6 -8 -9 -10 10 15 12 -14 14 -16 16 -18 -19 20 -21 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.11155193788625127 -0.13479707095932145 0.045248495025150194 -0.00011405086975372701 -0.13228217190106492 0.052891624616474925 -0.13197592286819665 -0.0053932822834777926 0.057041378874682871 -0.0089388783930447659 0.078760640826812223 0.0074405838203994608 0.015768710650135045 -0.18646184761229267 -0.12781248568625689 -0.023179209095529146 -0.14216677949118553 0.059610455397288813 0.071171247149597841 0.047472174998121376 -0.10813883912539313 0.10955297237032358 -0.069811620496635515 -0.10419029720573454 0.044715855384102526 0.0027608254839701935 0.098825176913042212 -0.14275731569856046 -0.15344995574358541 0.064058835195511074 -0.021895846595824112
leaf_weight=0.62503999509499397 2.5655060429126024 13.793601660785496 195.75624952252838 2.0033120603475245 3.8762731462484217 2.9388383054174474 4.2235628378111869 5.6590085609350345 3.9734021884505637 6.772239771380554 29.844374625849014 5.5383124563377404 1.5220989491790522 3.4568297031364623 1.9067384456866432 2.3566956772992844 1.9150066284928469 2.5153486089402568 6.2164227755274579 3.4116297826403752 3.2803190657869079 2.8011087327031401 3.9713158803060651 4.8427629119250923 3.2035130956210196 1.3521542168455196 1.0958558319252834 0.61857791990041677 3.0957212103530765 1.506746674887834
leaf_count=77 76 129 2795 31 22 48 39 32 43 35 407 31 16 92 35 36 25 194 82 75 23 30 64 50 28 10 17 5 77 9
internal_value=-5.14276e-05 0.00341803 -0.00214256 -0.00187339 -0.0360846 -0.0186265 -0.057332 0.00277429 -0.0514976 -0.000624987 0.0130736 -0.0119509 -0.0549344 -0.0365708 -0.0906156 3.42992e-05 -0.0517099 0.00247059 -0.00253619 -0.0351095 0.0111265 -0.00547719 -0.0338156 0.00274708 0.0567894 0.00159835 -0.0225895 0.00775766 0.0345585 -0.0930233
internal_weight=326.639 122.837 203.802 109.043 13.042 11.0387 7.1624 96.0011 8.04565 90.3421 40.8883 49.4537 12.424 10.9019 5.36357 34.1161 4.2717 37.0298 34.5144 10.199 24.3154 17.8316 11.6152 7.64387 6.48383 6.78735 5.43519 4.33934 3.72076 4.07225
internal_count=4633 1710 2923 1581 140 109 87 1441 128 1409 503 906 174 158 127 468 61 732 538 261 277 226 144 80 51 186 176 159 154 85
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=4 4 3 0 4 2 1 0 3 4 3 4 0 4 2 2 4 3 4 4 0 2 1 0 3 2 3 2 3 2
split_gain=0.228698 1.70496 2.68103 1.43868 1.4916 1.46186 1.74232 1.41091 1.40569 1.74084 1.35974 1.31231 1.28317 1.69559 2.50165 2.68373 1.28005 4.20683 2.85356 2.95225 2.20766 1.33655 3.59032 2.18484 2.03193 1.77476 2.15653 3.48319 2.05654 3.10578
threshold=41.243661560350013 41.087689990200012 0.085345000000000018 85.732241321850012 40.806664626150003 0.20852500000000004 61.546871980350012 85.769879735700016 0.087700000000000014 41.289992964000007 0.087475000000000011 41.289992964000007 85.823648898300021 41.873095646600007 -0.096559999999999993 -0.011849999999999999 41.808689985400001 0.10876000000000002 41.489621506400006 41.362929270750008 85.990333302400003 -0.025719999999999996 62.907231794400012 91.109157582800023 0.089965000000000031 -0.088039999999999993 0.088145000000000015 -0.098419999999999994 0.092675000000000021 -0.51760499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -5 10 -10 11 -2 13 -11 -15 -16 17 18 19 -14 -18 25 -23 -24 -25 26 -22 28 -28 -30
right_child=8 2 -4 7 -6 -7 -8 -9 9 12 -12 -13 16 14 15 -17 20 -19 -20 -21 21 22 23 24 -26 -27 27 -29 29 -31
leaf_value=0.0030642483741612049 0.079992677442169036 -0.059222231644010206 0.073488326501133447 0.090877716361130553 -0.16276692454130245 0.09167939532317386 -0.074761765007286665 0.0021005444894895992 -0.089211530937130662 0.060673229461983641 0.06584560336320909 0.0012126442537749012 -0.10247179590297634 0.050823821778438555 -0.098733197582998172 0.048456812042140522 -0.1183375347601138 0.045242184685575636 -0.13441645650974052 0.061108481743218493 0.059499865879710595 -0.13199841232610851 0.10696877356835761 0.032821399342045122 -0.11857579193028348 0.023569535297671869 0.042283268203172991 -0.16552083102746507 0.027746832185160827 -0.12750129905473417
leaf_weight=6.2492990741811756 2.1640670322813085 1.9393050610087792 7.0788228383753449 1.8155564367771138 0.80803327914327461 1.0278445193544037 5.3300465443026042 128.06723513952602 2.8768207356333724 5.4338368222815907 3.5750910749193272 92.284504464056226 2.2674927123589423 4.0758671555668107 3.8823680176865301 1.8191986320307476 1.757708866149186 3.7194252902409053 4.7723613532725722 2.1488675409927964 2.5214122422039429 2.7955388184636893 1.5731821497902272 1.9980078737135047 1.5934982343460431 20.128036368958419 3.5340108110976853 1.9141131862997998 2.3716064144682583 2.8218170678592309
leaf_count=176 15 36 46 5 24 13 179 1580 20 23 24 1712 32 35 70 30 29 28 55 16 27 35 11 20 58 194 28 31 34 47
internal_value=-4.65642e-05 0.00277543 0.0449496 0.000121295 -0.031056 -0.0226142 -0.0327596 0.00334151 -0.00254518 -0.0129486 0.00530914 0.0030177 -0.00986416 0.0158878 -0.00900184 -0.0517693 -0.0168695 -0.0444873 -0.0808082 -0.0228786 -0.00858068 -0.00390396 -0.0407147 0.00869529 -0.0343513 0.00489788 -0.0236537 -0.0433562 -0.0165629 -0.0566064
internal_weight=324.345 152.316 9.01813 143.298 13.4152 12.6072 11.5793 129.883 172.029 74.0052 98.0237 94.4486 71.1283 15.2113 9.77743 5.70157 55.9171 12.9081 9.18872 4.41636 43.0089 41.2512 7.96023 5.16469 3.59151 33.291 13.163 10.6415 8.72743 5.19342
internal_count=4633 2059 82 1977 392 368 355 1585 2574 823 1751 1727 803 158 135 100 645 131 103 48 514 485 124 89 78 361 167 140 109 81
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=3 0 2 2 1 0 3 0 1 2 3 4 4 3 1 3 3 4 2 2 2 2 0 4 0 0 3 2 2 2
split_gain=0.26479 0.98035 0.775489 0.92363 2.00686 2.65474 1.50605 1.30876 0.704439 0.677312 0.643788 0.781659 0.439762 0.418144 1.5728 0.453783 1.25722 0.416306 0.340508 3.74517 2.17383 1.92705 4.98182 3.26916 2.49387 2.42397 2.14656 1.80269 3.08122 2.48194
threshold=0.11636500000000001 85.732241321850012 -0.16164499999999998 -0.031989999999999998 61.966271448700006 98.51854819030001 0.42293500000000012 99.524031531050014 67.606656606400023 0.25783500000000009 0.11296500000000002 38.536700832000001 39.683197198900011 0.11071500000000002 62.245871094250013 0.10685000000000001 0.10526500000000003 39.427119987250002 -0.079369999999999996 -0.077085000000000001 -0.076544999999999988 -0.083330000000000001 86.866770652900016 42.686561923500008 89.576736448400013 91.886121982450007 0.085625000000000021 -0.075639999999999999 -0.06828999999999999 -0.054875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 12 -3 4 -4 6 -6 -7 -5 -10 13 -12 -2 15 -15 16 18 -17 21 -20 -21 -1 23 -23 -24 -26 -27 -22 -29 -30
right_child=1 2 3 8 5 7 -8 -9 9 -11 11 -13 -14 14 -16 17 -18 -19 19 20 27 22 24 -25 25 26 -28 28 29 -31
leaf_value=0.0015026031993430201 -0.030081711352339748 0.043671087718791024 0.039082013377611774 0.033591816119899219 -0.13919152593229653 0.10916814048065322 -0.037940641652205613 -0.042121025600497027 -0.11098614793797319 0.0081643806767853003 0.08414702744889109 0.0032600230051538989 -0.12252561158176384 0.027575771776318536 -0.11363275226144637 0.058676704560985463 -0.0601470333907409 0.0090230409642100672 0.067497031924562759 -0.094259221110876965 0.076142271650200655 -0.056507542360998156 -0.15416170483472202 0.068939520389648901 0.078783655471629216 0.0040255202322696153 -0.13809697013805652 -0.050908154800349985 0.042938675290314185 -0.0016912362198256835
leaf_weight=141.65307692757051 1.03280835784972 2.956983148178554 3.0854975804686608 5.6415087878704027 3.0914141372777504 1.1794197261333468 2.7993217008188367 1.1098970034945521 0.74379473412409458 1.3304938451328778 2.0322954403236499 2.8987743701145519 1.0255758250132201 1.7558791288174682 1.4320941947662502 2.4202610676293244 3.4452620028168885 5.5850221544969827 8.7905548289418203 2.4100762326270333 3.1633678080979726 3.3958157626912016 3.3475629910826665 5.3505493858829141 1.2323578521609304 1.7993756567011585 2.5958026216103463 10.857504453000727 14.802476972690782 78.760408307716716
leaf_count=2369 15 34 11 36 32 3 18 38 22 32 17 28 27 11 34 26 46 50 104 24 12 25 34 35 6 22 69 91 113 1249
internal_value=-4.9871e-05 -0.010155 -0.0039638 -0.0113845 -0.0296403 -0.0555622 -0.0910763 0.0358208 0.01527 -0.0345604 0.000764597 0.0365969 -0.0761413 0.000161138 -0.0358576 0.000557626 -0.000109775 0.024035 0.000633844 0.00468657 -0.000333156 -0.00238672 -0.0334752 0.0202341 -0.0858158 -0.04516 -0.0799124 0.00177096 -0.000482082 0.00536961
internal_weight=321.725 23.9967 21.9383 18.9813 11.2656 8.18005 5.89074 2.28932 7.7158 2.07429 297.729 4.93107 2.05838 292.797 3.18797 289.609 281.604 8.00528 278.159 118.784 109.994 159.375 17.7215 8.74637 8.9751 5.62754 4.39518 107.584 104.42 93.5629
internal_count=4633 268 226 192 102 91 50 41 90 54 4365 45 42 4320 45 4275 4199 76 4153 1593 1489 2560 191 60 131 97 91 1465 1453 1362
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 0 0 1 1 0 4 0 2 4 4 3 3 3 4 4 2 2 2 2 2 2 4 0 2 2
split_gain=0.221164 1.75391 1.64753 0.996591 1.19134 2.62222 1.224 6.40044 3.44137 2.32082 1.15078 1.16991 1.50714 1.0466 1.8206 1.89854 1.6551 3.00001 1.25748 2.81517 1.27665 1.23326 3.2992 4.84509 3.00347 3.49669 2.76549 2.24207 3.91457 2.8068
threshold=93.972365491700018 93.843319501450011 67.606656606400023 69.873026810350026 93.308316333500017 92.773313165550022 90.321439350550008 66.859265246100009 67.606656606400023 89.861713010250014 38.396531328800009 81.90387694410002 -0.25447999999999998 40.165165956550005 39.571921479100006 0.091290000000000024 0.082855000000000026 0.10131500000000003 40.574766824850009 40.722669576350008 -0.0057149999999999996 -0.027754999999999998 -0.057599999999999998 -0.043559999999999995 -0.06828999999999999 -0.072755 42.243697547450004 86.866770652900016 -0.083330000000000001 -0.078549999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 5 6 9 -8 -9 10 11 12 -1 14 16 -16 -12 -18 -15 -20 21 22 24 -24 25 27 -23 29 -29 -21
right_child=2 -3 -4 -5 -6 -7 7 8 -10 -11 13 -13 -14 18 15 -17 17 -19 19 20 -22 26 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.086810079325952971 -0.13497582830263735 0.062928037462883835 -0.0024644601033716844 -0.042560837874825765 0.052023955496731555 -0.10605624084085977 0.074799113282894999 -0.1125674210629061 0.0131677461560556 -0.064984357937530074 0.052060496651760768 0.035218166069635952 -0.088989362387940141 0.03278315439839162 -0.12014443849240526 -0.02187418995409034 -0.1103309867244609 0.032062676770448342 -0.12683303131087256 0.0044224944343733306 -0.040957290117150907 0.088531258848094596 -0.16960703080850867 -0.0060436085151410988 0.07226301249013653 -0.1252919018360307 -0.020418646495732801 0.0093315668602496227 -0.096185008503120506 0.072245423058727762
leaf_weight=0.6779966533649725 0.94603813858702679 4.607011479092761 114.22311048173287 5.2292290214390951 4.5891474585514507 2.2833626361098132 11.367948338389398 3.6712562534958106 5.3474819008260965 5.4931105636060229 4.2545601134188491 15.411503348965196 1.7371078183787192 11.611226668115703 3.1296629987191391 5.2873129844665527 2.6029732201714069 3.4283444918692112 1.7716816775500763 57.58945456394575 7.0573964361683599 4.9862380398553778 2.7416624862235039 5.3354568472132069 6.2102364574093363 2.1642645522952071 4.3731091680238023 9.0783295016735774 5.7383509501814833 6.8249322269111863
leaf_count=21 18 35 2418 121 31 23 70 53 45 39 23 114 164 91 30 29 25 24 70 579 209 47 27 39 29 19 43 54 53 90
internal_value=-4.76636e-05 0.00192546 -0.00355295 0.000520212 0.0016769 0.000461963 0.00175643 0.0248919 -0.0380152 -0.00105934 0.00110808 0.025077 -0.0396369 -0.00185536 -0.0239236 -0.0584138 0.00429986 -0.029391 0.00143386 -0.00176277 0.000213908 0.00298005 -0.000408791 -0.0615629 0.00522954 0.000115069 0.0376249 0.00354067 -0.0315339 0.0116086
internal_weight=319.769 204.6 115.169 199.993 194.764 190.175 187.892 20.3867 9.01874 167.505 162.012 17.8266 2.4151 144.185 18.7029 8.41698 10.2859 6.03132 125.482 113.871 112.099 105.042 95.6827 8.07712 87.6056 81.3953 9.35935 79.2311 14.8167 64.4144
internal_count=4633 2197 2436 2162 2041 2010 1987 168 98 1819 1780 299 185 1481 131 59 72 49 1350 1259 1189 980 890 66 824 795 90 776 107 669
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=3 0 2 2 1 0 3 0 1 3 1 4 0 3 2 1 3 3 3 3 1 2 1 3 1 1 4 3 1 3
split_gain=0.247669 0.864851 0.594562 0.799741 1.62338 2.21321 1.24028 1.11361 0.595201 0.563984 0.663795 0.544962 0.459909 0.337252 0.951689 0.379885 1.57731 2.04577 1.9351 3.78169 2.55202 1.63384 1.58844 1.42448 1.41796 1.90981 1.37338 1.34343 1.89416 3.36937
threshold=0.11636500000000001 85.732241321850012 -0.16164499999999998 -0.031989999999999998 61.966271448700006 98.51854819030001 0.42293500000000012 99.524031531050014 67.606656606400023 0.11296500000000002 67.254468591300011 39.656620114300004 98.230883170350012 0.11071500000000002 -0.085550000000000001 61.971648364950006 0.10249000000000003 0.097645000000000023 0.083395000000000011 0.070640000000000022 61.944763783650011 -0.06828999999999999 58.613764160050003 0.086375000000000021 62.041548276350007 62.046925192600007 43.067541470150012 0.087795000000000026 62.020040611300011 0.10249000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 11 -3 4 -4 6 -6 -7 -5 13 -11 -2 -10 15 -15 16 17 18 19 20 21 22 -1 -20 26 -26 27 -17 29 -29
right_child=1 2 3 8 5 7 -8 -9 12 10 -12 -13 -14 14 -16 24 -18 -19 23 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0024240264689512191 -0.016520433774700329 0.038232249705195849 0.035044132738994878 0.031386807029228581 -0.12874745269837592 0.10342278164262111 -0.036208019263758037 -0.038249320260078684 0.012042437437650669 0.07432043375921904 -5.5604132670970562e-05 -0.12218531050390047 -0.084032750169368856 0.034102985598516884 -0.07861788165303342 0.057381645900504631 -0.062471655951952747 0.0631704513591827 -0.10283872131250425 0.069003787310084136 -0.15365201806264517 0.083188591795520406 -0.085211935025693492 -0.022327604120255418 -0.092415647914200386 0.00029402817807019287 -0.030216431794723709 -0.097109119186603962 0.048855182510553902 0.045771362563831935
leaf_weight=7.5879607382230407 0.90604670532048004 2.8715188452042666 2.9895637780427995 5.52384682744741 2.9822496562264842 1.126003220677376 2.8158137523569167 1.093815004409407 1.0815634205937388 2.2515430236235252 2.5692464612948243 1.0581101893912999 0.92385066040151276 1.265569251845591 1.8350585724547261 11.292760042590094 4.7369114542379966 4.3653349718078962 2.6701394182164213 7.2051111118635154 1.3048401160631318 1.7407729469123356 2.8432681648846483 12.417010760749688 2.2457464337348929 209.9728938647313 4.1333105363883069 3.380685690790413 6.4418248534202576 3.2248077690601349
leaf_count=194 14 34 11 36 32 3 18 38 21 16 29 28 33 18 27 149 33 27 34 57 25 122 92 133 17 3270 42 34 32 14
internal_value=-2.90576e-05 -0.00993613 -0.00410951 -0.0106687 -0.0278474 -0.0512973 -0.0838059 0.0336139 0.0144459 0.000759916 0.0346816 -0.0734431 -0.0322173 0.000193412 -0.0326091 0.00054958 -0.00789778 -0.00145664 -0.00934387 0.0105219 -0.0207442 -0.00649643 -0.0214631 -0.0365765 0.00212439 -0.000687047 0.0230787 0.032129 0.0102722 -0.0273547
internal_weight=316.857 23.3724 21.4082 18.5367 11.0074 8.01788 5.79806 2.21982 7.52926 293.485 4.82079 1.96416 2.00541 288.664 3.10063 285.563 44.8713 40.1344 35.7691 20.682 13.4768 12.172 10.4312 15.0872 240.692 212.219 28.4734 24.3401 13.0473 6.60549
internal_count=4633 268 226 192 102 91 50 41 90 4365 45 42 54 4320 45 4275 717 684 657 490 433 408 286 167 3558 3287 271 229 80 48
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=4 4 3 3 4 3 1 2 2 0 3 2 3 0 0 3 3 4 0 1 0 1 2 4 4 3 2 2 4 2
split_gain=0.238848 1.29978 2.20825 1.04762 1.37521 1.503 2.67678 1.52418 2.65235 2.31468 3.37438 4.49088 1.69253 1.9804 1.37253 2.10043 2.08325 2.53538 1.6188 3.16111 1.40333 1.22537 1.11088 1.086 1.05543 1.14989 1.68267 1.93957 1.73758 1.89026
threshold=41.243661560350013 41.087689990200012 0.085345000000000018 0.088145000000000015 41.289992964000007 0.088890000000000011 75.499969677400017 -0.057599999999999998 -0.06828999999999999 106.56510337475001 0.097645000000000023 -0.033594999999999993 0.10602000000000002 87.842680954300008 85.823648898300021 0.10821500000000002 0.095235000000000028 43.182896969600009 94.75470680765001 62.229740345500012 86.780739992750014 62.025417527550012 -0.092084999999999986 41.289992964000007 41.32819714970001 0.082535000000000011 -0.016014999999999998 -0.031989999999999998 41.685324604100011 -0.11334499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 23 -5 6 21 8 14 10 -9 -12 -13 -14 22 16 17 18 19 -16 -18 -6 -7 -2 -25 -26 27 28 -27 -30
right_child=3 2 -4 4 5 7 -8 9 -10 -11 11 12 13 -15 15 -17 20 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.00059585976707592027 0.075111786001312825 -0.053866898494683429 0.068377809515644206 -0.080150202258852318 -0.044235893260101078 0.056524876876509533 0.066111222640351297 -0.13624111381943735 0.084442158943234633 0.090191885658502779 -0.153570622444795 0.067368474625232364 -0.10349692872593329 0.01849937435785852 -0.058599294130076474 0.042951424937229442 -0.16993208557345529 0.062933675570072553 -0.10835309066531817 0.074440757271982863 -0.051910468805950107 -0.16430622015877028 -0.0096931203804719989 -0.075706784048204953 -0.006040015084677601 0.082586331239782942 -0.061047508502095366 0.10772949652079762 0.054445576715810906 -0.003356728836310871
leaf_weight=140.62895873169327 2.084738260251469 1.9060501949861626 6.5755277600692352 2.8804380716755977 1.5728409537114196 5.8789242848288268 1.169686672335956 3.0697954113129517 3.8316298283170971 1.4307860316475842 2.0204561129212371 3.3824098468758148 1.9643144891597328 4.1248246394097805 4.9653759971261078 5.0750414854846886 1.1897368896752585 3.9097269155317909 2.1759716728411149 2.789204079657793 6.5767207783646882 1.8493285509757695 4.4520147014409215 1.7097176348324854 55.046774985094089 3.4886276446050024 2.6757455388433291 2.4153328016400328 7.1239310022356177 27.486517498502511
leaf_count=1977 15 36 46 20 14 49 70 81 19 29 28 23 32 46 38 36 14 32 49 19 92 26 39 18 1294 31 98 8 113 241
internal_value=-1.75479e-05 0.00288874 0.040906 -0.0026228 -0.012619 -0.00945237 -0.0644843 -0.00500634 0.00524065 -0.0311767 -0.0431019 -0.0182221 0.0106502 -0.0208558 -0.00295845 -0.014941 -0.0285389 -0.00527857 -0.0321342 -0.0107468 -0.0699901 -0.109121 0.0279889 0.00367767 0.00218766 0.00354333 0.0157575 0.0208301 0.015321 0.00854082
internal_weight=315.451 149.111 8.48158 166.341 64.3092 61.4288 4.59186 56.8369 40.8443 15.9926 14.5618 11.492 9.47155 6.08914 37.0127 26.6818 21.6067 13.8403 9.93055 7.75458 7.76646 3.42217 10.3309 102.031 99.9466 98.2369 43.1902 40.5144 38.0991 34.6104
internal_count=4633 2059 82 2574 756 736 110 626 387 239 210 129 101 78 368 280 244 138 106 57 106 40 88 1818 1803 1785 491 393 385 354
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=4 0 0 4 4 3 0 0 0 1 4 4 1 4 0 3 3 4 0 3 4 1 0 3 2 3 1 0 2 3
split_gain=0.229176 0.754074 1.26788 0.281915 1.92774 1.96545 1.23281 2.04877 1.51912 1.34532 1.02242 1.0113 1.10825 1.73859 0.77963 0.702431 0.516122 0.600017 1.16383 1.1044 0.682493 0.525621 1.91083 1.20087 1.64093 1.20862 1.17008 1.31182 0.98645 1.09285
threshold=31.914316944300001 93.501885318850015 94.109476856350014 36.558960102350007 37.041406607950009 0.090465000000000031 89.861713010250014 91.886121982450007 89.576736448400013 73.448676123850007 33.361153777850006 36.165040341950011 61.740440965750004 35.374259656300005 94.165934477050016 0.095830000000000012 0.4369650000000001 37.765550062200006 92.773313165550022 0.099855000000000027 37.345948426100009 61.821094709650005 85.931187223550012 0.083905000000000021 -0.23557500000000001 0.07771500000000002 58.613764160050003 76.535026057600007 -0.23353499999999996 -0.23921499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 14 8 -8 11 15 -11 12 -2 -14 -5 -9 17 18 -6 20 -20 22 23 24 -19 26 27 28 29 -26
right_child=3 2 -4 4 16 -7 7 9 -10 10 -12 -13 13 -15 -16 -17 -18 21 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.119594492078945 0.047199100426510848 0.10896273764553586 -0.11369952974865985 -0.17911862719430927 0.067771357005575725 -0.0062381775029130447 -0.087655841236031873 0.055530066096974744 0.1126724254153345 0.026672962986794547 -0.10606027116402091 0.099241458656777817 -0.11636257483068635 0.039125954923221684 -0.063206293812438433 -0.0062333750377579515 -0.049402859919242065 -0.13444293337613686 0.0037242140085889451 0.053609336020190648 -0.08856582093758425 0.0011732578713926844 -0.14793046767259055 -0.041696561963171674 -0.1221648373762529 0.087670554295932859 -0.10539428883603788 0.11047503598107172 0.034059500168861008 0.016432312241844906
leaf_weight=0.66715079249843157 2.4360596556216496 0.61450809240341164 0.43801607612113003 1.3259078157134347 3.8595794802531582 2.9846691697021015 2.6046066284179679 4.817073096521197 2.1745294034481049 0.96231884726876193 1.4619358858326448 1.1965095680207012 1.5527066731592643 1.3394794061314312 1.0318443630094405 2.9808100564405322 2.0589097882038905 0.70553740969626488 1.6516128918738107 2.0015104334743228 1.5563660819316281 255.41717373058782 1.0420634569600213 6.6251778935547909 1.1406396478414538 2.2533930204808712 0.86318641470279533 1.253322440665215 3.0343164023797726 1.1350501617416755
leaf_count=81 40 3 138 22 37 39 22 31 10 33 146 30 35 14 31 30 27 66 33 20 38 3366 11 96 17 27 19 6 140 25
internal_value=-1.50366e-05 -0.0364204 0.0163001 0.000185966 -0.000633784 -0.0601474 0.0112274 -0.00848091 0.0402865 0.0116929 -0.0533712 0.0161622 -0.00249401 -0.04435 -0.128391 0.0319204 0.000483395 0.000846925 0.0261525 -0.00468189 -0.0410507 7.71747e-06 -0.0164828 -0.00843042 0.012791 0.0235224 0.00405825 0.0184531 -0.0032669 -0.0530365
internal_weight=313.186 1.71967 1.05252 311.466 289.94 5.34242 21.526 12.8267 8.69928 10.2221 2.42425 6.52476 5.32825 2.89219 2.35775 7.79788 284.598 282.539 9.06907 5.20949 3.20798 273.47 18.0527 17.0106 10.3854 9.67991 7.42652 6.56333 5.31001 2.27569
internal_count=4633 222 141 4411 4020 92 391 262 129 240 179 119 89 49 53 61 3928 3901 128 91 71 3773 407 396 300 234 207 188 182 42
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=3 0 4 3 4 2 2 1 0 3 1 0 2 1 3 0 1 1 1 0 1 2 1 1 1 2 4 2 4 2
split_gain=0.215425 0.724746 0.529489 0.486039 0.674403 0.468077 0.689808 1.3573 1.87968 0.919661 0.470785 0.395665 0.345741 1.18662 1.56482 1.17768 0.994882 0.767472 0.815987 0.769437 1.5205 1.47457 1.09141 1.41814 1.86857 0.977223 0.918745 1.34975 0.658206 0.636177
threshold=0.11636500000000001 85.732241321850012 39.656620114300004 0.11296500000000002 38.536700832000001 -0.16164499999999998 -0.033594999999999993 61.966271448700006 98.51854819030001 0.42293500000000012 67.606656606400023 98.230883170350012 0.075080000000000022 62.057679025150001 0.10453000000000003 85.216057360850016 63.565904036300005 63.910026677050006 65.130586668250018 91.437149474700007 68.20618276945001 0.12419000000000002 69.545034918450014 76.621056717750008 79.328334055150009 0.20852500000000004 42.498713093000006 0.28423000000000004 40.858951393400005 0.059500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 12 -5 -3 7 -7 9 -9 -8 -12 29 15 16 -14 -15 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 28 -27 -1
right_child=1 5 -4 4 -6 6 10 8 -10 -11 11 -13 13 14 -16 -17 17 18 19 20 21 22 23 24 25 26 -28 -29 -30 -31
leaf_value=0.00034734477968177241 -0.014046086516078285 0.034009151471399782 -0.1201668236000419 0.078332818936721893 0.0011624862165678666 0.031103101196991886 0.026667295717882823 -0.12025223627933238 0.030075002194464906 -0.035883039346833796 0.010819896887838909 -0.079520527713034014 -0.025201785300514958 -0.13760582324359119 -0.14182917559823399 0.079632496292464286 0.10208739938495293 -0.099189303230900971 0.060089842217531997 -0.12204175976110616 -0.11560842422537043 0.069483367498438336 -0.079237818673794522 0.0855075504884521 -0.12358404356201835 -0.11533999025161219 0.052576853115916033 0.04499695591119033 -0.014144468275540445 0.027434491342678804
leaf_weight=250.23642167740763 0.91108226589858776 2.8009978549089309 0.9715454401448369 1.9135781424120057 2.7742241774394643 2.8774142786860519 5.8412119159474925 2.8574001376982778 2.093122393504018 2.3583258395083249 1.0729391574859617 0.88442269070947066 1.8327325927093649 0.63800428528339281 1.0193593514741213 2.5801544301211834 0.5852143401280071 1.0653190606972227 1.4740891879191647 1.2340921661816526 1.14223624189617 2.073125676251947 2.3179221486207089 2.3369963006116432 0.77770942401548371 1.5654819787596355 1.9247206241707315 1.4949379780737215 1.0904601011425255 8.9818604759348073
leaf_count=3724 14 34 28 17 28 11 38 32 41 16 21 33 43 10 26 20 5 17 37 42 72 13 52 22 28 46 21 77 11 54
internal_value=-9.93331e-06 -0.00939728 -0.0688106 0.000726238 0.0326637 -0.00401607 -0.0099382 -0.0270743 -0.0499781 -0.0821041 0.0124444 -0.0299999 0.000199755 -0.010994 -0.021013 0.0360934 -0.0147679 -0.0106609 -0.0142281 -0.00903576 -0.0154212 -0.00648458 0.00269309 -0.00933871 0.00829081 -0.0180403 -0.00453013 -0.03101 -0.0737918 0.00128591
internal_weight=311.727 22.6685 1.88263 289.059 4.6878 20.7858 17.9848 10.1863 7.30885 5.21573 7.79857 1.95736 284.371 25.1526 20.7397 4.41289 19.7203 19.0823 18.4971 17.4318 15.9577 14.7236 13.5814 11.5082 9.19031 6.85331 6.0756 4.15088 2.65594 259.218
internal_count=4633 268 42 4365 45 226 192 100 89 48 92 54 4320 542 479 63 453 443 438 421 384 342 270 257 205 183 155 134 57 3778
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=4 0 0 4 4 3 0 0 0 1 4 1 4 4 0 0 0 4 0 2 1 3 1 0 0 1 1 1 2 4
split_gain=0.22207 0.648728 1.11774 0.258672 1.57104 1.71394 1.06659 1.59329 1.4505 1.21077 0.896984 0.916996 1.42151 0.892656 0.684885 0.60113 0.59582 0.412623 0.826533 0.985836 0.843816 0.508549 1.60741 3.10085 1.37222 2.39154 1.71859 1.85004 1.32166 1.82194
threshold=31.914316944300001 93.501885318850015 94.109476856350014 36.558960102350007 37.041406607950009 0.090465000000000031 89.861713010250014 91.886121982450007 89.576736448400013 73.448676123850007 36.165040341950011 61.740440965750004 35.374259656300005 33.361153777850006 94.165934477050016 93.72771580185001 96.631250582750013 37.765550062200006 92.773313165550022 -0.047144999999999999 79.941302508900023 0.094780000000000017 63.910026677050006 90.321439350550008 90.767723400200012 69.545034918450014 71.322105742700003 74.757955233350017 -0.016014999999999998 42.081757894750005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 14 8 -8 10 15 11 -2 -13 -11 -5 -9 -17 18 -6 20 -20 -19 28 -24 -25 -26 -27 -28 29 -23
right_child=3 2 -4 4 17 -7 7 9 -10 13 -12 12 -14 -15 -16 16 -18 21 19 -21 -22 22 23 24 25 26 27 -29 -30 -31
leaf_value=-0.11795499550035674 0.04356916574620421 0.10790537370276412 -0.11245780686374432 -0.16816494067037088 0.0568392571264075 -0.0042533182928607745 -0.076681025426268673 0.068613986025596804 0.11233182201464738 0.021767241722864331 0.09682515026931976 -0.10572908234433923 0.035764317546784517 -0.10550613131913754 -0.058322282964741325 -0.022945399108319321 0.046000982447644279 0.0022823725199914145 -0.11284872277975218 0.026611168029011385 0.03955168928340913 0.010340218000177146 -0.13264857937373906 0.090652395947850115 -0.10745085283637293 0.038373392799130053 -0.1180826706548268 -0.013581295328773843 0.03963617205446008 -0.039892275239557184
leaf_weight=0.61130332889297168 2.3851065128110367 0.54202602803707123 0.40007221592532005 1.2814915346098126 3.8067610533907992 2.9379612531047314 2.632786539848893 2.6278144344687444 2.0215523988008499 0.93542316120874636 1.1079195691272614 1.5383162699290553 1.3186934017576275 1.3411889658163998 1.0190275452914646 2.6554068410769105 2.3739686906337738 201.69994881213643 1.1939022594597188 3.3760739961871877 0.52222273140796449 25.05394721776247 2.4947948621120331 1.1553592532873178 2.8212781623005894 5.5547444769181338 1.9272260209545482 14.004540371548499 8.5791148804128152 10.143896637368014
leaf_count=81 40 3 138 22 38 39 22 17 10 33 30 35 14 146 31 33 11 3080 34 25 32 135 43 8 28 44 48 241 69 103
internal_value=-1.52127e-05 -0.0377301 0.0143258 0.000174688 -0.000606644 -0.054869 0.0109058 -0.00751568 0.0385582 0.0108154 0.0150722 -0.00220626 -0.0404208 -0.0532116 -0.11951 0.0298517 0.00959871 0.00040015 0.0215912 -0.0047591 -0.0664728 -0.000289514 -0.00752099 -0.0262523 -0.015828 -0.020889 -0.00952306 -0.0262226 0.00444168 -0.00413661
internal_weight=310.064 1.5534 0.942098 308.51 287.572 5.23848 20.9382 12.5666 8.37159 9.9338 6.35004 5.24212 2.85701 2.27661 2.30052 7.65719 5.02938 282.334 8.89896 5.0922 1.71612 273.435 71.7349 27.9579 25.4631 24.3078 21.4865 15.9318 43.777 35.1978
internal_count=4633 222 141 4411 4020 92 391 262 129 240 119 89 49 179 53 61 44 3928 129 91 66 3799 719 412 369 361 333 289 307 238
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=2 2 4 3 3 0 0 4 3 0 1 1 2 2 4 1 1 1 3 3 3 4 1 0 0 1 2 2 3 3
split_gain=0.236624 1.04324 0.91895 0.674736 0.8251 0.516458 0.499624 0.285091 0.685429 0.56796 0.786427 0.730846 0.362098 1.15177 2.18055 1.1009 3.34503 1.96767 1.15929 0.834462 2.41108 2.97184 2.25361 2.02753 1.43163 1.3852 0.756841 0.650118 0.869222 0.584634
threshold=-0.58319500000000002 -0.51760499999999998 49.960114208400007 0.12376500000000003 0.10787500000000003 100.92471821705001 101.19356403005001 49.292797572200008 -0.25098999999999999 85.57362229215002 87.143681840350013 90.679004281900021 -0.16164499999999998 -0.15022499999999997 43.219899330700009 62.020040611300011 61.86411003975001 63.565904036300005 0.096915000000000015 0.083905000000000021 -0.21029499999999998 47.927946529500012 73.007768990450018 90.490812212800009 95.117648655250022 83.116371560950014 -0.14831999999999998 -0.14510999999999999 0.086555000000000021 -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=3 2 -2 4 5 -1 -7 12 -9 -10 -11 -12 15 14 -14 16 29 -17 19 20 22 -22 23 -19 -21 -26 -15 28 -28 -3
right_child=1 7 -4 -5 -6 6 -8 8 9 10 11 -13 13 26 -16 17 -18 18 -20 24 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.019655981060606505 -0.10818015195891284 -0.0028261949895547248 0.10909750516787607 -0.057181663827325285 0.087097386025741991 0.020924873805968559 -0.10918800185476106 -0.11958552792569868 0.053357007762793833 -0.10758373426880088 0.028201137347587297 -0.10422449556749465 -0.14704900914187879 0.059411881115710399 0.023809463265072127 0.074707582862643465 -0.1373799917651479 0.03786917082871892 -0.074193627164039017 0.1084950631885353 -0.12821635914635246 0.043727246925732183 0.084520624360116051 -0.10588412522043732 -0.099324710932422566 0.084778231090002182 -0.13465800968818045 -0.00028394285102349053 0.0019218584198889188 0.067234772762037653
leaf_weight=7.5175726669840497 1.4557764148339618 5.6109658028799458 0.2246977537870406 1.1932471017353226 1.6487385831424024 0.53288598917424657 0.66144328931113705 0.64806218893500034 1.0873037744313467 0.93855658743996206 1.9494445198215546 0.53007661875744805 1.5125337891513475 2.110340471903327 1.4757272377610204 5.3944741192972314 1.8971378837013615 2.4355930122546887 1.6447821746987745 2.1573521716054525 2.5426594537129867 1.6624066997319458 4.1676525598450098 1.6429979815147815 0.89552800892852225 0.75176404052763246 0.843868874857434 250.56296622408263 1.0405322033911941 1.5120135728502626
leaf_count=63 164 182 1 21 21 6 133 19 9 144 68 66 80 27 24 39 136 30 35 11 123 23 37 35 19 28 42 3014 9 24
internal_value=-1.33644e-05 -0.000560112 -0.0791278 0.0140267 0.0222279 0.00995123 -0.0511342 -0.000112572 -0.0234266 -0.00959487 -0.0296201 -0.00010906 0.000301927 -0.000950046 -0.062672 0.0102799 -0.0193819 0.0217652 0.0058107 0.0139056 0.00138146 -0.0602412 0.0328051 -0.0200396 0.0548927 -0.0153068 -0.00022549 -0.00072403 -0.0592411 0.0120458
internal_weight=308.249 296.695 1.68047 11.5539 10.3606 8.7119 1.19433 295.015 5.15344 4.50538 3.41808 2.47952 289.861 257.546 2.98826 32.3153 9.02012 23.2952 17.9007 16.256 12.4513 4.20507 8.24624 4.07859 3.80464 1.64729 254.558 252.447 1.8844 7.12298
internal_count=4633 4389 165 244 223 202 139 4224 306 287 278 134 3918 3196 104 722 342 380 341 306 248 146 102 65 58 47 3092 3065 51 206
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=4 0 1 1 3 3 3 1 2 1 3 1 2 3 4 4 2 3 1 4 4 3 0 4 3 0 0 0 1 2
split_gain=0.217187 1.3056 3.52965 2.33381 2.41298 2.60298 2.70737 1.97211 5.81288 2.67072 1.89637 1.41305 1.51465 2.88333 1.30529 1.268 1.36079 1.2575 1.05388 1.05093 1.72752 1.21728 1.04067 1.01735 2.12583 1.51071 1.68706 1.67581 1.66264 1.16515
threshold=41.243661560350013 87.261973998100004 64.630533455950015 63.910026677050006 0.092015000000000027 0.08729000000000002 0.091290000000000024 62.014663695050011 -0.086139999999999994 61.987779113750001 0.10249000000000003 61.950140699950005 -0.036264999999999999 0.081235000000000016 40.806664626150003 40.621691032550004 -0.080869999999999997 0.10646500000000002 64.108972578700019 40.890797847750008 41.087689990200012 0.089045000000000027 103.37390357390002 38.751720283100006 0.10787500000000003 94.047642319350018 101.80384402570002 100.53758024625002 67.923894665750012 -0.076544999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 9 -9 11 -6 12 13 -1 15 22 -17 -12 -5 -16 21 -21 23 -4 25 28 27 29 -25 -27
right_child=-2 2 14 18 10 6 -8 8 -10 -11 17 -13 -14 -15 19 16 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0074840988687860863 -0.0025345767913576727 0.072970497194426692 -0.0070796133231881041 -0.19883476848686218 0.046915913620365381 -0.19500171396489788 -0.017769597730036987 0.041880031040731916 -0.16233216778385218 0.10130956164233409 -0.058285708205101067 -0.15066747235012248 0.067406481881700564 -0.26011479879211591 0.076053011145371954 0.0037421015069697763 -0.11503055794402746 0.0083946724514476264 -0.051985790493065467 0.023168909910134108 0.051740824019184964 -0.12235418116544516 -0.069008021764159308 -0.0088835865183456552 -0.079860763105686461 -0.029857822515382965 0.059923536534330683 -0.0918131973365785 0.0730198743922503 0.027483772342304449
leaf_weight=3.7591805476040454 161.81549742398784 7.9868694692850104 39.145720520522445 0.88228697574231674 10.255731412675233 1.8385680544888594 1.6225556283025069 2.7157445620687213 2.8637359570711842 2.4744275864213705 3.8449940886348477 0.73540969169698645 2.0107154683209982 0.51348588569089759 4.1452107049408351 1.8993907083204251 1.9600640639546316 10.694833100773392 1.0955335874459704 1.0411477598536296 3.8990563238039613 1.28334332362283 2.0011730431033348 3.4328409507870665 2.1624366492032996 6.0807414231821904 4.5965043851174405 2.1090333992615333 8.9156836681067926 8.4928626706823742
leaf_count=162 2574 79 427 11 63 33 11 20 24 23 24 69 36 8 29 21 24 69 41 24 33 17 485 43 40 83 30 35 54 41
internal_value=-1.85006e-05 0.00279987 0.00922624 -0.0112638 -0.00641486 -0.0337103 -0.111916 -0.0157519 -0.0629344 0.0119787 0.0139875 -0.0195142 -0.00416402 -0.0378451 0.00364169 -0.000644841 -0.0565778 -0.00923866 -0.117494 0.0370436 0.0110613 -0.0571739 0.00216097 0.00406155 0.0162473 0.0224275 0.00628126 -0.00849859 0.050251 0.00355837
internal_weight=306.275 144.459 99.1521 45.3072 43.3294 18.5338 3.46112 15.0727 5.57948 9.49322 24.7956 7.01879 6.28338 4.27267 91.1652 80.7965 3.85945 14.5398 1.97782 10.3688 6.22355 2.32449 76.937 74.9358 35.7901 33.6277 21.2791 16.6826 12.3485 14.5736
internal_count=4633 2059 1465 594 542 386 44 342 44 298 156 275 206 170 1386 1283 45 93 52 103 74 41 1238 753 326 286 189 159 97 124
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=2 1 2 4 3 3 3 3 2 3 4 4 4 1 3 3 4 3 4 1 3 1 3 1 3 0 2 2 1 0
split_gain=0.219123 0.722478 0.287972 1.09806 0.382096 0.485297 0.254981 0.664796 0.545003 0.45889 2.11273 0.700572 1.07431 0.546175 0.481147 0.472712 1.53176 0.785606 1.02147 0.76726 0.700791 0.860674 0.674894 0.850309 0.623145 0.518917 0.805965 0.992829 0.480446 1.73426
threshold=0.63131000000000015 80.677940036650014 0.27394500000000005 39.065416244600009 0.094595000000000026 -0.245505 -0.55393499999999996 -0.57039999999999991 -0.23401999999999998 -0.25587999999999994 41.909642283050012 41.243661560350013 39.525197829750006 61.966271448700006 -0.25215499999999996 -0.23921499999999998 40.330620469300008 -0.245505 41.16018805045001 62.057679025150001 -0.21029499999999998 71.658163008950012 -0.16179999999999997 67.031326566450005 -0.15544999999999998 113.1679565431 -0.088274999999999992 -0.088039999999999993 60.87206898960001 82.605564516150011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -4 7 8 -1 10 11 12 -8 -14 -11 16 -16 19 -19 -18 21 -17 23 -22 -24 28 -27 -28 29 -26
right_child=1 -3 3 -5 -6 -7 9 -9 -10 14 -12 -13 13 -15 15 20 17 18 -20 -21 22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=0.045226773785867459 0.05951288100741841 -0.052073776530207366 0.029370620846290243 -0.1155629435049092 0.034382511220687438 -0.096329840458551641 0.019078625155237113 0.076142094172518104 -0.10968647343942861 0.038094080477811931 -0.11246541621681649 0.054990124650852214 -0.015868425714645494 -0.12815856337014295 -0.1237064770283135 -0.0083724020857254434 0.044242190244492108 0.028794588642211589 -0.12309119947929875 -0.023129798715943589 0.027144368795026658 0.070606013403561041 0.056449872818816298 -0.12679821063675883 -0.0067825349451025602 -0.11493557162695381 0.12204592846997248 -0.10300074968440327 0.0011785755644154431 -0.15565817811339977
leaf_weight=0.44654700270621117 2.030677381670102 0.81234268874686666 0.56953693588729926 1.0355982565088195 1.7298815523063238 0.66664494064752899 3.1170339308155217 1.4090455613040822 0.46212997831753455 3.3692575997556551 2.0187752902711509 1.9315696736448442 0.77421517064794876 0.98329878691583872 1.2746576662902942 2.4632530793314791 3.2833115025423458 0.72621436417102714 1.1344989659264682 3.4841569410637021 0.58915350446477421 3.1370961853244808 1.9760954475495953 0.91770697664469481 6.515835220925509 0.97281757558448589 0.43627007493341807 0.35599539991380769 254.72715432265977 0.88925962732173491
leaf_count=23 41 35 17 57 27 36 115 17 30 34 91 17 8 32 51 29 15 4 41 34 28 36 28 24 231 197 3 136 3166 30
internal_value=-3.23056e-06 0.027629 -0.00026388 -0.0269111 0.00404156 -0.0384168 9.46776e-05 0.0331335 -0.0335582 -0.000164829 -0.0226247 0.00402318 -0.0161728 -0.0786928 0.000527585 8.01529e-05 -0.0213824 -0.00626583 -0.063812 0.00955646 0.000858743 0.0358682 0.00012546 -0.0666096 0.000503687 8.47551e-05 -0.0539545 0.0209238 0.000448632 -0.0246606
internal_weight=304.24 2.84302 301.397 4.00166 2.96606 1.23618 297.395 2.31772 0.908677 295.078 8.82489 6.80612 4.87455 1.75751 286.253 282.883 9.90284 8.62818 1.86071 6.76747 272.981 5.60035 267.38 1.50686 265.873 263.897 1.76508 0.792265 262.132 7.40509
internal_count=4633 76 4557 137 80 53 4420 70 53 4350 263 172 155 40 4087 4053 145 94 45 49 3908 65 3843 52 3791 3763 336 139 3427 261
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=2 4 4 3 3 3 4 3 2 4 0 2 1 2 0 0 3 2 3 3 4 0 1 2 1 0 3 4 3 3
split_gain=0.216014 0.604419 1.29171 0.920789 0.76935 1.06935 0.807818 0.736795 0.383024 1.16657 0.883795 0.8533 0.795559 0.634778 0.614337 0.86967 0.542513 0.450949 0.878374 0.335933 0.787689 0.24911 2.29016 2.20795 1.19631 1.0343 1.00971 1.06806 0.958886 2.32742
threshold=-0.58319500000000002 39.852039223600009 40.099856909850011 0.098950000000000024 0.092385000000000023 0.091705000000000023 41.067148236900003 0.10052500000000002 -0.27494999999999997 35.476804824450006 90.321439350550008 -0.54488499999999995 62.186725015400008 -0.25572 91.886121982450007 100.01333091085002 0.4369650000000001 -0.25105499999999997 0.093635000000000024 0.094235000000000027 38.804629908750009 104.86330937810001 81.573196594050017 -0.11963999999999998 80.677940036650014 105.93331571405001 -0.089139999999999997 49.960114208400007 0.079605000000000023 0.089850000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 6 -4 19 9 -2 12 -12 -11 -10 -13 -16 17 18 -15 20 -1 22 -19 26 -23 -26 -24 -28 -27 -30
right_child=8 2 3 -5 -6 -7 -8 -9 13 10 11 14 -14 16 15 -17 -18 21 -20 -21 -22 24 23 -25 25 28 27 -29 29 -31
leaf_value=-0.11375849911017014 0.08464191957892582 0.11194082765655525 0.082668825111912675 0.048832928885210347 -0.0723780899893222 0.0716137320310168 -0.13124807994837803 -0.11801075775997112 0.055487216027018275 -0.013357028417261952 -0.10787794516077671 0.096695813153987342 -0.15061588665778866 -0.11005018343595062 -0.12490947657788537 0.049985553739592049 -0.055190561087288897 0.00088189108538271098 0.069146829722696743 0.056163791981098124 0.048650869429836791 -0.091428885095121593 0.088501351995881966 -0.11896696840534529 0.089911034131749029 0.029896157970282201 -0.10954616286539345 0.047497208036863484 -0.11169554249532368 0.052697267750208054
leaf_weight=0.57725859168567628 0.78679879461560531 1.4633718747645597 0.24644110984809309 3.1998871985997539 1.7690304442658087 1.3526247311383484 0.62230350240133703 0.68110062368214119 2.0433561402314799 0.66311897663399566 0.65856433888257049 0.724093697965145 1.1626298503542782 0.94517410093976539 0.47512644110247471 0.70795327589439694 1.7989564322015201 261.60995385074784 0.38494268979411572 0.73498720279894758 0.61869540484622121 1.0114202970871691 0.93068064749240909 3.1650743372447314 1.8866510235820886 7.4590294482986774 0.9825046290643511 0.7744114501401782 1.8182813816092678 1.6361658466739752
leaf_count=56 28 7 20 33 25 8 48 22 34 27 49 4 88 67 13 41 30 2999 4 12 13 39 6 101 45 310 72 36 266 130
internal_value=-1.2418e-05 0.0135748 0.0263005 0.00887088 -0.0231745 0.0160097 -0.0705652 -0.0285851 -0.000537303 -0.0274917 -0.047582 -0.00973915 -0.100763 -5.00312e-05 0.0241491 -0.0202525 -0.00044905 -0.000100586 -0.0581896 0.00295797 -0.0297403 0.000174111 -0.000502158 -0.0623681 0.0132702 0.0215431 0.00428608 -0.0403248 0.00972411 -0.0338325
internal_weight=302.891 11.2657 8.65366 7.19029 3.9904 2.22137 0.868745 2.61204 291.625 5.17829 4.39149 2.56574 1.82575 286.447 1.90717 1.18308 284.403 282.604 1.33012 1.93094 1.19595 281.274 267.463 5.85267 13.8115 12.8001 2.6876 1.75692 10.9135 3.45445
internal_count=4633 244 141 134 101 76 68 103 4389 250 222 107 115 4139 58 54 4105 4075 71 81 69 4004 3214 215 790 751 114 108 706 396
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=4 0 1 4 2 1 4 0 3 4 4 4 3 2 4 3 1 4 0 4 3 2 2 1 2 2 1 4 2 4
split_gain=0.215535 0.521088 0.640837 0.867343 0.671625 0.638299 0.501635 0.473828 0.638148 0.362597 0.797779 1.03913 0.808594 0.908762 0.466843 1.95614 0.975151 1.21756 1.58747 1.08031 0.987689 1.33033 1.03106 0.844684 0.680965 0.650713 1.09838 1.72352 1.52304 2.56301
threshold=49.064150740050003 71.144667506050013 55.855406118200008 49.960114208400007 -0.23353499999999996 87.143681840350013 48.823707093150006 104.22883325935001 0.074735000000000024 48.393869453650005 47.927946529500012 46.095286511800005 0.074735000000000024 -0.22932499999999997 45.044778924400006 0.083395000000000011 83.75622459600001 44.578137159850009 85.57362229215002 44.749265482150008 -0.225495 0.20852500000000004 -0.17605999999999999 77.04583310240001 0.63131000000000015 -0.11534 62.186725015400008 43.321682097200004 -0.122095 38.751720283100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 9 -7 -9 10 11 14 13 -13 16 -16 17 24 -19 20 22 -22 -18 -20 25 26 27 -1 29 -28
right_child=1 2 3 4 5 7 -8 8 -10 -11 -12 12 -14 -15 15 -17 19 18 23 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0021441985445464391 -0.12433755597333973 0.04899989773749721 -0.09374381556123175 0.096953438917025986 -0.10859413559128971 0.07941674494229542 0.032435694157592725 0.025306804867779354 -0.10564705621131401 -0.038780614999864654 0.052980201156098174 -0.11282896988732544 -0.097746647341001802 0.026280784433414913 0.056521819666228837 -0.11964239523808534 0.097008255791375106 0.095870648459751809 -0.12408241790688478 0.11725666269271291 -0.10880950564357478 0.047368441164511145 -0.10975395455153714 0.024304703185787906 0.05837703771345553 -0.001674315553554408 -0.043673445999022911 -0.13345958423152879 0.067234594454346527 0.025640017968271273
leaf_weight=17.587639046738335 0.42952558817341824 1.4043629132211206 1.4101509302563497 0.58555045962566454 0.63966860604705411 0.61478892341256175 4.8022450550924978 0.98817583755589999 0.59689787909155712 2.4096689121797672 2.8326483871787778 0.6388828745111822 1.904744559433311 1.7724017762811848 4.2847455675073425 0.73904405254870642 0.72063881700159982 0.52268376920255777 2.0149970942875375 0.38828294072300185 3.0366422641454842 0.66481231300349453 0.36250020428269614 0.47382940171519283 2.0799907092005006 207.46835123749042 6.685409329540561 1.0597272134327784 5.7890917439945033 26.405825605557766
leaf_count=366 16 10 67 8 125 18 47 18 83 33 36 48 72 26 74 77 30 12 94 2 556 61 54 13 41 2080 164 41 39 322
internal_value=-2.22487e-05 -0.0177995 -0.0104656 -0.0277369 -0.000561016 -0.0206698 0.000380129 0.00489649 -0.024007 -0.000150982 0.000172866 -0.000352729 -0.0490467 -0.0105771 0.000397097 0.0306065 -0.000154256 0.00066946 -0.0625598 -0.0431624 -0.0561808 -0.0807586 0.02781 -0.0958321 0.00138242 0.000935065 0.0103456 -0.00960683 0.0199149 0.0116366
internal_weight=301.314 6.66912 6.2396 4.83523 3.42508 2.83953 294.645 2.19986 1.58507 289.843 287.433 284.6 4.31603 2.41128 280.284 5.02379 275.26 270.088 3.01151 5.17288 4.78459 3.70145 1.08314 2.48883 267.076 264.996 57.5277 18.6474 38.8803 33.0912
internal_count=4633 345 329 319 252 244 4288 119 101 4241 4208 4172 146 74 4026 151 3875 3172 119 703 701 617 84 107 3053 3012 932 407 525 486
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=2 4 2 4 1 1 1 3 2 3 3 3 4 4 2 3 2 2 2 4 2 0 4 0 0 3 3 3 2 2
split_gain=0.198474 1.0308 0.615302 0.447973 0.799563 1.66469 0.731259 0.377945 0.333257 1.0635 1.0823 0.650556 0.610683 1.07748 0.538364 0.41501 0.272235 2.98661 1.79338 1.4068 1.40537 3.80335 3.04589 1.9857 2.19892 1.95523 1.2779 2.04214 3.0186 2.09188
threshold=-0.63026499999999996 40.574766824850009 -0.58319500000000002 39.852039223600009 75.629015667650023 78.27445846800002 78.290589216800015 0.09721500000000001 -0.27494999999999997 0.10487000000000003 0.096095000000000028 0.094780000000000017 39.571921479100006 41.184662530950007 -0.25572 0.4369650000000001 -0.079369999999999996 -0.077085000000000001 -0.076544999999999988 42.91168285345001 -0.083330000000000001 86.866770652900016 42.876019054300009 89.576736448400013 91.886121982450007 0.085625000000000021 0.08326500000000002 0.082500000000000018 -0.087660000000000002 -0.091639999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 -5 -6 -2 -1 9 10 11 12 -4 -14 -10 16 20 19 -19 -18 26 22 -22 -23 -25 -26 27 28 29 -16
right_child=2 -3 8 4 5 -7 -8 -9 14 -11 -12 -13 13 -15 15 -17 17 18 -20 -21 21 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.018070541590286811 -0.066313210991211555 -0.089724987691619226 -0.11789038872930246 0.068510974631351168 -0.13523323320014885 0.063274938782626799 0.055654132834139128 0.074989902540705006 0.051583046361403852 0.080759901778734003 -0.14712660215945181 0.056651646821133252 0.050975875744025879 -0.11892267210151067 -0.010191331228876955 -0.047881053015814606 0.084557990387827672 -0.090769623641888245 0.00092684253463307413 -0.013828059648072242 -0.041906311697268023 -0.14417078321606955 0.075780225798513234 0.079947199686075304 0.0054910649491443511 -0.13224867474595839 0.0079653943050208911 -0.085132272393253522 -0.15394428737332788 0.058119222458671363
leaf_weight=0.92459991908981398 1.1128912415879302 1.3795132967061361 0.80149789734423382 3.8319713538512588 0.68289933959022153 1.1076768485363571 0.88048126539797511 0.82654692884534597 2.0044022583169854 0.7769704260281286 0.85221031827677496 0.81764377420768131 1.0222264886979244 0.58798293201834884 37.416608046747562 1.8309460499331169 6.2726248590333835 2.1707414872944346 122.29362732310619 1.8916013254784045 4.474971981719138 2.9548924341797811 4.3243360887281597 1.1577089205384252 1.7527546676283234 2.5012468194763642 82.843552753634867 3.5896009448915711 1.3491017579799578 5.093146175495348
leaf_count=35 24 23 57 27 17 66 38 14 34 19 40 16 26 92 1094 30 93 24 1713 15 33 34 31 6 22 75 789 91 22 33
internal_value=-2.84672e-05 -0.0250753 0.000236087 0.0282924 0.0427332 -0.0124331 -0.0124397 0.0258543 -0.000503833 -0.0264727 -0.0468856 -0.0204325 -0.0465664 -0.0110642 -5.94486e-05 -0.000426621 -0.000116408 0.00317091 -0.000672405 0.0617625 -0.00307313 -0.0299691 0.0159296 -0.0782415 -0.0422429 -0.0754965 0.000470396 -0.0126156 -0.00668056 -0.00200696
internal_weight=299.527 3.13066 296.396 7.61592 5.62255 1.79058 1.99337 1.75115 288.78 4.85853 4.08156 3.22935 2.41171 1.61021 283.922 281.917 280.087 132.629 124.464 8.16423 147.458 17.1659 8.79931 8.3666 5.41171 4.254 130.292 47.4485 43.8589 42.5098
internal_count=4633 72 4561 172 110 83 62 49 4389 250 231 191 175 118 4139 4105 4075 1845 1737 108 2230 201 64 137 103 97 2029 1240 1149 1127
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 2 2 3 3 2 2 4 3 1 0 1 0 4 0 2 1 2 2 1 0 0 0 3 4 4
split_gain=0.204501 0.533053 1.73381 1.24585 1.0154 1.00207 1.00746 1.13298 1.00088 0.511543 1.24207 0.888137 0.561261 0.453426 0.415021 2.12511 0.752907 1.20442 0.738138 1.13774 1.05417 0.803166 0.690961 1.07464 2.75548 1.83196 2.68802 2.27249 1.65157 2.21842
threshold=113.1679565431 109.03310793845002 82.299080289250014 44.749265482150008 83.75622459600001 0.20852500000000004 -0.15962499999999999 0.081235000000000016 -0.17949499999999999 -0.088274999999999992 -0.013285 46.095286511800005 -0.24665999999999999 83.116371560950014 104.86330937810001 81.573196594050017 105.30421651155002 47.309807198350008 103.57284947555002 -0.0057149999999999996 80.538140213850014 0.063030000000000017 0.70681500000000008 78.962703749400006 100.69082235970002 101.61296349840002 99.013224486300018 0.089965000000000031 40.858951393400005 41.444941515100005
decision_type=2 2 2 2 2 2 2 2 2 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 8 13 6 7 -6 -4 11 -11 12 -2 14 15 18 -16 -18 20 -20 22 -22 23 25 -25 26 -1 -27 -28 -30
right_child=9 2 3 -5 5 -7 -8 -9 -10 10 -12 -13 -14 -15 16 -17 17 -19 19 -21 21 -23 -24 24 -26 27 28 -29 29 -31
leaf_value=0.00080113779329633601 0.079337272930046124 -0.12740220540392203 0.070741584405405247 0.098744847896639371 0.081857567936512055 0.076946329575399472 -0.10891650861933476 -0.11185432410752356 -0.10426771435084264 0.074509917109994619 -0.10618663351950478 -0.12495201359736133 -0.1040151057270452 0.043082682246399537 0.11861780168251648 -0.093789614839732083 -0.052954491160279386 0.082638995464555276 -0.11876466001886002 0.03746156006274301 0.061789594243049376 0.003796739856096896 0.06497829626695685 0.044803195290479346 -0.13246476097969517 0.10323438615587022 -0.10404382386559528 -0.040104175922646708 0.072946344795226992 -0.067259484490874058
leaf_weight=246.49452676412329 0.5081201018037973 0.5760758618125682 0.62362234725151222 2.584172363509424 0.73996562534011923 0.54015095176873718 2.2769609922834197 0.51005178032210097 0.68652726118307339 1.146353890209866 0.56933028355706383 0.98536891292314976 0.24865068807775992 2.4706959349568924 0.81353685341309701 2.4139659324428058 1.4430148514220493 1.1997284428216515 1.2444337196648119 0.74537469400092859 4.8975163222057727 4.6608317736536264 1.6121181151829649 1.5541958482936018 2.0120889960671775 3.5788085536332792 3.8967800980317389 1.6007868359447455 1.7627975866198538 3.1364640416577458
leaf_count=2940 38 26 20 34 30 20 177 47 167 58 144 59 164 25 12 121 60 14 44 18 26 35 36 16 45 47 100 25 6 79
internal_value=-3.30124e-05 0.000251271 0.034519 0.0584716 -0.000277693 -0.0498916 -0.0693167 0.00281619 -0.0209645 -0.0242103 0.0145478 -0.0623798 0.0190935 0.000428996 5.67017e-05 -0.000369012 0.0344967 0.008601 0.00044454 -0.0602429 0.000883324 0.0335112 -0.000290664 -0.000689175 -0.0552109 5.73222e-05 -0.00113724 0.0589347 -0.0554571 -0.0168122
internal_weight=297.533 294.075 4.4704 3.89432 289.605 4.06713 3.52698 1.25002 1.31015 3.45782 1.71568 1.74214 0.756771 285.538 283.067 279.611 3.45628 2.64274 277.197 1.98981 275.207 9.55835 265.649 264.036 3.56628 260.47 255.291 5.1796 8.79604 4.89926
internal_count=4633 4170 247 221 3923 274 254 77 187 463 202 261 202 3649 3624 3538 86 74 3417 62 3355 61 3294 3258 61 3197 3125 72 185 85
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 4 4 3 3 4 2 0 4 2 4 3 2 4 2 1 1 2 2 1 4 2 2 2 4 1
split_gain=0.191065 2.66123 1.27406 1.61646 1.99437 2.08864 1.2768 1.18091 1.20956 1.85694 1.40605 3.44178 2.98222 2.23507 1.40609 1.20403 1.05291 1.42164 0.922907 0.841845 2.20553 1.74798 1.71624 2.79382 1.94583 1.06106 1.0234 1.97126 1.55934 1.92857
threshold=40.467253020850002 40.300545846000013 40.003678352300007 -0.090369999999999992 -0.066979999999999998 40.148327922700012 39.896141435400004 0.091705000000000023 0.094780000000000017 38.238138001450004 -0.059424999999999999 89.711159354950013 35.374259656300005 -0.053874999999999999 37.995872310650007 0.095830000000000012 -0.025719999999999996 36.859113051050009 -0.075639999999999999 70.128430332750014 66.235542959850008 1.0000000180025095e-35 -0.060989999999999996 77.443724905700023 38.983591653800012 0.075080000000000022 0.20852500000000004 -0.033594999999999993 39.571921479100006 64.369753017350021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 19 9 -9 11 14 -13 -12 -10 -14 -15 -18 -3 20 26 -22 23 -21 -25 -24 27 28 29 -1
right_child=-2 18 3 4 5 -7 -8 8 10 -11 13 12 15 16 -16 -17 17 -19 -20 22 21 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0205943122323291 -0.001950845759110044 0.10145002254221008 -0.11848834629797356 0.043857618349589442 -0.1174526431410705 -0.0033553664808909367 0.051767488857736778 -0.014618104815880717 0.059393972336928502 0.079930909589599586 0.10590306487960884 0.035396731863245212 -0.021185413584819814 -0.065300541655572628 -0.026092960755009484 -0.13802712226703259 -0.056913121671983959 0.03859543414792993 0.032700773291408733 -0.12478820290544855 0.059746269527901102 -0.024587631977175214 0.012875545442953891 0.072961393413406683 -0.12504931933516328 -0.080654572709276701 0.065704240597580094 -0.13778951389588678 -0.11596861432883417 -0.062569945266691879
leaf_weight=8.2107477297759051 188.7343202878692 3.0005063960852567 1.8226291020400811 3.5883297274995121 2.654918960062786 4.0547259894665331 5.0430641728453329 3.295420802489387 4.9081083191558701 5.6192459254380083 2.7793479599058619 1.9256046481677902 1.1454176544793879 1.7586205136030901 3.1646041180938482 3.8341266824136255 1.9629676942277017 7.5636331505011185 5.5912634726846573 3.7634037984535036 7.7102274857461435 3.6077154455706477 7.4143275858878077 1.6618479807002589 0.70759202010231081 1.4501711553675702 1.1731259275693435 1.5594227386172885 1.4880627174861718 4.2224015765823415
leaf_count=204 2981 24 31 22 48 39 32 57 40 36 16 51 15 14 22 137 48 75 47 105 44 50 92 170 36 101 15 30 16 35
internal_value=-3.88255e-05 0.0033438 -0.0013306 -0.031683 -0.0163194 -0.0485022 0.00294872 -9.35164e-05 0.0127592 0.0449797 0.00286906 -0.0184527 -0.0702837 0.0255753 0.025882 -0.111151 0.00579202 0.0189158 0.0567101 -0.0114471 -0.00119799 0.0328639 -0.0305628 -0.0712331 0.0138289 -0.00242534 -0.0243466 -0.0311706 -0.0192274 -0.00764897
internal_weight=295.416 106.682 98.0898 12.1206 10.298 6.70964 85.9692 80.9261 37.9571 8.91467 29.0424 14.9779 6.90515 14.0646 8.07271 4.97954 11.2852 9.5266 8.59177 42.969 27.9717 11.3179 14.9973 6.13284 2.36944 8.8645 16.6538 15.4806 13.9212 12.4331
internal_count=4633 1652 1581 140 109 87 1441 1409 511 93 418 265 203 153 62 152 137 123 71 898 394 94 504 311 206 193 300 285 255 239
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=2 1 0 4 0 0 1 4 4 4 3 0 1 1 4 2 0 0 2 4 4 0 0 4 0 2 1 2 2 1
split_gain=0.201112 0.820801 2.08295 1.63738 1.985 1.50897 1.44229 1.85841 1.28791 1.19561 1.07059 1.29841 1.11315 1.70446 0.959072 1.16853 0.689243 1.32462 0.672786 1.84882 1.04405 0.591502 0.606778 0.647001 0.677915 0.590788 0.572359 0.613566 0.496568 0.770246
threshold=-0.16164499999999998 62.020040611300011 85.823648898300021 38.804629908750009 94.75470680765001 89.237990724000014 74.927328095600004 47.74983977685001 37.345948426100009 46.095286511800005 -0.067414999999999989 102.21786657775002 78.27445846800002 75.499969677400017 42.720329370750001 -0.27494999999999997 89.861713010250014 96.631250582750013 -0.15022499999999997 43.219899330700009 48.823707093150006 86.420486603250012 90.490812212800009 44.701063782750005 92.464140480550014 -0.14831999999999998 87.143681840350013 -0.15734499999999998 -0.14510999999999999 62.116825104000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 14 -3 7 -6 16 10 -8 12 13 -12 15 -5 -7 -18 19 -2 -21 -16 -23 -24 -25 -20 -22 -28 29 -27
right_child=18 3 -4 4 6 8 9 -9 -10 -11 11 -13 -14 -15 21 -17 17 -19 25 20 26 22 23 24 -26 28 27 -29 -30 -31
leaf_value=-0.0016293566664721581 -0.14008551404628358 -0.14783717280874106 -0.13867160857999233 0.026377620367944801 -0.13426083518001947 0.091129644968503454 0.078939870720819344 0.018829888752342937 -0.1221202947386289 -0.075316329258868997 0.053880646545986226 -0.11437347752068357 0.076759911680737508 -0.12603991409400642 0.055718366438001904 0.098994824061305414 -0.11573534488399578 0.046006328450169054 0.052877066730021807 0.09667462240129665 -0.1105897005168604 -0.089250215152272383 0.073403205181646419 0.036307264528624539 -0.11174918792273909 0.0016624261269201392 0.037246039607738958 -0.10293671021509719 -0.00047681948016494146 -0.12911506162101757
leaf_weight=9.8366959244522132 1.297949543368303 1.0017965634833697 1.2500441386364389 3.7623749237973243 1.7028300726087757 0.9265088867396124 2.8274730498087592 1.4839891118463127 0.81861326944635937 1.2565788063220678 1.1805519685149177 0.80512059996544838 2.0571440351195633 0.95043315715156484 2.1083795110462225 5.391323624178769 0.78674921067431602 1.4206981559182166 2.0622751047485499 0.84750000992789898 0.67501812285627272 0.78026531770592589 0.9916182849556211 0.64225950976833679 0.59646474686451256 1.0898263498675067 1.1558864624821579 0.42778044496662904 242.19059023019508 0.76754843656090077
leaf_count=367 80 29 29 35 47 7 40 26 52 45 16 100 18 26 75 33 18 126 34 11 115 27 13 14 27 31 36 64 3068 24
internal_value=-3.47779e-05 0.00631914 -0.017081 0.0145574 0.0244099 -0.0382154 -0.00509473 -0.0629719 -0.0104313 0.0152245 0.029772 0.00193023 0.0242883 -0.0263651 0.0497625 0.0691475 0.0187427 -0.0116395 -0.0011147 -0.0398544 0.00202807 0.0150985 -0.0133484 0.0132052 -0.0349842 -0.000421455 -0.033485 -0.000620155 -0.000871843 -0.0523805
internal_weight=293.092 42.5779 11.0867 31.4912 26.5368 4.95437 12.2641 3.18682 3.95257 9.0773 7.82072 4.99325 4.18813 2.13099 14.2727 9.1537 3.13396 2.20745 250.514 4.40413 3.10619 5.11899 3.01061 2.23034 1.23872 246.11 2.25869 1.58367 244.048 1.85737
internal_count=4633 1170 396 774 542 232 318 73 203 245 200 160 60 42 224 68 151 144 3463 306 226 156 81 54 41 3157 215 100 3123 55
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=3 0 4 4 2 4 2 3 3 1 0 4 2 3 3 3 3 2 4 4 2 4 2 1 2 2 2 4 4 1
split_gain=0.178187 0.648567 1.00358 0.479256 0.462708 0.822932 1.32315 1.6199 0.453139 0.615068 0.38596 0.316411 0.283819 1.16449 0.791455 0.85955 1.64815 0.737442 0.866379 1.58638 0.706988 0.605763 0.596466 0.813762 0.49085 0.465811 0.661423 2.05049 1.43071 1.33771
threshold=0.11636500000000001 86.538778761000017 41.444941515100005 40.300545846000013 -0.16164499999999998 41.11191809080001 -0.0025899999999999999 0.25799500000000009 0.11296500000000002 67.254468591300011 88.350799540950007 42.081757894750005 0.15684000000000003 0.10249000000000003 -0.17949499999999999 0.091510000000000022 0.090235000000000024 0.2758500000000001 42.498713093000006 40.148327922700012 0.12616000000000002 39.198779702000003 0.075080000000000022 70.077349628250019 0.26056000000000007 0.059500000000000011 -0.0025899999999999999 36.558960102350007 39.262923716450011 70.348883899450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -3 6 7 -6 12 -10 -7 -12 20 14 -14 16 17 18 19 24 22 -17 25 -24 -16 26 -1 -28 -29 -30
right_child=1 4 -4 -5 5 10 -8 -9 9 -11 11 -13 13 -15 15 21 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=0.0013545761041635614 -0.041427109007798578 0.056249239459959736 -0.092897789323741209 0.013586353406013106 -0.16638831619239836 -0.0012024341894153624 0.020283136655588889 -0.0084852244729173507 0.072303730354002782 -0.0024637728916386374 0.07840594363448318 0.01123147762766355 0.044717869595488118 -0.11875030195250567 -0.014093420804509378 0.050699859736132204 -0.14117974538311603 -0.080653767070977586 0.061136937593629752 -0.097190609984768306 0.060556351156494159 -0.017148786431782154 -0.0045729917032379533 -0.11038553704838668 0.073025826672481101 0.023918917800865858 0.079597434445765558 -0.16917898814144205 -0.0087124824574362578 -0.1107018413123167
leaf_weight=224.64129323877569 2.889477130025627 1.5668906488863275 1.9708595352713016 3.5037040868774056 1.2001839460135664 3.0274917930364609 2.5525756627321234 1.4164620482661119 2.0618148958310476 2.3592607392929494 1.6564215794205668 1.2159366121341006 2.6004488872131377 0.96848273544310259 1.43456833676464 2.6140579541679481 1.2445060626487245 1.4593073941941836 1.6185490880743598 1.7820634755771605 1.9769192893290881 2.6497501861304045 2.0172991282306607 1.1361622889380667 1.1776142725720999 8.6107819597236794 1.5770583174780757 0.83169637271202912 5.8918146341311513 1.6451217932190045
leaf_count=3393 29 27 40 21 31 14 34 25 16 29 23 24 49 21 28 44 25 81 24 40 33 36 32 105 24 54 32 27 157 115
internal_value=-3.64993e-05 -0.00890971 -0.0305102 -0.0112777 0.00538817 -0.0018115 -0.0309411 -0.0809111 0.000652877 0.0324048 0.0237107 0.0499694 0.000124898 -0.0121654 -0.00593981 -0.0153625 -0.0346311 -0.0168851 -0.0014084 -0.024446 0.000993453 0.0165455 0.000515472 -0.0426962 0.0251813 0.00107578 0.000237301 -0.0249984 -0.0447093 -0.0309742
internal_weight=291.299 21 8.36404 6.39318 12.636 11.0691 5.16922 2.61665 270.299 4.42108 5.89985 2.87236 265.877 17.5493 16.5809 13.9804 8.71661 7.4721 6.0128 4.39425 248.328 5.26381 246.351 3.15346 2.61218 243.198 234.587 9.94569 8.36863 7.53694
internal_count=4633 268 90 50 178 151 90 56 4365 45 61 47 4320 372 351 302 222 197 116 92 3948 80 3915 137 52 3778 3724 331 299 272
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=4 0 0 4 4 3 4 1 3 3 0 1 0 0 3 1 0 1 1 4 0 2 3 3 3 0 3 3 3 2
split_gain=0.190384 0.607423 0.947053 0.279211 1.25392 1.40203 0.792182 0.863899 1.24746 1.11432 1.70915 0.91451 1.31891 1.20574 0.902989 0.811762 0.696832 0.67433 0.607727 0.398976 0.678167 0.855989 0.510064 0.457526 1.48754 1.31976 1.27935 1.2213 0.880554 0.787391
threshold=31.914316944300001 93.501885318850015 94.109476856350014 36.558960102350007 37.041406607950009 0.090465000000000031 36.377496227400009 65.571493801650021 0.095830000000000012 -0.25420999999999999 91.886121982450007 70.128430332750014 96.631250582750013 97.615226258450022 0.10821500000000002 65.130586668250018 94.300357383600002 61.740440965750004 64.369753017350021 37.765550062200006 92.773313165550022 -0.047144999999999999 -0.086715 0.094780000000000017 0.096480000000000024 100.69082235970002 0.095830000000000012 0.097005000000000022 0.09721500000000001 -0.016014999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 16 7 8 15 -9 -11 -12 -13 -14 -15 17 -5 -2 -19 20 -6 22 -22 29 26 27 -25 -26 -27 -21
right_child=3 2 -4 4 19 -7 -8 9 -10 10 11 12 13 14 -16 -17 -18 18 -20 23 21 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=-0.11709497686657003 0.013533656855909508 0.1068065271692912 -0.11119656873224811 -0.15640008486975993 0.055651189454207883 -0.0034150517094392076 0.07832742823062866 0.075348416440395707 0.08108501082037739 -0.092333662548999315 0.043045633659767844 -0.11858231316113364 0.092542945182333081 -0.10853039291120692 0.022015937509606318 0.054926170104739186 -0.039807731905822055 -0.044945031776880862 -0.20427779406418375 0.0049099731583039721 0.021981584420750142 0.024946329340512871 -0.11144072227783011 -0.020935109463858681 0.07129341358145512 0.026222252278710098 -0.12633279907498787 -0.0024550240667661309 -0.083414284272655626 -0.012557290845023881
leaf_weight=0.56273091506591189 0.91533878911287248 0.48736651241779327 0.33711005015356932 1.3197973914211609 3.4511227030307046 2.7478066097246483 1.6359921184121038 1.3285818743752358 3.0604959549382329 2.5782187730073858 3.1540662534534931 1.1677531162276862 1.0641014622524383 0.97743945773982011 1.1570788464887298 1.2357844375073908 0.83814941027958401 0.63885241874959298 0.38284081593155861 158.3878119006913 0.41471080214250811 3.2019562730565667 0.92701241416216362 3.0651669821236274 2.3397387287113807 0.95299790720309729 1.8448231640213633 55.757610895554535 3.1670683530246606 30.830632407960366
leaf_count=81 25 3 138 23 38 39 18 17 31 24 18 30 8 134 25 8 30 47 6 2373 13 25 53 44 18 17 28 515 97 707
internal_value=-4.08783e-05 -0.0369984 0.0176699 0.0001368 -0.000695972 -0.0507904 0.0117565 0.00558972 0.0355358 -0.0107453 -0.0220718 0.00201601 -0.0276219 0.00558596 -0.0377639 -0.00840084 -0.111115 -0.0488021 -0.104649 0.000233703 0.0222326 -0.00315028 -0.0702015 -0.000452388 -0.00754533 -0.00336348 -0.060536 0.000515027 -0.0580546 0.00206391
internal_weight=289.93 1.38721 0.824477 288.543 269.246 4.90575 19.2965 17.6606 6.23331 11.4272 10.0987 7.52044 4.36637 3.19862 2.13452 3.17282 2.15795 1.93703 1.02169 264.341 7.9948 4.54368 1.34172 256.346 67.1274 62.2174 4.90999 58.0973 4.12007 189.218
internal_count=4633 222 141 4411 4020 92 391 373 117 256 239 215 197 167 159 86 53 78 53 3928 129 91 66 3799 719 647 72 533 114 3080
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=0 0 1 3 0 4 2 2 4 0 3 2 2 4 2 4 3 1 1 1 1 3 2 4 2 3 2 0 0 1
split_gain=0.206241 2.41299 1.62552 1.2343 1.20089 1.5684 0.890848 2.50924 1.60013 1.95234 1.42691 1.22126 2.8247 1.62229 2.20916 1.7317 2.51121 1.31274 1.10821 1.08963 2.93574 1.35784 1.92957 1.14369 1.83666 0.973622 0.921184 2.0929 3.90844 1.13859
threshold=87.261973998100004 86.866770652900016 62.116825104000007 0.088565000000000019 87.727077254650013 41.444941515100005 -0.053874999999999999 -0.036264999999999999 41.873095646600007 85.683849075550015 0.10214000000000002 -0.064729999999999996 -0.072755 41.32819714970001 -0.08158 40.574766824850009 -0.078164999999999998 62.041548276350007 62.111448187750007 62.111448187750007 62.186725015400008 0.082025000000000028 -0.087660000000000002 42.580420142950011 -0.23265499999999997 0.097645000000000023 -0.088274999999999992 85.732241321850012 85.398872513700013 62.036171360100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -2 11 -8 -9 10 -10 12 13 15 19 25 -17 -18 -16 21 -21 22 23 -15 -25 -1 27 28 -23 -29
right_child=4 2 -4 -5 -6 -7 7 8 9 -11 -12 -13 -14 14 18 16 17 -19 -20 20 -22 26 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.019110155908179608 0.087601743241531138 -0.14921848944046809 -0.00019978962038572708 -0.043950966794566976 0.00044776448969727667 -0.006663938372829227 -0.082181284395952403 0.014932037696611528 -0.069092716508272312 -0.12132284137882732 0.07760107393347615 0.047030464610386617 -0.085127897356483878 0.063859204161994074 0.029868985592107079 0.055096465730033621 -0.13931018726243063 -0.042101497553261397 0.10402981756803185 -0.089021333331482211 0.02635037080984309 0.044490393812646342 -0.14790198764689097 0.0034476823564661332 -0.12558239338720698 0.031066435333317901 0.046151220999507379 0.0064494376988431697 -0.12650439241853481 0.076241081511954426
leaf_weight=9.2207672294680396 3.6923466026782981 2.2297041267156592 2.8766627381555736 2.2257451489567757 161.93095271697166 3.3813821792427916 4.6902412343770292 15.25897123408504 1.2876201737963122 2.1760645736940205 1.3671170687302945 6.4512037253007284 3.5715229529887429 2.029107595793894 4.4716299027204496 1.5510503998957572 2.6728901027236125 2.892612524330616 3.6677011922001839 3.9470216948539001 4.9989017155021429 2.6782750799320665 1.0118600497953654 5.7684757422539308 1.3640462729381493 6.6604851314332327 12.344878035597501 5.2702725529670698 2.6685851868242025 4.2006949335336685
leaf_count=249 28 28 18 12 3011 40 38 166 140 40 14 42 26 14 23 63 38 14 79 34 105 28 24 131 26 46 59 26 48 23
internal_value=-3.89734e-05 -0.00321759 -0.0587977 -0.0966315 0.00220958 0.0425409 0.000413785 -0.016323 -0.000947459 -0.0511058 0.00645057 0.00515679 0.0018214 0.00583257 0.0152428 -0.0164355 -0.0574276 -0.088787 0.0632869 0.00679354 -0.0245527 0.0143042 -0.0168567 -0.00238332 -0.0212284 0.00193355 0.0259752 0.00916636 -0.0408521 0.0374044
internal_weight=288.559 119.554 7.33211 4.45545 169.005 7.07373 112.222 24.78 20.0898 4.8308 2.65474 87.442 80.9908 77.4193 54.4214 22.9978 7.11655 5.5655 8.13933 46.2821 8.94592 37.3362 10.1735 9.16163 7.13252 15.8813 27.1627 14.8178 5.34686 9.47097
internal_count=4633 1554 58 40 3079 68 1496 398 360 194 154 1098 1056 1030 620 410 115 52 102 518 139 379 195 171 157 295 184 125 76 49
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=4 3 1 4 4 2 4 4 3 2 4 1 1 3 0 0 4 0 3 4 3 0 3 3 3 0 4 2 2 3
split_gain=0.191521 0.487374 0.546684 0.589423 0.641458 0.350854 0.286116 1.04011 1.20078 0.694946 0.650265 0.562423 1.20114 1.01858 0.942337 1.14978 1.39296 0.73997 0.759545 0.347377 0.665594 0.755119 0.413706 1.22742 1.14795 1.0892 0.838125 0.718456 5.06295 1.57217
threshold=32.724174661450007 -0.225495 55.976386734050003 30.518512326550006 29.850823923150003 -0.074029999999999999 36.558960102350007 37.041406607950009 0.090465000000000031 -0.011849999999999999 36.377496227400009 65.571493801650021 65.509659264600018 0.10336500000000003 91.886121982450007 94.165934477050016 35.119813570500007 97.789976036950009 0.10821500000000002 37.765550062200006 0.095830000000000012 91.109157582800023 0.094780000000000017 0.096480000000000024 0.095830000000000012 100.69082235970002 40.574766824850009 -0.036264999999999999 -0.053874999999999999 0.10787500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 10 8 9 -8 11 12 13 -2 -13 -16 17 -17 -19 20 21 -9 -21 24 -24 27 -27 28 -25 -29
right_child=6 2 3 -5 -6 -7 7 19 -10 -11 -12 14 -14 -15 15 16 -18 18 -20 22 -22 -23 23 25 -26 26 -28 29 -30 -31
leaf_value=-0.10211939081551041 -0.027588838565060739 0.10706454068382867 -0.10863707358874726 -0.13434825783912785 0.089086914116891014 0.092388658663505388 -0.14649605124373438 0.046105533117818676 -0.003202170751334429 -0.025707932138215889 0.07406832627549724 -0.052374351556577763 0.10684088030115371 0.080404398916764125 0.069268564650746281 0.076040017377554142 -0.11116857428543865 -0.10833328441188216 0.017798552237544899 0.0019896771428558262 0.055884585402364323 -0.03688551830253832 -0.018682338388087482 0.0014988088092817518 -0.1199427299660959 -0.13580856738134869 -0.028311590227033806 0.048719831391466434 -0.15105382289810568 -0.010408057113978179
leaf_weight=0.11750166453566635 2.9925739406026031 0.18117509782314201 0.31843769164697711 0.80668277576114633 0.33848460907393019 0.44000403822428813 1.3481739108901822 1.8334214081987728 2.75145056162728 0.73655830009374668 1.5640752126055293 3.2136102789081615 1.5501429745927451 1.2333126580342648 2.3983759144321084 1.2802846534177663 1.1557831337559035 0.67135276562476098 1.6527692849922457 187.51788481137191 3.215921547205653 2.7271647767120157 3.0560152889520387 37.057518121087924 1.7668199828767681 0.94994509292882767 3.0669986335706199 8.2791857998818177 2.3112087841145685 9.8434905724134278
leaf_count=79 82 1 84 50 13 14 37 28 39 16 18 29 11 19 18 10 80 82 23 3080 33 68 44 326 28 35 79 54 27 126
internal_value=-3.25841e-05 -0.0294087 -0.056797 -0.0770809 -0.00675817 0.0513935 0.000195074 -0.000623011 -0.0465756 -0.10382 0.0125023 0.00653913 0.0315478 0.00392867 -0.00738761 0.0128078 -0.0156395 0.0149927 -0.0186363 0.000226429 0.0210452 -0.00352192 -0.000411342 -0.00719901 -0.0557785 -0.00338992 -0.053733 0.000127569 -0.00745706 0.016604
internal_weight=286.376 2.20229 1.64478 1.46361 0.656922 0.557506 284.174 266.462 4.83618 2.08473 17.7123 16.1482 5.77603 4.22589 10.3722 7.15857 4.76019 3.60441 2.32412 261.626 7.77651 4.56059 253.849 66.3312 4.82284 61.5083 4.01694 57.4914 39.3687 18.1227
internal_count=4633 241 148 147 97 93 4392 4020 92 53 372 354 112 101 242 213 195 115 105 3928 129 96 3799 719 72 647 114 533 353 180
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=1 0 3 3 1 4 3 1 0 0 1 4 1 2 0 2 2 3 0 1 3 4 0 2 3 3 0 2 1 2
split_gain=0.21395 1.61221 0.974947 1.77851 0.914137 0.598847 1.1535 2.25736 1.60266 1.54496 1.11623 1.09994 1.33005 0.9622 1.26302 0.868192 1.01628 0.864558 1.1818 0.835395 0.767489 0.736285 0.728028 0.641614 0.531962 1.73562 1.05693 0.697041 0.673698 0.574667
threshold=77.852370541550016 99.403050915200012 0.087700000000000014 0.091705000000000023 73.007768990450018 42.527280425250005 0.09117500000000002 78.962703749400006 102.75018128760001 99.88966183685001 79.728914316550018 44.749265482150008 82.49264927465002 0.22387500000000005 100.69082235970002 -0.088880000000000001 -0.156745 0.074735000000000024 104.25302938255003 80.677940036650014 -0.16179999999999997 39.476991512000005 100.69082235970002 -0.24023999999999998 0.086255000000000026 0.081515000000000018 102.90611185915002 -0.18437499999999998 81.339300736700025 0.067985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -2 21 -9 -11 12 19 23 -15 16 17 -13 -19 -7 -17 -8 -23 -12 25 26 -25 -28 -29 -27
right_child=5 2 3 4 -6 11 8 9 -10 10 13 15 -14 14 -16 20 -18 18 -20 -21 -22 22 -24 24 -26 29 27 28 -30 -31
leaf_value=0.00019151313074968875 0.095691131892777975 -0.11431262695115657 0.048021105469591659 0.0082372805144707885 -0.11474346124612296 -0.055436104957046185 0.042791481124564157 -0.14199088384028477 -0.10678744520722926 -0.13159037545334801 -0.10288065327499703 0.050335926302231895 -0.10725172941712674 0.10576633224624717 -0.10653743196798025 -0.03596913273343854 -0.10642689372551742 0.075479871156700601 -0.10883884747554895 0.030316277992756657 0.063584978188898217 0.02383665167568606 -0.051881636246613155 0.10673498235211916 0.083099025267744819 -0.13690166746852081 0.092297529911468501 0.030871203702599395 -0.11883158270855253 -0.0018500552344506535
leaf_weight=237.7138528469477 4.2451405820320387 1.7425796125899058 1.900955740973586 0.87251149304211173 1.9670779136940835 2.1363512151874593 3.3956583639373985 0.63389846729114552 1.457723325180267 0.46890558488666911 0.30310491371710035 2.0379117660922925 2.0229173911720864 0.38357803667895396 1.0399148159340255 0.97161259956192214 1.0036074693489352 0.51807438326068211 1.058767083508428 2.4262926473165862 3.8147467122762455 2.339098789729178 2.7778503887820989 2.170633777976041 2.5272726333932951 0.68311021682893602 0.58734167367946932 0.62996408436447937 0.57499045228905743 0.58481782197486609
leaf_count=2933 38 84 14 7 60 38 42 8 202 12 124 27 209 3 98 20 137 10 96 16 80 20 32 10 103 48 11 3 134 14
internal_value=-3.0477e-05 -0.00115034 -0.0503515 -0.02684 -0.0769556 0.00667326 0.0164016 0.0340824 -0.00990182 0.00938003 0.0190201 -0.00841668 -0.0397591 0.026466 -0.0493295 0.0135306 -0.0174004 0.00731706 -0.0482806 -0.00983527 0.0433759 0.00668915 -0.0172687 0.0398503 0.0454267 0.0272255 0.0598076 0.00297435 -0.0405652 -0.0746106
internal_weight=284.99 244.197 6.48312 4.74055 2.83959 40.7933 24.803 14.8327 9.97033 10.5875 9.95363 15.9903 6.58556 9.48473 1.42349 9.40472 4.61836 3.61475 1.57684 4.56264 4.78636 8.51261 5.11695 8.06124 7.75813 5.23086 3.96293 1.7923 1.20495 1.26793
internal_count=4633 3098 165 81 67 1535 902 606 296 568 560 633 263 548 101 370 270 133 106 54 100 94 52 447 323 220 158 148 137 62
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=2 3 3 2 1 3 1 1 1 1 0 2 3 3 3 4 4 1 2 3 0 1 2 2 4 4 0 2 0 4
split_gain=0.224686 0.550659 0.742953 0.50604 0.49795 0.744097 0.37574 1.33685 0.652743 0.511807 0.774202 0.275601 0.831885 0.935526 0.559512 0.462936 0.944911 0.449897 0.427016 0.246982 0.61744 0.619189 1.12606 1.91144 1.34657 2.1165 1.01023 0.576774 0.548285 0.530828
threshold=-0.58319500000000002 0.12376500000000003 0.10787500000000003 -0.63026499999999996 62.079186690200011 0.09721500000000001 67.923894665750012 69.633754036750005 72.04530097975001 78.27445846800002 101.11291028615001 -0.27494999999999997 0.10487000000000003 0.096095000000000028 0.094780000000000017 39.571921479100006 39.683197198900011 63.910026677050006 -0.25572 0.10487000000000003 85.732241321850012 61.966271448700006 -0.036264999999999999 -0.063379999999999992 41.037275035300006 40.467253020850002 89.980005167950011 -0.071969999999999992 86.345209775600011 41.087689990200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 -8 -9 -10 -11 12 13 14 15 -2 -17 -18 -13 -20 27 -22 23 24 25 26 -23 -21 -26 -24
right_child=11 -3 -4 6 5 -7 7 8 9 10 -12 18 -14 -15 -16 16 17 -19 19 20 21 22 29 -25 28 -27 -28 -29 -30 -31
leaf_value=0.032755867520755953 -0.1146496514955675 -0.05622330362192101 0.090251038492225183 0.077530872437797216 -0.15128275525243376 0.018337098860912799 -0.14813406663771386 0.1089618541368356 -0.027960108434323994 0.092919375196663212 -0.074704262048371994 0.048441725384429299 0.077155162638213315 -0.14716387682124407 0.057234673149213357 0.11892553040531324 0.015615595576191275 -0.11521946970153729 0.00068997446565533373 -0.011827239500307717 0.026005107213667653 0.013649853325559897 0.027710991989167669 -0.1278761191124502 -0.0069460584686511524 -0.1575161484091655 -0.079030458916992188 -0.092733437865881452 0.064326845210438674 -0.01269079177606075
leaf_weight=0.62906098668463428 0.65897200087056296 0.97604515240527767 1.3809729553177019 1.0863404609262914 0.61162816366413586 0.44811486080288887 0.46716239675879467 0.84053577482700337 1.6838989778771067 1.1381116062402723 0.36355765714688448 1.7950629668775935 0.66117394645698357 0.71601731389819168 0.71536749285587564 0.39337238669395436 0.44355949340388157 0.64502113109483616 232.11554410816825 1.9863049933919685 5.6981558799743679 3.6449136286973971 7.4509365241774486 1.7739196643233288 2.2340699657797813 1.3210338726639745 1.736381639857427 1.5836470865178842 2.0882081501767971 5.770670863072155
leaf_count=3 57 21 21 7 42 5 5 4 36 7 93 34 19 40 16 1 20 97 3677 23 25 19 83 25 20 14 83 29 22 85
internal_value=-3.82114e-05 0.0149782 0.023013 0.010238 -0.0377227 -0.0795586 0.0247544 0.0119946 0.0305749 0.0098919 0.0523373 -0.000566822 -0.0258833 -0.044954 -0.0193319 -0.0449158 -0.0139077 -0.0619086 -0.000168689 -0.000495008 -0.00828947 -0.00385176 -0.0103901 -0.0315342 -0.0160322 -0.0440979 -0.0162553 -0.0477176 0.0274878 0.0100773
internal_weight=283.058 9.62543 8.64938 7.26841 1.6888 1.05974 5.57961 4.49327 4.0261 3.18557 1.50167 273.432 4.23348 3.57231 2.85629 2.14093 1.48195 1.08858 269.199 267.404 35.2882 31.7183 26.0201 12.7985 11.0246 6.70233 5.3813 3.56995 4.32228 13.2216
internal_count=4633 244 223 202 50 47 152 145 140 136 100 4389 250 231 191 175 118 117 4139 4105 428 376 351 183 158 116 102 52 42 168
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=1 1 4 1 4 2 3 0 0 0 0 0 2 2 2 4 4 3 4 3 3 3 2 2 0 0 0 2 4 2
split_gain=0.20471 1.23664 1.4392 1.31768 1.03503 1.76128 1.35468 1.01575 1.16932 0.967784 1.39769 1.28003 1.5807 2.0244 2.05683 1.80317 2.10769 1.22024 0.94993 0.861571 0.780178 0.876903 0.67681 1.99892 4.87179 2.85474 2.37099 2.27809 1.7659 1.45025
threshold=61.987779113750001 62.041548276350007 41.909642283050012 62.046925192600007 41.542492784600007 -0.064729999999999996 0.081775000000000028 86.103248543850015 85.799452775150016 86.866770652900016 86.538778761000017 85.931187223550012 -0.082275000000000001 -0.095074999999999993 -0.10771499999999999 41.559097512700014 43.847983878700006 0.08674500000000003 42.876019054300009 0.10385500000000002 0.092185000000000031 0.08376500000000002 -0.095854999999999996 -0.081844999999999987 97.491557184450016 93.72771580185001 87.842680954300008 -0.088274999999999992 41.685324604100011 -0.084729999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -3 5 6 -2 8 -4 10 11 12 13 14 -1 19 -17 -13 -9 20 21 -14 -5 24 25 26 28 -28 -24 -26
right_child=1 3 7 22 -6 -7 -8 18 -10 -11 -12 17 15 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 29 -27 27 -29 -30 -31
leaf_value=0.0059325167120663751 0.033996764703307314 -0.075060476345786359 -0.010467019762510797 0.0073282864824270729 0.09329379358100251 0.057508203654839642 -0.083643261915711919 -0.025788192366007923 -0.13337375934208814 -0.059570361819426314 0.049483878115191962 -0.095638179017926678 0.041330428172587544 0.052404670997283256 -0.10771194770833488 -0.13497212453333424 0.060262348447298442 -0.014530719803885546 0.05082523638264437 -0.059823915919613148 0.044620922778307349 -0.079449650489188561 -0.013911783068693704 0.002273173070182829 0.042619709223220087 -0.12417886709114234 -0.049104634335348313 0.05638483288002108 -0.1179577335621238 -0.043178730794562997
leaf_weight=13.685580074405147 1.9329281125101254 2.393282131291925 2.458488603122531 72.458465205114408 3.1647666767239562 7.3205093862488892 1.9832236282527445 2.8975225063040853 1.1297999043017624 3.1353073865175238 4.7158674076199523 2.9073700830340368 1.0356040687765946 8.9708810122683662 1.8023205525241781 2.5760021788009904 0.70410248765256245 5.124073201790452 3.6659926176071167 2.1275346931070089 3.5039838086813688 1.4327840177575124 2.6259979717433515 99.065224703312197 9.2774987089323968 4.7717375389765939 4.3205550834536552 3.8906027749180776 4.3061196316266432 2.501211722046718
leaf_count=416 25 19 51 1635 11 48 15 25 18 28 21 37 29 40 26 123 39 33 23 18 23 25 13 1531 107 92 32 20 51 59
internal_value=-3.7482e-05 0.00123999 0.0224515 -0.00129301 0.0427786 0.0285511 -0.0255787 -0.00638464 -0.0491651 -0.00572231 -0.00224744 -0.00780834 0.000277862 0.0146031 -0.00729224 -0.0305111 -0.0930634 -0.0438915 0.0170036 -0.00518015 0.0142856 -0.0287768 -0.000424254 -0.00472023 -0.0265795 -0.0567316 -0.0354785 0.000878282 -0.0785434 0.0244004
internal_weight=281.885 230.164 24.5532 205.611 14.4014 11.2367 3.91615 10.1518 3.58829 51.7214 48.5861 43.8702 35.8388 24.4588 15.4879 11.38 3.2801 8.03144 6.56352 8.09991 5.97237 2.46839 203.217 130.759 31.6937 19.915 15.1433 8.21116 6.93212 11.7787
internal_count=4633 3775 216 3559 99 88 40 117 69 858 830 809 739 482 442 257 162 70 48 95 77 54 3540 1905 374 208 116 52 64 166
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=0 2 2 4 0 1 4 1 2 2 3 3 3 1 2 4 1 4 3 2 0 4 4 3 3 1 0 2 4 1
split_gain=0.18943 0.469525 1.00151 0.728751 0.438168 1.34989 0.97557 0.817204 0.804348 0.85595 0.820604 0.764449 0.429293 0.373083 0.895698 1.10344 1.1873 0.936091 0.802725 0.636689 0.833603 1.97785 1.79231 2.46221 2.27071 1.92902 1.74736 1.34292 1.28526 1.15372
threshold=113.1679565431 -0.088274999999999992 -0.013285 46.095286511800005 109.03310793845002 82.299080289250014 44.749265482150008 83.75622459600001 0.20852500000000004 -0.15962499999999999 0.081235000000000016 -0.17949499999999999 -0.24665999999999999 80.538140213850014 0.09450500000000002 39.476991512000005 82.788379669050016 42.388109226950007 0.085715000000000027 0.70681500000000008 97.789976036950009 42.455548714850003 39.955516828000007 0.092385000000000023 0.12001500000000002 72.62331947780001 97.491557184450016 -0.22573999999999997 40.94178426300001 75.629015667650023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 12 7 -6 11 13 9 10 -9 -7 -2 19 15 -15 17 -17 -19 20 26 22 25 28 -25 -22 29 -23 -24 -1
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 18 -20 -21 21 27 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00026134529065003031 0.074571100676723387 0.067721111591294611 -0.10541187441689169 -0.12500450057041615 -0.12331075593174655 0.064472318772283863 0.095802745399358472 0.078513814607578836 0.071628652305730178 -0.10802622278608363 -0.10833775278293252 -0.10334464149516265 -0.10353594853145981 0.075516206935920316 -0.028922588866627786 -0.023223707542150258 -0.070718992443483994 0.010631672683333475 0.090162004794996711 0.061081223151055145 0.042756167255025936 0.0069210714965674512 0.086909900194522841 -0.095511053280735475 0.048622902590436029 -0.085433328675479828 0.050850858597094852 -0.11823673430086233 0.010351320149638757 -0.058038495465581041
leaf_weight=217.75094978928246 0.42084799414442386 1.0666334053021271 0.48650868532968061 0.85713788511930034 0.47469682106748168 0.53770329791586902 2.176290686475113 0.60966026392998229 0.47409717101254489 1.9088572666078099 0.38250398101808969 0.54816431176732261 0.19947238875647622 3.479653368471193 3.6086973830242632 2.6063588690012676 1.5397365270182488 2.5315139475860633 2.5449864342808723 1.6646012780256558 1.6033628676086724 1.212077211239375 4.0879853665828687 3.0304435277357689 1.7096665436401961 4.3826869442709722 6.7909363568760446 2.9289449023199259 4.7300397795625031 3.4481851739692493
leaf_count=2687 38 58 144 59 26 20 34 30 20 177 47 167 164 53 82 36 76 36 10 38 8 36 26 45 19 171 43 121 36 126
internal_value=-3.58506e-05 -0.0249013 0.0134887 -0.0652577 0.00023643 0.0342471 0.0571743 -0.000229068 -0.0491303 -0.0688652 0.00647789 -0.0202445 0.0172984 0.00038301 0.0150423 0.0275327 0.00942873 0.0254913 0.0505024 -0.000560811 -0.000968516 -0.0188243 -0.00552273 0.0145991 -0.0435247 -0.0510978 0.000886467 -0.081603 0.0458434 -0.000647468
internal_weight=279.793 3.0306 1.55314 1.47746 276.763 3.73686 3.26216 273.026 3.37512 2.90102 0.992164 1.08587 0.62032 269.651 16.3109 12.7022 9.2226 7.68286 5.0765 253.34 251.675 23.6852 19.5442 13.5581 4.74011 5.98605 227.99 4.14102 8.81803 221.199
internal_count=4633 463 202 261 4170 247 221 3923 274 254 77 187 202 3649 293 211 158 82 46 3356 3318 462 305 126 64 179 2856 157 62 2813
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=2 2 4 4 1 1 1 3 2 4 0 4 2 2 2 3 0 3 3 4 1 4 4 2 2 3 3 2 4 4
split_gain=0.193581 0.479694 0.837404 0.351482 0.559255 0.486591 1.25424 0.278744 0.256637 0.745432 0.67255 0.79302 0.591187 0.541057 0.306382 1.38596 0.28426 0.234745 0.935664 0.834272 0.979744 0.811536 1.91196 1.59091 1.12889 0.984106 0.769329 0.701997 0.932296 2.21538
threshold=-0.58319500000000002 -0.63026499999999996 40.574766824850009 39.852039223600009 78.290589216800015 75.629015667650023 78.27445846800002 0.09721500000000001 -0.27494999999999997 35.476804824450006 87.261973998100004 39.065416244600009 -0.51760499999999998 -0.26416999999999996 -0.25224999999999992 0.67135500000000015 98.031937268650012 0.10249000000000003 0.10336500000000003 42.876019054300009 62.334590212600006 41.037275035300006 40.574766824850009 -0.059424999999999999 -0.033594999999999993 0.10602000000000002 0.10176000000000003 -0.072755 40.250747516500006 36.654713368950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 -5 -7 -1 9 -2 -11 -12 16 -10 15 -15 -13 26 -19 21 -21 22 27 -23 -25 -26 -16 28 29 -20
right_child=8 3 -4 5 -6 6 -8 -9 13 10 11 12 -14 14 17 -17 -18 18 19 20 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0092122313092291973 0.082132922617221923 -0.063363186227714793 -0.083685034701583061 0.063584981194417509 0.057907852566714726 -0.12750127231794797 0.061722925570661828 0.077580613571239271 0.071479140102227431 -0.14256231005129635 -0.11481907409227557 -0.10872387141427645 0.047105432867412055 -0.11311203344510548 0.00035560642336012502 0.11690057658833915 0.013228596211818293 -0.059270221955663588 0.024638719620057092 -0.12696513226182557 -0.0069666298461778537 0.048873163151371718 -0.082242875065495422 -0.093180522694290807 0.081261055007161756 -0.018889155534969816 0.045530829912365928 0.015012161263801527 0.038961515719299671 -0.10654439080285222
leaf_weight=0.85294123174389846 0.55240542275714632 0.90284033017814891 1.193957590323407 3.3564183772541583 0.65699926102388417 0.53789561474695791 1.0043423726601757 0.65356715675443411 1.0504848918062624 0.56681416340870816 0.71285904324395266 0.48997256986331317 1.3557526205840975 0.93748744982440146 214.53727601691571 0.36355847120285034 0.3133768655025051 3.161862115841358 2.39481471864383 1.1369472636142739 1.6943799021464654 8.1984564037993533 3.2170474466402075 1.495587141951545 1.288332939147949 4.1150783377233893 3.8371646241284898 12.597102536299648 1.7272439878433941 2.7837346450978657
leaf_count=35 28 24 23 27 38 17 66 14 17 100 54 25 19 70 3529 1 24 27 47 22 28 48 27 19 4 73 26 139 11 51
internal_value=-3.75998e-05 0.0142587 -0.0211333 0.0290571 -0.0122842 0.042221 -0.00427394 0.028441 -0.00052522 -0.0256937 -0.043015 -0.0233682 0.00682559 -0.000145492 -0.00043105 -0.0488383 -0.0611517 -0.000190837 -0.00687128 -0.00279543 -0.0551532 0.00112452 -0.0108169 0.019095 -0.016292 0.00498961 0.0011494 0.000964966 -0.024659 -0.0458789
internal_weight=277.687 9.15896 2.70047 6.4585 1.55984 4.89866 1.54224 1.50651 268.528 3.99118 3.43878 2.87196 2.1591 264.537 263.486 1.30105 0.803349 262.185 43.8106 40.6487 2.83133 37.8174 22.7199 15.0975 6.899 5.40341 218.374 19.5029 6.90579 5.17855
internal_count=4633 244 72 172 62 110 83 49 4389 250 222 122 68 4139 4122 71 49 4051 496 469 50 419 275 144 96 77 3555 248 109 98
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=2 0 1 4 0 2 0 2 2 2 2 3 0 4 4 0 2 0 0 1 0 4 3 2 3 2 4 4 0 0
split_gain=0.187463 1.54844 2.49926 2.08588 2.00162 1.94265 1.82212 1.81978 2.093 1.50661 1.44581 3.86296 1.36501 2.53456 4.17158 1.28808 2.43728 1.40672 1.39227 1.23851 1.23451 1.11579 0.986277 0.900789 1.13637 1.81475 0.818403 0.868666 0.776492 0.756277
threshold=-0.06828999999999999 86.345209775600011 63.910026677050006 42.283941020600004 88.729872137350014 -0.016014999999999998 87.261973998100004 -0.017745 -0.051199999999999996 -0.060989999999999996 -0.072755 0.094385000000000011 93.308316333500017 40.099856909850011 41.873095646600007 94.047642319350018 0.011900000000000003 94.770837556450019 95.050437202000012 61.993156030000002 85.968825637350008 36.016191615950007 -0.22831499999999999 -0.0098449999999999979 0.086375000000000021 0.11061500000000003 38.911218973650008 36.165040341950011 85.866664228400012 86.264556031700025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 7 3 5 -4 -3 -7 8 20 -6 29 -12 13 26 -15 16 -14 21 -19 -10 -2 -17 -20 -9 25 -25 27 -11 -26 -1
right_child=1 2 4 -5 9 6 -8 23 19 12 11 -13 15 14 -16 17 -18 18 22 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.0092313888653898953 -0.047825422575128021 0.09159027092639771 -0.15853867776215116 -0.0092483060142920289 -0.11388376685295741 -0.028426428190678421 0.082027161330601117 0.058719109624721461 -0.054598153675265881 0.027985889746412015 -0.14998279743859852 0.020858476736475898 0.10003152597383827 -0.20407451796404319 0.009820133079741512 0.016852062785920979 -0.032545917119712518 0.10300636188580164 -0.088118008803402731 -0.15035261445349921 0.046368044178392659 -0.13247495165546957 0.0084857337355882731 -0.16241470844327865 -0.024060507526501088 0.017238921634661446 0.056765446319692742 -0.055313010740287577 0.046417844906222729 -0.004977611724680581
leaf_weight=55.335962520985049 2.9902644422836602 8.4424226544797421 0.79224069369956751 6.0828186832368365 1.1083022714010429 3.578611634671689 2.5633657276630402 2.7486771557596503 3.688692007679494 2.372294567525385 2.3307964532286851 3.0626378372471663 4.018179014325141 1.8004325376823547 1.8473824268439782 0.81772034615278189 2.1173178166500293 1.5262568771140639 1.0921381790831137 2.1312009516404942 2.6022731885313988 1.2894207567442206 32.703042670833391 1.0699970563582595 2.8433333935681731 1.1849413464078677 2.2351125124841928 2.6508005037903786 3.4722582912072539 115.94764584505538
leaf_count=881 30 57 15 38 32 24 24 37 32 20 33 32 24 28 55 4 37 9 77 43 12 48 662 129 67 20 31 21 27 2084
internal_value=-3.55391e-05 0.00342978 0.010197 0.0399438 -0.000709054 0.0604606 0.0176716 -0.0195045 -0.0476827 0.00154072 -0.0019924 -0.0529713 0.00388926 -0.0277495 -0.0957507 0.0118099 0.05428 0.00484792 0.00958303 -0.0896627 -0.0039961 -0.0745255 0.00536385 0.00890579 -0.00706998 -0.068009 0.0064264 -0.0159728 0.0146879 -0.000387162
internal_weight=276.447 99.7695 77.0379 20.6672 56.3706 14.5844 6.14198 22.7316 11.4124 55.5784 176.677 5.39343 54.4701 10.906 3.64781 43.5641 6.1355 37.4286 35.3214 5.81989 5.59254 2.10714 33.7952 11.3192 8.57053 2.25494 7.25821 5.0231 6.31559 171.284
internal_count=4633 1603 1206 143 1063 105 48 397 117 1048 3030 65 1016 155 83 861 61 800 748 75 42 52 739 280 243 149 72 41 94 2965
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=0 0 4 4 4 1 2 2 4 4 0 0 0 1 0 2 2 4 1 3 3 3 3 4 3 3 2 0 1 4
split_gain=0.194615 1.22284 0.637642 1.25341 1.77614 1.5359 1.37019 2.39877 1.1366 1.089 3.04484 1.12517 1.08988 2.17927 1.07558 1.18533 0.863726 0.712924 0.918555 0.772862 0.68272 2.17273 0.671176 0.993686 0.648449 1.0194 1.18042 0.750094 0.626258 1.38303
threshold=85.732241321850012 85.769879735700016 41.16018805045001 42.759119507950011 43.847983878700006 61.885617704800005 -0.088039999999999993 -0.23265499999999997 42.686561923500008 41.873095646600007 85.431134011250023 84.546631286350006 85.662341410450011 58.613764160050003 85.683849075550015 0.20852500000000004 -0.084259999999999988 35.119813570500007 61.076391807500009 0.12001500000000002 -0.25098999999999999 -0.53179999999999994 -0.15849499999999997 48.914776625700007 0.099855000000000027 -0.08138999999999999 -0.016679999999999997 75.994645973400011 61.987779113750001 40.574766824850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 8 5 -5 7 20 9 12 11 -11 13 -4 15 17 -8 18 -1 24 21 -6 -22 -24 25 27 -27 -19 29 -3
right_child=1 28 3 4 6 -7 16 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.071644525979801421 0.057034236096831642 0.017087863593144743 0.090653606451550447 0.014824851552828861 0.063044117814373898 -0.12291530837768323 0.12405778751206982 -0.12465039952005474 0.10216423814786263 -0.055223667623801521 -0.12476616583276273 0.08831578045480204 0.079586461700603142 -0.080799753722603979 -0.15536551429617776 0.090330252579578454 0.012148729155910474 -0.10277718800246899 -0.10836450738674126 -0.1340061404975226 0.086328010270345437 -0.12507779283396742 0.046554573376382871 -0.07565352553482553 0.0049840911813536365 -0.14221356170495758 -0.0040966424190697409 0.048445889199531723 0.0017211980451055039 -0.037239031795259753
leaf_weight=1.2580587620250252 3.838440738618373 7.511519719380888 1.3466223946306874 1.2005191238131367 1.1903290930786172 2.4858028970193118 1.2596296072006228 1.6916109455050898 1.6626138787250955 0.78483838820830021 1.8014704056549815 1.7953089913353322 3.2980706989765167 1.6493357180734163 0.61376623809337694 0.90374583273660469 1.5242255743796711 0.45377985353115624 0.36593050228839263 0.81272938847541798 1.4926983034238182 1.2678876245045065 1.908185597945707 1.0215413551777599 2.9498821180313826 1.7516072462603918 0.95679146458860609 1.1833891861606387 211.98409003282723 12.457371147116644
leaf_count=75 18 55 25 64 18 86 3 31 9 60 37 14 13 28 5 13 51 134 36 12 12 26 93 28 25 64 25 13 3469 91
internal_value=-2.50885e-05 0.00105281 -0.00660437 0.00163079 -0.0177464 -0.0780577 0.00183128 -0.0179635 0.0252549 0.0132771 -0.0250022 0.0446534 0.0399255 -0.00373495 -0.026648 -0.0192201 0.062785 -0.0293931 0.0310834 -0.041506 0.00826549 -0.0339845 0.0317503 0.00394288 -0.0312013 -0.0557648 -0.0934212 0.00653086 0.000126413 -0.0168034
internal_weight=274.422 235.791 38.6304 27.3807 15.0424 3.68632 11.3561 8.57225 12.3383 10.6756 4.38162 2.58015 6.29403 2.99596 11.2497 10.6359 2.78386 9.73217 1.62399 8.10818 6.88064 2.45822 4.42243 2.92973 7.29545 4.34557 2.7084 1.63717 231.953 19.9689
internal_count=4633 3633 1000 598 412 150 262 208 186 177 111 74 66 53 402 397 54 384 111 273 177 44 133 121 261 236 89 147 3615 146
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=4 3 1 0 0 4 2 2 2 2 0 2 2 2 3 4 0 1 2 1 4 2 0 2 4 1 1 0 4 4
split_gain=0.173153 0.667167 0.622184 0.93793 0.505337 0.289842 0.514864 0.747013 0.204842 1.99024 1.72746 1.38971 1.37459 1.36764 1.99775 2.03059 1.32335 2.08941 1.91074 2.08338 1.83479 1.81021 1.56316 1.3959 1.82787 1.6123 2.88173 1.1265 2.17525 3.77807
threshold=33.036871954450007 0.088565000000000019 72.209296925700016 92.773313165550022 80.503190258150013 34.424709467050008 -0.117885 -0.053874999999999999 -0.079369999999999996 -0.077085000000000001 94.75470680765001 -0.076544999999999988 -0.075639999999999999 -0.06828999999999999 0.092185000000000031 41.243661560350013 86.345209775600011 63.910026677050006 -0.060989999999999996 64.369753017350021 42.283941020600004 -0.016014999999999998 87.261973998100004 -0.017745 39.571921479100006 61.987779113750001 62.036171360100006 93.308316333500017 40.099856909850011 41.873095646600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -2 -8 -7 10 -10 -11 -13 14 15 -14 23 20 -19 -20 21 -18 -23 24 -15 -26 -27 28 -21 -30
right_child=5 4 -4 -5 -6 8 7 -9 9 11 -12 12 13 16 -16 -17 17 18 19 27 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.10787573310128801 -0.045061275844505262 0.049303171471252266 -0.11527640124806558 0.10702853511218183 -0.13056290409306268 -0.0026797976862927603 0.086067934715791938 -0.019897081951061484 0.08854390393919874 -0.083065056601242721 -0.013921905629468318 0.070527342285557057 -0.15824475575001137 0.023256485713627748 0.0015841945665890211 -0.029013067821649731 0.0890327837687796 -0.14410468688713876 -0.16679425636592782 0.0093591829011327992 -0.0083840345801384584 -0.025210191922445675 0.078659518204072409 0.0072872257364861026 -0.12752819145272107 0.032667171091502516 -0.11811187977235114 0.011596009656506355 -0.18750513042222317 0.016347581861445769
leaf_weight=0.27254339669161642 0.7581097250367751 0.19826998899225134 0.27962393396228424 0.79689044505357742 0.73615950625207915 147.0722154082323 1.8314084740122787 1.0448187365836914 4.8054992380784816 1.9973978959023941 2.5019380490994081 2.7798100839136159 2.0094400427042256 3.0116712404415038 7.2967479297585669 3.0787160300533287 7.8687618635594854 0.91107495495816593 0.72140017151832481 6.4015411585569364 6.0923218242824069 3.6296041272580633 2.4114569276571274 10.854367848340187 2.9108756048371998 2.8512773541733623 2.2820967039442621 41.536582632827049 1.8528310884721579 1.7850426279474048
leaf_count=73 31 8 100 5 73 2536 31 29 86 24 22 15 28 18 60 22 57 31 6 64 38 24 24 273 36 22 40 765 34 58
internal_value=-2.99067e-05 -0.0274513 0.0175346 0.0522605 -0.0923984 0.000201751 0.0282515 0.0475751 -0.000180538 0.00289305 0.0534614 -0.000397966 0.00109923 -0.000695994 -0.031954 -0.0800499 0.00337385 0.00982648 -0.000531456 0.00196974 0.03738 0.0574241 0.0162523 -0.0181869 -0.0431965 -0.0680757 -0.0343633 0.00433026 -0.0257307 -0.0874781
internal_weight=272.58 2.28349 1.34906 1.06943 0.934429 270.297 3.63434 2.87623 266.663 119.59 7.30744 112.283 110.286 107.506 12.3849 5.08816 95.1209 73.2106 53.2085 52.2974 20.0021 13.9098 6.04106 21.9103 11.0559 8.04425 5.13337 51.576 10.0394 3.63787
internal_count=4633 259 178 78 81 4374 91 60 4283 1747 108 1639 1615 1600 110 50 1490 1101 958 927 143 105 48 389 116 98 62 921 156 92
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=4 0 3 3 1 3 3 4 3 3 0 4 2 1 0 0 3 4 3 2 2 3 4 4 1 3 1 3 2 2
split_gain=0.182958 0.858778 0.829375 0.966707 2.14775 1.39288 1.85533 1.24546 1.31086 1.48034 3.38833 1.54229 1.1793 1.1602 1.04071 0.919216 0.894164 0.875442 0.686022 1.2325 2.02634 1.87846 1.66425 2.24853 1.44559 1.17884 3.93774 1.15852 0.823119 4.43998
threshold=41.243661560350013 75.381677519650012 0.088145000000000015 0.088890000000000011 75.499969677400017 0.089345000000000022 0.090235000000000024 43.564719632750005 0.090665000000000009 0.098950000000000024 86.420486603250012 42.154118731400011 -0.160525 62.025417527550012 97.491557184450016 88.122280599850015 0.088075000000000028 41.289992964000007 0.082535000000000011 -0.016014999999999998 -0.031989999999999998 0.087700000000000014 41.685324604100011 41.976795488650005 70.606975879950014 0.081775000000000028 61.966271448700006 0.087935000000000027 -0.088039999999999993 -0.092614999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 16 4 13 -5 14 8 -8 10 11 -10 -12 -4 -7 -9 17 -2 25 20 21 22 -20 -24 -23 -19 -27 -21 29 -25
right_child=2 -3 3 5 -6 6 7 15 9 -11 12 -13 -14 -15 -16 -17 -18 18 19 27 -22 24 23 28 -26 26 -28 -29 -30 -31
leaf_value=-0.10360007334845896 0.070425194149854528 0.0034137385098564794 -0.034668298172254745 0.058839201038953917 0.071696022700909676 -0.14007145158166318 0.049975039429211679 0.071419819073870933 0.043299896588251917 -0.0022449484279649561 -0.013726350667249358 -0.053392942281074308 -0.1068986782044435 -0.15608920270829163 -0.018232250319006837 -0.0071589024600732286 0.07160860921814928 -0.0036288560653008153 0.089882301701454406 -0.10313906584692363 0.10167261100997603 -0.14675394276410178 -0.099602674353640508 0.030638401646486575 0.021009802068414917 0.099283703269112789 -0.1598690428192111 0.042187990140818192 0.03326452553938733 -0.10249330543667999
leaf_weight=0.75442919427587085 1.8346141012152646 124.81764004495562 1.4959238413721316 2.9184563956805496 0.96846593392547209 1.7034646810498082 2.9871936216950408 3.2241025878465726 4.4719348414801052 21.895247111548088 1.7262913838858356 2.6137421035673469 6.3757001666235729 1.6604365295497698 1.1913724402256773 2.7657733396772528 1.8896255698055018 44.45322063571075 2.711331941769461 1.7244270123483141 2.5259297564625731 1.318674469366669 1.8214592515214487 10.222218045790216 0.84132635220885266 0.88404719904065077 1.7409738088608717 0.80443627387285221 12.967278351832643 3.3182252477854499
leaf_count=217 15 1842 14 32 70 36 15 26 27 250 25 35 108 26 18 74 7 1207 30 97 10 19 31 154 32 12 79 3 90 32
internal_value=-2.37331e-05 0.00277081 -0.00244291 -0.0119787 -0.0585727 -0.00827368 -0.0122746 -0.00739415 -0.0137519 -0.0188854 -0.042875 0.00763215 -0.0870464 -0.098543 -0.0899284 0.0351368 0.00355305 0.00207774 0.000608317 0.0105549 0.0153303 0.00876134 0.015036 0.00787261 -0.0814095 -0.00747417 -0.0725923 -0.0569102 0.0152577 -0.0019869
internal_weight=270.628 125.572 145.056 55.9981 4.12483 51.8733 48.9548 46.06 40.0701 37.0829 15.1877 7.08568 8.10199 3.15636 2.89484 5.98988 89.0578 87.1682 85.3335 38.2553 35.7264 33.2005 31.0405 28.3292 2.16 47.0782 2.62502 2.52886 26.5077 13.5404
internal_count=4633 2059 2574 756 110 646 614 560 460 445 195 62 133 40 54 100 1818 1811 1796 498 398 388 337 307 51 1298 91 100 276 186
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=2 3 3 2 1 3 1 3 4 3 3 0 0 1 1 0 2 4 0 1 0 1 2 1 3 3 2 2 2 4
split_gain=0.174073 0.451094 0.60133 0.409965 0.394794 0.619902 0.261909 0.363326 0.542005 0.568233 0.839411 0.224409 3.30864 1.65886 2.63269 1.24741 1.13954 0.823533 1.18787 1.01849 3.93904 0.94684 0.847348 0.824518 1.16591 0.812985 0.742605 1.94708 1.71117 1.51745
threshold=-0.58319500000000002 0.12376500000000003 0.10787500000000003 -0.63026499999999996 62.079186690200011 0.095235000000000028 67.923894665750012 0.10020000000000003 42.154118731400011 0.093745000000000023 0.088755000000000014 91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 89.861713010250014 -0.051199999999999996 38.396531328800009 81.90387694410002 63.452988794850008 86.162394622750014 62.907231794400012 -0.25447999999999998 64.369753017350021 0.08729000000000002 0.082685000000000022 -0.059424999999999999 -0.068964999999999985 -0.054875 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 8 9 10 -8 12 15 14 -13 17 -14 18 22 21 -21 -19 -2 -22 -25 -17 27 29 -28 -15
right_child=11 -3 -4 6 5 -7 7 -9 -10 -11 -12 13 16 26 -16 25 -18 19 -20 20 23 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.028120371947315342 0.079425551367987859 -0.052876658372724032 0.085982290173054407 0.070284403115131039 -0.14448797454667181 0.017239056022558135 0.054861477612875992 -0.059845453102425172 -0.057858857461356862 0.08773717552954606 -0.10533510487790075 0.0080923364679547569 0.085726784964857541 -0.053188563993648998 -0.11994909816874855 -0.01296622307243858 0.0074728425177415306 -0.0015371122403894098 0.033643127453757665 0.044569993745361546 -0.19064678039620336 0.072052608689706296 -0.090849319720803096 -0.15792979344363159 -0.016032615224240432 -0.092794868327136071 0.094157101719319181 -0.093965783023311086 0.0044269678597009766 0.001076096125580491
leaf_weight=0.609451200114562 0.37153989903163065 0.90957255847752083 1.2219925375829914 0.96788609772920509 0.54895464904257096 0.41707140859216452 0.93553332979354376 0.59440869453828771 0.64926370071771078 1.4384533494303466 0.50292989383160602 3.3553726659156373 6.0618141428567469 5.7234421156063027 3.079736724961549 2.7427768034394822 2.685185077134518 113.15906502872531 12.519198198046068 2.8381106106680809 1.0185663625597956 1.7758450438268472 1.3695267909570246 1.0929039866314272 1.2315739614423362 2.3851577473105863 2.238928394712274 2.5301147296268018 41.870772813826989 51.724541097421024
leaf_count=3 13 21 21 7 41 6 61 8 36 24 16 42 43 305 59 25 27 1274 117 125 8 20 165 42 20 26 21 68 837 1152
internal_value=-3.00895e-05 0.0138057 0.0214969 0.00967203 -0.0349033 -0.0746641 0.0234733 0.0124778 0.0246694 0.0432944 -0.00114805 -0.000498547 0.00203069 -0.00391405 -0.0531862 -0.00168424 0.0617041 0.00014959 0.02288 -0.00252669 -0.0420697 -0.000400087 -0.054513 -0.115623 -0.0827487 -0.0500969 -0.000867861 -0.00811138 0.00898151 -0.0043302
internal_weight=268.57 8.79552 7.88594 6.66395 1.57548 0.966026 5.08848 4.12059 3.52618 2.87692 1.43846 259.774 149.251 110.523 6.43511 140.504 8.747 135.376 14.2603 121.116 6.18115 114.935 1.74107 3.34304 2.32448 5.12793 104.088 59.9781 44.1097 57.448
internal_count=4633 244 223 202 50 47 152 145 137 101 77 4389 1905 2484 101 1835 70 1784 295 1489 195 1294 178 70 62 51 2383 1525 858 1457
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=0 0 3 3 2 0 2 3 0 4 1 2 1 1 4 4 2 3 1 2 0 2 2 4 1 4 1 0 2 4
split_gain=0.176971 0.981795 0.539223 1.47937 1.38318 3.40052 1.13831 1.45238 0.679064 0.655538 1.28084 0.652433 0.645475 0.490668 1.05212 2.39976 2.53583 2.42245 1.54752 0.786919 2.4201 2.13351 1.45676 2.16382 2.36552 1.2298 1.08137 1.21549 2.54385 2.32059
threshold=85.732241321850012 85.769879735700016 0.083395000000000011 0.08326500000000002 -0.088039999999999993 85.216057360850016 -0.082275000000000001 0.092185000000000031 84.226704768850013 41.529896397300007 61.076391807500009 -0.074029999999999999 61.821094709650005 61.987779113750001 42.844429421150004 40.574766824850009 -0.025719999999999996 0.093955000000000025 61.907125369850007 -0.095854999999999996 86.264556031700025 -0.096559999999999993 -0.088274999999999992 41.685324604100011 80.538140213850014 43.219899330700009 62.009286778800011 87.380266155850009 -0.087660000000000002 40.148327922700012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 9 -6 12 11 10 -4 -9 -8 14 15 17 18 -3 -17 20 -15 -22 23 -21 25 -25 -24 29 -29 -28
right_child=1 13 4 -5 6 -7 7 8 -10 -11 -12 -13 -14 19 -16 16 -18 -19 -20 22 21 -23 26 24 -26 -27 27 28 -30 -31
leaf_value=-0.0015801865056550395 0.052203560433436325 -0.034969901223954561 0.032695789245341972 0.11477463124666801 0.052469416084203815 -0.1338896703843773 -0.014507032835383502 0.023306471413730923 0.032244670896962861 0.045921834045247252 -0.12466278002312665 -0.086730941325233707 -0.12300879457028607 0.065685541037584352 0.029922737169372882 -0.037997306596713853 0.020049987336403494 0.081400914890503398 -0.14461553736248198 0.0079453496805189164 0.0015914852317096479 0.14453161028946221 0.041293384332426256 -0.12536695870387943 0.038220568243856459 -0.036657642290648877 -0.099388509023342009 0.11128400969197044 0.001682345409105194 -0.0090380294924267204
leaf_weight=15.892982664430747 3.6846039518713942 4.2011711872182813 1.2328908422496199 1.1733962371945388 3.3274903311394146 3.0036675382871181 0.86549332435242687 0.98813093919306938 4.1704175709746778 2.0525636775419116 0.89115339895943169 1.1850477999541915 1.4959731199196538 7.0695459619164458 4.1197515600360921 2.2903571054339409 2.4735035989433509 3.1152659356594086 3.3563238084316254 7.4788084369538401 62.165128287129846 1.0620442135259498 6.2903161663562051 4.2512579113244993 1.7347223486285654 2.4711958132684231 3.232863154262307 2.1711702235625117 85.929622958168693 23.557128971908242
leaf_count=618 18 39 45 5 18 54 27 5 36 81 24 40 47 37 21 23 20 16 27 67 1484 9 38 54 18 31 25 14 1450 242
internal_value=-2.33023e-05 0.000997865 -0.00651565 0.00641977 -0.0180059 -0.0527397 0.00272105 -0.0162952 0.00862654 0.00562039 -0.0333248 -0.0366976 -0.0832422 0.000166598 -0.0149754 -0.0269579 -0.064384 0.0145796 -0.10137 0.00159429 0.0101968 0.00399249 -0.00281601 -0.0312395 -0.0658912 -0.0927571 0.000921834 -0.00128852 0.00438339 -0.019941
internal_weight=266.934 230.655 36.2792 17.0664 19.2128 7.18028 12.0326 8.70506 6.3436 4.17661 2.12404 2.17318 2.36147 226.97 19.5564 15.4366 8.12018 7.31644 5.64668 207.414 70.2967 63.2272 137.117 15.936 8.45718 6.72245 121.181 114.891 88.1008 26.79
internal_count=4633 3633 1000 623 377 204 173 155 81 150 69 45 74 3615 146 125 70 55 50 3469 1530 1493 1939 170 103 85 1769 1731 1464 267
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 2 3 1 0 0 4 2 3 4 2 4 2 0 4 3 3 4 0 2 4 1 3 3 2
split_gain=0.191352 0.527206 0.613889 0.198519 0.963265 0.830717 1.98402 0.994291 0.60463 0.582982 0.85582 0.797846 0.713744 1.69575 0.552058 0.740632 0.550097 0.429642 0.608292 1.48679 1.56068 2.49479 2.45227 1.43187 1.2581 0.996772 0.915127 3.77321 0.760448 0.668199
threshold=90.937096262400004 -0.088274999999999992 -0.038374999999999999 104.86330937810001 80.677940036650014 81.339300736700025 -0.11963999999999998 0.10214000000000002 80.538140213850014 113.1679565431 118.55293817840001 41.772405911750006 -0.088880000000000001 0.075320000000000012 39.683197198900011 -0.15781499999999998 37.500638522700008 0.63131000000000015 97.789976036950009 42.455548714850003 0.092185000000000031 0.10821500000000002 39.955516828000007 97.491557184450016 -0.22573999999999997 40.94178426300001 75.629015667650023 0.08759500000000002 0.088145000000000015 -0.59915999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 8 14 -8 17 11 -11 16 13 -13 -7 -16 -6 18 23 20 22 -22 29 26 -21 -24 -1 -28 -25 -20
right_child=1 2 -4 4 9 6 7 -9 -10 10 -12 12 -14 -15 15 -17 -18 -19 19 24 21 -23 25 28 -26 -27 27 -29 -30 -31
leaf_value=0.00042139188018147774 -0.11343113539531183 0.060668938203603452 -0.10100605246216904 -0.083557331027443726 0.063629076358143674 0.070388236392681033 -0.11504669011004012 0.014380187287460358 0.027827620106209507 -0.084745537238578125 0.075778028660232921 0.07876593135370627 0.076201732154935725 -0.10757028040605346 0.029098887956554471 -0.10277183257852628 -0.10412297788673852 0.054934956258345248 0.029273902130927516 0.012433435997590128 -0.097814708662268726 0.012803844522769382 0.081957343003093985 0.079763753978934288 -0.11494335788120798 0.01249201804328179 -0.14515371961555146 0.067436900507577599 0.010967180952522479 -0.11982988860498062
leaf_weight=206.54097546592675 0.55372518744297838 0.70728960121778062 0.35161021824933314 0.90129132493166153 0.28811223749653248 1.3384043288533578 2.7524380308459508 0.75675261789001513 7.9045121143572024 0.99656675595178945 0.49814535356381384 1.2001616116613152 3.877958619967103 0.82350950752152119 1.336944854003377 0.62499753281008441 0.60800357730477117 1.4009352405555535 0.38666259948513371 1.1278309726621958 3.7218289761658507 4.508671844843775 3.7812357749789935 3.4166242434876031 2.4815321390633462 4.5528653773944825 1.9043435331986978 1.4866227405145762 3.0330082643777132 1.3496893531701131
leaf_count=2685 257 80 217 54 60 32 103 14 72 76 15 18 37 63 28 91 91 38 6 33 80 71 26 17 115 35 111 15 26 67
internal_value=-2.05328e-05 -0.0343626 0.00698437 0.000189561 0.0146255 -0.000332126 -0.034789 -0.0871359 0.000615524 0.0252968 -0.0312476 0.03773 0.0510798 0.00293857 0.0208703 -0.0129099 -0.0501886 -0.000281867 -0.000606491 -0.0164842 -0.00491563 -0.0372178 0.0214847 0.00100125 -0.0751415 0.0440089 -0.000424588 -0.0519525 0.0474114 -0.0866264
internal_weight=265.213 1.61263 1.0589 263.601 9.19375 254.407 6.80954 3.50919 247.597 8.29246 1.49471 6.79775 5.90163 2.02367 3.30035 1.96194 0.896116 239.693 238.292 21.9103 18.301 8.2305 10.0705 216.382 3.60936 8.3341 209.932 3.39097 6.44963 1.73635
internal_count=4633 554 297 4079 414 3665 268 117 3397 360 91 269 118 81 151 119 151 3325 3287 433 285 151 134 2854 148 61 2811 126 43 73
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=1 0 3 1 0 0 1 0 1 3 1 1 2 0 1 0 3 1 0 2 3 4 2 2 3 3 2 3 3 0
split_gain=0.173739 1.90326 1.60549 1.02304 0.824078 1.05061 0.972379 0.838673 1.35866 0.721805 0.702744 0.798605 0.67764 0.665685 3.65996 2.83879 2.94955 1.70042 2.80336 1.61193 0.60335 0.785721 2.17387 0.891236 0.602417 0.580662 0.57744 0.526119 1.26507 2.1919
threshold=71.053259929650025 95.44832900530001 -0.089139999999999997 70.74946416085001 93.972365491700018 93.843319501450011 70.348883899450016 94.770837556450019 69.999384342500022 -0.25843999999999995 69.873026810350026 70.077349628250019 -0.079369999999999996 90.321439350550008 66.859265246100009 92.168410086200012 0.086555000000000021 67.031326566450005 89.861713010250014 -0.051199999999999996 0.098510000000000028 41.11191809080001 -0.0309 -0.077679999999999985 -0.222165 0.086955000000000018 -0.11051999999999999 0.092015000000000027 0.087795000000000026 87.261973998100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 4 5 10 7 8 -6 -3 13 -12 -5 17 19 25 -17 18 27 26 -11 22 -22 -23 -2 -16 -15 28 -1 -30
right_child=1 9 -4 12 6 -7 -8 -9 -10 20 11 -13 -14 14 15 16 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0016148465471137272 -0.04286677784581102 -0.077739477427148387 -0.10577908791116659 0.010051468692587681 0.019625967510882959 0.055243731095717542 -0.10604512673368352 0.021042211279302562 -0.090851862375204193 0.005718559727949787 -0.096573146561155787 0.0063360898186225678 0.083769667401321649 0.052781047874798419 -0.13250803111199269 0.071951999960862545 -0.047548175377619954 0.080453624532447365 -0.084642968796186963 0.0029175211998120924 -0.10691930807603925 0.046304794803952276 0.010552001867140639 -0.049766912550393019 0.04775051779648129 -0.053570892627774251 0.11106365654157556 0.0075255895912204737 -0.04997706019693518 0.032002873460145714
leaf_weight=60.807297390609165 1.7215537716401743 1.1574462313074025 3.2393125382368444 2.5350489201955497 1.9445310209412108 3.6279295485001049 1.3742020169738669 3.5887064517010003 2.6036471351981163 60.680427085448173 1.5638704821467393 1.4563187725725582 2.4540692719165227 2.814149908721447 1.8277960268314921 4.1761354175396246 4.0866955183446407 2.528534496203064 4.0143596110865465 3.2440000956412423 2.8668962739411654 2.7926295836878126 3.496722238705841 1.4759493471574385 1.278410234255716 1.9011733229272065 4.293413445353508 56.344641010509804 12.813387644186152 4.374991822987794
leaf_count=1110 30 102 288 32 29 27 82 38 29 1537 22 26 19 29 42 33 32 18 35 38 138 41 68 55 29 30 18 473 156 27
internal_value=-3.27117e-05 -0.00396585 -0.0569624 0.00164634 0.000404078 0.00200784 -0.0282403 -0.0151002 -0.0436181 0.000596866 0.000846101 -0.0469509 0.0463123 0.00173049 0.0177664 -0.0198368 0.0128487 -0.000812727 -0.00229793 0.061328 0.00186831 -0.020106 -0.0423704 0.013086 -0.00425096 -0.0922628 0.0879874 0.000162706 -0.00515629 -0.0291105
internal_weight=263.084 78.7093 6.23928 184.375 179.386 169.875 9.51109 8.13688 4.54818 72.4701 166.247 3.02019 4.98912 163.227 22.3434 11.9918 8.26283 140.883 138.355 10.3516 71.3126 10.6322 6.36362 4.26858 2.99996 3.72897 7.10756 134.34 77.9957 17.1884
internal_count=4633 2288 347 2345 2294 2116 178 96 58 1941 2089 48 51 2041 222 137 65 1819 1801 85 1839 302 206 96 59 72 47 1766 1293 183
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=1 2 2 1 0 3 3 1 1 0 0 1 4 3 3 3 3 3 2 2 4 2 4 0 3 3 4 0 3 2
split_gain=0.171005 0.473732 0.534345 0.173101 1.26865 0.803657 1.19199 1.07226 0.499997 1.39266 1.71834 2.10568 1.19427 1.93094 0.879176 0.677974 0.569969 1.03725 1.08035 1.32138 0.611768 0.562135 0.508903 0.49672 0.475938 0.850462 0.33328 0.326574 0.80816 0.768086
threshold=90.937096262400004 -0.088274999999999992 -0.038374999999999999 77.852370541550016 99.403050915200012 0.087700000000000014 0.091705000000000023 71.504920895500007 78.962703749400006 99.524031531050014 100.69082235970002 79.941302508900023 42.320906304050006 0.09117500000000002 0.09721500000000001 -0.17949499999999999 0.089850000000000027 0.081515000000000018 -0.085550000000000001 -0.086139999999999994 48.393869453650005 0.28423000000000004 42.546237522150008 101.91675926715001 0.09117500000000002 0.093635000000000024 40.003678352300007 109.30464220965001 0.079470000000000027 -0.15962499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 -7 -8 12 -10 -11 -12 13 -5 16 -14 17 23 19 20 -19 22 -16 -13 -18 26 -26 28 29 -25
right_child=1 2 -4 8 5 6 7 -9 9 10 11 14 15 -15 21 -17 24 18 -20 -21 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.00035096500892343405 -0.11260674304308976 0.055566073955823629 -0.10091700883035425 0.097351756743903853 -0.11423042906711044 0.039490975637422598 0.030914175257783394 -0.11312328179075859 -0.12807504138038978 0.067250567545557721 -0.13541823987006474 0.077734181141614872 0.083015128446371628 -0.019430141154618313 -0.10695897552823355 -0.096048393092164841 0.092463849195628944 -0.10829989570306467 -0.09057014237879861 0.13638622820009574 0.061429207989915191 0.030448707927615361 0.0014473993585119903 0.029397590042026186 0.0096714541041322752 0.055568259446939987 -0.11098236140651543 0.031468142739341454 0.042158474834966077 -0.071870127682607851
leaf_weight=220.09546993760887 0.50501911625906348 0.68946351138583839 0.31926339815072324 3.4496690218220456 1.3822710028907739 1.6566770911740603 0.73654696904122863 1.7325836990494279 0.81590556603623809 3.7462661736644831 1.1893124108319195 1.1602980266325236 0.26872325909789629 2.4014985989488196 1.5162816489519171 0.99202055257046595 1.2764753295195976 0.65696567814302398 2.1949697714881031 0.58936142385937296 0.31379233440384269 0.64742903446312983 0.60614771209657181 1.1314921642188069 0.39943734944245113 2.0498998633556766 0.53637190349400043 3.6162501930812141 2.0447101197205484 2.2154897876898656
leaf_count=2933 257 80 217 36 84 14 5 62 25 28 37 11 8 39 79 84 13 60 78 2 4 8 6 38 18 43 26 116 18 204
internal_value=-3.07612e-05 -0.0335439 0.00603897 0.00016479 -0.000835331 -0.0482381 -0.0261287 -0.0701566 0.00683655 0.000561946 0.0046157 -0.00598038 0.0303991 0.0494209 0.00136581 -0.0578816 0.00935966 -0.000435404 -0.0453495 0.0182726 -0.0534359 -0.0511179 -0.075999 0.0161512 0.0413573 0.0195078 -0.0594829 0.00821876 -0.00737478 -0.0376352
internal_weight=260.936 1.51375 1.00873 259.422 225.604 5.50808 4.12581 2.46913 33.8188 26.7069 25.891 22.1447 7.11191 5.85117 20.9554 1.26074 18.1855 13.9233 3.75509 1.56012 0.970758 2.76986 2.12243 10.1682 4.26218 2.98571 0.935809 9.00794 5.39169 3.34698
internal_count=4633 554 297 4079 3098 165 81 67 981 814 789 761 167 75 724 92 631 531 144 66 64 93 85 387 100 87 44 376 260 242
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=2 3 3 2 1 3 2 3 4 4 4 2 4 2 3 2 3 3 4 4 3 3 1 0 1 1 2 2 3 2
split_gain=0.1657 0.410431 0.551293 0.319927 0.339866 0.625202 0.272916 0.650206 0.562385 0.680376 0.668865 0.435255 0.408856 0.256266 1.22972 0.253375 0.319437 0.439598 0.211802 0.200564 0.51774 0.466059 0.470386 0.421372 0.383104 0.518939 0.25551 0.910813 1.24134 1.81327
threshold=-0.58319500000000002 0.12376500000000003 0.10787500000000003 -0.63026499999999996 62.079186690200011 0.09721500000000001 -0.27494999999999997 0.10990500000000002 41.184662530950007 49.292797572200008 39.065416244600009 -0.26416999999999996 35.476804824450006 -0.25224999999999992 0.67135500000000015 -0.60723499999999997 0.088145000000000015 0.094385000000000011 39.683197198900011 49.292797572200008 -0.25098999999999999 -0.24360999999999999 64.730006406800015 90.767723400200012 87.143681840350013 90.679004281900021 -0.16164499999999998 -0.18437499999999998 -0.15544999999999998 -0.23353499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 10 -10 12 -8 -2 14 -13 -5 -17 -18 -12 26 -21 -22 -23 -24 -25 -26 27 28 -15 -30
right_child=6 -3 -4 15 5 -7 11 -9 9 -11 18 13 -14 19 -16 16 17 -19 -20 20 21 22 23 24 25 -27 -28 -29 29 -31
leaf_value=0.027958226252429514 0.044662181063254897 -0.050994850753204791 0.085237276430174813 0.075614555381221249 -0.14106388410891266 0.025225608429225718 0.06637761926263834 0.09051585667122794 -0.13394360561518989 0.067228707149590117 0.078510917604427577 -0.11289122503402443 -0.11278654111979894 0.024060398111365799 0.11494859721339666 0.059129538313287135 -0.055152847449866128 0.025150471883537324 -0.0070915148926119151 -0.11522535837639501 0.08972559906880824 -0.12231235021632295 0.11144899134888789 -0.10303868822388829 0.032618208824778165 -0.10343739249357681 -0.0007888596207267771 0.060645263163255886 0.012223273875234936 -0.088932649933315511
leaf_weight=0.60915033309720346 0.21595554028681396 0.87328906566835929 1.1468214121996423 0.75858280322427063 0.51715913112275302 0.40172270685434341 0.98110410803928871 0.41295333253219713 0.95506057752208995 0.2040329969022423 0.62244342899066374 0.82331638326286227 0.69798258685841574 10.506923171502425 0.3325822651386261 1.0773136294737922 1.0822104071339711 1.8419512838008811 0.53961867095495109 0.52545761605142649 0.4225267209112652 0.40690831141546269 0.27096992731094394 0.44743622237001579 1.232392927049659 0.36288631117349712 220.63827558220237 3.1165641936458988 4.2851632395686501 3.0216117890813594
leaf_count=3 22 21 21 25 42 5 17 11 109 6 12 70 58 213 1 72 26 29 32 19 3 10 1 136 66 66 3196 61 104 176
internal_value=-3.68652e-05 0.0138575 0.0214749 0.0098459 -0.0299653 -0.0683644 -0.000496732 -0.0276489 -0.0427325 -0.0985316 -0.0115781 -9.63164e-05 -0.0755828 -0.000361007 -0.0473358 0.0226258 0.0125804 -0.00456919 0.0387603 -0.000139596 -0.0233458 -0.00798567 -0.0231609 -0.00572311 -0.0212662 0.00166895 0.000212825 0.0107722 0.00204671 -0.0296083
internal_weight=259.33 8.3082 7.43491 6.28809 1.52803 0.918882 251.022 3.64805 3.23509 1.15909 2.076 247.374 0.913938 246.393 1.1559 4.76006 4.00148 2.92416 1.16206 245.237 3.66858 3.14312 2.72059 2.31369 2.04272 1.59528 241.569 20.9303 17.8137 7.30678
internal_count=4633 244 223 202 50 47 4389 250 239 115 124 4139 80 4122 71 152 127 55 44 4051 301 282 279 269 268 132 3750 554 493 280
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=0 2 3 3 1 3 3 4 4 3 3 4 3 0 3 4 2 2 0 3 4 0 4 3 4 0 1 3 1 2
split_gain=0.157156 0.597857 1.04767 1.14265 1.39313 1.3664 1.12962 1.06685 0.745176 1.08345 1.66431 0.961771 1.47475 1.10202 0.805877 1.31337 0.760764 0.639386 0.541971 1.03751 0.832217 0.613144 3.57121 2.01223 0.969548 0.773942 0.936969 0.854363 0.649009 0.498302
threshold=85.705356740550016 0.20852500000000004 0.12001500000000002 0.10087500000000002 62.00390986255001 0.093955000000000025 -0.17949499999999999 39.571921479100006 40.767054867700004 -1.0000000180025095e-35 -0.15544999999999998 38.060777288450005 -0.27297999999999994 84.546631286350006 0.083905000000000021 42.720329370750001 -0.23353499999999996 -0.26416999999999996 85.823648898300021 0.098085000000000019 42.455548714850003 85.990333302400003 39.117456157700005 0.10876000000000002 40.518963363600001 86.162394622750014 62.084563606450011 0.092015000000000027 61.885617704800005 -0.06828999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -6 -5 11 10 16 13 -13 17 -11 -16 -10 -1 19 20 -2 22 -20 24 -24 26 27 -23 -27 -30
right_child=18 -3 -4 7 6 -7 -8 -9 9 14 -12 12 -14 -15 15 -17 -18 -19 21 -21 -22 25 23 -25 -26 28 -28 -29 29 -31
leaf_value=0.078652798428918189 0.066222044505966179 0.076504574867963207 -0.10872970084771238 -0.01499353507123595 0.0029396598242277393 -0.088309602221871772 -0.10297251609742815 0.071986174572103087 -0.026867265847639828 0.074251849039571313 -0.11308093628461711 0.09166158587901499 -0.13772929938791575 0.10746933555002268 0.049218771883071048 -0.06105021490077283 0.05034090808613069 -0.10616392623828637 0.11361621220052093 -0.021349264864214238 0.0042733307088372134 -0.024135394585465972 -0.02704062915353618 0.020430520234509066 -0.10911352969535792 -0.059583854512062863 0.070290025240984877 0.041226382696365318 -0.0041047176458436077 0.0064139100785986633
leaf_weight=0.25748589012073353 5.1020885147154313 0.84291388530982558 1.0158656025305379 2.4729991257190695 1.5527349678013704 1.7419440085068334 2.8653736683700108 3.2811456597410142 2.6744790845259683 3.528909139800799 1.3998359966644809 0.35284871421754371 1.3623855890473346 0.73754386976361275 3.1378649827092886 1.6471210137242449 2.4410313593980391 0.68564489924030814 1.6161633357405651 4.0193712785840026 3.7716354876756668 4.1215573097579163 2.2445525042712671 2.957261105068028 4.0123627707362175 1.8463409396354098 3.3918879991397253 3.8847927595488727 115.61429966111791 73.777640628235531
leaf_count=11 19 25 28 27 30 25 198 31 62 40 106 3 103 6 33 35 93 124 7 27 28 31 15 14 65 16 33 24 2146 1228
internal_value=-3.73639e-05 -0.00659719 -0.00884554 -0.00547888 -0.0149373 -0.00369396 -0.0657499 0.0346043 0.00439353 0.0140699 -0.0164637 -0.0378612 -0.0905402 0.0159011 0.0379982 0.0112612 0.00997511 -0.0557068 0.00088993 0.0208001 0.0398917 -0.000312615 -0.0234948 -0.047544 -0.0796714 0.000926405 0.0262406 0.00757905 -0.000582378 -7.18564e-06
internal_weight=258.358 31.9981 31.1552 30.1393 24.3852 19.9671 4.41811 5.75414 18.2252 14.8292 6.51535 3.39591 1.71523 1.68067 8.3139 4.78499 5.11551 0.943131 226.36 12.8931 8.87372 213.467 10.8303 9.21418 6.25692 202.637 11.3982 8.00635 191.238 189.392
internal_count=4633 980 955 927 869 641 228 58 616 369 261 247 106 141 108 68 155 135 3653 74 47 3579 101 94 80 3478 88 55 3390 3374
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=2 2 3 3 1 4 4 4 2 4 2 4 0 0 0 1 2 2 0 3 1 4 1 1 1 2 0 2 2 1
split_gain=0.159534 1.26692 0.725936 2.2553 1.2599 1.2386 0.69941 1.30769 1.23786 1.00493 0.813789 0.963098 0.777317 0.690461 0.597104 0.585239 0.57471 0.746363 0.547117 1.60762 0.9118 0.806915 0.734374 1.83166 0.821719 0.888867 0.776199 0.622837 0.503451 0.559371
threshold=-0.11534 -0.11051999999999999 0.085345000000000018 0.08759500000000002 62.186725015400008 35.374259656300005 36.859113051050009 39.065416244600009 -0.16164499999999998 41.11191809080001 -0.18437499999999998 41.184662530950007 97.32487278035002 86.538778761000017 94.165934477050016 74.927328095600004 -0.10771499999999999 -0.10434500000000001 95.746747857800017 0.074735000000000024 79.328334055150009 44.202975721700007 72.04530097975001 70.348883899450016 64.730006406800015 -0.13006999999999999 90.490812212800009 -0.15962499999999999 -0.11963999999999998 67.923894665750012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 15 28 -8 10 -10 11 13 -13 -9 -15 -1 -3 -18 22 20 21 -20 23 24 -7 26 -26 -21 29 -5
right_child=1 16 3 6 -6 18 7 8 9 -11 -12 12 -14 14 -16 -17 17 -19 19 27 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.12135666334342568 -0.083040736943571919 0.04808299233324119 0.0093447173245612622 0.082939363441098951 0.101888906966217 -0.0073165339663095784 -0.089754581304702111 -0.016598620373816209 -0.065201549430583872 0.0020561275690270638 0.08839955042167541 -0.05159406856538043 0.027727677416668529 0.10335734280313216 0.020488689300363613 0.059237392395103707 -0.056201546192613611 -0.00056681892249424903 0.0210352909338671 -0.023881064217949364 0.041683005707979712 -0.12896530980922849 0.063413734925506546 -0.1391029731113157 0.049205471990984767 0.10619665495780486 -0.032445207044506999 -0.10921774976724224 0.10065112567978562 -0.019054678761030657
leaf_weight=1.2678542533794814 1.8858114876311436 2.3875057776749591 2.3114274982945053 0.84318207227625031 4.0463658341504924 13.17753452928447 1.6700997115440284 1.3344390857964787 3.7286776228283944 5.4961145006818697 1.6761068087071187 2.8810587737243623 2.1628706182345923 2.0252781324088578 1.5236317024246089 0.20902696461052972 2.4431277383118859 185.31796098263567 0.72372195715433718 1.4313992318056992 3.4213287743768888 0.7108972572023049 2.0343162335047955 0.89958752173697476 2.8852243762812577 1.4218375012278546 1.9519278776133431 2.1249198729201453 1.074532260652634 1.4842416498067903
leaf_count=95 34 18 22 23 51 426 59 24 36 52 18 49 54 10 40 54 43 2652 22 165 107 32 95 76 39 10 41 218 11 57
internal_value=-3.42801e-05 -0.00147968 0.00426791 0.0148756 0.0682437 -0.00633926 0.00177519 -0.00461486 0.00221204 -0.0251295 0.0239488 0.0130671 -0.0175804 0.0447223 0.0677799 -0.0957967 -0.000670796 -0.00129073 -0.0020473 -0.0237877 0.0136233 -0.0532945 0.00612804 0.000397487 0.00685404 0.0366884 0.0162571 -0.0748702 0.0440347 0.0178959
internal_weight=256.552 192.034 64.5176 32.258 6.35779 32.2596 25.9002 22.4983 20.8282 9.22479 11.6034 9.92728 5.04393 4.88335 3.54891 1.47688 190.149 187.761 30.7827 8.41227 4.85595 1.43462 22.3704 20.3361 19.4365 6.25899 4.83715 3.55632 3.40196 2.32742
internal_count=4633 2747 1886 506 73 1380 433 342 283 88 195 177 103 74 50 149 2713 2695 1231 544 161 54 687 592 516 90 80 383 91 80
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=1 1 2 1 0 3 4 2 0 0 4 2 1 2 2 2 0 1 1 2 4 4 1 0 0 4 2 2 0 0
split_gain=0.165519 1.56702 0.828907 1.45044 2.78142 1.78665 1.2193 0.91058 1.03253 1.10948 1.07902 1.02258 0.913171 1.50296 0.867589 0.904492 0.775148 1.11728 0.775114 0.716971 0.697512 1.27672 0.678136 1.62455 1.425 0.648732 0.569877 1.42553 3.09484 2.48381
threshold=62.041548276350007 62.036171360100006 -0.095074999999999993 62.00390986255001 85.307464937250003 0.092185000000000031 43.735142172100005 -0.092084999999999986 86.09518316945001 86.866770652900016 42.759119507950011 -0.036264999999999999 61.885617704800005 -0.081984999999999988 -0.10771499999999999 -0.14174999999999999 85.769879735700016 61.987779113750001 62.046925192600007 -0.084729999999999986 42.844429421150004 40.574766824850009 61.950140699950005 85.495657006400009 85.216057360850016 43.895345911700005 -0.095854999999999996 -0.081844999999999987 97.491557184450016 93.72771580185001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 -6 7 -4 10 20 16 -11 13 -12 15 -1 22 -18 -2 -8 21 -10 23 24 -9 -21 -20 28 29 -28
right_child=18 -3 6 -5 5 -7 19 8 9 11 12 -13 -14 -15 -16 -17 17 -19 26 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0044620359726409899 -0.058952252372425254 0.090094866717417843 0.066567401338102489 0.066310232951302325 -0.14833293987847582 -0.033732720733269717 0.11895024500002943 -0.012636975873806751 0.060583198620039129 -0.079687941786260555 0.12529628885352403 0.025120894866783278 -0.1243657969934813 -0.13449542569967954 -0.08679538720409985 0.067050637270215041 -0.071930747750368257 0.00096798295786210934 0.0066752825507627872 0.090067714886361672 0.065615151143196868 -0.0090931962541453987 0.040335699064534394 -0.090142326028418263 0.10059170022454711 -0.021375236938285351 -0.028892476489859188 0.0011916682356053719 0.020138293005009748 -0.11643919443560394
leaf_weight=7.8602197028740219 2.3242634972557417 2.0592493191361418 2.2064108704216769 1.9018021772790223 2.4175155150005585 3.1111325519159436 1.4480095207691195 4.0659873003169249 4.214444428682329 1.9975150525569918 0.47368162870407116 1.7433303929865349 1.5097699074540285 0.42026247314060972 0.9823278349358614 2.2821436400990924 3.563886237330733 5.1270056911744177 65.197588668574099 0.93280044756829683 4.0297284424304953 6.9941527638584375 4.6207989046815783 1.833621389698237 1.529620489105582 1.1870966365531783 14.309815593063837 90.557680056448589 10.08631998464625 4.1894706268794826
leaf_count=377 19 25 15 29 55 20 4 124 26 25 1 15 42 42 16 24 28 27 1635 6 13 50 43 17 8 42 116 1531 166 92
internal_value=-2.1533e-05 0.00418233 0.00152008 -0.016424 -0.0258722 -0.083844 0.00847141 0.003945 0.000664888 0.017954 -0.0135126 -0.0308443 -0.0769378 0.00316258 0.00293807 0.0116291 -0.00616214 -0.0289257 -0.0015645 0.0647107 0.0299335 0.0171052 0.0102557 -0.00845331 0.0183153 0.0276621 -0.000840922 -0.00495394 -0.0244229 -0.0487189
internal_weight=255.178 68.5125 66.4533 18.5551 16.6533 5.52865 47.8981 44.3302 42.1238 18.9792 23.1446 3.74085 2.40371 0.893944 11.1247 10.1424 20.7409 8.69089 186.665 3.56791 15.2383 11.2086 12.05 7.42923 5.59561 2.1199 184.341 119.143 28.5856 18.4993
internal_count=4633 1074 1049 521 492 75 528 476 461 129 332 40 85 43 417 401 247 55 3559 52 89 76 192 149 132 48 3540 1905 374 208
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=0 2 2 4 2 0 1 4 1 3 2 2 3 1 0 3 3 1 4 1 2 3 1 3 2 3 1 1 2 1
split_gain=0.176202 0.320571 0.711461 0.617048 0.346784 0.318371 0.929059 0.841837 0.645019 0.618492 0.590615 0.67876 0.655986 0.230522 1.10043 0.725238 1.01558 0.963687 0.565243 0.841513 0.746799 0.877144 0.716824 0.94383 0.669693 0.723038 0.661331 0.586636 0.908455 1.57212
threshold=113.1679565431 -0.088274999999999992 -0.013285 46.095286511800005 -0.16262999999999997 109.03310793845002 82.299080289250014 44.749265482150008 83.75622459600001 -0.17949499999999999 0.20852500000000004 -0.15962499999999999 0.081235000000000016 77.852370541550016 99.403050915200012 0.087700000000000014 0.091705000000000023 71.504920895500007 42.527280425250005 82.49264927465002 0.17437500000000003 0.092385000000000023 80.538140213850014 -0.17949499999999999 0.28423000000000004 0.096480000000000024 80.677940036650014 78.962703749400006 -0.043559999999999995 82.49264927465002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 8 -7 9 13 -8 11 12 -10 14 -1 -16 -17 -18 20 22 21 27 23 -20 25 -22 -23 -15 29 -29
right_child=1 2 -4 -5 -6 6 7 -9 10 -11 -12 -13 -14 18 15 16 17 -19 19 -21 24 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00045155424150989521 0.07274182004219712 0.056893961494957748 -0.10465614736381267 -0.12275698045643607 -0.10371225554007456 -0.11528291823809532 0.058581409650067917 0.094703367626735036 0.072762584554189338 -0.10344874520793068 0.064324235443777744 -0.10679690200389191 -0.1072985135646511 0.075636445393889085 -0.11353099264377889 0.035110791559460473 0.028230082448036514 -0.11194041384106557 0.053868226869240601 -0.10998923972332607 -0.11104560346503606 -0.03989123980341891 0.021364946330744667 -0.099721535797216279 0.038799220895234202 0.00069784441047433755 0.036403543810496999 -0.044393542832634282 0.070013699006139893 0.099775849251217241
leaf_weight=214.67513255233644 0.36955393180323881 0.91117338257026859 0.38898339700790419 0.71835539536550641 0.1594247120592629 0.37348881439538617 0.46869518677704081 1.7222793928813187 0.53223026171326693 0.47365954705674074 0.40100055650691491 1.5286584763234705 0.32641373829392251 3.7958666346967274 1.2249421553860873 1.6242360557662325 0.71227168291807208 1.5751653748448005 0.57464609225280572 0.82342767540831108 1.1409477483830412 2.7075931348808799 4.0925607999088243 1.317228327752672 1.1580218310118651 1.1757797956233842 1.9575315105030311 2.7871981748030552 2.7590068785939339 1.0380907838698474
leaf_count=2933 94 58 144 59 108 26 20 34 30 167 20 177 47 39 83 14 5 62 11 69 45 55 47 111 29 15 35 65 19 12
internal_value=-1.73065e-05 -0.0261845 0.00856109 -0.0624014 0.0195617 0.000248309 0.0324233 0.0531266 -0.000145965 -0.0228605 -0.0479715 -0.0668341 0.00431231 0.000398019 -0.000642916 -0.0463842 -0.0253572 -0.0682935 0.00943192 -0.0152077 0.0184893 0.0281396 -0.00216621 -0.0530695 -0.0232956 -0.0543338 -0.00787721 0.0443266 0.0262763 -0.00526946
internal_weight=253.514 2.54749 1.30016 1.24733 0.528979 250.966 3.03812 2.66463 247.928 0.942355 2.7883 2.3873 0.858644 245.14 219.812 5.13662 3.91167 2.28744 25.3279 6.80786 18.52 15.0453 5.98444 1.89187 3.47475 2.31673 4.66512 10.3802 6.5843 3.82529
internal_count=4633 463 202 261 202 4170 247 221 3923 187 274 254 77 3649 3097 164 81 67 552 238 314 225 169 122 89 60 90 135 96 77
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=0 2 2 4 3 0 1 4 1 3 2 2 3 2 2 4 2 4 3 3 4 4 4 4 4 1 4 2 1 2
split_gain=0.153679 0.283311 0.620828 0.552417 0.316061 0.278959 0.821215 0.746129 0.570096 0.548096 0.520443 0.619211 0.577193 0.2145 0.366992 0.257608 1.21589 1.27402 0.56472 0.476479 0.472845 0.672116 0.71776 0.577049 0.833279 0.647341 0.489428 0.514368 0.444067 0.582608
threshold=113.1679565431 -0.088274999999999992 -0.013285 46.095286511800005 -0.24665999999999999 109.03310793845002 82.299080289250014 44.749265482150008 83.75622459600001 -0.17949499999999999 0.20852500000000004 -0.15962499999999999 0.081235000000000016 -0.59614999999999996 -0.63026499999999996 44.578137159850009 -0.237895 44.908704241950012 0.094780000000000017 0.090235000000000024 45.921757303800007 47.927946529500012 48.393869453650005 48.823707093150006 49.064150740050003 55.855406118200008 50.189067467950004 -0.23353499999999996 74.927328095600004 -0.098419999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 8 -7 9 13 -8 11 12 -10 14 -1 -15 18 -18 -17 20 28 -22 -23 -24 -25 -26 -27 -28 29 -19
right_child=1 2 -4 -5 -6 6 7 -9 10 -11 -12 -13 -14 15 -16 16 17 19 -20 -21 21 22 23 24 25 26 27 -29 -30 -31
leaf_value=-0.012837915584623997 0.070649488880706407 0.052413915361941836 -0.1042245068769998 -0.12080059349152 -0.10304937144276914 -0.11374925804455407 0.05421147318453156 0.092325230088317126 0.068922947402260987 -0.10313677604765562 0.059366541089910546 -0.10616822339689398 -0.10658341421761267 0.00081934977964789641 0.039429566102485554 -0.11684527066636546 -0.11504340105727465 -0.10332519041206037 0.073523208735589068 -0.067858276787461091 -0.05491353254836219 0.088793461249920297 -0.04981148437278262 0.050664899028495837 0.020708447508703005 -0.12152502253597877 0.10965215610126829 -0.10233443403845405 0.078268503366493269 0.035947732642150877
leaf_weight=2.1692925941460999 0.3496630541048944 0.89124689843447413 0.35335021454557025 0.65998489543562755 0.14956293603881954 0.3422696104535129 0.45649709407007366 1.5965224270476026 0.50704258756013643 0.42981537969171757 0.39155778018175613 1.3909608209360149 0.29723181234294316 221.01208786281495 3.5283153411000958 1.398638208615014 0.96171019300527305 0.38247689977288235 0.1753650247119366 0.87563290225807655 1.9719244635198254 1.0148422745987753 1.8227282948791979 3.0529811657033861 1.4529317547567191 0.8444526747043708 0.23599123954772572 0.22226331948332168 1.6305870093638075 1.3990008772816485
leaf_count=40 38 58 144 59 164 26 20 34 30 167 20 177 47 2940 52 165 39 64 5 24 42 10 22 32 23 36 1 111 16 27
internal_value=-2.52232e-05 -0.025189 0.00794312 -0.0607615 0.0186111 0.000217156 0.0314622 0.0514802 -0.000140594 -0.0220942 -0.0468393 -0.0657829 0.00406191 0.00035418 0.0195294 -0.000103992 -0.0118042 -0.00348842 -0.0956357 0.00370901 0.00817558 -0.00223111 0.00978409 -0.000722838 0.014681 -0.0251856 -0.076372 0.0068341 0.0405605 0.00604633
internal_weight=251.967 2.40381 1.2446 1.15921 0.499226 249.563 2.8251 2.48283 246.738 0.886312 2.58679 2.19524 0.804274 244.151 5.69761 238.454 17.4415 15.8675 1.574 14.9058 14.0302 10.6181 8.64619 7.63135 5.80862 2.75564 1.30271 0.458255 3.41206 1.78148
internal_count=4633 463 202 261 202 4170 247 221 3923 187 274 254 77 3649 92 3557 617 447 170 408 384 277 235 225 203 171 148 112 107 91
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=3 4 2 3 4 2 1 3 0 2 4 1 3 3 4 1 1 3 4 4 4 4 3 4 3 2 2 2 4 0
split_gain=0.15395 0.566187 0.43742 0.237773 1.1507 0.869513 1.01186 0.989216 1.22228 0.878726 0.766591 0.573209 0.555686 1.14539 1.43501 0.72196 1.17774 0.951593 0.664487 1.2335 1.72566 1.13125 0.545085 0.540614 0.506369 1.9369 1.80872 1.85314 1.90688 1.77466
threshold=-0.55393499999999996 48.914776625700007 -0.16533 -0.23921499999999998 47.142075646500011 -0.18437499999999998 71.104340634100012 -0.25587999999999994 89.237990724000014 -0.033594999999999993 40.00488309970001 55.855406118200008 -0.10696499999999999 1.0000000180025095e-35 41.909642283050012 62.009286778800011 61.971648364950006 -0.093130000000000004 41.600558339100012 38.751720283100006 37.345948426100009 42.546237522150008 -0.067414999999999989 39.896141435400004 0.080110000000000028 -0.066979999999999998 -0.077085000000000001 -0.078549999999999995 47.927946529500012 91.109157582800023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 9 8 -2 -7 23 -6 18 14 15 16 -14 -17 19 20 -5 -20 -19 -8 25 26 27 28 29 -15
right_child=3 -3 -4 12 11 6 10 -9 -10 -11 -12 -13 13 24 -16 17 -18 22 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10654152244857432 -0.15992519801748215 0.080517920908355634 0.036376578140996783 0.056629957844429861 -0.011255865621282831 -0.018815348000571143 -0.064712753943273318 0.074125274149556705 0.035481072306087595 0.048486125308732815 -0.12322223557912629 -0.12272340800553372 -0.055108301035809208 -0.0052362584978162133 -0.11293548525888593 0.03576117442359994 0.11089689237060502 -0.03281838622017999 -0.10507780842102493 0.074963266223815522 -0.13188103468287224 0.014724297729106073 -0.10778515643614735 0.086310449111424936 -0.00061002054119570692 0.047424864932847532 -0.16563111935141345 0.10091563466199538 0.051023635273069814 -0.11496773090929908
leaf_weight=0.40265404174715513 0.47660755857941672 0.9848671481013298 0.45744864630978443 1.1917091224568124 0.71997195063158814 7.7018322572112083 0.63554135906451958 2.6348403937590819 0.97483600965642836 2.5932144314647285 1.3631969049165489 1.2842249422537859 0.73447351890353996 3.5365584884129913 1.8428441469732195 1.6551574057666574 1.0221115538442971 3.9499180466227681 0.90210097550880153 4.2238814699812792 0.81956138345412899 6.2417770851316163 1.2855703959394329 0.37800797447562218 185.32714342911277 10.062304011022205 0.72849852591753261 1.4801259785890568 2.6276043856778415 2.5269414643080381
leaf_count=38 67 7 28 59 7 56 73 49 37 67 54 51 41 46 140 16 7 42 29 117 20 149 54 3 2736 149 10 56 221 204
internal_value=-3.134e-05 0.0287487 -0.03053 -0.000244654 -0.0110695 -0.00250509 -0.0154402 0.0376075 -0.0286841 -0.00186281 -0.0742518 -0.0826807 0.000637776 -0.000582912 -0.0328171 -0.0157428 0.0414858 -0.0303317 0.0204165 0.0442712 -0.0201853 -0.000403844 -0.0512264 -0.00838794 0.00105624 0.0157878 -0.0134186 -0.00251664 -0.0201315 -0.0509664
internal_weight=250.766 1.84497 0.860103 248.921 18.7623 16.7581 12.6718 4.08628 1.45144 10.295 2.37675 2.0042 230.158 216.779 10.4901 8.64723 1.75659 6.89065 13.379 6.23515 2.01127 7.14388 5.23549 1.01355 206.289 20.962 10.8997 10.1712 8.6911 6.0635
internal_count=4633 73 66 4560 464 406 253 153 104 123 130 58 4096 3722 300 160 48 112 374 196 79 178 96 76 3422 686 537 527 471 250
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=2 2 4 4 3 2 4 3 2 3 1 4 1 2 3 0 4 0 3 4 3 3 3 4 1 1 2 0 4 2
split_gain=0.15326 1.02952 0.589681 0.923109 1.40488 1.15341 0.900268 1.35919 1.64747 1.60225 1.34855 1.21113 0.734301 1.33777 1.88526 0.649835 0.585451 0.753808 1.00283 0.868502 0.666532 1.32378 0.630749 0.725573 0.475145 1.55357 0.79191 0.65834 1.07114 1.49575
threshold=-0.11534 -0.11051999999999999 44.202975721700007 47.927946529500012 -0.245505 -0.61402999999999996 41.835830569250014 0.093955000000000025 -0.58835000000000004 0.08574500000000003 62.425997789000007 42.081757894750005 67.254468591300011 -0.22573999999999997 0.084995000000000029 93.910530954700008 48.109449608500007 95.746747857800017 -1.0000000180025095e-35 49.960114208400007 -0.55393499999999996 -0.25098999999999999 -0.15849499999999997 48.823707093150006 83.116371560950014 75.806453904250006 -0.61402999999999996 87.028078140750011 39.571921479100006 -0.13006999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 24 9 -9 10 11 -8 -12 -14 15 -15 -5 18 20 -19 -18 -22 -23 -24 25 27 -26 -1 29 -29
right_child=1 -3 3 16 5 -7 7 8 -10 -11 12 -13 13 14 -16 -17 17 19 -20 -21 21 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.014744505179142806 -0.075637869568771846 -0.00070805562677214533 0.039215010035902748 0.090917673114254471 0.088985929801634556 -0.10660516600096318 0.031118553602857209 0.034699346701246456 -0.12133809945128111 0.087503476946633768 0.086889355128749068 -0.14264288712853015 0.079919820768966685 -0.18143211210626273 0.11430141383683945 -0.048868751663654959 0.061612809828473086 -0.14296969526706646 0.076655526511236069 -0.0076887108813906606 -0.11959004291736985 0.051772914624165924 0.03242158941409571 -0.11787746457944884 -0.1083524324664203 -0.084497357595603922 0.070586445986236909 -0.04928617405262925 0.041713727107218136 0.039905350237987094
leaf_weight=11.66461625325247 1.851930749384336 186.14582080149103 1.2385740280296884 0.7143657011911263 0.336758220772026 2.879651209688745 0.71680042892694273 1.5348935158108363 1.2101041221831099 4.9974864746036474 1.9508301406167445 0.91084202058846131 1.6688928171570285 0.54976443946361708 0.59956748975673679 1.129600235406542 1.0234997868537896 0.73890335625037584 1.8096136001840912 1.3265612808318108 1.1440274607157332 1.5155424310360102 0.63612740486860386 0.64877726184204221 0.28650189838663243 2.1759189673030042 1.8086385512542609 4.306944788520922 8.1815279088914377 3.3370713391341269
leaf_count=356 34 2713 34 16 7 252 3 23 33 40 33 40 44 4 3 76 10 43 72 162 25 11 10 30 33 121 219 92 71 23
internal_value=-3.2597e-05 -0.00144618 0.00432093 -0.0136854 -0.0512793 -0.0861268 0.00968583 0.0296405 -0.0340882 0.0436087 0.0144625 -0.0661198 0.0366979 0.0118957 -0.0379194 -0.0922653 0.00383822 -0.00319629 0.0129213 -0.0560844 -0.0102942 -0.0289524 0.00807446 -0.0434678 9.28801e-05 -0.00315755 0.0461173 0.00328071 0.0165666 -0.0103487
internal_weight=249.04 187.998 61.0424 14.0124 4.45498 3.21641 47.03 15.2688 2.745 12.5238 7.5263 1.62764 5.89866 3.94782 2.27893 1.67936 9.55742 8.84305 6.77759 2.06546 4.96797 3.94447 2.80045 1.2849 31.7612 29.6661 2.09514 27.4902 15.8255 7.64402
internal_count=4633 2747 1886 672 293 259 1214 299 56 243 203 43 160 127 83 80 379 363 158 205 86 76 51 40 915 663 252 542 186 115
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=4 3 3 4 2 4 1 2 4 2 1 0 0 4 2 0 3 2 4 3 1 4 0 0 3 1 4 4 2 0
split_gain=0.162689 1.13274 1.05554 1.59282 1.02433 1.77895 2.09149 1.8895 0.743857 1.03522 0.961282 0.742302 1.69265 1.02467 1.52679 1.04151 1.2026 0.926192 0.906237 1.38919 1.12091 1.34558 1.63049 1.28113 0.741008 0.622529 0.616306 0.598538 0.754583 1.12811
threshold=39.427119987250002 0.091885000000000022 0.094780000000000017 38.238138001450004 -0.072755 36.558960102350007 64.730006406800015 -0.09280999999999999 35.374259656300005 0.15915000000000004 75.806453904250006 85.121961326250016 86.208098410950015 36.859113051050009 -0.094409999999999994 94.985914206850012 0.083070000000000019 -0.105535 38.911218973650008 -0.089139999999999997 78.962703749400006 38.474425342400004 90.60910437050002 94.985914206850012 0.084565000000000015 67.923894665750012 34.515670600900002 39.788107623550012 -0.10771499999999999 85.968825637350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 5 7 -7 25 9 -6 -10 -1 -13 14 17 -16 -17 -14 20 -20 21 22 -15 -24 -21 -4 -27 28 -2 -30
right_child=27 2 4 -5 8 6 -8 -9 10 -11 -12 12 13 18 15 16 -18 -19 19 24 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.079090184037308359 0.027843192782184147 -0.010219788197067207 0.086224464468319634 0.089077336028873633 0.054811420635725874 0.017096314674328133 -0.12185921661074593 -0.11972815528380956 0.054068970063506396 -0.089338451078971426 -0.030288123396896821 0.06405701787143718 -0.027367461407644636 0.030039513468188558 0.055662061690634812 -0.12848142603103227 0.067439814579306631 -0.18879996629092022 0.095148097209627386 -0.091473586514235469 0.051781963737923688 -0.13428571962585387 -0.11637403081480342 -0.014886775243819607 0.0132300229738065 0.084583593356125975 -0.052218891118274414 -0.00018337127470220105 -0.1285241499399418 -0.023371582593184195
leaf_weight=1.4467310479049071 1.9588426597183568 2.544039387892556 2.3859350671991737 4.4258057567058131 0.87456904724967666 1.8879798520356414 2.541088566842518 0.73748648310902432 7.7739646567497385 1.1576787931908255 1.6349508356070144 3.0901826465269577 2.2520024883378991 2.3299414590001088 5.426222182810303 0.73200355674998696 0.54772268801389146 0.42199962906306643 1.2715970723656935 1.172549685230478 1.0274889770262223 1.8615998718887565 2.7904693291056901 2.2442068104865029 1.5958919827171483 0.54424229694268411 0.83388100719093927 182.9806316256545 1.2478339001536349 5.5942809989719535
leaf_count=195 34 53 29 27 19 10 89 27 67 26 50 18 144 18 36 67 40 8 16 22 91 20 38 44 26 26 27 3266 13 87
internal_value=-2.82297e-05 0.00473707 0.0192418 0.0528332 0.00774905 -0.0176315 -0.0626266 0.0266392 0.0275603 -0.0273042 0.0394106 -0.00932084 -0.00554943 -0.0146353 0.0110469 0.0365234 -0.0446272 -0.0528441 -0.0314887 0.00862526 -0.0472939 -0.0583276 -0.0391272 -0.0711361 -0.0311163 0.0553168 0.00180653 -0.00140857 -0.0268816 -0.0425488
internal_weight=247.334 55.5522 27.3416 6.96985 20.3718 8.93061 4.42907 4.50154 11.4412 2.03225 9.40892 28.2106 26.7639 23.6737 9.37995 6.70595 1.27973 2.674 14.2937 4.04004 10.2537 9.22622 7.36462 5.03468 2.76844 3.76406 1.37812 191.782 8.80096 6.84211
internal_count=4633 1233 450 80 370 208 99 109 162 45 117 783 588 570 295 143 107 152 275 64 211 120 100 82 48 82 53 3400 134 100
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=4 4 2 4 2 2 4 4 3 1 0 1 2 2 2 1 3 2 3 2 2 4 0 2 1 2 3 4 1 4
split_gain=0.155309 1.48717 0.877286 0.720327 1.37583 2.08142 1.39002 0.717092 0.743819 0.997695 1.99853 1.25627 1.23693 0.823966 1.26665 1.01566 0.776071 1.10814 1.37417 1.0786 0.867679 1.80921 1.77112 1.58921 1.30899 1.82808 0.893021 0.729471 0.678015 0.655899
threshold=40.467253020850002 40.300545846000013 -0.075639999999999999 40.003678352300007 -0.078504999999999991 -0.066979999999999998 40.148327922700012 39.896141435400004 0.091385000000000022 70.128430332750014 94.940210418650011 66.235542959850008 1.0000000180025095e-35 -0.054875 -0.13509999999999997 71.397382570300024 0.094780000000000017 -0.087660000000000002 0.093325000000000033 -0.10771499999999999 -0.059424999999999999 36.558960102350007 89.576736448400013 -0.053874999999999999 65.644082171150004 -0.094409999999999994 0.095830000000000012 37.892416320650007 77.443724905700023 36.859113051050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -5 -6 -7 8 9 11 -11 -1 -13 14 28 -15 17 19 -19 -10 21 24 -23 -22 -18 -26 -24 -17 -12 -14
right_child=-2 2 -4 4 5 6 -8 -9 16 10 13 12 29 15 -16 27 20 18 -20 -21 23 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.016921461426568259 -0.0018890102925708089 0.097341975357648602 0.022649110930024922 -0.091393738522786927 0.071810963544270287 -0.10173913754837099 -0.00042900679275960303 0.043166612611956361 0.020966490182575785 -0.12594087367327994 -0.10837910312105002 0.056230409878346835 0.034151310594244214 0.10319361596943344 -0.11722279646438304 -0.11214469144164252 0.083329368505231774 -0.040298075058870259 0.072460007695421699 0.12799973724840233 0.10206653464425137 -0.00065419355576483331 -0.01631566715721592 0.0045442293810538797 0.031863805517292128 -0.15469215854519586 -0.13692315951759088 0.0039260812292372556 0.044906633468950428 -0.062019654315248668
leaf_weight=13.636734597195757 158.50106902728658 2.3369208119547693 4.8070484583877251 2.3996253135483121 2.4551179632544509 2.1535825175233176 3.6490060470532626 4.2128293602727345 1.7710900417841915 1.957788379600969 0.37921405592350588 6.2165027372539026 1.2023819498717787 0.93394868075848059 1.6319618573033952 0.61774313892237831 2.3010889682918805 2.7216556070488895 1.7927079523069549 2.010033942759037 2.0201039016246787 3.28225168120116 0.8313390087350857 9.6690593307221189 1.8860198131260406 0.72801630029971409 2.3474549129459774 4.3844256840093294 1.2070713275425076 1.7288466300815342
leaf_count=295 2981 24 47 45 8 48 39 32 36 56 28 44 12 5 85 94 29 43 24 9 16 26 12 137 55 36 107 68 155 37
internal_value=-2.36953e-05 0.00336406 0.0470825 -0.000533766 -0.0247412 -0.00537252 -0.0380294 0.00317986 0.000598437 -0.0096707 -0.0342371 0.0023105 0.03098 -0.0146249 -0.0553707 0.00746524 0.0116979 0.037929 0.00447951 0.077865 0.00226388 -0.0173966 -0.0521792 0.0213979 0.028326 -0.0200925 -0.105381 -0.0104081 0.00826247 -0.0225706
internal_weight=245.773 87.2716 7.14397 80.1276 10.6573 8.25771 5.80259 69.4703 65.2574 33.8966 11.1122 22.7845 9.14773 9.15436 3.21825 5.93612 31.3608 8.29549 4.51436 3.78112 23.0653 11.3762 6.46105 11.6892 4.91513 2.61404 3.17879 5.00217 1.58629 2.93123
internal_count=4633 1652 71 1581 140 95 87 1441 1409 879 491 388 93 435 268 167 530 112 67 45 418 265 145 153 120 91 119 162 183 49
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=2 2 1 4 4 0 4 1 2 0 0 4 1 4 2 4 4 0 2 4 2 3 1 2 2 2 2 4 1 0
split_gain=0.144178 0.553168 0.903905 0.966084 0.545046 0.83972 0.727994 0.936277 0.882597 0.927192 0.752655 0.740992 0.606626 0.527896 0.522892 1.14748 0.538225 0.471195 0.525728 0.666534 0.419616 0.476217 0.405447 0.802095 0.688216 0.410476 0.398371 0.914303 0.351405 1.21225
threshold=-0.16164499999999998 -0.18437499999999998 71.104340634100012 45.921757303800007 44.202975721700007 86.420486603250012 38.804629908750009 62.020040611300011 -0.27494999999999997 87.028078140750011 85.823648898300021 37.345948426100009 70.311245485600026 42.686561923500008 -0.15022499999999997 43.219899330700009 48.823707093150006 87.525442894850016 -0.58835000000000004 39.683197198900011 -0.22147500000000001 0.092185000000000031 68.20618276945001 -0.26416999999999996 -0.23353499999999996 -0.58319500000000002 -0.14704500000000001 42.670715716450012 58.309968391300011 81.90387694410002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 11 10 9 -9 20 22 -7 -10 15 -2 -17 -11 -19 -20 21 -8 23 -1 25 -24 27 -16 -28 -30
right_child=14 2 3 -5 5 12 7 8 13 17 -12 -13 -14 -15 26 16 -18 18 19 -21 -22 -23 24 -25 -26 -27 28 -29 29 -31
leaf_value=0.024699274245672809 -0.12941279291491123 0.096359903150195339 -0.13440226078247552 0.062772747214860827 0.005661852871626607 -0.10797160893288103 -0.10459290818461497 -0.083161928609557664 0.084841894170653354 0.1080002958210903 -0.12337020833615438 -0.11328546240016346 -0.024018414940110231 0.021424678882107626 -0.041989645874854958 0.090950276540428879 -0.029851304516350242 0.036150851008975894 0.041313431449240275 -0.088260443642703121 0.10117688820237652 0.0107229433711661 0.028381714323176373 -0.11732774483373826 0.10971635888718285 -0.10958859785807756 0.038145226922463249 0.096151186450613976 -0.1138171194044066 -0.00072549875008791874
leaf_weight=0.87398890906479243 1.0061679514183191 1.623006287030875 0.44464623540261505 0.56328235357068479 6.334621175148639 1.3405333958799022 0.49005788343492951 0.93577615963295535 3.7376708385418107 0.60063819587230671 0.66024453542195249 0.78135929229392775 2.4044961617910303 2.0230736834200798 0.77275431544694528 0.50780230714008201 1.3476077901868846 3.5076466197424492 0.69489958616031378 0.92605179176825914 0.33684919634833854 1.3301443466916678 0.56147364888602169 0.72955743794228611 0.65591111559115212 0.35008291949270642 2.2893916324828743 1.2609089743054935 0.95225699624279414 203.89023847847602
leaf_count=30 80 21 25 22 177 51 129 27 40 3 23 57 101 37 54 11 215 113 19 43 4 13 55 108 12 60 157 18 76 2852
internal_value=-2.11229e-05 0.00624607 0.0501685 -0.0242107 0.00229879 -0.0165309 0.0121864 0.0221029 0.033904 0.00912639 -0.029946 -0.0260584 -0.0540695 0.0625709 -0.000964215 -0.0434215 0.00321056 0.0242002 0.0143859 -0.0327123 -0.00135007 -0.0203238 -0.00456503 -0.039918 0.0316017 -0.0246057 -0.00038336 0.0436602 -0.000815789 -0.00125123
internal_weight=243.933 31.906 2.63093 1.00793 29.2751 10.0797 19.1954 15.2431 12.4258 6.66501 2.8173 3.95237 3.74503 5.76074 212.027 2.86158 1.85541 5.72924 5.1286 1.62095 2.15705 1.8202 3.17101 1.60355 1.56747 0.911557 209.166 2.03366 207.132 204.842
internal_count=4633 1170 68 47 1102 329 773 451 282 205 169 322 152 77 3463 306 226 178 175 62 146 142 265 138 127 115 3157 72 3085 2928
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=0 2 4 3 4 0 1 4 1 3 3 0 3 2 1 0 1 2 3 1 0 1 3 0 4 0 4 1 2 0
split_gain=0.145939 0.267471 0.534907 0.416437 0.231127 0.211827 0.666245 0.6908 0.511329 0.463119 0.544136 0.764704 0.447226 0.242868 0.312124 0.25755 0.790673 1.24414 0.843462 0.395496 0.467562 0.424141 0.801552 0.386931 1.32297 1.29999 1.2052 1.58924 1.10504 0.78294
threshold=113.1679565431 -0.088274999999999992 48.109449608500007 -0.38221499999999997 40.767054867700004 109.03310793845002 82.299080289250014 44.749265482150008 83.602982482550019 0.090235000000000024 0.089850000000000027 104.22883325935001 -0.17949499999999999 -0.59614999999999996 64.294476189700006 104.86330937810001 81.339300736700025 -0.18437499999999998 0.10214000000000002 80.13218303615001 100.69082235970002 81.011308844800013 0.082855000000000026 97.886760529650019 42.320906304050006 101.61296349840002 41.087689990200012 72.62331947780001 -0.22573999999999997 97.491557184450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 8 -7 12 13 10 11 -10 -8 14 -1 16 19 -18 -19 23 -21 22 -22 29 25 26 27 -25 -26 -15
right_child=1 2 -4 4 -6 6 7 -9 9 -11 -12 -13 -14 15 -16 -17 17 18 -20 20 21 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-0.017550770054153474 0.097913084012677398 -0.10428536932152639 0.047584405952091069 0.011690825121604151 -0.1155817888324725 -0.11225453311986311 0.048808853194704314 0.089189745179456215 0.030282248362488259 -0.10642601913336969 0.11209318252821768 -0.093183762398329179 -0.10297798724377866 -0.00044556060554369354 0.036975596607765997 0.03170217053295598 0.091713643549111865 -0.11201564171010921 0.017719220268574566 0.055274031801942125 0.012234466158900758 0.024275670708046006 -0.12842644890135632 0.034999586277602461 0.043829146043019997 0.043302376931363615 0.019296230320757019 -0.084979757850156684 -0.11350270432026813 0.035269943322641814
leaf_weight=1.4558221141342063 0.13778064213693142 0.31761755287879967 0.85953402944869595 0.17996448030407941 0.68881920630155946 0.29400986555265207 0.38385049038333863 1.4313534753164274 0.93456325677107122 0.79228531294575066 0.28293591737747181 1.0829371361614901 0.39271066866058379 192.90453017549225 3.7643864277197281 2.5273704380961126 0.51484159770188886 1.9331020783865818 0.67650800931733091 2.766981596592812 1.2182583024405174 3.7348684598691761 0.60696025984361757 1.5071661751717345 0.56773892429191652 4.234811997099313 3.9239150169305503 4.127371549140662 2.0891084932663935 6.3395397394197053
leaf_count=23 2 159 43 131 128 26 20 34 39 79 1 171 167 2772 65 77 9 129 8 22 28 28 30 8 27 68 39 130 101 69
internal_value=-2.06133e-05 -0.0257556 0.0066071 -0.063603 -0.0892179 0.00021307 0.0291587 0.0479895 -9.1233e-05 -0.0404873 -0.0177776 -0.0359908 -0.0279505 0.000440642 0.0217692 -4.41312e-05 -0.000397361 -0.0503552 -0.0783835 0.000299407 0.0216839 0.0049678 -0.0345411 -0.000526162 -0.0152664 -0.00282012 -0.0232544 -0.0528868 -0.0798826 0.000690834
internal_weight=242.672 2.18372 1.17715 1.00656 0.868784 240.488 2.50192 2.20791 237.986 3.09272 2.30044 2.0175 0.776561 234.893 5.22021 229.673 227.146 3.12445 2.60961 224.021 8.32707 5.56009 1.82522 215.694 16.4501 13.7933 9.55845 5.63454 2.65685 199.244
internal_count=4633 463 202 261 259 4170 247 221 3923 290 211 210 187 3633 88 3545 3468 146 137 3322 108 86 58 3214 373 245 177 138 128 2841
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 3 2 2 0 0 3 4 1 0 0 3 0 4 1 4 2 2 3 2 0 0 3 1 0 4
split_gain=0.143992 1.28621 0.684288 1.41345 1.26002 2.57882 2.39639 2.42769 1.99653 3.0362 1.38039 1.32 1.17671 0.930537 1.76293 1.31797 0.801449 0.599934 2.02856 1.48263 1.66618 2.16145 1.304 1.11529 0.935323 2.60113 1.61816 1.55311 1.5177 1.72608
threshold=62.041548276350007 62.036171360100006 87.028078140750011 86.866770652900016 -0.077085000000000001 0.093185000000000032 -0.082404999999999992 -0.089569999999999997 86.345209775600011 86.036037090600004 0.078385000000000024 42.684965421050009 62.116825104000007 86.264556031700025 85.769879735700016 0.080545000000000019 86.345209775600011 41.243661560350013 64.630533455950015 41.835830569250014 -0.079369999999999996 -0.07490999999999999 0.093955000000000025 -0.027754999999999998 90.321439350550008 91.109157582800023 0.085855000000000029 71.504920895500007 94.300357383600002 43.521589032450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 10 7 13 9 -7 -6 -8 -4 14 15 -2 -12 18 -14 20 22 -22 -19 -23 26 -26 -21 28 29 -27
right_child=2 -3 12 -5 5 8 11 -9 -10 -11 16 -13 17 -15 -16 -17 -18 19 -20 24 21 23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0015787090723564504 0.033715901777112638 0.086024724791289559 0.066459354113173302 -0.082714299847584632 -0.032254114460716236 0.029827082871904498 0.010969951310228482 -0.095680631905605176 0.07632172919559764 -0.14655565026157844 -0.06955443151780949 0.1132866296901875 0.067574696027862188 -0.021822741536893217 0.058007623299283807 -0.10199558193214175 -0.18134364912294437 -0.13382973508842774 0.0020178641649115916 -0.10109890538520123 0.11332057725768052 -0.12985149860864673 -0.023571214665702341 -0.0017065354915374008 0.086577322635819798 0.038432968488617658 -0.0068230015000907435 0.010527564300229327 -0.076962749180461837 -0.094345076064532685
leaf_weight=63.590457363679889 1.3570283429944594 1.8563142651692022 2.7566676884889594 2.7256878335028878 2.2858701475197432 2.5834616723004729 2.3406067090109017 2.8888663155958048 2.4992533847689629 1.5684138848446307 1.0494763411115857 2.7333982693962753 5.0687673538923255 7.5534519182983777 5.7837760262191296 1.5139698641723951 1.6490155421197412 2.5897389932943042 68.617983054768956 2.2935645741817998 1.1984938018140381 1.0302547035971656 1.8310207207978235 1.9931029353901959 3.6856888795737168 3.6144862477667612 8.8291902437631489 27.769988676143839 4.6733268718235195 1.3427739145699886
leaf_count=1049 44 25 11 32 27 40 31 30 10 19 35 60 66 41 36 93 14 65 1390 51 5 13 32 68 36 29 59 930 239 53
internal_value=-3.02543e-05 0.00397391 -0.00152069 -0.0132965 -0.00801226 -0.0350495 0.00500294 -0.0112272 0.00570498 -0.0368033 -0.0894323 0.0660886 0.00178423 0.0038253 0.0262096 -0.0378491 -0.137867 0.000459048 0.00652739 -0.00688926 -0.0452538 -0.000323888 -0.0881621 -0.0453739 -0.000538447 0.00642567 -0.0262631 -0.00147298 -0.0360768 0.00246736
internal_weight=241.274 65.4468 175.827 38.5323 35.8066 11.6355 24.1711 19.0971 6.65113 4.15188 4.98436 5.074 137.295 16.2082 8.65477 2.871 2.69849 134.538 73.6868 60.8516 8.64261 4.22185 4.42076 3.02336 52.209 41.0863 11.1228 37.4006 9.63059 4.95726
internal_count=4633 1074 3559 512 480 145 335 244 69 59 76 91 3047 214 173 137 49 3036 1456 1580 183 86 97 81 1397 1287 110 1251 321 82
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=2 2 3 3 1 1 2 0 1 1 1 3 1 0 3 2 2 2 3 2 2 0 2 4 2 1 1 2 3 3
split_gain=0.142076 0.875067 0.877377 1.47404 0.508833 0.747628 0.696 0.664069 0.595564 1.06509 0.850198 0.708884 0.696987 0.9286 0.818259 1.34145 0.467084 0.442817 0.377019 0.981352 0.348928 1.44723 1.38531 1.54659 1.83233 1.37055 1.17812 1.10678 1.05454 3.50324
threshold=1.0000000180025095e-35 0.048475000000000011 -0.04931 0.090465000000000031 59.98487780655001 61.821094709650005 0.055540000000000013 67.058211147750015 76.621056717750008 78.895492296100016 72.62331947780001 0.079745000000000024 62.057679025150001 88.350799540950007 0.11296500000000002 0.11061500000000003 0.063030000000000017 0.28423000000000004 1.0000000180025095e-35 0.26597500000000007 -0.06828999999999999 86.345209775600011 -0.017745 41.873095646600007 -0.051199999999999996 62.245871094250013 61.950140699950005 -0.040509999999999997 0.075810000000000016 0.084365000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 -2 -4 7 -6 -7 -3 10 -10 11 18 -13 -14 15 -15 -11 -12 19 -8 -1 22 23 24 -22 27 -24 -23 -27 -30
right_child=1 4 3 -5 5 6 8 -9 9 16 17 12 13 14 -16 -17 -18 -19 -20 -21 21 25 26 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0013014948557401867 0.041099773222879617 0.10122890977140363 -0.14327914515703585 -0.02144544315273321 0.083968766821343188 0.05476817051412395 -0.050836475227237159 -0.10682580158762321 0.073056327683849037 0.072443232843354716 -0.11126824320260718 0.02586493986647187 -0.10826387287984043 -0.00094367338579008295 0.027831198101971051 -0.10084232885004668 -0.011025716782852574 -0.0030379950725007722 0.052628095966978865 0.057292276060580662 0.026284532205147915 0.090097946091094866 0.10703250311109068 -0.12488815777403228 -0.067200408033089187 -0.032648632708547759 -0.016727352323702076 0.022410663250999927 0.088799149635621577 -0.0073551809069010501
leaf_weight=151.64585293666914 1.0255587413266765 0.18773832987062522 1.4772555589515821 3.0297761005349457 1.0943256458267558 2.1535052548806588 1.7805407687556098 0.83902891910111066 2.4444036929053237 0.74324055307079095 1.2846977392327961 2.4612831445410839 1.4251103309506996 3.2889034356921911 2.4255234748125076 2.2732607778161764 6.8423526382575801 0.53564839682076115 2.3042408578330651 1.5878732167184351 4.217768128961322 4.1250650398433208 1.3894665818079368 1.6961163374944579 4.168986705597491 5.37554226163775 1.7230245851096695 5.8297959826886636 5.093602230030231 14.794601616638827
leaf_count=3030 57 4 92 51 13 37 28 105 61 33 46 28 31 18 16 79 258 27 18 16 27 22 17 54 36 60 28 47 43 251
internal_value=-2.05084e-05 -0.00552523 -0.0423824 -0.0613785 0.000530771 0.00271091 -0.000107505 -0.0687842 -0.00412746 0.0156511 -0.0143705 -0.00762205 -0.0215146 -0.0339036 -0.0206367 -0.0417723 -0.00284738 -0.0794208 0.0214581 0.00013551 0.00105821 0.00844946 -0.0197966 -0.0377988 -0.0201861 0.0190324 0.0385211 0.0504587 0.00664931 0.0172711
internal_weight=239.264 39.2043 5.53259 4.50703 33.6717 32.6449 31.5506 1.02677 29.3971 10.03 19.3671 17.5467 11.8741 9.4128 7.98769 5.56216 7.58559 1.82035 5.67265 3.36841 200.06 48.414 13.1954 10.0829 8.38675 35.2186 3.11249 9.95486 25.2637 19.8882
internal_count=4633 1018 200 143 818 709 696 109 659 352 307 234 172 144 113 97 291 73 62 44 3615 585 162 117 63 423 45 69 354 294
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=0 2 2 4 2 2 3 2 2 4 2 2 4 2 2 2 2 1 0 0 3 2 2 3 1 0 1 4 2 2
split_gain=0.123551 0.248056 0.493363 0.370671 0.222481 0.20763 0.59111 0.47442 0.218542 0.678485 0.243313 0.248895 0.381121 1.06544 0.332572 0.290675 0.940416 0.580521 0.688321 0.274915 0.325226 0.217042 0.711373 0.822665 0.425414 0.719833 0.461889 0.465142 0.408743 0.814391
threshold=113.1679565431 -0.088274999999999992 -0.013285 46.095286511800005 -0.16262999999999997 0.63131000000000015 -0.16179999999999997 0.70691500000000018 0.27394500000000005 39.065416244600009 0.26056000000000007 0.24901000000000004 34.424709467050008 -0.117885 -0.091149999999999995 0.20852500000000004 0.18839000000000003 68.846035804500005 101.91675926715001 93.308316333500017 0.11360500000000003 -0.117885 -0.11051999999999999 0.086555000000000021 60.87206898960001 82.605564516150011 59.240174904450008 39.788107623550012 -0.10771499999999999 -0.10434500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 8 -7 -8 10 -10 11 12 13 -1 -15 16 21 -17 -19 -16 -21 -14 23 -23 25 26 27 -24 -26 -30
right_child=1 2 -4 -5 -6 6 7 -9 9 -11 -12 -13 15 14 19 17 -18 18 -20 20 -22 22 24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.066371915736098311 0.059607600298001974 0.046473357068549076 -0.10355126506637298 -0.11642478564363784 -0.10268806230076524 0.10373137052791788 0.063859325698615618 -0.071131722798641467 2.2402410728883176e-05 -0.11097937369292521 0.031885844461069901 -0.03542168319997871 0.0055406884456237421 0.09288514998239733 0.063221249550172304 0.095992496160359375 -0.073935690039062613 -0.061996589506195188 0.059123269088312863 -0.067880915817180892 0.050287062824721979 0.0063648804128120301 -0.12411542167256068 -0.078985040883678914 0.042324457085172226 -0.14789376976423135 0.094158021012886658 -0.0028353955925739536 -0.064207326660398731 5.4362876148798551e-05
leaf_weight=0.91312159853987385 0.27952516705045138 0.83679483193554915 0.29700067282828857 0.53931758090038784 0.1210407320140805 0.72551884502172459 0.4552312568121113 0.60814669984392822 2.2719170667114663 0.72681836536503386 2.4116759977769098 1.9715373985818576 51.441618711032788 1.3906774363713341 1.1034981725970276 0.93539401562884394 1.7404206539504219 0.92315029504243262 0.95417107129469514 0.47991566334530933 0.45252256243838929 2.0432201335206619 0.43823276413604562 2.5248318909434602 2.2328191557899109 0.5106256844010203 0.32612119894474734 1.1359316865709841 1.9975684196688224 154.66690603795359
leaf_count=125 94 58 144 59 108 8 29 21 66 52 35 31 1503 21 20 12 31 26 14 36 9 17 10 33 17 11 7 148 41 1847
internal_value=-1.37469e-05 -0.024316 0.00717402 -0.062303 0.010566 0.000200353 0.0341391 -0.0133422 -5.95562e-05 -0.0268816 0.000289249 -4.46979e-05 0.00026363 0.0296127 0.0551906 -0.000310429 -0.000720573 0.0316322 -0.000435971 0.0294427 -0.0105327 -0.00013422 -0.00189412 -0.0408093 -0.000792094 -0.0424834 -0.0141586 -0.0365986 -0.000159521 -0.000765013
internal_weight=237.455 2.07368 1.1338 0.939883 0.400566 235.382 1.7889 1.06338 233.593 2.99874 230.594 228.182 226.211 4.33974 3.42661 221.871 219.058 2.81272 1.87732 2.03594 0.932438 217.318 165.876 4.56805 161.308 2.41091 1.90029 1.57416 158.897 156.664
internal_count=4633 463 202 261 202 4170 58 50 4112 118 3994 3959 3928 211 86 3717 3665 52 40 65 45 3634 2131 50 2081 176 165 158 1905 1888
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=4 4 2 1 1 0 0 2 1 2 4 0 2 0 1 2 2 1 3 4 3 3 3 2 2 3 0 4 2 4
split_gain=0.126216 0.614834 0.731102 0.507945 1.03179 0.554751 1.34717 0.997185 0.858584 0.952883 0.791012 1.66258 1.228 1.59324 1.71521 1.17293 1.32735 1.02267 0.848165 0.710164 0.677478 2.04204 0.979726 0.872453 1.91662 1.4495 0.846626 0.972871 0.829893 0.821104
threshold=42.123054668150012 42.027798546600003 -0.080869999999999997 58.309968391300011 60.87206898960001 85.662341410450011 85.799452775150016 0.20852500000000004 61.076391807500009 -0.075639999999999999 41.243661560350013 86.162394622750014 -0.124155 97.789976036950009 70.816675614150014 -0.066979999999999998 -0.085550000000000001 62.116825104000007 0.094385000000000011 41.362929270750008 0.089345000000000022 0.088565000000000019 0.10214000000000002 -0.072755 -0.117885 0.42293500000000012 94.300357383600002 40.467253020850002 -0.14314999999999997 39.571921479100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 7 19 8 -6 -10 20 18 -13 14 15 16 -14 -17 -12 -7 21 -8 -22 24 28 26 -26 -28 -24 -25
right_child=-2 2 -4 4 5 6 10 -9 9 -11 11 12 13 -15 -16 17 -18 -19 -20 -21 22 -23 23 29 25 -27 27 -29 -30 -31
leaf_value=0.043900614181804555 -0.0031288857377626232 -0.0041636319831315806 0.066805763307151281 -0.082923072527786912 0.083951327669611095 0.012462167026475552 -0.0012154826709391347 0.10018547962689227 -0.099523313668126001 -0.016219585619726012 0.070783157382721493 0.013368823492645322 -0.034858937066923876 -0.13107103760720656 0.030776065837582009 0.043188036341403217 -0.1210205077305417 -0.052868502375347105 -0.0019530843261057968 0.069141664015404683 0.021977618917314212 -0.11095297178667612 -0.018413867514573828 0.031368335921958077 -0.14664276605868928 0.017410237928988812 -0.11120880454762394 0.10305004980623174 0.073208444329132788 -0.020938998013564702
leaf_weight=2.640343146165832 83.876031494684867 2.7315295953594614 3.0977284984546705 1.4979162772015104 0.52035355381667514 4.6165056973695737 42.951953632062214 0.56136187724769104 2.3216314030578356 3.3609708187868823 2.787512436509135 5.3634556318647837 3.9026232622563888 1.7788177269540018 3.463314574211835 2.0354794822633231 3.2997071575373416 2.4333987520076334 3.7732612565159798 4.2416831441223621 32.592684198227289 1.7654180913705193 2.4900353310731589 7.6811722896254633 2.2049314014147989 1.16951604262249 0.57301821872079006 0.33629814349114895 1.6395232522299918 4.9254184974561213
leaf_count=139 2041 25 28 79 15 25 842 11 181 51 28 81 27 75 41 18 48 40 19 20 457 37 58 101 22 12 51 2 13 46
internal_value=-1.21338e-05 0.00169921 0.0335502 0.000435547 -0.000359825 0.000506291 0.00189625 -0.0274448 -0.0389952 -0.0502534 -0.000730297 -0.0152938 -0.0283244 -0.0415459 -0.0310236 -0.0493621 -0.0743334 -0.00911678 0.0289508 0.0396028 0.0035408 -0.00554786 0.0111215 -0.00571157 -0.0306501 -0.0775124 -0.113159 -0.0319681 0.0179622 0.0109318
internal_weight=236.634 152.758 5.82926 146.928 144.288 142.79 136.026 6.76432 6.20296 5.6826 127.168 28.8376 22.2768 16.9133 15.1345 11.6712 7.20233 4.46888 6.56077 8.85819 98.33 44.7174 53.6126 21.0199 8.41332 4.28376 3.11425 0.909316 4.12956 12.6066
internal_count=4633 2592 53 2539 2400 2321 2063 258 247 232 2018 377 330 249 174 133 75 58 47 45 1641 879 762 305 158 87 75 53 71 147
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=2 2 3 3 1 1 2 0 1 1 1 3 1 0 3 2 3 2 3 2 4 2 3 3 3 3 3 3 4 2
split_gain=0.147038 0.701785 0.7227 1.30417 0.424645 0.59635 0.597332 0.577171 0.482821 0.892846 0.734443 0.547529 0.550235 0.737091 0.703825 1.02178 0.492426 0.400655 0.321664 0.773344 0.313897 0.313788 0.867916 1.96534 1.10434 1.27856 1.08569 1.78462 2.04899 0.397416
threshold=1.0000000180025095e-35 0.048475000000000011 -0.04931 0.090465000000000031 59.98487780655001 61.821094709650005 0.055540000000000013 67.160372556750005 76.621056717750008 78.895492296100016 72.62331947780001 0.079745000000000024 62.057679025150001 88.350799540950007 0.099465000000000012 0.075080000000000022 0.18642000000000006 0.063030000000000017 1.0000000180025095e-35 0.26597500000000007 40.165165956550005 -0.031989999999999998 0.084365000000000009 0.08729000000000002 0.077080000000000023 -0.17949499999999999 0.087795000000000026 0.097005000000000022 41.489621506400006 -0.053874999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 -2 -4 7 -6 -7 -3 10 -10 11 18 -13 -14 15 -15 -12 -11 19 -8 -5 29 24 -24 25 -23 -25 28 -28 -1
right_child=1 4 3 20 5 6 8 -9 9 17 16 12 13 14 -16 -17 -18 -19 -20 -21 -22 22 23 26 -26 -27 27 -29 -30 -31
leaf_value=0.0012213870694084128 0.037828232765664445 0.094377869066079201 -0.13697325993083173 -0.053985332556412295 0.079776581943740474 0.050799637651879906 -0.046443760082750057 -0.10604154241548298 0.067938567256596388 0.06867657510798382 -0.11040643700353414 0.02281997579791277 -0.099645679750038033 -0.010311099333827373 0.014256625273717164 -0.1121539575340981 0.010836632780020507 -0.010819346230780395 0.048421021985870082 0.051862873489132322 0.010470049914685295 0.07909933032978321 -0.13476275337016833 0.10199229105468 0.091349214346878732 -0.07840072612396691 0.012303163436638405 0.028613592735133267 -0.1332355501467252 -0.015632897475816518
leaf_weight=163.08779899535602 0.99724758829688642 0.17828186089172859 1.3812823568077863 1.4226803161145656 0.95144862029701727 2.1026101124152801 1.7457000225549664 0.74054291313223075 2.3071496687480231 0.70018367697775818 1.215601467702071 2.3829003954306236 1.3400840490940007 2.7878149300813675 3.4594137324020267 1.523489717277698 0.46241522207856167 6.7059264606023135 2.1701087076216936 1.4774830392561851 1.6112776498775927 0.96227723587071556 0.99407887502456915 1.1937557319179166 2.7579052839428186 1.1099177062278638 2.1366970989656688 8.1639168495312315 1.7675921018235383 15.30297496919229
leaf_count=3185 57 8 92 22 13 37 28 101 61 33 49 28 31 12 31 70 24 258 18 16 29 14 18 7 37 33 37 62 87 135
internal_value=-1.26449e-05 -0.0057386 -0.0390594 -0.0564256 -0.000146605 0.00181839 -0.000623058 -0.0671537 -0.00444656 0.0136182 -0.0138981 -0.00762827 -0.0199629 -0.0311526 -0.0193407 -0.0462994 -0.0769952 -0.00330369 0.0186581 -0.00138073 -0.0197543 0.00107943 0.0132662 0.00085368 0.0499016 -0.00526151 0.0110191 0.00202027 -0.0535867 -0.000224432
internal_weight=235.141 37.6636 5.41249 4.41524 32.2512 31.3323 30.3809 0.918825 28.2783 9.71326 18.565 16.887 11.4937 9.1108 7.77072 4.3113 1.67802 7.40611 5.39329 3.22318 3.03396 197.477 19.0861 14.256 4.8301 2.07219 13.262 12.0682 3.90429 178.391
internal_count=4633 1018 200 143 818 709 696 109 659 352 307 234 172 144 113 82 73 291 62 44 51 3615 295 211 84 47 193 186 124 3320
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 1 0 1 2 0 4 4 4 1 1 1 1 1 3 1 3 2 3 2 4 2 2 0 3 0
split_gain=0.123004 0.583064 0.646686 0.793753 0.443624 0.379742 0.53626 0.516248 0.515699 0.475948 0.321607 1.00027 0.552725 0.913718 0.527767 0.452714 0.422916 0.696449 0.730174 0.727114 0.622506 0.408827 0.371093 0.362956 0.533526 0.347284 0.271524 1.18341 1.17202 1.61879
threshold=1.0000000180025095e-35 0.048475000000000011 69.545034918450014 61.987779113750001 86.692020874450009 59.98487780655001 67.058211147750015 61.821094709650005 0.050115000000000014 85.866664228400012 42.527280425250005 42.027798546600003 41.319407281650008 63.910026677050006 66.439865777750015 65.509659264600018 81.339300736700025 76.621056717750008 0.088075000000000028 69.165962322050021 0.10214000000000002 0.15915000000000004 -0.091114999999999988 0.075080000000000022 38.171717059500004 0.09450500000000002 -0.06828999999999999 86.345209775600011 0.10487000000000003 85.799452775150016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 3 4 -2 6 -3 -7 -9 -10 11 12 13 -11 -14 -15 17 19 -19 22 -18 25 -17 -21 -25 -12 -1 28 29 -28
right_child=1 5 -4 -5 -6 7 -8 8 9 10 21 -13 14 15 -16 16 20 18 -20 23 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0010947259605823482 -0.13527008583183597 0.097637519772780013 -0.10383424849855641 0.0095307131498734224 -0.010548071959478114 0.076400743236694796 -0.10544280458976688 0.066800747286957785 -0.077857117609396287 0.053848135474319381 -0.027585519799923887 0.060153945485363361 -0.12684500844834615 -0.082181552537922073 -0.0012690850341399308 0.059240092045766302 -0.10677632539447462 -0.015675803249595954 0.063431545156626398 -0.011703233339436639 0.022375037072676938 0.014508158433071849 -0.0056862420755233976 -0.012641761688748331 -0.10278940408829809 -0.10648172986394132 0.049740172106602504 0.017343066884982713 -0.080235911069161989 -0.033283936617588716
leaf_weight=150.18232050919323 0.73295316453731973 0.16085736104287462 1.1109154132645924 2.9924248780589551 0.46682471036911011 0.89701884705573576 0.67846557578013744 1.0936710741370941 0.82845952475327322 2.758412100374712 2.4180787885561581 2.7885967413312747 0.68850227445363887 0.79164636321366089 0.65125174936838448 1.3482164405286314 0.91698265110244281 1.9582205554470409 2.8869643988728058 2.3173647923395038 0.62933736861850775 1.7507488051487596 2.5366031848825497 1.1173340691893829 1.5918490584008393 0.72525891930854403 3.6632248261594196 34.054102458932903 2.4714257200248531 6.5432764887809753
leaf_count=3030 55 4 113 30 2 13 105 14 27 23 20 33 10 13 34 11 157 35 32 16 19 53 41 24 39 95 72 423 42 48
internal_value=-1.54991e-05 -0.00531921 -0.035998 -0.0180217 -0.0867417 -0.000159876 -0.0665222 0.00165476 -0.000595379 -0.0031633 -0.000943391 0.00401341 -0.00373956 0.000670863 -0.0658028 -0.0084431 -0.00462847 0.000945129 0.0314597 -0.0156459 -0.054213 -0.0242192 0.0168463 -0.0407578 -0.0656103 -0.0457892 0.00097667 0.0076335 -0.0184473 -0.00348568
internal_weight=233.751 36.837 5.30312 4.1922 1.19978 31.5338 0.839323 30.6945 29.7975 28.7038 27.8754 22.9813 20.1927 18.8529 1.33975 16.0945 15.3029 13.7566 4.84518 8.91137 1.54632 4.89409 3.88482 5.02655 2.70918 3.14334 196.914 46.732 12.6779 10.2065
internal_count=4633 1018 200 87 57 818 109 709 696 682 655 487 454 410 44 387 374 198 67 131 176 168 52 79 63 115 3615 585 162 120
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 4 4 4 1 0 1 0 2 1 4 4 2 4 1 4 2 1 4 1 2 2 0 0 1
split_gain=0.126298 2.1336 1.39857 1.82536 1.01539 0.888492 0.673185 0.579932 0.966987 1.24031 0.922982 0.883989 0.76781 0.640788 0.61807 0.601793 0.568983 1.10031 1.52039 1.15748 0.952079 0.764822 0.659291 0.546743 0.544499 0.569393 0.534551 0.518037 2.27583 1.28108
threshold=91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 -0.051199999999999996 89.861713010250014 38.621016321050007 39.427119987250002 40.165165956550005 62.00390986255001 85.823648898300021 62.132955852800002 86.474255765850003 0.13747000000000004 61.821094709650005 38.110427674550003 38.238138001450004 -0.033594999999999993 35.887362732750006 75.806453904250006 38.324118171300007 1.0000000180025095e-35 68.846035804500005 40.518963363600001 59.240174904450008 -0.25447999999999998 -0.054875 93.843319501450011 94.047642319350018 70.74946416085001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -3 7 -7 10 9 -9 14 -12 -11 23 15 24 17 18 -4 -20 -18 -19 -22 26 25 -1 -10 -24 -29 -30
right_child=2 4 16 -5 -6 6 -8 8 13 12 11 -13 -14 -15 -16 -17 20 21 19 -21 22 -23 27 -25 -26 -27 -28 28 29 -31
leaf_value=0.078011062064127862 0.0038035141088466132 0.080814982347971603 0.0018914932453987959 -0.110544402312012 0.0011622678394849759 -0.0084386430323964423 -0.085894507256628908 0.0050223776174900623 0.054264741480370374 -0.11118382920414499 0.074113893044925494 0.015035729284441808 -0.028218620056132224 -0.062399055951632157 -0.098428292661158476 -0.06619353488942667 0.098239015691988785 0.062836216194172401 -0.12664405379840868 -0.011302183290978866 0.045376582421006707 -0.0099734167216922118 -0.035087483480547008 -0.00041086929928163193 0.04339824690409623 -0.084381528968082153 -0.0025469414626698599 0.089433676740678897 -0.062502310743033807 0.0017274363725917766
leaf_weight=0.29449760104762468 2.8957092473283401 4.8793586096726358 3.6542886264887784 2.6955309686018154 2.3815469220280638 2.4006404746323815 2.1068487579468638 4.1508483260404301 3.7500065614003688 2.2978431311203167 3.6453597582876673 8.2983496065717173 2.1678624218329787 1.5874734689423338 0.78765094947266323 1.1347581529989836 1.0497189926900308 1.9940595583793745 2.5890385575767145 1.3103988207622022 3.4003274864517143 5.2180021696294716 3.9086998278944511 89.355412856239127 2.4776818463324162 0.8091469148057534 2.9662640150636426 2.8743984597240333 3.2685041502700178 62.186275833195396
leaf_count=10 42 43 193 60 27 17 34 36 26 22 22 79 23 48 88 21 11 20 86 136 42 187 66 1272 45 93 32 33 113 1706
internal_value=-1.83265e-05 0.00195402 -0.00277206 -0.0513235 0.0546892 -0.00103205 -0.0446423 0.000556766 -0.00221727 -0.0343304 0.0174539 0.0330671 -0.0709086 0.000616102 -0.0164282 -0.00273311 0.000196243 -0.0177794 -0.0444528 -0.0878836 0.00365734 0.0101577 0.00234472 0.00165735 0.0173746 -0.0410485 0.0291737 0.000319159 0.00234456 -0.0014799
internal_weight=232.537 135.492 97.045 5.59124 7.26091 128.231 4.50749 123.723 106.276 8.61655 17.4474 11.9437 4.46571 97.6592 5.50374 4.71608 91.4537 14.7658 7.55373 3.89944 76.6879 7.21206 75.6382 96.0717 3.58133 1.10364 6.71627 72.2379 68.3292 65.4548
internal_count=4633 1938 2695 102 70 1868 51 1817 1459 81 358 101 45 1378 257 169 2593 622 415 222 1971 207 1960 1330 148 103 58 1918 1852 1819
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=2 3 3 3 2 4 1 2 2 4 2 1 3 4 4 1 2 2 1 3 1 3 2 2 1 3 2 2 2 2
split_gain=0.118996 0.468954 0.628781 0.186387 0.15024 0.553747 0.176283 0.157088 0.19176 0.295197 0.952819 0.400817 0.612957 0.257771 1.48672 0.541464 0.713705 0.881708 0.492272 0.927087 0.442745 0.325103 0.282478 0.612911 0.533153 0.409093 0.259792 0.245099 0.224373 0.470702
threshold=0.63131000000000015 -0.17949499999999999 0.18642000000000006 -0.078164999999999998 0.27394500000000005 39.065416244600009 69.165962322050021 0.26056000000000007 0.24901000000000004 34.424709467050008 -0.117885 73.007768990450018 0.11458500000000002 37.041406607950009 36.859113051050009 69.633754036750005 -0.043559999999999995 -0.117885 68.20618276945001 0.085855000000000029 65.509659264600018 0.10453000000000003 0.20852500000000004 0.18839000000000003 69.999384342500022 0.4369650000000001 -0.58319500000000002 -0.091149999999999995 0.12616000000000002 0.075080000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 6 -6 8 9 10 -1 27 -13 14 15 18 17 26 19 20 -11 -21 23 25 -24 28 -17 -12 29 -15
right_child=1 2 -4 -5 5 -7 -8 -9 -10 13 11 12 -14 22 -16 16 -18 -19 -20 21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.063979428971304916 0.089354810301896903 -0.010418345567230883 0.1007836875388321 -0.11055059196099802 0.036011327557967619 -0.10867204289421324 -0.02241863306007065 0.026074096016573064 -0.031559939596554371 -0.012889170990209002 0.10397215321971696 -0.10766311923273282 0.085151839163751575 0.00094354005108656801 -0.10367002082115957 0.054450364558932776 0.020346763717996166 -0.12902521527061314 0.073298521180459666 0.053462012877406477 -0.11122311984892858 -0.0020999229072279375 0.090887830200471795 -0.061968015148799849 -0.00526602948913073 -0.056708008755590858 -0.042038977586467768 0.04133458097457491 0.024876769140268814 -0.04494438199182299
leaf_weight=0.90101224939280644 0.70180111844092596 0.33568280323379429 0.32386226579546928 0.41660036472603579 0.83826248999685038 0.59689325529325277 1.3445367887024984 2.2996615124284281 1.9325338471535349 1.0564463798364139 1.1806698227301242 0.34938326576229872 0.312197210209888 193.97104057061915 1.6213709213625396 0.44335301744285882 1.5986256966789381 1.1456394642500525 1.2024648934602735 2.3919192324392498 0.80812528636306513 1.8814316731877623 0.9875186681747431 1.5816307757049788 1.3860223028168546 1.2411147936654732 0.75291243784886341 1.3266294831410044 3.8226345527800722 2.2614288913537157
leaf_count=176 11 20 19 26 10 57 70 35 34 54 13 68 11 3411 34 16 33 55 9 24 10 24 15 29 34 25 61 28 85 136
internal_value=-1.26508e-05 0.0257582 -0.0157159 -0.0658697 -0.000212529 -0.0233196 2.02805e-05 7.11052e-05 -0.000195665 7.70901e-05 0.0267611 0.0525615 -0.0166745 -0.000420728 -0.014131 -0.00126182 -0.0311634 -0.0663252 0.0147902 0.003328 -0.0555082 0.0289997 0.000441111 3.98469e-05 0.0347391 0.000527057 -0.00627865 0.0708302 0.000882136 0.000414717
internal_weight=231.013 1.77795 1.07615 0.752283 229.235 2.77969 2.1828 226.456 224.156 222.224 4.06989 3.16888 0.66158 218.154 12.9023 11.2809 3.94053 2.3419 7.34039 6.13792 1.86457 4.27335 205.251 202.878 2.37354 201.296 1.19627 2.5073 200.055 196.232
internal_count=4633 76 65 46 4557 137 80 4420 4385 4351 296 120 79 4055 320 286 165 132 121 112 64 48 3735 3686 49 3657 77 41 3632 3547
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=4 1 1 4 4 1 4 4 1 3 3 0 3 1 3 3 4 0 4 0 2 0 0 3 4 1 3 2 0 4
split_gain=0.118689 0.531047 1.36274 0.908761 0.775123 0.648237 0.642168 0.972539 1.57194 1.2028 2.18314 0.767458 0.637284 0.515412 0.514189 0.509487 0.750118 1.49915 0.788135 0.77359 2.43471 2.11831 0.831166 1.12632 1.11787 1.07056 0.994605 0.857175 2.1428 1.29809
threshold=42.123054668150012 61.987779113750001 62.00390986255001 41.600558339100012 41.972095654800007 61.928633034850002 41.319407281650008 40.574766824850009 61.923256118600001 0.092185000000000031 0.082855000000000026 85.732241321850012 0.089835000000000012 61.86411003975001 0.097005000000000022 0.088075000000000028 41.685324604100011 87.028078140750011 41.600558339100012 87.028078140750011 -0.088039999999999993 86.264556031700025 93.72771580185001 0.087700000000000014 38.911218973650008 66.235542959850008 0.084565000000000015 -0.081844999999999987 97.491557184450016 41.16018805045001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 6 15 13 7 9 14 10 -1 -11 -3 -5 -9 16 18 -18 19 20 -4 -22 24 27 25 -21 -26 28 -24 -29
right_child=-2 2 4 5 -6 -7 -8 8 -10 11 -12 -13 -14 -15 -16 -17 17 -19 -20 22 21 -23 23 -25 26 -27 -28 29 -30 -31
leaf_value=0.0052274410496397708 -0.0030378811193162002 0.082545611874619063 0.027081106505029748 -0.069545685078025679 0.038127693152068431 -0.10430797711546905 0.031443095463295094 0.044219300154319269 -0.12231068750517134 -0.0065210404408147559 -0.13502864393387476 0.052840248508040581 0.01630486937814913 0.036022932367847281 -0.048473779762447509 0.0060794856041887198 0.0088250195299433756 -0.11943964690053298 0.075955378744403515 -0.048550157468426308 -0.018683455728685624 -0.13967883097381703 -0.12695124969593893 0.10870124992063915 0.071933501878442815 0.028164996680567256 -0.01417087364737208 -0.013380886631320782 0.0085448032411830077 0.1140931491536365
leaf_weight=3.694550625665225 82.877239438061224 3.1108183935284606 4.2737711314566695 0.94863753781828497 5.674441270530223 1.6480820253491399 4.1823395996470927 1.2513891215203323 1.8760556459892539 4.2952481154352409 1.5862702555605208 4.418286394327879 2.724334754049778 0.90240249782800674 1.1469588242471216 63.174188793018402 1.9486053034197532 1.711676844039175 1.1985004281741556 3.4140790677629429 3.2744995115790498 2.5925499722361565 2.188614534708905 0.72757786541478608 4.9626289654988796 3.8936413247138262 1.8385339980013666 11.286047103678358 2.5007721921883785 0.85969082877272818
leaf_count=175 2041 17 56 37 68 14 37 32 72 59 50 23 23 5 11 966 14 50 50 38 30 27 62 5 62 40 35 265 262 7
internal_value=-1.05521e-05 0.00169269 0.0044692 -0.0112915 0.00208757 -0.0586932 -0.00390372 -0.0119958 -0.053744 0.000755661 -0.0369031 0.0235787 0.0516189 -0.0180798 -0.000109191 0.00022579 -0.00769778 -0.0511561 -0.00399943 -0.00629123 -0.0303294 -0.0721493 0.00140547 -0.0131143 0.0194796 -0.0076754 0.0486572 -0.0183789 -0.0546935 -0.00435811
internal_weight=230.182 147.305 121.355 25.9502 115.52 3.49912 22.4511 18.2688 4.2744 13.9944 5.28082 8.71353 5.83515 1.85104 2.39835 109.845 46.6712 3.66028 43.0109 41.8124 10.1408 5.86705 31.6716 17.5627 14.1089 7.30772 6.80116 16.8351 4.68939 12.1457
internal_count=4633 2592 2077 515 2037 56 459 422 115 307 225 82 40 42 43 1969 1003 64 939 889 113 57 776 601 175 78 97 596 324 272
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=4 0 3 3 2 2 4 1 1 4 1 2 0 1 1 1 3 4 3 4 4 2 3 0 4 2 0 0 4 1
split_gain=0.111392 0.743367 0.652572 0.817728 1.3721 0.713367 1.08158 1.65572 0.755231 0.552446 0.720363 0.524556 1.06038 1.48645 1.12883 1.47281 0.721905 0.71511 0.655839 0.594579 0.472717 0.436566 1.1969 0.426104 0.406739 0.505398 2.09031 1.44812 0.428547 0.813496
threshold=39.427119987250002 102.21786657775002 0.091885000000000022 0.094780000000000017 -0.087660000000000002 -0.072755 36.558960102350007 64.730006406800015 65.644082171150004 35.374259656300005 70.940344688150006 -0.08158 90.189704902150012 77.360382703650018 67.031326566450005 64.369753017350021 -0.11595499999999999 36.165040341950011 0.08846500000000003 38.110427674550003 35.476804824450006 -0.056184999999999992 0.084365000000000009 86.780739992750014 39.788107623550012 -0.031989999999999998 94.165934477050016 93.843319501450011 40.003678352300007 62.057679025150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -4 6 8 -8 -5 -7 23 12 14 18 15 16 -1 -13 -14 20 -18 -19 -23 -11 25 26 -2 -27 29 -26
right_child=24 -3 3 5 -6 9 7 -9 -10 10 -12 17 13 -15 -16 -17 19 21 -20 -21 -22 22 -24 -25 28 27 -28 -29 -30 -31
leaf_value=-0.10655270188883914 0.027833461490648134 -0.080277395342530672 0.097422668050392763 0.075848215736307734 0.0022794416191740737 -0.028257695464310551 0.016941499752963773 -0.11301634695619288 -0.01498865407202816 0.016798548413977401 -0.012760818334321179 0.045722007979155439 -0.12583713798821147 0.054648467139462253 0.10757790078212677 -0.11239957189549186 -0.032096350380998583 0.038839134768420491 -0.028552567257365599 -0.018202271250607523 0.091981087284410845 0.0075471201229840345 -0.073686670127579915 0.0732400284768671 -0.039090724834598731 -0.13937531263833841 -0.11360080805559579 0.021185653188520552 -0.0011056391651821725 0.045934265747416679
leaf_weight=0.42722049421172315 4.2048555270303041 1.0191833951421347 3.0109380762878573 1.5555864418856846 3.0524009868968305 1.6333651349414111 1.8352357558906081 2.1045818215352483 2.2236386201693676 2.0428204331547004 2.2462694714777172 3.5369178514520181 2.1408286781079373 0.8492093656095675 0.89070023398380715 1.1761105365585534 0.38282218600943618 1.8051624388899643 1.0246190592879427 1.3964277548366224 1.5514166172360999 6.5273484284989518 2.511713135172613 3.8744586575776339 1.4773231642320741 1.1871882686391466 1.3905320226331239 1.0662140215281395 165.78782567673625 4.7222173564950936
leaf_count=81 36 423 25 26 29 24 10 64 40 25 45 50 59 20 6 20 32 29 19 18 60 60 39 29 11 25 53 20 3192 63
internal_value=-6.32205e-06 0.00422992 0.00603177 0.0178738 0.0495257 0.00691719 -0.0158182 -0.0524797 0.0224012 0.0248305 0.0354524 -0.00549679 -0.0232885 -0.0628306 0.00396578 -0.0147386 0.0158265 0.00667602 -0.0943472 0.0315239 0.0674238 -0.00605909 -0.0150256 0.0537548 -0.00115631 -0.0234184 -0.00731493 -0.0634047 -0.000140357 0.0256732
internal_weight=228.655 48.819 47.7998 23.5793 6.06334 17.516 7.71904 3.93982 3.77923 9.79691 8.16355 24.2205 9.83935 4.01466 5.8247 4.934 3.75789 14.3811 3.16545 3.33067 1.93424 10.8442 9.03906 5.91728 179.836 7.84879 5.59539 2.2534 171.987 6.19954
internal_count=4633 1233 810 317 54 263 140 74 66 123 99 493 315 98 217 211 191 178 78 110 92 128 99 54 3400 134 89 45 3266 74
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=2 4 2 1 0 0 1 1 2 0 4 3 0 1 0 0 3 1 2 3 2 4 0 4 1 1 0 2 1 2
split_gain=0.11457 0.562824 0.384664 0.324548 0.160934 1.71654 1.1416 1.57856 0.92343 0.740356 0.609235 0.504992 2.14625 1.23457 1.04702 0.943927 0.763254 0.759706 0.499356 0.473776 0.46196 0.449622 0.843305 0.841814 0.952148 0.728259 0.639566 0.527875 0.450435 0.559082
threshold=-0.63026499999999996 40.574766824850009 -0.59614999999999996 78.27445846800002 91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 -0.051199999999999996 89.861713010250014 38.621016321050007 0.098510000000000028 93.72771580185001 71.053259929650025 98.51854819030001 99.755238930300024 0.12001500000000002 68.846035804500005 -0.0309 0.09803000000000002 -0.11051999999999999 39.427119987250002 85.823648898300021 40.165165956550005 62.00390986255001 62.132955852800002 86.474255765850003 0.13747000000000004 61.821094709650005 -0.016014999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 9 7 -6 20 21 -11 17 -13 -14 16 -16 -15 -8 -17 -19 -7 22 28 24 -23 -24 -26 -25 29 -4
right_child=2 -3 4 -5 6 8 11 -9 -10 10 -12 12 13 14 15 18 -18 19 -20 -21 -22 23 25 27 26 -27 -28 -29 -30 -31
leaf_value=0.023707541578384835 0.012307982521619255 -0.079248384840984842 -0.023248541940832635 0.079860871307467482 0.002768009585567699 0.04297973128042553 0.054712484662001716 -0.10616415202701138 0.00032894589086653351 -0.0058118475051526855 -0.080948191425408808 -0.14244491062243234 0.044107157735838197 -0.11866371704227803 0.056661125782463774 -0.073479116027455868 0.012455470309104974 -0.00062410946835555244 -0.00038369591538590215 0.061423943410580252 0.10735318233019596 0.0031009455429220952 0.07041725024166226 0.0019128604723375965 -0.10192855814208045 0.014811967009780883 -0.025403596900225214 -0.057923227429143104 -0.086873375571644887 0.063577086143768863
leaf_weight=1.1697893996461055 2.1640291605435773 0.9722976460616336 3.4727920123714293 1.0593507913872597 2.8334374217083669 2.0856505441479385 2.6826298378873608 2.5076264165109023 2.3818179084919384 2.2808005018159738 2.0483106260071509 1.2704019099473942 3.4902292905026098 1.6907647752668711 1.7584410565905271 1.6435211568241346 0.60203135607298452 68.754563608588796 2.1667717788332097 1.2530275271128619 2.3948151990771294 4.0100394061300886 3.3764735870063287 93.757607019288116 2.2256062974920496 7.788173473905772 2.1444707503542304 1.4979177341738239 0.78592496239616583 0.94299448211677539
leaf_count=49 39 23 137 46 42 29 39 60 27 17 34 13 36 62 27 114 30 2060 67 15 14 36 22 1313 21 78 23 48 88 24
internal_value=-6.8109e-06 -0.0230244 0.000212257 0.034509 -0.000286066 0.00195283 -0.00352619 -0.0483756 0.0506413 -0.000734468 -0.0413625 -0.000718346 -0.0191816 -0.00538686 -0.0273604 -0.00394356 -0.0842351 0.00248766 -0.0319125 0.000486455 0.0773874 0.0007312 0.0161343 -0.00170129 -0.0320873 0.0316284 -0.0643765 0.000971923 -0.0171214 -0.00470686
internal_weight=227.212 2.14209 225.07 3.22338 221.847 131.193 90.6534 5.34106 6.86228 124.331 4.32911 85.3124 12.6222 11.3518 7.86153 5.56873 2.2928 72.6902 3.81029 70.0076 4.48047 120.002 16.3664 103.636 8.38012 11.1646 4.37008 95.2555 5.20171 4.41579
internal_count=4633 72 4561 85 4476 1911 2565 102 70 1841 51 2463 349 336 300 208 92 2114 181 2075 43 1790 349 1441 80 100 44 1361 249 161
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=2 3 4 3 3 3 2 4 1 1 4 4 2 1 4 1 1 3 4 4 1 3 4 2 2 2 1 4 3 3
split_gain=0.114197 0.413335 0.533006 0.185136 0.139883 0.796258 0.762823 1.00722 1.85569 0.748566 0.477472 0.403299 0.886052 0.603114 0.78046 0.567087 0.820767 0.562928 1.0258 2.53299 0.621613 1.20884 0.757098 0.591791 0.572847 0.769124 0.555885 0.527752 0.742778 0.517818
threshold=0.63131000000000015 -0.17949499999999999 42.154118731400011 0.18642000000000006 1.0000000180025095e-35 -0.093130000000000004 -0.26416999999999996 41.444941515100005 62.009286778800011 68.846035804500005 38.474425342400004 41.808689985400001 -0.022394999999999998 64.730006406800015 43.157831852650006 67.606656606400023 73.007768990450018 -0.22831499999999999 38.751720283100006 37.688226470200007 62.057679025150001 -0.25420999999999999 40.21994457600001 -0.027754999999999998 -0.033594999999999993 -0.15580499999999997 58.793890854750011 46.095286511800005 -0.16179999999999997 -0.27118499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 11 -7 8 -8 -10 -11 17 13 14 -13 -15 -17 20 19 24 22 29 26 -20 25 -19 -1 -18 -29 -22
right_child=1 2 -4 -5 -6 6 7 -9 9 10 -12 12 -14 15 -16 16 27 18 23 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.045322888294278517 0.087062439170317085 -0.0085553136475949917 -0.10887407580986935 0.10069773721039238 0.00093512273331442788 0.079605454099016898 0.087830702324121018 -0.11767633104292961 -0.13475298582127934 -8.3970969734102599e-05 -0.081036403931619538 -0.096265043357465607 -0.11085244255238634 0.080620960346850401 -0.0094016374871379958 -0.081881004428138671 0.052701879486507563 0.072077059507599892 0.088818617659034538 -0.16858170971791234 -0.015360641999837596 -0.069810092519247538 0.049408989170896721 0.0020814871157209106 0.09857656278100882 -0.14616651896924276 -0.11175104004690883 -0.078434251234519789 0.049886396866939797 0.061569722465616122
leaf_weight=0.36507787646405798 0.66665391251444817 0.33514839940289565 0.37479457817971706 0.28872223105281591 186.02986457557108 0.52986969315679733 1.1491207959479641 1.4828583837806943 0.93408165683649746 1.8256227713536648 1.2125012569304088 1.2763687761034797 0.84314130260463471 1.1516845982405355 5.4556177916383604 0.93273444869555522 2.3879972510330845 0.37924219196793274 2.9552893891814165 0.75546005088835944 2.0940269612929137 2.9215807963992102 3.3404892053222284 1.0719202033069448 1.0249437875972971 0.28121844273846375 0.58850446922770061 0.97150784087716446 0.84209672431461646 1.5029065584603811
leaf_count=35 11 26 20 19 3379 17 16 97 27 35 16 18 120 18 116 48 45 41 91 24 92 79 35 32 19 20 34 39 20 44
internal_value=-3.92522e-06 0.026086 -0.0146186 0.0420061 -0.000197625 -0.00570305 -0.0358378 -0.0451001 -0.024086 -0.0564624 -0.0323917 0.00120031 -0.0115061 -0.00507168 -0.0258707 0.017203 0.00297768 0.0113923 0.0347282 -0.0164251 -0.00256713 -0.0220277 0.0269745 0.0657318 0.0517771 -0.0208492 -0.0516155 0.0218159 -0.0188521 0.0167832
internal_weight=225.971 1.66532 0.998665 0.623871 224.306 38.2759 7.13405 6.60418 5.12133 3.97221 3.03812 31.1418 13.8611 13.018 6.73199 6.28602 5.13434 17.2807 6.46807 2.44086 10.8126 6.51851 4.29407 4.02721 1.6854 0.660461 0.953582 4.2016 1.8136 3.59693
internal_count=4633 76 65 45 4557 1178 208 191 94 78 51 970 424 304 134 170 152 546 227 104 319 215 104 123 80 61 69 104 59 136
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 2 3 4 0 0 1 3 3 4 4 4 4 4 1 1 1 2 2 4 4 1 1 4 2 0
split_gain=0.117948 1.1499 0.628502 0.456786 0.833273 0.441932 0.521038 0.395355 0.284695 0.477374 0.249561 0.157221 0.691968 0.586668 0.676165 0.362232 0.445466 0.346105 0.326584 0.433435 0.769795 0.447674 0.728012 0.716672 0.550205 1.21221 0.415301 0.311726 0.39833 0.252505
threshold=58.309968391300011 60.87206898960001 76.535026057600007 73.921844754800006 35.771221912400001 -0.23381499999999997 -0.23921499999999998 37.572218886150004 71.096275259750016 67.058211147750015 55.887667615750004 -0.22831499999999999 -0.21029499999999998 35.771221912400001 37.817254840650008 32.724174661450007 30.518512326550006 29.850823923150003 61.93938686740001 61.987779113750001 62.014663695050011 -0.22573999999999997 -0.237895 44.749265482150008 40.00488309970001 65.130586668250018 85.549426169000014 34.424709467050008 0.12419000000000002 95.550490414250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 5 -5 6 -1 -2 9 -7 -10 13 29 -3 -15 16 17 -14 -16 -20 -21 22 23 -22 -23 -26 -27 28 -17 -13
right_child=1 11 -4 4 -6 8 -8 -9 10 -11 -12 12 15 14 18 27 -18 -19 19 20 21 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.11762990197766897 -0.017696930145118275 0.057887719402809817 0.05700142125588914 0.060155901394537997 -0.11561799401674977 0.096816065231543444 0.030107883267587787 -0.12176894512046754 0.014571902981383583 -0.11915244151004752 0.074660403636771969 0.017973480837745276 -0.10553729324480675 -0.10234629237259532 0.045257065038266209 0.059669930802234476 -0.12386233494490809 0.094459845748446278 -0.074309061826338355 0.087554168487649547 0.045405088716268638 0.03940197932402284 0.074012825584245684 -0.12297423825807297 -0.010075965616496057 -0.12645461681675291 -0.020472386829979979 5.7316267199647314e-05 -0.038421149745058086 0.075764706060188397
leaf_weight=0.52356470147788059 0.56463915594213077 1.1881341837524804 2.2252169263083488 0.39653556421399094 0.84316877229139209 0.15413196895678982 0.43877881366643068 1.0325051723630165 1.7583808851777578 0.30463019500166411 1.1388417221605776 1.4386554937809699 0.13786067833370808 0.83894268356379953 0.99731839052401383 1.7840051750135892 0.51424847332964418 0.23238808845053427 1.0943058393895615 0.77839387208223243 0.50000336859375261 1.0929318378766781 1.2691855491138948 0.51124240620993078 4.9458409259095788 1.5693024132197027 0.48370476026320819 193.86047181680988 0.53907879191683594 1.5934117491706272
leaf_count=40 40 84 32 7 72 6 35 67 50 115 9 12 75 40 15 75 39 12 10 8 23 27 13 34 35 56 34 3526 13 29
internal_value=-4.16848e-06 -0.000438059 0.012091 -0.00588937 -0.0593944 0.00947084 -0.0502691 -0.0849763 0.0266015 -0.0465927 0.0381915 0.000188863 0.000935225 -0.00959201 -0.0152858 0.0002058 -0.0636453 0.0199917 -0.00977018 -0.014252 -0.0083581 -0.0155559 0.0235785 -0.0397203 -0.0265848 -0.0368892 -0.101484 0.000493674 0.0369076 0.0483439
internal_weight=224.75 216.967 7.78325 5.55803 1.2397 4.31833 0.962344 1.59714 3.35598 0.458762 2.89722 215.369 200.1 15.2693 14.0812 197.068 0.884497 0.370249 13.2422 12.2449 11.1506 10.3722 2.28043 1.01125 8.09178 6.99885 2.05301 196.184 2.32308 3.03207
internal_count=4633 4267 366 334 79 255 75 107 180 121 59 4160 3781 379 295 3740 126 87 255 240 230 222 70 57 152 125 90 3614 88 41
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=3 4 2 3 4 0 4 1 0 4 4 0 4 4 3 3 3 3 3 2 4 4 2 3 1 4 2 3 2 2
split_gain=0.105507 0.468951 0.311961 0.195679 0.907944 0.231432 0.193976 0.344841 0.49278 0.223751 0.290956 0.221385 0.1663 0.43315 0.301106 0.434584 0.348689 0.387726 0.433918 0.456557 0.231128 0.763629 0.909188 0.687279 0.632582 0.360601 0.517637 0.811364 0.304917 0.299629
threshold=-0.55393499999999996 48.914776625700007 -0.16533 -0.27651499999999996 40.040404835300002 90.60910437050002 32.724174661450007 69.165962322050021 93.501885318850015 34.424709467050008 33.96174662340001 91.886121982450007 49.064150740050003 48.823707093150006 -0.25098999999999999 -0.24360999999999999 -0.222165 -0.15849499999999997 0.070640000000000022 -0.15734499999999998 45.921757303800007 47.079243513300007 -0.23381499999999997 -0.11595499999999999 81.210254746450019 45.321989007550009 -0.088274999999999992 -0.16179999999999997 0.63131000000000015 -0.13734499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 8 -5 10 11 -8 13 20 -14 -16 -17 -18 -19 -20 25 -22 -23 -24 -25 28 27 -27 29 -11
right_child=3 -3 -4 6 -6 -7 9 -9 -10 12 -12 -13 14 -15 15 16 17 18 19 -21 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.10506758744928298 0.0667026729229169 0.074330971123104037 0.030353207032226034 -0.068118644725190872 -0.1140006386557581 -0.024317689413693593 -0.049888437781873081 -0.12172802952290798 0.094209763461179763 0.0090191270790716122 0.069406490855981925 0.029425765057562336 -0.11192354943667578 0.040295157846889612 0.092502385242183363 -0.12088342729157038 0.063992981266551632 -0.11697635919170746 0.020241274343664808 -0.10309937791322972 -0.09526831637701319 -0.084429987045498797 0.066719619449811404 -0.052497801265059034 0.059846280528237532 0.1066658375458228 0.10743491076384966 -0.10618704344115903 0.050452612462120953 -0.0018759985958352694
leaf_weight=0.33513046504413069 0.619408537109847 0.87567020207643509 0.34546557209978235 0.47068105686594097 0.79257011141453393 0.50882571115471364 0.54214759527530931 0.36172112293297687 0.31029548030346632 29.591808699811736 1.0716036747617179 1.0029882382750654 0.33181286299077362 2.6757491746684527 0.35546749830246049 0.33319491875590834 0.53256553923711303 0.46395136069622589 1.3155576527351527 0.38880813240393597 1.088452370793674 1.0815690068993706 1.7186268555233248 1.5765370003646255 0.73481589257426083 0.32433907687664032 0.75607955321902298 0.39987490302883089 1.1919756861461781 171.70995095450417
leaf_count=38 43 7 28 45 65 22 17 142 5 870 35 53 17 40 3 12 12 37 73 185 71 51 18 33 40 2 13 82 53 2521
internal_value=-1.02528e-05 0.0259365 -0.036329 -0.000191939 -0.0319714 0.0256531 8.51087e-05 -0.041009 -0.00362276 0.000299346 0.029366 0.00159649 -5.18542e-05 0.00031455 -0.021009 -0.0121091 -0.0243652 -0.0124582 -0.0312356 -0.00789579 -0.000194448 -0.0192152 -0.0030205 0.0188282 -0.0167818 0.000383709 0.0495602 -0.0108609 2.42128e-05 -0.000274391
internal_weight=223.808 1.55627 0.680596 222.251 1.9208 1.12823 220.331 1.1427 0.780977 219.188 2.61674 1.54514 216.571 212.85 3.72136 3.38955 3.03408 2.70088 2.16832 1.70437 210.174 6.2 5.11155 4.02998 2.31135 203.974 1.48029 0.724214 202.494 201.302
internal_count=4633 73 66 4560 130 65 4430 192 50 4238 105 70 4133 3794 339 322 319 307 295 258 3754 213 142 91 73 3541 97 84 3444 3391
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=1 0 3 1 0 0 3 0 1 3 0 2 3 3 3 3 0 3 2 4 0 3 3 3 3 3 3 2 4 4
split_gain=0.112779 1.20691 1.57067 0.695729 0.553339 0.814399 0.710305 0.679364 1.14581 0.922699 0.736044 0.528125 0.512243 3.00888 1.50138 1.13625 1.61665 1.80519 1.56274 2.69767 1.31136 0.764599 0.953005 1.51495 1.18583 1.66482 1.1037 2.88635 0.931824 1.01802
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 70.74946416085001 93.972365491700018 93.843319501450011 0.079745000000000024 94.770837556450019 69.999384342500022 0.08079500000000002 95.988709089550014 -0.079369999999999996 0.083395000000000011 0.083905000000000021 0.08326500000000002 0.084565000000000015 90.767723400200012 0.08574500000000003 -0.105535 39.427119987250002 90.321439350550008 0.085910000000000028 0.086555000000000021 0.087795000000000026 0.090235000000000024 0.089345000000000022 0.088755000000000014 -0.088880000000000001 43.735142172100005 42.206017975500011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 12 -6 8 -8 -10 -9 -5 14 -14 -1 -15 17 -17 -18 -20 21 -19 -23 -24 25 26 27 -25 29 -26
right_child=1 -3 -4 11 6 -7 7 10 9 -11 -12 -13 13 15 -16 16 18 20 19 -21 -22 22 23 24 28 -27 -28 -29 -30 -31
leaf_value=0.006221817018319053 0.0070991650273300958 0.00044965434301018082 -0.10449033245581921 0.0066333303663103698 -0.10883803647256998 0.054224732393285117 0.033273005100667871 0.064716745388355798 0.024344005784570258 -0.11976515656081595 -0.03326542412810906 0.077868055195390584 -0.13331856563574948 0.06144606281594911 0.11155349331337601 -0.072569288235886431 0.01753491993365237 0.053321936691927918 -0.020212294733363452 -0.16245368014114059 0.071538061485068041 -0.052881245675238879 0.049939460373589734 0.017958257361735366 0.0080939643405501926 -0.12498738697476522 0.045519252122396887 -0.12498201286750116 0.060727023025314381 -0.023738269762722992
leaf_weight=43.567353124291913 2.444979683496058 59.431235633317556 2.6055461060896041 2.1107536014460493 0.90932193951448326 2.8939224269706747 1.2629503393545749 1.6743687605485322 0.58877483010292087 1.8106582766049539 1.4142311436589805 2.0531102036475195 1.7505471645854402 2.8255880409851661 1.3966158814728249 3.1965487119450691 2.7035977994091809 2.7666770340874782 3.4642542693763954 2.1676001439336687 2.7797486223280421 3.2854374012094913 6.089551680313888 3.6172908591106521 42.13073920935858 1.678423981880768 2.166991769336164 2.3178663416474587 2.6943142855889155 13.192577565321697
leaf_count=993 64 1924 300 32 44 27 14 28 2 67 23 19 74 25 7 48 30 29 34 60 23 29 64 25 364 46 20 39 25 154
internal_value=-1.26028e-05 -0.00353858 -0.0504694 0.00142176 0.000333603 0.00170189 -0.0258675 -0.0146918 -0.0438235 -0.0844035 0.0198519 0.0417576 0.000644826 -0.00338108 0.0094935 -0.00103798 -0.0029112 0.00116814 -0.0449583 -0.0749585 0.00401759 0.0016697 -0.000182045 0.00216124 -0.00213014 -0.0343409 -0.0155627 -0.0378644 0.00329992 0.000503147
internal_weight=222.992 64.4818 5.05053 158.51 154.346 146.686 7.66031 6.75098 3.66238 2.39943 3.0886 4.16386 143.792 98.8278 44.964 97.0772 94.2516 85.9162 8.33545 5.63185 82.7196 79.9399 77.1732 73.8878 67.7982 9.78057 8.10215 5.93516 58.0176 55.3233
internal_count=4633 2288 364 2345 2294 2116 178 134 83 69 51 51 2089 1089 1000 1015 990 866 124 94 818 795 766 737 673 130 84 64 543 518
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=0 2 1 1 2 0 0 4 1 4 3 3 4 4 3 2 1 4 1 2 0 4 3 4 0 1 0 0 0 2
split_gain=0.168801 0.42111 0.174345 0.987656 0.50516 1.00347 0.647555 0.384874 0.326155 0.276772 0.147443 0.593166 0.47624 0.585112 0.295429 0.381037 0.569292 1.06549 0.3878 0.343669 0.282762 0.24318 0.444706 0.233148 0.303616 0.231538 1.75984 1.46307 1.99151 1.22439
threshold=71.096275259750016 0.11061500000000003 58.309968391300011 60.87206898960001 -0.23557500000000001 76.535026057600007 74.045513828800011 37.572218886150004 55.887667615750004 49.064150740050003 -0.22831499999999999 -0.21029499999999998 35.771221912400001 37.817254840650008 -0.24665999999999999 -0.22573999999999997 66.235542959850008 40.00488309970001 84.232081685100013 -0.040509999999999997 86.162394622750014 33.036871954450007 0.088565000000000019 34.424709467050008 89.980005167950011 67.181880221750006 92.168410086200012 90.321439350550008 91.625341543800019 -0.051199999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 -2 6 8 -4 9 -6 12 -12 -5 -14 15 -15 20 -18 -19 -16 -17 22 -13 24 -23 27 -27 -25 29 -29
right_child=2 -3 3 10 5 -7 -8 -9 -10 -11 11 21 13 14 19 16 17 18 -20 -21 -22 23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.11155432105468568 -0.060543503287579105 0.087360706726519799 -0.015625400309353995 0.052945244112779413 -0.056496987343972793 0.090424576443680238 -0.082170410663839261 -0.12045107079563003 0.053882395249548312 0.02056172278801217 0.045809893349262637 0.019018701979951202 -0.098792511503027522 0.040554613134490131 -0.087213834037384766 -0.017340980990088545 0.03601599828161637 -0.12716110663099475 -0.021382693234254596 -0.001452814508280841 0.024118598343941509 0.090725531297899148 -0.11799591530272291 -0.00021573792396466901 0.0077178377756669612 -0.078179002070212111 -0.0010126548260158085 0.096400952353077121 -0.056758249856085366 0.0071518107449395785
leaf_weight=0.38346209534756681 0.76529009762452904 0.14731628727167845 0.55888444191805209 1.1283201615915448 0.74150481291871928 1.7116975546814499 0.7863415041938423 0.93826826920849271 1.4804775044322012 1.2549385803285984 2.8985529459532691 0.46825383566283463 0.77933163003763084 1.6803464286494971 0.97792769040097483 3.126783427782355 0.92368866452307008 1.2267550309770738 0.4830656115154851 0.89480717843980595 3.4712837710976601 0.64726867288118173 0.47942047670676402 102.84599077521125 1.3803531121084232 3.0726796807939527 77.440114672628624 4.573085643351078 1.6220975810429079 2.3154024593532068
leaf_count=186 25 2 31 84 33 22 67 67 13 27 41 71 40 48 42 34 21 48 23 21 18 19 72 1188 52 100 2116 40 43 39
internal_value=-1.98122e-05 -0.0563459 0.000115667 -0.000383252 0.0159512 0.0257488 -0.000218476 -0.0813198 0.0183158 -0.00805888 0.000187154 0.000905266 -0.00947789 -0.0146706 -0.00954263 -0.00324511 -0.0112176 -0.0505247 -0.0972762 -0.0462366 0.00447116 0.000237255 -0.0502958 0.000484236 0.034216 0.000127768 -0.00395762 0.00308158 0.0429279 0.066402
internal_weight=221.204 0.530778 220.673 213.933 6.74025 5.97496 4.26326 1.49715 3.47692 1.99644 212.436 197.743 14.6923 13.564 12.7847 10.9119 9.23158 2.63351 1.70982 1.87273 6.59807 194.845 0.947674 193.897 2.02762 191.869 80.5128 111.357 8.51059 6.88849
internal_count=4633 188 4445 4258 187 162 140 98 73 60 4160 3781 379 295 255 192 144 92 71 63 52 3740 143 3597 71 3526 2216 1310 122 79
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=0 2 1 1 2 0 0 4 2 4 2 2 4 2 0 1 3 3 3 3 2 2 4 3 2 1 4 4 4 3
split_gain=0.150424 0.375703 0.146911 0.852543 0.421004 0.888625 0.551902 0.373425 0.325072 0.166086 0.148186 0.83569 2.57764 0.757478 1.43128 1.73667 3.04368 0.947124 2.0315 1.78429 1.73238 1.72415 0.981533 0.870987 0.806916 0.712807 0.656684 1.1225 0.799014 0.77078
threshold=71.096275259750016 0.11061500000000003 58.309968391300011 60.87206898960001 -0.23557500000000001 76.535026057600007 74.045513828800011 37.572218886150004 -0.23353499999999996 35.887362732750006 -0.06828999999999999 -0.072755 40.518963363600001 -0.054875 85.968825637350008 62.084563606450011 0.087475000000000011 0.084365000000000009 0.075810000000000016 0.086375000000000021 -0.036264999999999999 0.0041150000000000015 36.558960102350007 0.10249000000000003 0.26597500000000007 70.816675614150014 41.489621506400006 41.808689985400001 40.679780036550007 0.098950000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 -2 6 8 -4 -6 -8 11 -5 -13 14 -12 -16 -17 18 22 25 23 -20 -15 -21 -24 -19 28 -28 -22 -29
right_child=2 -3 3 10 5 -7 9 -9 -10 -11 13 12 -14 17 15 16 -18 19 21 20 26 -23 24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.11064377455919072 -0.055448196178413803 0.084141261235469222 -0.014052638388541781 -0.00033528837312371876 -0.01130652851654158 0.08745478965628406 -0.0032263473142758233 -0.11906401224294016 0.050578382830057861 -0.10786883242810384 -0.048863698156771405 0.032487715483636589 -0.11640697003867745 0.058014386834368187 0.11788852565069821 -0.10105931879436909 0.059330638659970042 -0.13673365882728053 0.078474737561412836 -0.023359503537045408 0.002111657362795726 0.0042859593591367349 -0.036009844315134563 -0.10565588500158672 0.037544131723146898 -0.026221864318138655 -0.13126406167310609 -0.040075804060319964 0.044560468633709993 0.014999235122142837
leaf_weight=0.34968157802086253 0.75274888146668661 0.13814102672040462 0.55927030542807077 130.27769444302976 1.8724030044395474 1.5987612905446438 0.21179762552492309 0.85836983067565598 1.5526817511854454 0.53432392323156819 1.9467950037214894 2.2792431721754829 2.3734168586961459 1.6756773622200878 2.4207601994276029 1.5942396099562754 4.5885323807451641 1.4651579241908614 6.6312265645392454 3.096041932469233 15.491172821885813 5.9372841620424879 9.2381245715223468 2.1997600945178419 1.7786309660878021 0.97009496462123923 0.77881285562761959 4.2162296859751205 6.2126189598930059 6.3958073972680722
leaf_count=186 25 2 31 2671 42 22 13 67 31 54 22 33 32 68 14 31 72 47 61 38 272 130 186 27 53 54 23 166 71 89
internal_value=-1.64247e-05 -0.0554848 0.000106845 -0.000345888 0.0148899 0.0240661 -0.000229784 -0.0776362 0.0167475 -0.0781645 0.000172008 -0.00182254 -0.0434665 0.00368369 0.0285659 0.0460866 0.0179738 -0.000288611 0.0149305 -0.00970544 -0.00444009 0.0434284 -0.0132892 -0.0575436 -0.0241347 -0.0927107 0.00405753 -0.0153866 0.0142625 -0.00688243
internal_weight=219.996 0.487823 219.508 212.985 6.52272 5.76997 4.17121 1.41764 3.42508 0.746122 211.567 134.93 4.65266 76.637 10.5503 8.60353 6.18277 66.0866 25.2609 40.8257 38.3904 12.5685 12.6924 5.2958 11.0168 2.43525 33.0946 11.3908 21.7038 10.612
internal_count=4633 188 4445 4258 187 162 140 98 73 67 4160 2736 65 1424 139 117 103 1285 498 787 686 191 307 65 239 101 621 278 343 255
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 3 3 0 0 3 0 1 3 0 0 2 2 3 1 1 0 3 3 3 3 3 1 0 4 3
split_gain=0.107618 0.932252 1.43694 0.662632 0.884215 0.836257 1.39615 1.41555 0.861113 0.941385 0.855012 0.588122 2.45302 0.394583 1.03778 0.431373 0.980637 0.64545 0.859168 0.937593 0.745753 0.62766 0.824952 0.849651 1.0334 0.62432 0.518363 0.50771 0.518297 0.459665
threshold=97.789976036950009 97.491557184450016 75.424692849750016 78.196493182200015 42.081757894750005 0.088755000000000014 0.10821500000000002 100.19345760555002 98.51854819030001 0.087700000000000014 99.403050915200012 75.629015667650023 0.08759500000000002 99.524031531050014 100.35207663525001 -0.088880000000000001 -0.156745 0.09117500000000002 78.962703749400006 79.728914316550018 101.11291028615001 0.089850000000000027 0.086375000000000021 0.085715000000000027 0.081515000000000018 0.091705000000000023 89.89935142405001 101.44090217805002 42.409092016550012 -0.098985000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 5 8 7 -7 -2 -10 -8 -1 -13 -5 -15 16 26 18 -17 -20 -19 22 23 24 27 -22 -16 -21 -29 -18
right_child=3 2 -4 13 -6 6 10 -9 9 -11 -12 12 -14 14 15 17 29 20 19 21 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00043587011785891033 0.091482072995259206 -0.018036968239697474 0.084485090792470449 -0.052713908716924454 -0.090739382380445183 -0.12538559527141221 0.055002009993896622 0.018607531165821211 -0.11596712987795627 0.047801273684326601 -0.057958189529399344 -0.13330348319582014 0.057358899090329443 0.064795509497183976 0.016120439726392776 0.083354505257494438 0.0036976203116321563 -0.13050632113128857 -0.1208578329558142 0.10464720630275473 -0.10964199336849596 0.091727857921263256 -0.10555295324462165 0.11896242869059431 -0.069367373120502465 0.0072251575835067215 -0.10342057271717504 -0.047199421401421096 0.032183999165008463 -0.10669303445292905
leaf_weight=173.56648348349427 1.3063981225714072 2.3681281227618447 3.2341981509234756 1.1855989806790628 1.759958158036169 2.1628694037208338 1.9256658572703602 0.9976262972340918 0.60262833784508962 0.8406146636698395 1.0276680779643355 1.4808424330622068 1.2397054465254767 2.7057455033063915 3.7799878136429514 1.8303484516218258 0.49860738238930968 0.57519076205789943 0.52874482015613367 0.70452377013861767 0.5284892776544442 0.97960470844736924 0.60294265071570396 0.72436443233164016 1.4630375502347304 3.3845005516768651 0.40124966906842008 1.0768348549372602 3.4818404146499233 1.5491921675975406
leaf_count=2699 11 24 32 19 112 48 26 15 50 4 36 116 16 25 235 28 38 12 9 4 32 16 143 18 78 126 203 128 77 253
internal_value=-6.83522e-06 0.00098899 0.0411486 -0.00495247 -0.0259957 -0.01314 -0.0337392 -0.0799334 0.0326622 -0.0205805 0.0156954 -0.000287264 -0.046422 0.0036454 0.00633809 -0.000815907 -0.0231186 0.00793225 0.0205863 0.00857119 -0.0241873 0.0161472 0.0069538 0.0160584 0.00497647 -0.00855895 0.00464877 0.0256422 0.0134323 -0.0798146
internal_weight=218.514 181.889 5.60233 36.6242 10.6234 8.86347 6.11383 3.1605 2.74964 1.44324 2.95333 176.287 2.72055 26.0008 24.8152 22.1095 6.22904 15.8804 11.3922 9.56189 4.48818 9.03315 8.05354 7.4506 6.72624 3.91299 4.18124 5.2632 4.55868 2.0478
internal_count=4633 2887 56 1746 302 190 125 63 65 54 62 2831 132 1444 1425 1400 729 671 501 473 170 464 448 305 287 158 438 209 205 291
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=4 4 3 2 2 2 1 0 4 1 2 0 1 1 1 2 0 3 2 2 4 3 1 0 0 4 2 4 4 2
split_gain=0.106813 1.14152 1.36898 0.636311 2.43077 1.53235 0.908941 1.69269 0.783995 0.879111 0.849666 0.635967 2.68483 0.865646 0.88287 0.778527 0.772445 0.566749 0.485214 0.792643 0.602058 0.487366 0.428163 0.516549 0.41201 0.401327 0.521653 0.397516 0.807064 2.81381
threshold=43.182896969600009 43.084051236300006 0.080960000000000018 -0.098419999999999994 -0.10290999999999999 -0.095854999999999996 62.009286778800011 86.135510041400025 44.279556297950009 62.186725015400008 -0.156745 86.264556031700025 62.245871094250013 64.294476189700006 80.538140213850014 -0.076544999999999988 95.550490414250007 0.082535000000000011 -0.61402999999999996 -0.237895 49.960114208400007 0.080545000000000019 64.730006406800015 97.139369169350019 71.340924949550015 43.735142172100005 -0.084259999999999988 43.022303514600004 42.91168285345001 -0.11051999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 -3 4 8 -5 25 -8 9 -2 18 -9 -13 -14 15 -15 -17 -18 -10 20 -20 22 24 -24 -21 -7 -27 28 -1 -30
right_child=3 2 -4 5 -6 6 7 11 10 -11 -12 12 13 14 -16 16 17 -19 19 21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00016858115586707869 -0.03442643026718311 0.034649375676393215 -0.10923919856194005 0.10143575526876268 -0.14123115639247727 0.01346430972628665 -0.11653408051472441 0.089563395276742286 0.091594297792814486 0.068000578173562823 -0.10442387741523418 -0.17527474225789336 0.058013006686385829 -0.10500550045463725 0.026846420153709624 -0.11163989608375212 -0.032378368754039107 0.059538335026015798 -0.11104089650188216 0.01150727404476729 0.092271014196571854 -0.05984634528491415 0.083859367252810513 0.0044158591063763004 -0.051395222947120227 0.11596869315254642 0.031459534998610317 0.036161385762613157 0.09762950022376482 -0.13535976648733458
leaf_weight=168.81213062103461 1.1746237186307578 0.98256214470165959 2.0217748651521106 1.9097705553285802 1.3006925946101535 2.5997022600568043 1.2480464376858424 0.83706026151776214 0.50302483000268594 2.9234552858251845 0.91945949442742758 0.82190677337348361 3.0068912878632537 1.1848272647475822 4.6104757298417098 0.61449995121802059 1.369346095249057 1.3150070453702936 1.081722963928766 3.0767067171982472 0.16831359708157823 1.1442370538134135 1.3867530976422133 1.997182225124561 1.5740011263405902 1.2649680078029635 1.7284974907452122 2.9860657986719152 0.77184485120233182 1.5782720688584948
leaf_count=3086 39 30 52 17 37 30 40 5 10 107 228 7 13 37 190 64 26 28 184 56 6 23 13 124 32 4 45 35 17 48
internal_value=-1.36214e-05 -0.00106492 -0.0621807 0.00467034 -0.00978092 0.0157443 0.00780059 -0.00502236 0.000938945 0.0386421 -0.0120984 0.00509186 -0.000379625 0.0114993 -0.00387998 -0.0354753 -0.0105026 0.0126497 -0.00433311 -0.00896004 -0.0836656 0.00121382 0.00990957 0.0369722 -0.00978166 0.0422082 0.0671711 -1.05708e-05 -0.00064162 -0.0588395
internal_weight=216.914 177.153 3.00434 39.7612 17.2502 22.511 20.6012 15.0081 15.9495 4.09808 11.8514 13.76 12.923 12.101 9.09416 4.48368 3.29885 2.68435 10.9319 10.4289 1.25004 9.17888 8.03464 3.38394 4.65071 5.59317 2.99347 174.148 171.162 2.35012
internal_count=4633 3268 82 1365 859 506 489 410 822 146 676 370 365 358 345 155 118 54 448 438 190 248 225 137 88 79 49 3186 3151 65
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=0 0 2 4 4 2 0 1 4 1 3 3 0 3 0 1 3 1 2 3 1 2 2 0 4 3 3 2 3 2
split_gain=0.119007 0.205414 0.34664 0.619414 0.38489 0.213897 0.162621 0.528724 0.59966 0.407545 0.413949 0.40556 0.632458 0.317091 0.18788 0.324077 0.366869 0.293176 1.59622 0.781603 0.291185 0.316345 0.339134 0.233733 0.829464 0.949792 1.0548 1.66849 0.799804 0.707194
threshold=113.1679565431 122.35979489110001 -0.088274999999999992 48.109449608500007 46.095286511800005 -0.16262999999999997 109.03310793845002 82.299080289250014 44.749265482150008 83.602982482550019 0.090235000000000024 0.089850000000000027 104.22883325935001 -0.17949499999999999 104.86330937810001 81.210254746450019 -1.0000000180025095e-35 81.339300736700025 -0.18437499999999998 0.10214000000000002 80.538140213850014 0.063030000000000017 -0.05953 97.886760529650019 42.455548714850003 0.089850000000000027 0.11296500000000002 -0.0057149999999999996 0.083905000000000021 -0.22573999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 5 -2 9 -8 13 14 11 12 -11 -9 17 16 -16 20 -19 -20 23 22 -22 -1 25 28 27 -27 -25 -26
right_child=1 -3 3 -5 -6 -7 7 8 -10 10 -12 -13 -14 -15 15 -17 -18 18 19 -21 21 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=0.00091175023497766473 0.072874742724953145 -0.10481860831411267 -0.10392846472733455 0.095794953415026723 -0.1169487384412207 -0.10238667723845721 -0.10884069315476703 0.039934007586710396 0.086365746463337167 0.032227530536573554 -0.10558393876820549 0.10933387171586345 -0.087923006942158377 -0.10310423879502245 0.048172505395080389 0.054370837383327597 -0.10626111824245149 0.094230723388703655 -0.11085721382408364 0.018884781874191979 0.015951361393206319 -0.001688743327809586 0.079661154094721895 -0.026227854023058206 0.0070769181673501994 -0.090809002433699035 0.021280611486762156 0.040192433697470061 0.050966719937609845 -0.11073391949731658
leaf_weight=180.80673525938982 0.24542287725489575 0.27656038520262871 0.21926375680504762 0.53215552237816155 0.45854519674321637 0.097220779565759585 0.24957139954494723 0.29960178892361 1.2388567905873058 0.81972921182750658 0.68976840436516784 0.22953994572162617 0.94106074573937804 0.32106554813071841 0.29824177590489864 1.5368811340886166 0.31767101516015761 0.76240522746229578 1.598372131964424 0.65444470569491375 2.032135077140993 3.1482641212642193 1.4189234375953663 1.9625953018257876 0.79447647265624288 3.5090840601333193 2.9532691447529942 1.3448381473426696 4.2457654421159532 1.4206361925316731
leaf_count=2897 58 179 98 7 42 79 26 20 34 39 79 1 171 167 19 43 24 13 129 8 18 25 29 75 33 80 60 27 41 112
internal_value=-1.95919e-05 -0.025418 -0.0112747 0.0375158 -0.0570343 0.0231465 0.000197914 0.0278282 0.0461709 -7.76369e-05 -0.0388251 -0.0156891 -0.0319874 -0.0340584 0.000419703 0.0298089 -0.0314801 0.000113541 -0.0308402 -0.0731671 0.000571869 0.0212343 0.042146 -0.000120171 -0.0116156 -0.00262841 -0.0258424 -0.0545135 0.0265639 -0.0684797
internal_weight=215.423 1.82917 1.55261 0.751419 0.801189 0.342644 213.594 2.1091 1.85952 211.485 2.6801 1.99033 1.76079 0.620667 208.805 2.15279 0.615913 206.652 3.01522 2.25282 203.637 6.59932 3.45106 197.037 16.2307 14.0156 7.80719 4.85392 6.20836 2.21511
internal_count=4633 463 284 105 179 137 4170 247 221 3923 290 211 210 187 3633 86 43 3547 150 137 3397 72 47 3325 428 283 167 107 116 145
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=3 1 0 2 3 2 0 3 4 1 3 1 3 3 0 1 4 3 3 3 0 1 3 0 2 4 4 2 4 3
split_gain=0.115589 0.443637 0.603428 0.534482 0.817711 0.403729 0.27931 0.217735 0.934202 1.24712 0.343872 0.318565 0.181696 0.571749 0.815346 0.411005 0.228988 0.185178 0.538354 0.480732 0.253869 1.00261 1.09252 0.526083 0.992538 1.38607 1.6001 1.21607 1.0143 1.0966
threshold=0.12001500000000002 75.28220456885002 99.755238930300024 -0.031989999999999998 0.25799500000000009 -0.088274999999999992 85.799452775150016 0.11296500000000002 38.060777288450005 62.079186690200011 0.11071500000000002 62.041548276350007 0.10685000000000001 0.10487000000000003 86.345209775600011 65.765062787050013 40.467253020850002 0.10336500000000003 0.10249000000000003 0.10176000000000003 85.705356740550016 62.00390986255001 -0.17949499999999999 86.264556031700025 -0.102645 42.081757894750005 41.362929270750008 -0.14907499999999999 43.895345911700005 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 6 -6 -2 10 -9 -10 12 -12 13 17 -15 -16 -14 18 19 20 21 -1 -23 24 27 26 -26 -22 29 -27
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 11 -13 16 14 15 -17 -18 -19 -20 -21 23 22 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.00056002871035134162 -0.034411013596834635 0.070567296990614925 -0.059326769334975729 0.011313188548928189 0.026786626412701183 -0.0338407439823784 -0.091872288408421487 0.093437014416078823 0.049040222040007964 -0.067651770505084696 0.0036330895653843504 -0.072501731101413169 0.043462819573726802 -0.11214386923472824 0.036335424294459427 -0.049504267553538386 0.0013336550379563243 0.019010108279902703 -0.041033913662228541 0.040801810836881724 -0.00039029748141483937 0.01191069906036488 -0.098588087925131185 -0.0010002864387162495 0.006596440672036687 -0.018359929548955982 0.092222711909816263 0.10044311682245827 0.012182958663448873 -0.12328807460860941
leaf_weight=15.960739842573277 1.4621965101687231 1.3788671803195018 0.48288832999878639 4.6828432399779549 2.257044056779705 2.1396153052337468 2.0071318006957881 1.3183969391284325 1.9907961376011374 1.6961542277858823 0.98202951799612437 1.2480202989790994 2.1986992415568229 1.0872672374825918 1.1168869063258173 1.1142783979512385 3.1222977762517985 5.3877676050178698 3.1121733212130485 2.9718975043397213 2.157823545159772 1.4430291314638455 2.3550820326090607 127.39746571940486 10.460667519830169 2.3421593399252734 2.7577465847134581 2.6834640800952938 3.2092205435037613 1.7329476699233053
leaf_count=655 22 37 54 47 26 19 26 27 13 42 7 38 34 20 9 32 42 45 31 34 32 32 205 2921 66 23 28 16 20 30
internal_value=-2.66449e-05 -0.00867629 0.0368763 -0.0154345 -0.0313582 -0.00271742 -0.0676544 0.000597064 0.021191 -0.00464307 6.80205e-05 -0.0389748 0.000520057 2.36698e-06 -0.0411367 -0.00653424 0.0187419 0.00074442 0.000193357 0.000924564 0.000237544 -0.0104286 -0.0566059 0.00161733 0.0147754 0.00515903 0.0244606 0.0555004 -0.0298663 -0.0629808
internal_weight=214.258 14.4106 1.86176 12.5488 7.86599 4.39666 3.46933 199.847 5.00535 3.68695 194.842 2.23005 192.612 187.291 3.31843 2.23117 5.321 183.972 178.584 175.472 172.5 19.7589 3.79811 152.741 25.344 20.5027 13.2184 4.84129 7.28433 4.07511
internal_count=4633 231 91 140 93 45 48 4402 82 55 4320 45 4275 4199 61 41 76 4138 4093 4062 4028 892 237 3136 215 167 94 48 73 53
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=1 1 1 2 4 1 2 2 4 3 0 0 0 4 3 0 0 3 1 4 3 0 1 4 3 3 3 3 2 4
split_gain=0.108066 2.27713 0.908843 1.3641 0.418468 1.42669 0.462176 1.48717 1.51137 1.53809 1.01035 0.688748 0.540679 1.31372 1.62083 0.717111 0.969637 2.01012 0.773516 0.674304 2.31866 0.634034 0.578531 1.51185 0.564865 0.858776 0.981894 0.558823 0.551304 0.522498
threshold=62.132955852800002 62.154463517850012 62.111448187750007 -0.078549999999999995 39.427119987250002 61.982402197500001 -0.053874999999999999 -0.043559999999999995 42.243697547450004 0.084365000000000009 85.882794977150013 85.216057360850016 86.420486603250012 42.477827694800006 0.08919500000000001 86.09518316945001 85.823648898300021 0.091290000000000024 62.009286778800011 41.289992964000007 0.08729000000000002 85.705356740550016 61.993156030000002 41.641174900500005 0.093745000000000023 0.07771500000000002 -0.14423499999999997 0.085235000000000019 -0.083004999999999982 40.722669576350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 12 -8 9 29 -11 -10 15 19 -15 16 21 -18 -17 -14 -21 22 24 -24 25 26 -6 -27 -29 -9
right_child=1 -3 3 -5 6 -7 7 8 11 10 -12 -13 13 14 -16 18 17 -19 -20 20 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.00038396245072377174 -0.12248381452420964 -0.00038285824356499871 -0.01770271570267189 0.077039521577834752 0.011416526293405414 0.10716706742414604 -0.12853387985793627 0.0073719153817684334 -0.003675674539986116 -0.077959886289143188 0.003852556412918721 -0.13564413406333806 -0.010941246927355597 -0.030891863125322945 0.06842196994242454 -0.0068809801566900412 -0.1083799784711027 0.0077941464332649257 0.04930885227423016 0.0084007734649915906 -0.12918061805978875 0.032759708442901068 0.032440572586621551 -0.10926219302681053 -0.035464368460381375 0.083174053392357797 -0.091848372930335057 -0.016241941671231754 0.060846896023749514 0.10054897568143006
leaf_weight=6.241092940526868 1.5460917213931669 126.26434176807197 2.5311026005074382 3.8031517583876839 3.7488759057960124 1.5649272519076474 1.1393256788724091 0.89605256170034264 0.58137896097468811 2.0290279695182107 5.8953572819009423 1.2367799318162722 4.8719809129834193 3.1763992366031735 3.4047614075243473 3.7717949748039228 2.3579911817796519 4.0431174617260695 6.9906152747571468 2.3454506769776344 2.5640744417905807 7.5652434304356566 1.4375170012935989 1.5809986459207719 2.5718139831442377 2.146746362443082 1.220583198315589 2.0206261052517225 1.7151563391089437 1.8327798299651474
leaf_count=222 17 3288 17 70 77 17 15 6 96 30 48 40 28 28 13 21 46 23 42 12 40 39 22 70 41 20 132 35 12 66
internal_value=-2.03403e-05 -0.00185988 0.00273646 0.0391815 -0.000187554 0.0217915 -0.00259911 -0.0191703 -0.0091794 0.00520211 -0.0170954 -0.0934456 0.00132112 -0.0140561 0.0204881 0.00743251 -0.000419001 -0.0350012 0.0296166 -0.037298 -0.0634532 0.00880161 -0.00222171 -0.0417786 0.00667318 0.0166594 -0.0139471 0.0425152 0.0191508 0.0699529
internal_weight=213.095 127.81 85.2847 6.33425 78.9505 7.80602 71.1444 13.6107 12.4714 10.6532 7.92439 1.81816 57.5337 16.3627 6.58116 41.1711 30.4087 6.40111 10.7624 9.78151 4.90953 24.0076 16.4423 3.01852 13.4238 10.852 4.96946 5.88253 3.73578 2.72883
internal_count=4633 3305 1328 87 1241 239 1002 301 286 150 78 136 701 121 41 580 517 69 63 80 52 448 409 92 317 276 209 67 47 72
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=3 1 0 2 3 0 0 3 4 1 3 1 2 3 3 2 4 1 0 4 2 2 1 0 3 2 2 1 0 0
split_gain=0.110269 0.381079 0.508748 0.454411 0.649227 0.356853 0.209606 0.189527 0.808071 1.05611 0.273841 0.261311 0.172646 0.479902 1.0232 0.449723 0.366739 0.638963 0.463233 0.653023 0.687309 0.294996 0.215739 1.81704 1.00095 0.854644 1.45329 0.699666 1.05492 0.546061
threshold=0.12001500000000002 75.28220456885002 99.755238930300024 -0.031989999999999998 0.25799500000000009 86.103248543850015 85.799452775150016 0.11296500000000002 38.060777288450005 62.079186690200011 0.11071500000000002 62.041548276350007 0.22387500000000005 0.08079500000000002 0.094595000000000026 0.28423000000000004 35.887362732750006 68.20618276945001 94.496614827150012 43.477771593600004 0.55326500000000023 0.20852500000000004 61.950140699950005 86.904409066750006 0.10385500000000002 -0.095074999999999993 -0.105535 61.86411003975001 85.931187223550012 85.619326080400015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 6 -6 -2 10 -9 -10 12 -12 21 16 -15 -16 -14 -18 -19 20 -20 22 23 24 25 26 -1 28 -27 -24
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 11 -13 13 14 15 -17 17 18 19 -21 -22 -23 29 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0019618417965625618 -0.032956510180438971 0.06612950045315584 -0.055033403918607109 0.010013884033177822 0.026114774008442521 -0.031412412477950416 -0.082926681346687237 0.089755175382043445 0.046680935473715726 -0.062154247324752193 0.0038712407965940778 -0.064997378785085533 0.07768997570191967 -0.11226839911297107 -0.045597894251336937 0.044905466170696101 -0.065714515619917147 0.10738813806875457 -0.12106292256034155 0.075022155923912953 0.052229846801579743 0.057288578351582277 -0.038046021899271892 -0.12555687281094979 -0.082685303374607416 0.006032948023591677 -0.10482772771830109 0.03811219291044593 -0.14810160792547974 0.0031121716547625852
leaf_weight=8.8634895232189628 1.4475699869799421 1.3278032464440901 0.46893745925262909 4.6329763000830999 2.0782522987574339 2.2411209023557603 1.9980847507249562 1.2398834853120195 1.9183533322066071 1.6658487465901997 0.9839500401867548 1.2519995769762315 0.65599079135790761 1.2876008365001328 1.0896616820245983 1.1066918407354931 1.1168565955013039 0.54239636659622226 0.5792657577403586 0.68980863367323764 0.37836577059351839 0.93022972764447232 3.2931884151348632 1.2433876302093256 1.4370950795710076 4.1844200964114888 1.6252839276567108 8.2182593190227617 0.49674924463033665 152.34403193119761
leaf_count=358 22 37 54 47 14 31 26 27 13 42 7 38 45 100 22 21 21 3 31 17 20 17 298 19 15 185 23 61 4 3015
internal_value=-2.10276e-05 -0.00853369 0.0345068 -0.0147712 -0.0295591 -0.00373339 -0.0619335 0.000591904 0.020169 -0.00390297 0.000100836 -0.0346911 0.000510095 -0.0144151 -0.0414892 4.65994e-06 0.0093882 -0.00416169 0.0272314 0.000840887 -0.0525939 0.00111864 0.000831084 -0.00758823 -0.00167971 0.0032977 -0.0179014 0.0205351 -0.0103233 0.00224129
internal_weight=211.338 14.1947 1.79674 12.398 7.76503 4.31937 3.44565 197.143 4.82409 3.5842 192.319 2.23595 190.083 7.44664 3.48395 2.19635 3.96268 3.30669 2.18984 1.64744 0.957632 182.636 181.706 26.0687 24.8253 23.3882 10.4888 12.8994 4.68117 155.637
internal_count=4633 231 91 140 93 45 48 4402 82 55 4320 45 4275 280 143 43 137 92 71 68 51 3995 3978 665 646 631 381 250 189 3313
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 3 3 0 0 3 2 1 3 0 0 1 1 3 3 3 3 3 3 4 3 3 4 0 2 4
split_gain=0.109995 0.755661 1.22881 0.631735 0.690536 0.70667 0.987208 1.2327 0.752155 0.785875 0.534924 0.494079 2.14982 0.317339 0.867899 0.528039 1.23255 0.832427 0.409641 0.315077 0.625316 0.794397 0.759319 0.496508 0.33798 0.728178 0.289057 0.287774 0.272117 0.401938
threshold=97.789976036950009 97.491557184450016 75.424692849750016 78.196493182200015 42.081757894750005 0.088755000000000014 0.10821500000000002 100.19345760555002 98.51854819030001 0.087700000000000014 1.0000000180025095e-35 75.629015667650023 0.08759500000000002 99.524031531050014 100.69082235970002 78.962703749400006 79.941302508900023 0.089965000000000031 0.09721500000000001 0.089850000000000027 0.086375000000000021 0.085715000000000027 0.081515000000000018 39.117456157700005 0.09117500000000002 0.091705000000000023 49.064150740050003 101.91675926715001 0.28423000000000004 42.546237522150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 5 8 7 -7 -2 -10 -8 -1 -13 -5 -15 17 -17 -16 19 20 21 22 27 -24 -21 -26 -6 -18 29 -20
right_child=3 2 -4 13 26 6 10 -9 9 -11 -12 12 -14 14 15 16 18 -19 28 24 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0004736435159443048 0.085647052734744031 -0.015763183329651619 0.080169919793336958 -0.047913844802765566 -0.10809494119771434 -0.12196822315627975 0.043373978504113647 0.016888804225343831 -0.11557933693553642 0.040741133182471523 -0.046614383220366637 -0.13039682562174759 0.054223385154358719 0.053030075833112672 0.083560444877415915 -0.12468649739776219 0.066674710643153057 -0.031767133418391179 -0.10063389947155595 0.085544329408705613 -0.10467733802811914 0.1074259756098303 0.0048660869813869486 -0.11028081156129713 -0.1063882106650457 0.03963210846519917 0.0038885753893607628 0.0010946489024069245 0.016140859898162673 0.0029173978380225029
leaf_weight=168.64982876201429 1.2118156198412164 2.3930542400921686 3.0204874416813254 1.1444489150599135 1.2733006115304295 1.9230664985370824 1.6731983732897791 0.95772442810994096 0.54459369300457161 0.78543530474416912 1.0914816921576855 1.3480913773237255 1.1852926326682789 3.35416011954658 1.6362380174396123 0.86717815828160638 0.73900886159389667 1.0135469726519657 1.0391258399099563 0.86103643958267584 0.58274400928894543 0.66580695616721719 0.59120192265800131 1.0215125477807303 0.42240628933359436 1.7833767561614875 0.28145256702555332 7.0761067115181504 0.58726965366531647 0.58635830600906036
leaf_count=2699 11 24 32 19 71 48 37 15 50 4 25 116 16 39 46 37 11 25 111 26 168 28 41 91 37 87 41 637 20 21
internal_value=-2.07679e-05 0.000978465 0.0377627 -0.0052549 -0.0267276 -0.0151258 -0.0348392 -0.0758049 0.028658 -0.0232658 0.00784703 -0.00018481 -0.0440187 0.00347166 0.0060479 -0.00204466 -0.00858002 0.0394475 -0.00226983 0.00415946 -0.00395569 0.00185935 -0.00559592 -0.0680693 0.0324104 0.0116693 -0.0878229 0.007296 -0.0422015 -0.06328
internal_weight=210.31 176.597 5.41354 33.7136 9.74207 8.18732 5.64547 2.88079 2.54184 1.33003 2.76468 171.183 2.53338 23.9715 22.8271 19.4729 16.8231 2.64978 15.956 13.7432 10.6764 10.0936 9.42783 1.61271 3.06682 2.20578 1.55475 7.81512 2.21275 1.62548
internal_count=4633 2887 56 1746 302 190 125 63 65 54 62 2831 132 1444 1425 1386 1315 71 1278 1126 976 808 780 132 150 124 112 648 152 132
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=0 2 3 0 4 2 3 2 2 4 3 3 0 2 2 2 2 4 2 4 3 4 4 4 4 3 1 1 3 4
split_gain=0.106957 0.234698 0.376699 0.337824 0.510117 0.128429 0.374313 0.278943 0.135549 0.379424 0.238932 0.173021 0.128841 0.378682 0.134871 0.648576 0.395075 0.946338 0.36158 0.547906 0.554933 0.340885 0.340156 0.577601 0.422244 0.73435 0.585872 0.781932 0.75534 0.706718
threshold=114.09278614000002 -0.088274999999999992 -0.38221499999999997 122.35979489110001 48.109449608500007 0.63131000000000015 -0.16179999999999997 0.70691500000000018 0.27394500000000005 39.065416244600009 0.094595000000000026 -0.245505 71.096275259750016 0.11061500000000003 -0.16164499999999998 -0.18437499999999998 -0.15022499999999997 43.219899330700009 -0.14704500000000001 42.670715716450012 0.098950000000000024 48.823707093150006 38.804629908750009 37.345948426100009 44.202975721700007 -0.21029499999999998 62.020040611300011 63.910026677050006 0.092185000000000031 40.099856909850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 8 -7 -8 12 10 11 -10 13 -1 15 22 17 -16 19 20 -18 -19 23 -14 25 -24 28 -28 -27 -29
right_child=1 3 -4 -5 -6 6 7 -9 9 -11 -12 -13 14 -15 16 -17 18 21 -20 -21 -22 -23 24 -25 -26 26 27 29 -30 -31
leaf_value=-0.1101000089968065 0.095156576720036745 -0.10358317606952301 -0.11348470096669301 -0.10521705943855018 0.092657479102204732 0.10228627577065125 0.059275575712381935 -0.064229564992867388 0.0040717297362140616 -0.10686452059766981 0.022538702713031714 -0.096744559186440537 -0.0062400833877862428 0.10410996059362983 -0.1282890387156233 0.061529589497291086 -0.10620851733444846 0.089220125670638001 -0.00053442369690574006 0.093254272052968434 0.087536454254423246 -0.022009483737288109 0.070154987311700751 -0.11169387581957989 -0.010689816794132471 -0.11369763384561125 0.061004489964864975 0.044889475343842911 0.0080223047757508169 -0.028460407256557869
leaf_weight=0.31783706268561118 0.10551829822361469 0.18096569039334898 0.48101562014790034 0.20980390858630926 0.49421342858113348 0.47158767655491829 0.31915321432461385 0.42826011892793758 0.30950476948055439 0.44670848709938571 1.2007644360273841 0.37829579596291241 2.5089912116591289 0.11147027462720871 0.81575666798016699 2.0163770870130966 0.36225882382132002 0.36971962265670288 173.15445925862332 0.98847998106793966 0.24976271681953222 1.081507403127034 2.2544765598140719 0.65499738775361027 8.2193394003334088 0.83515245671150795 2.9318395783193392 2.0344395801512292 1.3087600828148422 3.7070163950811548
leaf_count=186 2 85 223 97 7 8 29 24 15 52 18 33 184 1 57 40 43 8 2554 17 6 201 37 52 294 124 27 44 14 151
internal_value=-2.86838e-05 -0.0268937 -0.0759498 0.00561889 0.0400598 0.000161855 0.032525 -0.0114916 -2.9414e-05 -0.023985 -0.00438119 -0.051378 0.000244919 -0.0544801 0.000360372 0.00701786 -0.000635171 -0.0421131 -9.71045e-05 0.0472154 -0.0271422 0.00632776 0.00252323 -0.0280707 0.0070697 0.0182367 0.0074161 0.0189867 -0.0393932 -0.00246946
internal_weight=208.948 1.47152 0.586534 0.884983 0.675179 207.477 1.219 0.747413 206.258 2.33527 1.88857 0.687801 203.923 0.429307 203.493 26.4714 177.022 2.26698 174.755 1.6005 0.612022 1.45123 24.455 3.16399 21.291 13.0717 10.8172 8.6733 2.14391 5.74146
internal_count=4633 414 225 189 92 4219 61 53 4158 118 66 48 4040 187 3853 967 2886 266 2620 66 49 209 927 236 691 397 360 222 138 195
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=1 1 1 2 0 2 0 4 4 1 2 2 4 4 1 1 3 2 0 3 4 4 0 3 3 3 4 0 0 3
split_gain=0.111415 1.83315 0.738437 1.21987 0.492527 2.14874 2.01818 0.459856 0.295233 1.27778 0.489212 1.295 1.18155 0.527117 0.566711 1.41429 0.502569 1.82588 2.31824 1.1641 0.894695 0.532467 0.845535 1.01078 0.757309 0.524892 0.46249 0.460812 1.66056 0.467991
threshold=62.132955852800002 62.154463517850012 62.111448187750007 -0.078549999999999995 87.261973998100004 -0.071969999999999992 86.866770652900016 42.154118731400011 39.427119987250002 61.982402197500001 -0.053874999999999999 -0.043559999999999995 41.873095646600007 40.330620469300008 61.987779113750001 61.923256118600001 0.082025000000000028 -0.066979999999999998 85.823648898300021 -0.08138999999999999 43.895345911700005 41.489621506400006 85.495657006400009 1.0000000180025095e-35 -0.144095 0.085235000000000019 43.847983878700006 85.619326080400015 85.307464937250003 0.088350000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 8 -5 9 -1 16 -12 13 -13 15 -15 17 18 21 -20 25 -10 23 24 -23 -18 -14 28 -27 -29
right_child=1 -3 3 7 5 -7 -8 -9 10 -11 11 12 26 14 -16 -17 20 -19 19 -21 -22 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=0.00071485771847167468 -0.11060732807474793 -0.00056285010593655894 -0.016990531832179911 0.013423836202392249 -0.031502814287254058 0.10653395734714942 -0.076750459891209724 0.094910202481332417 0.048017169916469725 0.10624713272044989 -0.12500849339681158 -0.033658474389489296 -0.10997030078615858 0.075253880183168531 0.044635479366548519 -0.0919753223858438 -0.042406763611213573 0.10728153359118589 -0.03899800022332401 -0.15299973752236881 0.056717303030974588 0.0033265133728777418 -0.11241354549834706 0.097083520516884042 -0.10633593212784727 0.01480291903169801 -0.0017419892189647315 0.04192510438720215 -0.11813624592148178 0.0069488221468855084
leaf_weight=6.0899164445418128 1.5325424885377277 123.61275378228356 2.5275988969951868 0.93663699179887716 2.4472897350788116 2.0914216153323641 3.4273568838834754 2.6575434915721416 2.1097228570724749 1.4136536078513016 1.0489484083955165 2.23896726220846 1.3761995382119483 0.89057341695297543 4.0758834783919156 1.1702880989760158 2.2222900539636603 1.1379795372486174 1.9299634920898827 1.6714347177767193 3.6447947316337368 3.2358330450078854 0.7159106209874152 0.94184457138180722 0.78190167489811679 3.5251901454757926 0.55369860237260571 4.6260662898421314 1.2810773425735531 22.106168844737113
leaf_count=221 17 3288 17 6 28 23 40 64 82 17 15 18 122 42 24 12 23 8 34 19 20 70 34 9 69 61 44 29 46 131
internal_value=-2.71409e-05 -0.00191047 0.00281673 0.0362404 0.000150923 0.032104 -0.00185731 0.073675 0.00187422 0.0205969 -0.000418143 -0.0191538 -0.00837945 0.00787399 0.0230269 -0.0197095 0.00384251 -0.0134956 -0.0255661 -0.091907 0.00964787 0.00512282 -0.0108221 0.00384254 -0.0180152 0.00456629 -0.078919 0.00787614 -0.0206311 0.0130015
internal_weight=208.021 125.145 82.8762 6.12178 76.7544 4.53871 72.2157 3.59418 68.7883 7.50357 61.2847 11.3546 10.3056 8.37571 6.13674 2.06086 49.9302 12.5246 11.3866 3.6014 37.4056 7.78521 5.67549 4.95958 4.01773 33.7608 1.9299 31.5385 4.80627 26.7322
internal_count=4633 3305 1328 87 1241 51 1190 70 1150 238 912 277 262 96 78 54 635 325 317 53 310 264 182 148 139 290 166 267 107 160
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=0 0 2 4 4 3 0 1 4 1 3 1 1 4 3 2 3 2 3 1 0 1 2 2 1 1 2 0 4 3
split_gain=0.0976096 0.169369 0.278198 0.474697 0.30956 0.178234 0.136936 0.443787 0.520618 0.344281 0.349449 0.339673 0.33619 0.545389 0.257467 0.173017 0.280704 0.308385 0.301277 0.20203 0.162527 0.571301 0.816393 0.588495 0.276379 0.268682 0.232929 0.218622 0.705888 0.777501
threshold=113.1679565431 122.35979489110001 -0.088274999999999992 48.109449608500007 46.095286511800005 -0.22831499999999999 109.03310793845002 82.299080289250014 44.749265482150008 83.602982482550019 0.090235000000000024 87.313054702550019 86.751166953300014 39.065416244600009 -0.17949499999999999 -0.59238000000000002 0.09721500000000001 -0.63026499999999996 0.11148000000000002 72.04530097975001 104.86330937810001 81.339300736700025 -0.18437499999999998 0.28423000000000004 81.210254746450019 80.538140213850014 0.063030000000000017 97.789976036950009 42.455548714850003 0.092185000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 5 -2 9 -8 14 15 11 12 13 -11 -9 16 17 -1 -18 -19 21 25 -23 -24 -22 27 -27 -17 29 -29
right_child=1 -3 3 -5 -6 -7 7 8 -10 10 -12 -13 -14 -15 -16 20 18 19 -20 -21 24 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.049254971014848034 0.069601289879670833 -0.10398572776108261 -0.10308439443213391 0.089857546732882321 -0.11384500487544456 -0.10187863695875621 -0.10738264744363019 0.032588819279441565 0.083160637967482964 0.092295034083144836 -0.10463697910430808 -0.10250159140751824 0.064661335378195947 -0.081749233022281487 -0.10290238507882883 0.0005115881585601342 0.082979273897824377 0.056166016687022383 0.009916052353385555 -0.0087143324323338961 -0.031118350225546862 0.084791699905815976 -0.11013983418881962 0.0084573451454624266 0.052812990885340173 0.039091401103615663 0.00076444550316689161 0.018264688532774142 -0.070052614347415984 -0.03240335210804083
leaf_weight=0.93949569434335023 0.21514031328115368 0.23096811528375827 0.17631749105839745 0.46070294314995408 0.39054618455702439 0.084387668259296333 0.21828560409630782 0.28260787541512378 1.1318256796803323 0.24984783309628189 0.587872671727382 0.36446878710557928 0.57931682394701056 0.64447097750962712 0.27841822368645819 170.51855283997611 1.0812805341556671 0.87442561239004035 1.1805813629180191 1.0638632220507132 0.54929574666311864 0.38230692245997522 1.4006838592031261 0.59662080742418755 1.3730080901295876 3.2592273946211199 3.0881060743704438 6.9632170143886452 1.8477700713192451 5.3596123991665081
leaf_count=18 26 179 98 7 42 111 26 20 34 31 79 125 16 39 167 2827 10 11 32 39 38 9 128 9 39 47 25 122 135 144
internal_value=-1.9344e-05 -0.0249543 -0.0111996 0.0364542 -0.0551897 0.0212893 0.00017034 0.0268129 0.0441169 -8.06046e-05 -0.0375262 -0.0160625 0.00531618 -0.0331261 -0.0346509 0.000372523 0.0184834 -0.00223529 0.0448438 0.0205553 -0.000104 -0.000391563 -0.0490873 -0.0747133 0.0288297 0.000215007 0.0204446 -0.000480235 -0.0124151 -0.00377254
internal_weight=206.373 1.55806 1.32709 0.63702 0.690074 0.299528 204.815 1.91114 1.69285 202.904 2.42598 1.8381 1.47364 0.894319 0.561026 200.478 5.13965 2.87778 2.26186 1.93829 195.338 193.416 2.37961 1.9973 1.9223 191.036 6.34733 184.689 14.1706 12.3228
internal_count=4633 463 284 105 179 137 4170 247 221 3923 290 211 86 70 187 3633 110 68 42 50 3523 3446 146 137 77 3300 72 3228 401 266
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=4 3 3 0 4 2 3 3 3 2 3 2 3 2 2 2 2 3 3 4 1 0 0 2 1 2 4 4 0 0
split_gain=0.0949502 0.456202 1.14983 0.435201 0.43402 0.463065 0.415296 1.69802 1.37836 0.538012 0.738562 0.505469 1.05599 1.38454 0.899802 1.08293 0.834329 0.634463 0.588734 0.524717 0.460208 0.456547 0.405942 0.381646 1.74656 0.70062 0.6862 0.914715 0.705894 2.62125
threshold=42.154118731400011 -0.25420999999999999 -0.55393499999999996 103.57284947555002 42.027798546600003 -0.080869999999999997 0.096915000000000015 0.10176000000000003 0.10307000000000002 -0.011849999999999999 0.11458500000000002 -0.043559999999999995 0.089965000000000031 -0.031989999999999998 -0.017745 0.04932000000000001 -0.053874999999999999 0.092485000000000026 0.091885000000000022 42.283941020600004 62.132955852800002 89.474575039450016 102.21786657775002 -0.078549999999999995 62.425997789000007 -0.06828999999999999 42.409092016550012 42.477827694800006 96.082805124100005 97.491557184450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 11 21 -9 10 -10 16 13 -13 -15 -16 17 18 19 -3 -19 -8 -17 26 25 -25 -21 -28 -29 -30
right_child=1 6 -4 -5 5 -7 7 8 9 -11 -12 12 -14 14 15 22 -18 20 -20 23 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.0010568521803873078 0.033061014756058819 -0.078765267796482644 -0.10279726109573517 -0.046238076609201484 -7.4120544867009504e-05 0.058341958923317387 -0.1291495410534545 0.10506492213745725 -0.068925813862096286 0.043463875019465692 0.0017481471063829836 -0.18252666064069245 -0.11450921571398816 0.06775854123856738 -0.10868722235662304 -0.012629687711805891 0.1072071167046703 0.074105506970752591 -0.081032599816225598 0.055299742828912618 0.00818494840265864 -0.039855556899861519 0.052457578118810945 0.10949889213264248 -0.08063822329521908 0.0018026927889026314 -0.099797798298428331 0.0069840553435027422 -0.15766765635539248 0.00093332445565610087
leaf_weight=125.42289929167873 1.090770466020331 0.7831582061771688 1.4525375576995418 1.8771954581825401 2.6420416990295053 2.7899459728505454 1.4450300290482112 1.1172422346044166 2.4613909921099539 1.3390335768344819 3.7035171994430129 0.42893904051743348 1.0385724086518155 1.6446728294540651 1.0372262547170974 3.9364523539552465 0.79983967635781184 2.1240734849125138 0.86325797137032978 2.1924559357503233 2.1121227357798489 0.94837520264991315 1.2665442304969472 1.8792279418557887 0.97683992388192553 0.89021454937756694 0.93743229805841011 29.456768121446657 1.2804975925828319 5.5965143787834677
leaf_count=1911 37 24 95 640 24 34 26 11 49 40 51 7 50 78 103 118 7 12 15 17 37 32 49 59 28 4 24 636 19 396
internal_value=-2.2252e-05 -0.0029244 -0.0445305 0.00156956 0.00225539 0.0299292 -0.00141831 -0.019249 0.00143872 -0.0139899 -0.026469 0.00189671 -0.0194375 -0.0075611 0.00195704 -0.0153856 0.00589585 0.00424524 0.000751652 0.00235647 0.0412382 -0.0937672 0.00321424 0.00382676 0.0343294 0.0748808 0.00093115 -0.00226705 0.0002493 -0.0285981
internal_weight=205.535 72.8027 2.54331 132.732 130.855 5.43199 70.2594 11.0146 8.62118 7.50394 6.16491 59.2448 9.35241 8.31383 7.8849 6.24022 49.8924 49.0926 44.8564 43.9931 4.2362 2.39341 5.203 43.21 3.74628 2.76944 39.4637 37.2712 36.3338 6.87701
internal_count=4633 2024 132 2609 1969 58 1892 209 151 140 100 1683 405 355 348 270 1278 1271 1222 1207 49 58 167 1183 91 63 1092 1075 1051 415
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=4 4 2 4 0 3 4 3 3 4 3 3 2 3 2 4 1 3 4 4 2 2 4 0 0 4 4 4 4 1
split_gain=0.102104 0.843216 1.19384 0.515668 1.10575 0.776591 1.90582 0.772939 0.766034 1.13731 1.05032 1.00329 0.923069 1.11418 0.632147 0.613167 0.549585 0.529534 0.308072 0.67201 2.24911 0.276499 0.677066 0.262628 0.749944 0.591128 0.837117 0.475614 0.665213 0.52149
threshold=43.182896969600009 43.084051236300006 -0.079369999999999996 43.663128814500006 85.799452775150016 0.089505000000000015 43.813842866750008 0.096915000000000015 0.083395000000000011 48.823707093150006 0.082325000000000023 0.081515000000000018 -0.10290999999999999 0.087125000000000022 -0.095854999999999996 44.701063782750005 75.085947125300024 0.086955000000000018 43.022303514600004 42.91168285345001 -0.11051999999999999 -0.237895 44.202975721700007 85.799452775150016 85.705356740550016 42.498713093000006 42.243697547450004 42.055256506450007 41.873095646600007 58.309968391300011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 -3 4 -2 6 -5 -7 10 12 11 21 13 -10 -6 -12 -17 -16 19 23 -21 22 -8 24 25 26 27 28 29 -1
right_child=3 2 -4 5 14 7 8 -9 9 -11 15 -13 -14 -15 17 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.04289864271385372 -0.074691408426665232 -0.12275239286014938 0.0081715296853098161 -0.15327309770069117 0.081367524211678754 0.060501424509042112 0.060756168055346033 -0.035123669777948716 0.061076370262551777 0.069628321038056107 0.094701942722476853 -0.13849750128909399 -0.13306700777237182 -0.14186611171319433 -0.010821178894342899 -0.045036032391505505 0.098177590338130338 0.04683165199334665 0.033125570943171166 0.096756654989068519 -0.13023475303731272 0.0021825314757591262 -0.10935870457665298 -0.001563627309225539 0.04024170801163815 0.04349711417362874 -0.10992375216953956 0.070919263268485466 -0.1216835627275958 -0.013883597931638299
leaf_weight=1.9781559755501774 1.0062018356657052 1.3578236922257931 1.4299555416728242 0.89302194808988744 2.2720757931747348 3.2718234904605188 0.35498583570006903 1.1397337107737255 0.74229677178664177 0.64708559298014723 1.8072145316982635 0.55789897439535785 1.4113361434574463 0.42565401643514633 2.982931481950799 0.80486531899077796 0.40168855264346348 3.4193606816697866 2.7381813933752701 0.63980047131917706 1.3737728343512561 13.066385874411932 0.68626141863933299 139.34281160363025 6.0245287371799341 2.4659810610646664 0.78628123401722483 0.80299117436516176 0.49838573484157755 8.8691894452531397
leaf_count=132 55 55 27 24 33 59 18 42 65 19 12 14 140 10 44 73 5 29 35 17 48 611 112 2449 36 49 39 19 33 329
internal_value=-2.42661e-05 -0.00105687 -0.0555966 0.00481808 0.0245413 -0.00246656 -0.0102101 0.0357965 -0.00409894 -0.0489081 0.00407848 -0.00697083 -0.0786463 -0.012885 0.036052 0.0578464 0.00264296 0.0199703 -0.000138285 -0.000697821 -0.0581096 -0.00176949 -0.0513625 2.12437e-05 0.0103286 -0.00137276 -0.00992693 -0.003455 -0.00871882 -0.00352861
internal_weight=204.199 168.308 2.78778 35.8908 9.68057 26.2103 21.7987 4.41156 20.9057 3.22637 17.6793 14.6655 2.57929 1.16795 8.67437 3.01377 1.20655 6.40229 165.52 162.782 2.01357 14.1076 1.04125 160.768 21.4255 15.401 12.935 12.1487 11.3457 10.8473
internal_count=4633 3268 82 1365 161 1204 1103 101 1079 234 845 755 215 75 106 90 78 73 3186 3151 65 741 130 3086 637 601 552 513 494 461
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=0 2 0 1 4 1 4 4 2 4 4 4 4 1 3 0 4 1 1 4 2 3 1 2 2 2 4 4 4 4
split_gain=0.126028 0.295628 0.15214 0.114823 0.221304 0.121872 0.164219 0.552086 0.31698 0.254038 0.283645 0.383303 0.458199 0.49327 0.324838 0.436865 0.433123 0.246268 0.259852 0.197288 0.377624 0.456761 0.212647 0.572071 0.505893 0.40259 0.454746 0.360744 0.385356 0.690082
threshold=71.096275259750016 0.11061500000000003 71.144667506050013 55.782817748650011 44.461493122800007 55.855406118200008 49.064150740050003 49.960114208400007 -0.23353499999999996 48.823707093150006 48.393869453650005 47.927946529500012 45.921757303800007 67.254468591300011 -0.25215499999999996 97.32487278035002 47.309807198350008 87.143681840350013 90.679004281900021 45.321989007550009 -0.088274999999999992 -0.16179999999999997 81.339300736700025 -0.085550000000000001 -0.086139999999999994 0.20852500000000004 44.749265482150008 44.578137159850009 43.182896969600009 43.084051236300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 9 -8 -9 10 11 12 19 -14 -15 -16 -17 -10 -19 22 21 -21 27 24 -24 26 -25 28 29 -7
right_child=2 -3 3 5 -6 6 7 8 17 -11 -12 -13 13 14 15 16 -18 18 -20 20 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10940310016477783 0.048236046519330708 0.079323144257010592 0.018395162642725869 0.034756227414046083 -0.11119196778452085 0.00035954381425666154 -0.095514290721655584 0.095719202249850061 -0.1033056721215156 0.030978126728687706 -0.051429623667920712 0.05381406527319238 -0.12212084828920394 0.069324674176689485 -0.10699777854306342 -0.077053715610498813 0.069641325136304846 0.033081556069903977 -0.1013419692057223 0.069528381343327755 0.10013002337166253 -0.10477830607393174 -0.004400991824679513 -0.10970836260497499 0.11536119911218311 -0.012701731808675121 0.05088952440394643 -0.038249278737484474 0.014736875902107009 -0.051049878243196359
leaf_weight=0.29115888814612745 0.65398746426217158 0.11609608959406614 0.26241258959635061 1.0066024085972447 0.26473782787797973 160.00947358065605 0.77347924330751938 0.32559601540560845 0.25241906198061725 2.642793749459087 1.0762794147594821 1.3169928789138783 0.60436861409107168 0.34701935807243001 0.56035560598684198 0.34941946032631677 0.47471213864628226 0.76732708094641566 0.17697185651923064 0.31454223999753594 0.56291772593976819 0.28797067112463992 2.6333785724464183 1.2618360049882533 0.40725902986014251 1.4299291586307843 0.2049526274204253 2.3629140585981068 18.540669607245945 2.6543661238392806
leaf_count=186 18 2 22 15 18 2318 67 8 125 42 25 36 34 9 44 44 29 63 56 4 14 82 481 299 4 131 5 126 263 63
internal_value=-2.99547e-05 -0.0556029 8.17959e-05 -7.42055e-05 -0.0466842 4.78265e-05 -0.000126567 -0.0267181 0.00823691 0.000181694 -0.000234831 4.87173e-05 -0.000318155 -0.044339 -0.0171898 -0.0388745 0.00744482 -0.0155648 0.00788913 0.000221138 0.0412393 -0.0137814 -3.11182e-05 -0.0186572 0.0116398 -0.0504594 -0.0872682 0.000571328 0.00107755 -0.000479361
internal_weight=202.933 0.407255 202.526 201.872 0.52715 201.345 200.338 2.29579 1.52231 198.042 195.399 194.323 193.006 2.33588 1.73151 1.38449 0.824132 1.19672 0.944299 190.67 1.16543 0.602513 189.505 5.93736 3.04064 2.89672 1.46679 183.567 181.205 162.664
internal_count=4633 188 4445 4427 40 4387 4372 319 252 4053 4011 3986 3950 160 126 117 73 244 119 3790 100 86 3690 920 485 435 304 2770 2644 2381
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=0 2 2 2 1 4 2 4 3 3 3 3 2 2 2 4 1 1 3 1 4 4 1 3 0 0 4 2 4 4
split_gain=0.112082 0.263834 0.127778 0.481915 0.644389 0.627568 0.387169 0.751357 0.304918 0.71006 0.611653 0.355008 1.10922 0.651266 0.564489 0.743228 0.544438 1.21738 0.401891 0.308947 0.597884 0.42267 0.322736 0.488103 0.519796 0.756752 0.303669 0.294926 0.469408 0.606615
threshold=71.096275259750016 0.11061500000000003 -0.16164499999999998 -0.18437499999999998 71.104340634100012 45.921757303800007 -0.15022499999999997 43.219899330700009 0.10787500000000003 0.10052500000000002 0.12140000000000002 -0.15544999999999998 -0.23353499999999996 -0.23353499999999996 -0.24150999999999997 48.96897326980001 63.910026677050006 62.084563606450011 0.098950000000000024 71.322105742700003 40.040404835300002 38.804629908750009 69.545034918450014 0.093955000000000025 87.842680954300008 86.264556031700025 44.701063782750005 -0.14704500000000001 42.670715716450012 41.542492784600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 -6 7 -4 9 11 -10 13 18 14 -2 26 17 -14 19 22 21 -21 23 24 25 -13 -16 28 29 -8
right_child=2 -3 6 4 5 -7 27 -9 10 -11 -12 12 16 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10862016111475535 -0.10408861334602988 0.075648015804389318 -0.124561250055437 0.095480124874516639 -0.12243833404929086 0.063581646038285242 -0.10509611274531755 0.001008918047628943 0.087881729534534825 -0.10858361424273244 -0.010890031089330765 -0.00066589406748457629 -0.11173053947713041 0.048720757814970254 0.083255343203651633 -0.076123245939119344 -0.12815512316361102 0.10354767311645377 0.10133258306918098 -0.059168865225432903 -0.075499540286459735 0.069521556253378053 0.055899723563703922 -0.072157624637205126 -0.048237427941803392 0.090731783102657781 0.009668845563924184 -0.00075228346206083986 0.089996316053540526 0.10823890590468749
leaf_weight=0.26525405461688834 0.54145617142057734 0.10989288054406643 0.74105539884112603 1.3045856026001268 0.33534417059854593 0.39496300314203836 0.36046497480856377 1.3348291658367086 1.1824074255564476 0.59960248286370088 1.3346376467561638 2.8481688318715968 0.66146354155716058 3.7331401972987903 0.78733622161962635 0.85179379733744998 1.0036466913079491 0.43570731743238866 0.41412642237264741 0.39551501772803044 1.3249569870204139 0.71947912787436508 1.3134335075592387 0.78860220219939936 1.1228010107297448 1.3284376580268142 1.9490151860809417 172.90674025028557 0.8861188522860175 0.21148822690884117
leaf_count=186 104 2 80 21 25 22 51 226 34 31 31 161 113 53 28 17 50 9 7 100 129 21 28 12 28 9 48 2986 18 3
internal_value=-3.30873e-05 -0.0546419 6.84251e-05 0.00670416 0.0533765 -0.0218354 -0.000885735 -0.0438175 0.0026343 -0.00134036 0.035509 0.00183997 -0.00873016 0.018451 -0.00891274 0.00544944 -0.0749288 -0.0262395 0.00483045 0.000769637 -0.0300893 0.023872 0.0109426 0.00124347 0.0121662 0.0284046 0.030842 -0.000374615 0.0444115 -0.0262123
internal_weight=202.186 0.375147 201.811 25.3706 2.03489 0.730307 176.441 2.07588 23.3357 20.8187 2.51705 20.2191 12.3563 7.86274 4.1296 3.58815 2.10082 1.09717 10.2555 9.84139 2.43995 1.11499 7.40144 6.08801 5.29941 4.17661 2.73635 174.365 1.45807 0.571953
internal_count=4633 188 4445 1081 68 47 3364 306 1013 948 65 917 667 250 197 93 172 122 495 488 250 121 238 210 198 170 76 3058 72 54
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=1 1 1 4 1 0 4 4 0 1 3 2 2 0 2 2 2 0 1 2 1 0 2 1 0 1 1 2 2 4
split_gain=0.158021 0.110919 0.61446 0.427546 0.400308 0.479866 0.411788 0.358307 0.65337 0.239965 0.202023 0.137696 1.18488 0.985747 0.831729 0.679355 0.701638 0.988243 1.65288 0.659312 1.85788 1.19008 0.805616 0.752499 0.760871 1.02113 0.966032 0.778088 0.655003 1.44467
threshold=54.884872733100003 58.309968391300011 60.87206898960001 48.96897326980001 57.027573863050009 73.921844754800006 35.119813570500007 37.572218886150004 81.90387694410002 55.887667615750004 0.08574500000000003 -0.079369999999999996 -0.077085000000000001 94.75470680765001 -0.076544999999999988 -0.075639999999999999 -0.06828999999999999 86.036037090600004 65.509659264600018 -0.053874999999999999 70.182199495350019 86.393602021950016 -0.057599999999999998 61.907125369850007 87.345316200150009 62.132955852800002 62.116825104000007 -0.027754999999999998 -0.082654999999999992 42.876019054300009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 4 5 9 -7 8 -3 -2 -6 28 13 -13 -14 -16 17 -17 -19 20 21 -18 -22 -21 25 27 -26 -25 -4 -30
right_child=1 2 11 -5 10 6 -8 -9 -10 -11 -12 12 14 -15 15 16 19 18 -20 23 22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.10139843800732828 -0.020222797835843808 -0.11527119469743458 4.2673339577556703e-05 -0.029578911589769677 0.096613857518227431 0.062815873700642552 -0.10568680552765682 -0.11620222271951904 0.10367047125199252 0.057479345959719423 0.02815467976059001 0.08102984531756037 -0.082297926062830942 -0.010436057741769339 0.056030255086171987 0.010960872150994096 0.0023566358310613614 -0.11904147377795181 -0.010189601371113483 0.053151238469019785 -0.1232144517753283 0.074879138112945207 0.0062619763103639097 -0.047375740030178588 0.10448785824485357 -0.089989891848145862 0.0013950257188120364 0.005097706472454791 -0.058134660941261733 0.026062111560163276
leaf_weight=0.15366385350352985 0.58397462291759383 0.28010722544604394 95.334158247781488 1.6690396245103327 0.99144652196264338 0.19569205865263928 0.56021817593136802 0.71912851606612094 0.26549282670021057 1.2443318805235319 0.76263882371131331 3.3958454411476842 1.2072348557412613 1.8043369163406167 2.2082078634412019 4.5041301101446134 3.9184721364872512 2.2362971641123295 3.7080156961092143 2.476183420396409 1.0422480009438002 5.3548586033284664 0.89170658524380897 4.2419264502823344 0.92948082089424033 1.9585935815121036 41.127247896853987 8.4650029386684746 5.7532364786529779 3.1556543015758507
leaf_count=137 37 37 2306 40 32 4 74 67 3 25 17 86 24 24 16 26 36 24 64 28 58 44 14 36 19 71 1015 103 110 56
internal_value=-2.92579e-05 4.82443e-05 -0.00036411 0.0134318 0.029979 0.00495263 -0.0620644 -0.0698402 -0.00873264 0.0326607 0.0668493 8.94913e-05 0.00296733 0.0492934 0.000108606 0.00130631 -0.000188257 -0.0243698 -0.0511405 0.00340036 0.0256409 0.0442345 -0.0635155 -0.000810168 -0.00316583 -0.022779 0.00367344 -0.0124194 -0.00238051 -0.028311
internal_weight=201.139 200.985 194.978 6.00734 4.3383 2.58422 0.75591 1.26473 0.5456 1.82831 1.75409 193.713 89.4698 5.20018 84.2696 83.0624 80.8542 10.4484 5.94431 70.4057 11.2073 9.27333 1.93395 59.1984 56.7223 14.6655 42.0567 12.7069 104.243 8.90889
internal_count=4633 4496 4267 229 189 140 78 107 40 62 49 4160 1688 110 1578 1554 1538 114 88 1424 152 80 72 1272 1244 210 1034 139 2472 166
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=4 3 3 1 1 4 0 4 0 1 4 4 1 3 3 3 0 0 3 1 1 4 4 0 0 0 1 0 4 1
split_gain=0.11391 0.414622 0.945079 0.405346 0.958977 0.619395 1.01125 0.49912 0.673888 0.833737 0.49796 0.850938 1.26867 0.969154 1.36666 0.604335 0.501316 0.834599 0.433567 0.410329 0.571595 0.758459 0.782849 0.557212 0.426438 0.914249 0.882326 1.99426 0.591144 0.810862
threshold=42.154118731400011 -0.25420999999999999 -0.55393499999999996 61.987779113750001 62.00390986255001 41.600558339100012 85.769879735700016 41.935569238650011 86.420486603250012 72.209296925700016 41.319407281650008 40.621691032550004 61.923256118600001 0.092185000000000031 0.082855000000000026 0.10249000000000003 85.968825637350008 85.121961326250016 0.089835000000000012 62.014663695050011 62.041548276350007 41.685324604100011 41.835830569250014 86.09518316945001 86.103248543850015 86.692020874450009 64.630533455950015 88.350799540950007 41.489621506400006 77.852370541550016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 18 10 -7 19 -9 -10 11 13 -13 14 16 -15 17 -1 -5 -6 23 24 -23 -21 -22 -26 27 -27 -28 -30
right_child=1 -3 -4 4 7 6 -8 8 9 -11 -12 12 -14 15 -16 -17 -18 -19 -20 20 21 22 -24 -25 25 26 28 -29 29 -31
leaf_value=-0.031442749945972924 0.029501030051230788 -0.0018647978035726126 -0.099459042510034942 0.074714147023979785 -0.058705901151911634 -0.011239009420256253 -0.1326649067726535 0.087874918517308442 -0.020466923693637694 0.060157864934407848 0.029458027443201869 -0.0083180987051237696 -0.13569046543822702 0.052381173096388858 -0.11576435542341881 -0.0022549529105855806 -0.044559380881151384 0.10982252032782683 0.016647857347411258 0.0014518310270721603 0.026463177830607632 -0.075828747258854204 0.00013049182563276799 0.068556065794692006 -0.037347137608076807 0.0019090096136926084 0.00015115370742745779 0.10357251684296753 -0.10318713343092445 0.030189543431951561
leaf_weight=0.85145636460948571 0.9862268279794083 66.47907751713683 1.3409315741973831 2.6363328430452375 1.164088750258087 2.0333420751958324 1.0349634923040865 1.4848977272049513 3.2120928261429071 2.1351934412523406 3.6480099013133431 2.065642035042401 1.2583578261546788 3.4560627895407361 1.4839317737205417 4.8875302777159959 1.3154008742421863 0.82195251458324492 2.5103608518838882 2.5433805330831083 6.3467001257276925 2.6557576165068886 2.7740276667755097 2.4099338762462139 6.1966845998540512 6.6842939443886262 60.675545789741591 2.7125459499657154 1.2709148104768235 0.71070917741599249
leaf_count=142 37 1892 95 17 24 48 13 15 40 50 37 41 70 34 50 52 26 7 23 21 105 52 37 27 42 65 1454 44 31 42
internal_value=-2.27066e-05 -0.00331719 -0.044807 0.00170794 0.00426568 -0.0103915 -0.0521969 0.00216026 0.0282768 0.0117269 -0.00390926 -0.0114509 -0.0565371 0.000242533 -0.0373156 0.0203763 0.00163387 0.0379446 0.0463916 0.000304383 0.00102762 -0.000792033 -0.0370219 0.0341 0.00153334 -0.000488655 0.0026812 0.0312558 -0.0016042 -0.0553516
internal_weight=199.786 68.8062 2.32716 130.98 108.123 22.8566 3.06831 102.977 6.83218 5.34729 19.7883 16.1403 3.324 12.8163 4.47274 8.34359 2.98881 1.67341 5.14669 96.1446 94.9805 90.0272 5.42979 4.95331 84.5974 78.2507 72.054 9.39684 62.6572 1.98162
internal_count=4633 2024 132 2609 2089 520 61 2049 105 90 459 422 111 311 225 86 175 149 40 1944 1920 1872 89 48 1783 1678 1636 109 1527 73
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=0 2 2 3 2 4 3 0 3 1 0 4 2 3 3 4 1 1 3 0 3 3 2 4 2 2 4 3 3 4
split_gain=0.102699 0.200159 0.270327 0.265968 0.140472 0.151007 0.137783 0.230177 0.516582 0.465407 0.958506 0.411115 1.03361 0.354057 0.179949 0.717207 0.960034 0.255983 0.21494 0.250115 0.154411 0.453762 0.267477 0.523404 0.156617 0.3532 0.14851 0.142616 0.513605 0.452235
threshold=114.09278614000002 -0.088274999999999992 -0.013285 -0.38221499999999997 0.70681500000000008 41.444941515100005 0.12001500000000002 87.380266155850009 0.42293500000000012 61.907125369850007 85.799452775150016 39.852039223600009 -0.11534 0.42293500000000012 0.11296500000000002 38.171717059500004 61.987779113750001 64.108972578700019 0.11071500000000002 86.692020874450009 0.10685000000000001 0.10526500000000003 -0.072755 40.467253020850002 -0.63026499999999996 -0.60723499999999997 42.527280425250005 0.10336500000000003 0.10249000000000003 41.11191809080001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 14 8 9 -8 -11 12 -9 26 18 -16 -17 -18 20 -20 21 24 -22 -24 -1 -26 -13 28 -27 -29
right_child=1 2 -4 -5 5 -7 7 11 -10 10 -12 13 -14 -15 15 16 17 -19 19 -21 22 -23 23 -25 25 27 -28 29 -30 -31
leaf_value=-0.035471123034940488 0.092523774906345488 0.04106513440838979 -0.10254423343761279 -0.11182740346312214 0.069692776350389077 -0.0085039370972942712 -0.0057587277741011807 0.053409548827615366 0.012798827620789266 -0.0021721809997760281 -0.13263565750496067 0.059416474440390069 -0.089893802509500909 -0.017255116645237458 0.077704059666074743 0.054075152960403432 -0.015114685952931651 -0.09235523641188037 0.00080218735865076024 -0.06685362176212882 -0.0024678002416425497 -0.043232858006269657 0.089154870844297643 -0.0088163760290785806 0.078897039481139714 0.00088609499333700242 0.016018571140472899 -0.017933864339284379 -0.041039728373681715 0.039232451306450422
leaf_weight=1.1901028001811926 0.075703529408201575 0.51830295928994019 0.17544552817844195 0.40136868426134242 0.59489018842032126 0.42224276659544557 1.6736087887547895 0.82327852532398571 2.4234974682331085 1.0064810391922949 1.2784556527622042 1.6400932001415642 1.295077736576786 1.7760491818116859 1.4752504143561953 1.4217138011008503 0.79363599419593789 0.93401840229489608 1.1653829145361663 1.0288126178784294 2.8302077986882068 2.3866810241488556 1.1843781278585077 1.0106013545300809 0.57908431591931631 158.26956020625948 1.5186940684216095 2.3215116899809791 2.9768637472116088 3.4261076336260885
leaf_count=32 2 52 137 223 21 28 20 18 17 15 29 24 33 19 32 8 10 30 8 34 30 39 17 24 22 3597 21 35 31 25
internal_value=-1.08661e-05 -0.0295403 0.00474704 -0.0794002 0.000164238 0.0372309 -2.76977e-05 -0.00980211 -0.0235622 -0.0458231 -0.0751684 0.00264864 -0.0342004 0.0184667 0.00068993 0.020165 -0.00678792 -0.0568731 0.000184996 -0.0309202 0.0005724 6.51115e-05 0.0178499 0.0440474 0.000677439 0.000934166 0.0385515 0.000663815 0.000112078 0.0161425
internal_weight=198.617 1.17082 0.693748 0.477072 197.446 1.01713 196.429 13.4352 6.38204 3.95855 2.28494 7.05319 2.11836 4.93484 182.994 4.62462 3.14937 1.72765 178.369 2.1942 176.175 171.15 5.02519 2.19498 168.763 167.573 3.15879 166.994 161.246 5.74762
internal_count=4633 414 189 225 4219 49 4170 196 81 64 44 115 51 64 3974 80 48 40 3894 42 3852 3781 71 41 3742 3710 45 3688 3628 60
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=4 4 0 4 0 1 1 0 4 4 3 2 2 2 2 2 4 4 0 0 0 0 1 3 4 4 1 2 1 2
split_gain=0.103661 0.490815 0.400279 1.31782 0.94008 0.721722 1.93447 0.683027 0.564368 1.21772 1.11828 1.26702 0.722139 1.3358 0.984789 0.835857 0.816062 1.67602 0.630772 1.55604 1.06454 0.673194 0.617435 0.588798 0.545914 0.904982 0.524913 0.523534 0.649822 0.470782
threshold=42.081757894750005 42.027798546600003 86.393602021950016 42.431220712750012 86.866770652900016 62.116825104000007 64.294476189700006 85.619326080400015 43.157831852650006 42.686561923500008 0.08759500000000002 -0.083330000000000001 -0.084259999999999988 -0.087660000000000002 -0.09715 -0.07490999999999999 42.527280425250005 42.409092016550012 96.082805124100005 95.988709089550014 97.32487278035002 100.19345760555002 80.538140213850014 0.087245000000000031 43.477771593600004 43.735142172100005 62.186725015400008 -0.083004999999999982 62.111448187750007 -0.16533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 27 -5 26 -2 9 12 11 -11 13 14 -6 -14 17 -17 19 24 -20 23 -23 29 -10 -26 -7 -4 -29 -22
right_child=2 -3 4 5 8 6 -8 -9 18 10 -12 -13 15 -15 -16 16 -18 -19 20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00065497819513638325 -0.011946443355897236 0.038839936418902009 -0.00069380449526167858 0.0014106234750253027 0.027020587280644978 -0.16053573464645537 0.041189241194433755 -0.1383057561019401 0.047761207856881267 -0.095876183671664228 -0.11206750069762871 0.019941073320745732 -0.083360752085562304 0.10469032248593642 -0.073883592130398135 -0.038063836321274441 -0.052751079465685261 0.0976371230664725 -0.078173589075993533 0.16327286676485894 0.089157930565301413 -0.090987762174236764 0.0029530337453683685 0.10500012354824902 -0.092152237202846224 0.012286815775047527 -0.05688629362043638 0.027119875992665955 0.10579463676351633 -0.10404682939974064
leaf_weight=124.27241652631301 0.65744462584189278 3.4598646602244107 2.5023154997033998 17.40452559524056 3.4991325095179486 1.0653202889952802 1.3873788059718206 1.2245977455750106 3.2828691632894333 1.4839706257916985 2.0922276193959988 2.5986841179255853 1.6461403623688973 1.5938607850112028 1.3367071571410636 1.9305603394168431 2.0641309527272824 1.7219497212208805 1.9009952020714971 0.74617803934961635 0.21459205757128064 0.81223100209172105 5.0478542167893465 1.0842938225250689 0.95387519180076186 6.3726992747142504 0.90254526864737261 2.8231476228684178 1.6713710464537141 0.30590813161688857
leaf_count=2539 33 36 25 421 59 23 97 28 28 45 50 33 31 9 20 45 34 14 34 3 10 90 431 12 17 335 18 15 59 39
internal_value=-8.26286e-06 0.00168929 -0.00309144 -0.01404 0.00210709 -0.006776 -0.0492421 -0.0941653 -0.0037153 -0.0157129 -0.0526209 -0.0221564 0.000810785 0.0252966 -0.00087102 -0.020572 -0.00249158 0.0259114 0.00784564 0.0236907 -0.0113657 0.00564754 -0.0100675 0.0630329 0.0138737 -0.00131051 -0.112998 0.0359662 0.0563766 -0.0243923
internal_weight=198.06 127.732 70.3275 22.6418 47.6857 20.7598 3.35524 1.88204 40.6889 19.9674 6.17488 4.08265 13.7925 6.4297 4.83584 7.36278 5.71664 3.65251 20.7215 11.3556 9.36587 7.46488 5.86009 1.60479 10.6094 7.32657 1.96787 6.99683 4.49452 0.5205
internal_count=4633 2575 2058 620 1438 559 138 61 1339 340 128 78 212 88 79 124 93 59 999 383 616 582 521 61 380 352 41 99 74 49
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=0 2 3 2 2 3 2 2 0 1 4 3 1 2 2 3 1 1 0 1 2 3 0 4 1 4 4 0 4 1
split_gain=0.0916504 0.180251 0.237426 0.233371 0.120645 0.143688 0.107827 0.315478 0.104162 0.401811 0.34285 0.328165 0.247543 0.315135 0.432347 0.351387 0.138206 0.130937 1.1129 0.217964 0.331709 0.319849 0.239505 0.641648 0.87131 0.721994 0.921447 1.1369 0.949994 0.835692
threshold=114.09278614000002 -0.088274999999999992 -0.38221499999999997 -0.013285 0.70681500000000008 0.077805000000000027 -0.045684999999999996 -0.088039999999999993 109.03310793845002 82.299080289250014 44.749265482150008 -0.17949499999999999 83.75622459600001 -0.15962499999999999 0.20852500000000004 0.081235000000000016 83.116371560950014 81.573196594050017 104.61328277200001 80.677940036650014 0.063030000000000017 0.09117500000000002 98.230883170350012 40.00488309970001 73.448676123850007 41.404176814550006 41.835830569250014 102.11570516885001 42.320906304050006 79.328334055150009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 8 -6 7 -3 12 -10 11 -11 16 15 -15 -14 17 19 -19 22 21 -21 -1 24 -24 -25 -27 28 -28 -30
right_child=1 3 -4 -5 5 -7 -8 -9 9 10 -12 -13 13 14 -16 -17 -18 18 -20 20 -22 -23 23 25 -26 26 27 -29 29 -31
leaf_value=0.00053138453995704065 0.09040121115616806 0.10512687726799781 -0.11077728558426675 -0.10226093484327491 0.069422356879751221 -0.0069671049330577613 0.088536416245570571 -0.10435133922012395 -0.10607882783739755 0.043873558638138299 0.076467956494646647 -0.10249505116378653 0.068637267921212622 -0.10391173680292819 0.059700970529892664 -0.10342691392401744 0.035441957844893762 -0.10774791231595059 0.048317541096177453 0.080566710002590705 -0.0029688883369497349 0.013412684891530309 0.039127830245392015 0.029330904710075462 -0.077245968184723832 -0.11713951574250991 0.089146745627601623 -0.10618045817036469 -0.069621451552389454 0.054246775185067424
leaf_weight=168.84383855849319 0.069811735302209854 0.13816270798997721 0.36734440483837716 0.15832457871965633 0.5449282256886353 0.44923053554521175 0.22478720941580832 0.14989013685226382 0.21160493124625546 0.36467472353251629 1.0090866439277304 0.26411842816196451 0.41678490629419673 0.83558730573349638 0.20020752475829795 0.16594265152525622 1.0990417560387857 0.88027303043054306 0.95008374215103686 1.2850433723069721 3.3072420635726303 1.5828989497385917 0.842698579654097 4.4956420392263663 2.720004734932445 0.90310662961564947 1.2566347727552059 0.90593355301825784 1.3413968727181784 0.91700019687414158
leaf_count=2901 2 3 223 137 13 36 9 40 28 28 43 191 30 177 19 47 25 113 43 17 43 32 6 57 162 23 13 77 91 4
internal_value=-5.46414e-06 -0.0286808 -0.07865 0.00386613 0.000156858 0.0349042 0.0366298 -0.00387645 -2.04761e-05 0.0235983 0.0403519 -0.0176071 -0.00024687 -0.0391905 -0.0722872 0.0196388 8.25651e-05 -0.00012172 -0.026739 0.000136872 0.0186138 0.0435025 -0.000489265 -0.0133666 -0.0497197 -0.000177343 -0.0250941 -0.00629121 0.0194534 -0.019326
internal_weight=196.901 1.10832 0.437156 0.671165 195.793 0.994159 0.51284 0.288053 194.799 1.84948 1.63788 0.628793 192.949 1.61852 1.03579 0.582728 191.331 190.232 1.83036 188.401 6.17518 2.86794 182.226 13.3824 3.5627 9.81971 5.32407 4.42097 3.51503 2.2584
internal_count=4633 414 225 189 4219 49 52 43 4170 290 262 219 3880 273 196 77 3607 3582 156 3426 92 49 3334 433 168 265 208 185 108 95
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=4 4 0 4 0 0 0 2 1 1 2 4 4 2 2 3 3 1 3 4 3 4 4 0 0 0 3 3 0 1
split_gain=0.0877555 0.406657 0.332329 1.14783 0.795554 1.29021 1.08308 0.653235 0.619323 1.78709 1.21359 0.585277 1.37437 1.4901 0.88533 0.578915 0.955498 0.570478 0.740724 0.793035 0.529549 0.42748 0.440358 0.484913 1.3189 0.930842 0.530521 0.849887 0.571394 0.420878
threshold=42.081757894750005 42.027798546600003 86.393602021950016 42.431220712750012 86.474255765850003 86.538778761000017 86.780739992750014 -0.096559999999999993 62.116825104000007 62.186725015400008 -0.11534 43.022303514600004 42.686561923500008 -0.020814999999999997 -0.10040499999999999 0.083905000000000021 0.087795000000000026 62.425997789000007 0.10453000000000003 42.546237522150008 0.079395000000000021 43.084051236300006 43.157831852650006 96.082805124100005 95.988709089550014 96.741477366050006 0.087245000000000031 0.080960000000000018 100.69082235970002 62.245871094250013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -4 -6 -7 -2 -5 -10 -11 12 15 14 -14 20 -17 -18 19 -19 -8 -13 -23 24 29 -25 27 -27 -28 -24
right_child=2 -3 4 8 5 6 11 -9 9 10 -12 21 13 -15 -16 16 17 18 -20 -21 -22 22 23 25 -26 26 28 -29 -30 -31
leaf_value=0.00061085858215333849 -0.0090972297458163844 0.035843081310947829 0.058618195355711215 0.0012166933080436345 -0.14249432981771437 0.068250326910117287 0.0073564205559421923 -0.13519295532492337 -0.16039741794474813 0.048105637861890302 -0.11542014429269064 0.054697784535431115 -0.020313293663117599 0.046419892449649169 -0.14026532116079185 0.056328088906582419 0.023271376042294782 -0.024084748266870716 0.027248646266801346 -0.13232964540756653 -0.072986492497506703 -0.059715393517349426 -0.027202405078964733 -0.13285785216758922 0.15058751691640371 0.0015188121002905075 0.09524333763268128 -0.093763158271797473 -0.023321173615693455 0.021513839801742242
leaf_weight=123.79646827586748 0.6415601149201392 3.3650807754020198 2.351107124995905 17.400954058997744 0.63589876517653365 2.2686589285731307 1.4452774676319706 1.1423872804043664 0.96503538708202485 1.6192441578896255 0.6305698357755315 1.7852261076041056 0.88203778727438553 0.85077315034868561 2.0346943414624548 3.0864458782962156 3.0856815539300442 2.0082954965109825 1.40663550447789 1.020878892712062 1.8973499533240099 1.0396399209857943 2.2222843561321506 0.58297248062444751 0.72874622326344329 5.3861842809455975 1.0154426668304948 1.1330693127420088 0.67776962017160247 8.7797717991088557
leaf_count=2539 15 36 21 421 10 61 32 46 23 81 34 13 26 18 42 37 19 49 26 21 31 31 14 18 3 399 14 70 115 368
internal_value=-1.28038e-05 0.00154321 -0.00289191 -0.0128922 0.00194361 -0.00108657 0.000988319 -0.0898452 -0.00623324 -0.0465574 0.00227322 -0.00272723 -0.0164319 -0.0700255 -0.103991 -0.00195835 0.00947675 -0.00974871 -0.0327185 -0.060565 -0.038248 0.00767143 0.00377858 0.00699451 0.0203034 -0.0107561 -0.00208851 -0.0150415 0.0477836 0.0116737
internal_weight=195.886 127.162 68.7246 22.3998 46.3248 43.9737 43.3378 1.78395 20.6158 3.21485 2.24981 41.0692 17.7181 3.76751 2.91673 13.9506 10.6079 7.52149 4.43581 3.02917 3.34263 23.3511 21.5659 20.5262 11.7308 8.79544 8.21247 6.51925 1.69321 11.0021
internal_count=4633 2575 2058 620 1438 1417 1407 61 559 138 115 1346 301 86 68 215 152 115 96 70 63 1045 1032 1001 385 616 598 469 129 382
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 0 4 2 1 0 2 1 4 2 1 0 3 2 4 4 0 3 4 0 2 3 2 2 0
split_gain=0.0877693 1.07584 1.07958 0.671798 1.12824 1.12797 0.488184 0.529278 0.930994 0.448324 0.404118 0.31473 0.353769 0.292012 0.514888 0.373476 0.362687 0.460801 0.513838 0.494829 0.495003 0.442716 0.401245 0.365284 0.308261 0.461175 0.493913 0.374949 0.494307 0.349966
threshold=75.424692849750016 75.629015667650023 96.978061681550017 76.279622535200005 98.51854819030001 99.403050915200012 96.978061681550017 38.751720283100006 -0.14174999999999999 77.209829048350016 98.51854819030001 -0.057599999999999998 74.927328095600004 38.621016321050007 0.11061500000000003 83.116371560950014 100.35207663525001 0.09721500000000001 -0.078504999999999991 41.243661560350013 41.559097512700014 103.57284947555002 0.087700000000000014 40.722669576350008 104.86330937810001 -0.088880000000000001 0.074735000000000024 -0.15781499999999998 -0.085550000000000001 113.32926403090002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 10 -5 -6 -1 -8 -9 -7 -4 -10 -13 14 15 -11 -15 19 -19 21 -21 22 -18 -23 27 26 -26 -22 -29 -27
right_child=1 2 3 4 5 9 7 8 11 13 -12 12 -14 16 -16 -17 17 18 -20 20 24 23 -24 -25 25 29 -28 28 -30 -31
leaf_value=0.00020994511465842965 0.064100881350792852 -0.11589440759085237 -0.07760050074381708 0.062268517212385993 -0.12856648389039635 -0.10580534591299129 0.0083110942041345198 -0.00013586546012017724 -0.12926996035884999 -0.11042950774314936 -0.0048632323826332587 -0.10768402870396923 0.0017274846307887071 0.045395654835069688 0.021219397923118943 0.015540955317273803 0.010885412524224791 -0.0042623282378458005 -0.11782751138819879 -0.1459775122283358 0.0442599776010313 -0.10292263472903683 0.065379867236317377 0.022162226528987763 0.016425890230049197 0.061516499783776914 -0.10284014778961965 -0.10512438262971727 -0.014140549817855622 -0.018430546231246573
leaf_weight=155.2527329041086 2.789280351571505 0.79410058556459517 1.5606146072968869 3.2899211079347905 0.66680880331114423 0.36894052085699769 2.7189328838940119 2.1417887107199931 1.1330205597332681 0.83467225803906619 1.4960518382140433 0.62022689958394017 0.56449421774595976 2.4397653401829329 1.070147194875062 0.32778193595459015 2.4001570877153453 1.1219660820243005 0.61779838963047851 0.2458581977407438 0.69284837762825224 0.41405631210727722 3.0914963539689779 0.53528348726467812 0.91689999361553176 2.0634733769474978 0.55887561415147502 0.79656530720240049 2.3849908991105599 0.74531845286037413
leaf_count=2663 42 118 19 34 19 35 46 69 29 100 27 41 9 36 92 238 45 42 41 24 31 126 34 39 63 128 169 125 42 107
internal_value=-2.31076e-05 0.00474434 -0.000880443 0.00230851 0.00760239 -0.000464789 -0.00096889 -0.0264642 -0.0476664 0.00348489 -0.042 -0.0915887 -0.0555518 0.00538167 -0.0288321 -0.0749091 0.00939661 0.00410109 -0.0445898 0.00980713 -0.00617511 0.0306623 0.0415628 -0.0323938 -0.00196238 0.0165214 -0.0287401 -0.0224029 -0.0369201 0.0403024
internal_weight=194.655 32.2237 29.4344 28.6403 25.5836 22.2937 162.431 7.17846 4.45953 21.6269 3.05667 2.31774 1.18472 21.258 2.2326 1.16245 19.0254 16.5856 1.73976 14.8458 8.40483 6.44099 5.49165 0.94934 8.15897 4.28457 1.47578 3.8744 3.18156 2.80879
internal_count=4633 1776 1734 1616 1570 1536 2857 194 148 1517 46 79 50 1482 430 338 1052 1016 83 933 689 244 79 165 665 467 232 198 167 235
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=3 3 3 0 0 4 0 1 4 4 4 3 1 1 0 0 2 4 1 1 2 2 1 3 0 3 3 2 3 4
split_gain=0.0920932 0.922654 0.609387 2.0303 1.26367 1.33658 0.732069 1.07646 0.498232 0.445017 0.748725 0.64592 0.737187 0.907126 0.779104 0.641837 0.563028 0.462918 0.969148 1.09819 0.916612 1.00933 1.20475 1.18237 0.900492 0.820962 0.746446 0.704953 0.672472 1.3237
threshold=0.090465000000000031 0.090665000000000009 0.08846500000000003 87.261973998100004 85.799452775150016 41.909642283050012 91.109157582800023 77.852370541550016 41.11191809080001 43.564719632750005 43.067541470150012 0.091510000000000022 65.509659264600018 70.182199495350019 102.21786657775002 88.122280599850015 -0.027754999999999998 39.354247760400007 61.821094709650005 62.678712853250012 -0.59496499999999986 0.059500000000000011 70.077349628250019 0.098085000000000019 96.870523356300012 0.10453000000000003 0.10487000000000003 -0.083834999999999993 0.094780000000000017 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -5 -8 -9 10 11 12 -3 -14 -15 -11 -12 28 -19 26 -21 22 27 -24 -25 -26 -20 -22 29 -13
right_child=1 9 3 6 -6 -7 7 8 -10 15 16 17 13 14 -16 -17 -18 18 19 20 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.00055510187205624407 0.061545545595880241 -0.080996275923817418 0.090420152052913136 0.072509685034139737 -0.12271888124615656 -0.11538063883412393 -0.037422603342178944 0.10361653928626956 -0.0017802898808928485 0.068697996230014366 -0.11945588928382032 -0.017397459677455269 0.054264244844399623 -0.12534993946268755 0.029375806739352181 -0.013435594626002276 -0.01195977545138307 -0.081781049107801818 0.023899913225846961 0.040210849595648218 -0.048191914278313978 0.023888277803169915 -0.070301485102916506 0.060522775730141504 -0.11240407703756566 0.0028678602111422897 -0.0074426251824194619 -0.14081759186783177 0.0045213303132859957 0.082882317380556542
leaf_weight=98.738871428985476 2.5625083271588656 2.0179172566859043 0.70882799068931335 1.3873782232403753 2.5919271111488342 0.56880766279937234 3.9820002603228204 0.98477735962478596 0.82363743079622509 2.2272645217599343 0.91339476714529144 2.1125432241460684 1.4183655260130765 0.77697196789085843 0.55999765694832604 1.6609816797790697 1.0443294793367375 1.4876385101524636 18.737041846849028 2.1733782837400186 1.6725104982033374 2.8664894687362912 3.2246129379636823 1.9503229940310118 0.81259877212505705 2.5778318274096819 12.782147858553797 1.6151694747968601 15.084349213798758 3.4925147487520007
leaf_count=3032 18 29 18 10 29 31 58 47 40 24 40 62 19 13 34 70 14 39 142 33 21 68 105 18 29 57 114 28 362 29
internal_value=-3.15733e-05 0.00246553 -0.00193695 -0.0242104 -0.0825973 -0.00120305 0.00726608 -0.00836622 0.0556138 0.000601276 -0.00105876 0.000527274 -0.0350747 -0.00144319 -0.0605421 0.0336122 -0.0621131 0.00293468 -0.00227976 0.000163211 -0.0204097 -0.0293605 -0.042238 -0.0224862 0.00638345 -0.0247599 0.0111894 -0.093697 0.0155111 0.0450869
internal_weight=193.557 83.7709 109.786 11.0474 3.86956 1.27764 7.17779 5.79042 1.80841 81.2084 77.3201 75.3624 4.77325 2.75534 1.33697 3.88825 1.95772 70.5891 49.8997 48.4121 16.8929 14.7195 11.853 8.56537 5.34075 3.39043 31.5192 3.28768 20.6894 5.60506
internal_count=4633 1368 3265 233 78 49 155 145 87 1350 1256 1202 95 66 47 94 54 1107 654 615 359 326 258 209 104 86 256 49 453 91
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=2 4 2 1 1 0 1 1 1 1 3 3 4 4 2 0 0 1 0 3 2 2 2 3 4 4 0 4 0 0
split_gain=0.0907963 0.441417 0.254602 0.266301 0.104091 0.693121 0.685196 0.592663 1.54134 1.09906 1.09103 0.864409 0.796723 0.885737 0.576709 0.735795 2.09101 0.614355 0.504555 0.473832 0.822131 1.21879 0.901858 0.527146 0.537812 0.525873 0.516086 1.00199 0.471121 0.56664
threshold=-0.63026499999999996 40.574766824850009 -0.59614999999999996 78.27445846800002 64.369753017350021 89.474575039450016 64.108972578700019 66.235542959850008 65.765062787050013 66.859265246100009 0.090465000000000031 0.090465000000000031 43.118479346150004 35.771221912400001 -0.24150999999999997 90.321439350550008 91.886121982450007 67.606656606400023 96.631250582750013 0.092015000000000027 -0.016014999999999998 -0.027754999999999998 1.0000000180025095e-35 0.10307000000000002 39.852039223600009 40.467253020850002 85.662341410450011 42.055256506450007 88.350799540950007 87.261973998100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 19 8 10 11 12 -9 13 -6 18 -16 -17 -18 -11 20 21 28 -22 24 -21 -24 27 -26 29 -4
right_child=2 -3 4 -5 7 -7 -8 9 -10 14 -12 -13 -14 -15 15 16 17 -19 -20 23 22 -23 25 -25 26 -27 -28 -29 -30 -31
leaf_value=0.020345818474750661 0.0094845737783104817 -0.079239421652186504 -0.0080613988040322132 0.078239732384746047 0.0049883677428568477 0.046095637933690536 0.067666791474352228 0.079849554350182358 -0.12608797615021902 -0.11951388798978289 0.028013335060838713 -0.0094063287922472368 0.021424856259697009 -0.10606971909232919 0.063578680503170809 -0.10577148802663519 -0.081419568573197612 0.0012100902660847615 -0.020375938558883391 0.069982778868416168 -0.14017436628555011 0.071734716768485252 0.0092712850149461526 -0.0033185070873228487 -0.12140231008444657 -0.07530371291370902 0.020099471664751151 0.030966277823678001 -0.05126794212650046 0.029169353770807718
leaf_weight=1.0400837660054083 1.7811676577912288 0.77807840007153561 41.081767546603253 0.82390319855403493 1.0637096785940214 3.4400309491902581 1.4904945273519832 2.9656164003536096 1.3263677781214926 0.74188590996345682 3.9910323024960235 1.7110776454210279 1.3450931657134786 2.2104584036424058 1.7134013194154238 1.9165500405069895 0.91183761460706492 68.178156078360644 1.6666540705673467 1.9202728597447301 0.87740790084353593 2.074497561901814 1.8081716764718296 20.706066949875094 0.78251045977231359 1.2389178943285513 14.986472209449856 0.96240115322871134 2.2462125420570365 4.539664893411099
leaf_count=49 39 23 830 46 17 49 31 33 33 68 55 17 88 47 45 65 12 2185 222 29 31 31 28 194 24 150 124 19 16 33
internal_value=-3.04176e-05 -0.0222715 0.000181852 0.0312297 -0.000248607 0.00200194 0.000400461 -0.00271013 -0.0257405 0.000157416 -0.0102826 0.0471932 -0.0433702 -0.0699892 -0.00277053 -0.00117602 -0.00273857 0.000119559 -0.0509127 -0.00067501 -0.00676901 -0.00330588 -0.0508399 0.00766549 0.0198593 -0.0251161 0.0141066 -0.0373638 -0.006558 -0.00435667
internal_weight=192.32 1.81816 190.502 2.60507 187.897 98.1549 94.7149 89.7418 9.93666 79.8052 8.61029 4.67669 4.61926 3.27417 75.1285 72.7199 71.0065 69.09 2.40854 93.2244 53.8666 49.9421 3.9245 39.3577 18.6517 3.04709 16.7314 1.74491 47.8676 45.6214
internal_count=4633 72 4561 85 4476 1589 1540 2887 240 2647 207 50 152 64 2597 2307 2262 2197 290 1509 1119 910 209 390 196 178 167 43 879 863
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=1 1 4 1 3 2 0 1 1 0 4 4 3 2 2 1 0 2 3 3 2 2 3 3 4 1 2 1 2 4
split_gain=0.0938114 0.546402 0.328606 0.441901 0.385842 0.351266 0.349859 0.349996 0.326622 0.396375 0.283486 0.260743 0.151148 0.128153 0.520693 1.43262 0.968748 0.715886 0.608194 1.5268 1.4647 1.29318 1.08199 0.951975 0.854763 0.670917 0.616704 0.632477 0.634441 0.537455
threshold=58.309968391300011 60.87206898960001 48.96897326980001 57.027573863050009 -0.25587999999999994 -0.23371499999999998 74.045513828800011 55.782817748650011 55.887667615750004 71.144667506050013 37.572218886150004 44.952171034750002 0.08574500000000003 -0.06828999999999999 -0.053874999999999999 70.182199495350019 86.393602021950016 -0.057599999999999998 0.084365000000000009 0.075810000000000016 -0.036264999999999999 0.0041150000000000015 0.086375000000000021 0.096480000000000024 36.558960102350007 70.816675614150014 0.26056000000000007 62.046925192600007 -0.036264999999999999 34.823977857500005
decision_type=2 2 2 2 2 2 2 2 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 10 3 4 -1 -4 8 -8 9 11 -2 -6 -5 -3 15 16 -15 -17 19 24 23 -21 25 -20 -16 -22 27 -26 -29 -24
right_child=1 13 5 12 6 -7 7 -9 -10 -11 -12 -13 -14 14 18 17 -18 -19 20 21 22 -23 29 -25 26 -27 -28 28 -30 -31
leaf_value=-0.10382034388460377 -0.013276207102937544 -0.0020019429205876383 -0.073047172388548423 0.094924525939103555 -0.10120094087917149 0.019687942415237275 0.059591915591693925 -0.10610117798642792 0.071094869170393857 -0.10935674251017774 -0.11499157443333048 0.10192275658435444 0.033519927623722044 0.0028063450754528272 0.054190891351474563 -0.11951765486364885 0.07078261019497728 0.0073075940377238628 -0.023408204304748454 0.072337642578078107 -0.12823172779067105 0.0042255994955019381 -0.073118907359690649 -0.12096547132976775 0.029947909796401131 -0.0095383180713723547 0.026812646758985217 -0.012770346620001819 -0.078244569074026285 0.0062253203410658044
leaf_weight=0.30650815877379489 0.48874943470582255 116.92599212761547 0.79906467790715396 0.91426565189613007 0.083759489047224522 0.83558321068994679 0.18990705494070415 0.38783514581155032 1.0962230041623113 0.27457519626477733 0.62362141240737401 0.25741623120848089 0.71387217426672578 3.7128057982772571 1.5531002775505864 0.90895279179676436 4.8158897180110216 0.87210539553779998 2.3700959006673648 5.6428496661392256 1.037175891688096 5.5086502579042644 0.88039218736821823 1.7306084473966619 1.1237230971455554 0.88053398455667764 1.7695435700006781 2.4919318964239192 3.6443358307114995 28.171349723072126
leaf_count=99 40 2736 26 32 80 14 15 50 9 14 67 10 17 36 68 58 44 14 27 61 46 130 51 32 14 52 60 16 145 570
internal_value=-3.08374e-05 -0.000425064 0.0124272 0.0271591 0.00154632 -0.0256437 0.015651 -0.0516369 0.0383588 -0.0199214 -0.0703002 0.0520554 0.0680011 -2.72558e-06 0.00348031 0.0241555 0.0411904 -0.0574169 -0.000272166 0.0128719 -0.00841795 0.0386915 -0.000981461 -0.06458 -0.0143357 -0.0737326 -0.0261224 -0.0390247 -0.0516556 0.00382085
internal_weight=191.011 185.152 5.85901 4.22436 2.59622 1.63465 2.28972 0.577742 1.71197 0.615751 1.11237 0.341176 1.62814 184.04 67.114 10.3098 8.5287 1.78106 56.8043 21.7341 35.0702 11.1515 30.9695 4.1007 10.5826 1.91771 9.02953 7.25999 6.13627 29.0517
internal_count=4633 4267 366 326 277 40 178 65 113 104 107 90 49 4160 1424 152 80 72 1272 494 778 191 719 59 303 98 235 175 161 621
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=1 1 3 0 3 3 4 3 1 4 3 1 1 4 0 3 3 2 3 2 2 3 0 3 1 4 4 1 2 4
split_gain=0.0934254 1.25612 0.879794 0.38175 0.796311 1.24287 1.32954 0.951394 0.416086 0.813246 0.473497 0.580286 0.254034 0.39834 0.241987 0.237459 1.04596 0.894541 0.72555 0.602203 1.69882 1.27062 1.18787 0.95064 1.10657 0.927885 1.10139 1.13068 0.928476 0.782266
threshold=74.757955233350017 73.007768990450018 -0.17949499999999999 97.886760529650019 0.082535000000000011 -0.10696499999999999 40.00488309970001 0.08919500000000001 78.196493182200015 39.955516828000007 0.091705000000000023 76.279622535200005 78.290589216800015 36.772607578000013 97.139369169350019 0.090465000000000031 0.089505000000000015 -0.14510999999999999 0.090665000000000009 -0.083330000000000001 -0.076544999999999988 0.092185000000000031 86.420486603250012 0.094780000000000017 62.00390986255001 35.374259656300005 39.571921479100006 63.452988794850008 0.075080000000000022 36.558960102350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 4 5 -2 -7 -6 9 -5 11 -11 -10 -14 -9 16 -1 -18 -17 23 22 -22 -21 24 -20 -23 -27 -28 -29 -25
right_child=3 2 -4 8 7 6 -8 14 12 10 -12 -13 13 -15 -16 18 17 -19 19 20 21 25 -24 29 -26 26 27 28 -30 -31
leaf_value=-0.0018282353092261502 0.06968147630600173 0.043344956737923004 -0.11752238934782772 -0.098973242186500152 0.088570852203211259 -0.00069780797007684052 -0.13119306880451859 0.046029205406677182 0.087553772629970814 -0.029823420542759743 -0.049412915783541206 0.061076730869451673 -0.10254186725293796 0.00464719052278466 -0.00079903326161339598 0.057272550502124077 0.021351705927464822 -0.11403833497952197 -0.025781324673386164 0.0021242868329861891 -0.066287418541504967 -0.071707445682540449 -0.12312539699844241 0.046113045759401679 0.053387979783813315 0.040447538487558235 0.0054126140148011226 -0.12767279276599749 0.012341888315084247 -0.0089995987184151791
leaf_weight=79.720441075090093 1.3189920971635727 0.43954311301058635 1.500791873579145 1.2162930901540701 2.5545403734431602 2.3444597201887505 1.1705729535678981 1.6071325506782157 0.35928351682378235 1.3307509899022991 1.6417685190681366 1.4870543264551086 0.35314886737592388 18.982625249436751 3.5214526747586206 2.4880549212684846 0.71567262941971455 1.5340695428603783 2.2367183872265768 1.2163941310718649 2.6273794027511057 1.4495091206626991 2.0058514704578556 3.0491914805024889 8.3801113429944944 8.4694597279885802 17.428633377858208 1.2338602567324408 0.76866083632921789 16.576283719507046
leaf_count=1792 27 20 83 102 42 15 78 18 7 24 41 17 281 1156 51 16 15 43 23 15 51 19 44 45 75 94 176 42 23 198
internal_value=-2.8963e-05 -0.00113743 -0.0810812 0.00441335 0.018704 -0.0130942 -0.0441552 0.0387107 -0.0026372 -0.0264925 -0.00672434 0.0181478 0.00423761 0.00268949 0.0138754 -0.000102626 -0.00372586 -0.070969 0.00426948 0.00225434 -0.00663728 0.000336387 -0.0758438 0.0126035 0.0367089 0.00630045 0.0103532 -0.00276408 -0.0739286 -0.000436799
internal_weight=189.729 151.841 1.94033 37.8881 12.5172 4.83402 3.51503 7.68313 25.3709 5.67587 4.45957 2.81781 19.6951 19.3358 5.12859 149.9 81.9702 2.24974 67.9301 65.4421 35.1997 31.9775 3.22225 30.2423 10.6168 29.3501 27.9006 19.4312 2.00252 19.6255
internal_count=4633 2774 103 1859 231 120 93 111 1628 184 82 41 1444 1437 69 2671 1850 58 821 805 464 405 59 341 98 354 335 241 65 243
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=1 1 2 0 4 0 3 2 3 3 4 4 2 2 1 4 2 1 0 1 1 2 2 2 2 4 4 3 1 3
split_gain=0.0831861 0.491515 0.291176 0.650589 0.540335 0.298491 0.325166 0.672183 0.298987 0.646505 0.257787 0.134131 0.124179 0.584698 1.05672 0.705758 0.573075 0.539698 0.468975 1.01833 0.837142 0.615303 0.459224 0.701279 0.55533 1.027 1.74247 0.922657 0.630351 0.553042
threshold=58.309968391300011 60.87206898960001 -0.23557500000000001 76.535026057600007 38.804629908750009 74.045513828800011 -0.25098999999999999 -0.23353499999999996 -0.15544999999999998 0.070640000000000022 37.572218886150004 35.887362732750006 -0.064729999999999996 -0.053874999999999999 70.182199495350019 40.722669576350008 -0.057599999999999998 61.740440965750004 87.345316200150009 62.132955852800002 62.116825104000007 -0.043559999999999995 -0.075639999999999999 -0.079369999999999996 -0.082654999999999992 42.876019054300009 41.184662530950007 0.084805000000000019 62.009286778800011 0.091290000000000024
decision_type=2 2 2 2 2 2 2 2 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 10 4 5 -1 6 7 -4 -8 -10 -2 -7 22 14 15 -14 -16 -15 19 21 -20 -19 23 24 -3 26 -26 -27 -28 -25
right_child=1 12 3 -5 -6 11 8 -9 9 -11 -12 -13 13 17 16 -17 -18 18 20 -21 -22 -23 -24 29 25 27 28 -29 -30 -31
leaf_value=0.075857602616700798 -0.014528540360525697 0.0001684873155961825 -0.11207171619877648 0.083345188358415881 -0.111812809326058 0.0035632009695343693 0.06755497039331218 0.044219130721622403 -0.10376953186889698 0.070918150415161918 -0.11386365000347028 -0.1052361083926342 0.078191327570134292 0.075867553280061117 -0.11697325964280765 0.012632097215524203 0.0072357180636305057 -0.068276700021480813 0.10389561040051989 -0.088603361518865859 0.0022065858749524595 0.0005014884598560968 -0.020618537282419067 0.046935710976453333 0.01929590525338425 0.071573650521841697 -0.041849465836830135 -0.040129289301741949 -0.13199978541617116 -0.011399876944374946
leaf_weight=0.23080977011704806 0.48062285368996416 90.023238390652978 0.54181104149029125 1.2343192750122396 0.45753142094326904 0.1661912363488226 1.1737099097663306 0.5591923222600601 0.39585729410100556 0.45579828074551187 0.57237081663333811 0.35612812568433583 3.3471356034278852 0.91982943937182327 0.65646804831339978 3.2234240547986701 0.85556435683247378 1.4607991157099594 0.82675332576036353 1.7290422141377337 38.937061583326795 11.870624681410844 11.827188662957267 5.3570989195141001 2.0554527419444621 1.6100294583011421 1.2455437965691092 1.3675338761531746 2.0557842267298838 2.3328338625078686
leaf_count=10 40 2306 23 22 65 13 30 73 61 15 67 54 33 7 40 34 14 16 20 71 1015 143 145 122 39 21 16 35 55 28
internal_value=-3.25871e-05 -0.000399545 0.0120046 0.0205879 -0.0488845 -0.000642334 0.0110485 -0.0326926 0.0348265 -0.0102783 -0.0685237 -0.0706184 -4.7534e-06 0.00354791 0.0286835 0.0460289 -0.0466912 -9.66074e-05 -0.00137112 -0.0163995 0.00432086 -0.00703492 -0.00192845 0.000156005 -0.0021178 -0.026813 -0.0529845 0.0202708 -0.0979874 0.0292389
internal_weight=188.326 182.754 5.57135 4.88301 0.688341 3.64869 3.12637 1.101 2.02537 0.851656 1.05299 0.522319 181.701 63.8267 8.08259 6.57056 1.51203 55.7441 54.8243 15.0605 39.7638 13.3314 117.875 106.048 98.3576 8.33434 5.35678 2.97756 3.30133 7.68993
internal_count=4633 4267 366 291 75 269 202 96 106 76 107 67 4160 1393 121 67 54 1272 1265 230 1035 159 2767 2622 2472 166 110 56 71 150
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 0 1 0 2 1 2 0 2 2 3 0 4 4 2 1 4 4 4 4 0 4 1 2 0 4
split_gain=0.0846558 0.434738 0.368893 0.414398 0.40986 0.292652 0.76498 0.472484 0.267287 0.369884 0.215623 0.505822 0.383844 0.350881 0.400966 0.266693 0.178232 0.247629 0.298442 0.208451 0.255763 0.335835 0.179666 0.523385 0.680365 0.519972 0.421297 0.389053 0.689137 0.320071
threshold=-0.23921499999999998 -0.225495 -0.24665999999999999 -0.040509999999999997 71.249517373150013 99.755238930300024 73.448676123850007 93.047535894850014 -0.16262999999999997 85.213368902700012 -0.07490999999999999 86.135510041400025 -0.11051999999999999 -0.23353499999999996 -0.54009999999999991 86.474255765850003 32.724174661450007 34.424709467050008 0.12419000000000002 55.976386734050003 30.518512326550006 29.850823923150003 37.041406607950009 37.765550062200006 93.972365491700018 36.859113051050009 69.633754036750005 -0.043559999999999995 96.631250582750013 38.060777288450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 7 10 9 -7 12 -12 13 14 -6 -15 19 18 -18 -3 21 -21 25 24 -24 26 -19 28 -28 -25
right_child=1 16 3 -5 5 8 -8 -9 -10 -11 11 -13 -14 15 -16 -17 17 22 -20 20 -22 -23 23 29 -26 -27 27 -29 -30 -31
leaf_value=-0.11198370782683315 0.05145618272120072 0.10308530078631778 -0.093008716624560978 0.0048601434554248722 0.023092247665487484 -0.10612814752007212 0.089773657875792903 -0.06558784966921348 -0.10620727657437537 0.084372066322766059 -0.010654341461709274 0.067002186492167173 -0.047605329948316108 0.051307057734996879 -0.1102202565167517 -0.0043016410564731154 0.057697773145657598 0.011897559067506773 -0.033785808087230071 -0.10423967031747582 -0.11464438104774276 0.089929749897123074 0.068994774853721644 -0.036113458812464978 -0.0077060201205265758 -0.065368031946815772 -0.12280882495191621 0.0078083010697148477 -0.0042566706954456175 0.00035502644911726116
leaf_weight=0.3266381030393849 1.6635528992992465 0.085351422429083779 0.99152350114309229 0.76755939894428482 0.43324687646235716 0.17625658114411635 0.99067530594766218 1.0561358223785635 0.46425415746216536 0.24167929428585921 1.8174550062394703 1.557618200778961 1.6425515655428169 1.7345927364585807 0.4707663913795842 1.7152515705674884 1.4841015652382328 6.2150769431464123 0.46937319461721916 0.16522719603995029 0.41858084210434754 0.19327363919546769 2.5203980689402661 2.4458783499067058 2.1371058555469062 1.5866476733499428 0.93702668300829728 1.4282239899839635 1.028546324995659 149.99576145697392
leaf_count=103 36 1 48 26 15 18 32 28 87 29 32 19 18 29 40 13 79 112 13 84 50 13 36 61 70 34 30 43 94 3340
internal_value=-3.13454e-05 0.000582353 -0.00740169 -0.0503046 -0.00142489 0.00151098 0.0057984 -0.00217967 -0.0539815 0.00403219 0.00496623 0.0251847 -0.00641369 0.00912641 -0.0463305 0.0236586 8.77532e-05 0.000317461 0.0357165 -0.0452576 -0.061551 0.000440227 -9.34317e-05 0.000778802 0.0338004 -0.0123329 -0.00357556 -0.0319116 -0.0607728 -0.000230099
internal_weight=187.16 172.774 14.3862 1.75908 12.6271 12.3005 11.4183 10.4276 0.88219 0.417936 9.37148 3.37507 5.99641 4.35386 0.904013 3.44984 171.111 170.248 1.95347 0.862433 0.777082 0.358501 168.295 157.099 4.6575 11.1955 9.60887 3.3938 1.96557 152.442
internal_count=4633 4096 537 74 463 360 226 194 134 47 166 51 115 97 55 42 4060 3912 92 148 147 97 3820 3507 106 313 279 167 124 3401
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=1 1 3 0 3 1 3 3 1 4 3 1 3 0 0 1 1 3 3 3 3 0 2 3 4 0 3 3 1 2
split_gain=0.0765912 1.1535 0.957859 0.307956 0.690203 1.15235 1.29188 0.849308 0.349759 0.724538 0.393162 0.471423 0.224808 0.218842 0.548401 0.391242 0.958965 0.523487 0.256817 0.207382 0.907172 1.05181 0.882005 0.771858 0.840235 1.49164 0.603515 0.593349 0.578235 0.492514
threshold=74.757955233350017 73.007768990450018 -0.20885999999999996 97.886760529650019 0.082535000000000011 75.085947125300024 -0.225495 0.08919500000000001 78.196493182200015 39.955516828000007 0.091705000000000023 76.279622535200005 -0.089139999999999997 99.524031531050014 100.69082235970002 78.962703749400006 79.941302508900023 0.089965000000000031 0.10526500000000003 0.090465000000000031 0.08759500000000002 85.799452775150016 -0.086800000000000002 0.087795000000000026 41.972095654800007 87.028078140750011 0.087475000000000011 0.090665000000000009 61.928633034850002 -0.083834999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 -3 4 5 -2 -7 -6 9 -5 11 -11 -8 -10 -15 17 -17 -16 -18 20 26 22 28 -23 25 -25 -1 -21 -22 -29
right_child=3 2 -4 8 7 6 12 -9 13 10 -12 -13 -14 14 15 16 18 -19 -20 27 21 23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=1.9720677695063574e-05 0.043027093504587867 0.075513674970615008 -0.11521922703333731 -0.096267840868703478 0.084866514274189453 0.069687590703299065 -0.057369463601881381 0.012735286417554835 -0.041850028530860672 -0.026192996204472175 -0.045366387399838427 0.056467284686929659 -0.12557827197574153 0.047904192038130039 0.080121317151897242 -0.12264598958572555 0.0015473775769281181 -0.021356960806501374 -0.083448908361302046 0.052685026835461571 0.051870322318907182 -0.1064156874505984 0.09825989526879797 -0.13796548460231792 0.0018214335691535627 -0.023566821729252514 0.065881300882917201 0.012108033194311679 -0.115141429917796 -0.0055242762854403344
leaf_weight=65.094208633581729 2.036639659010687 0.32100686166086245 1.464649363304487 1.1220817829744216 2.4030691002844833 0.61034039512742344 0.83752725349040713 5.0897885526064783 0.98888806266041029 1.3293494225072211 1.617431776365265 1.4344439120031891 1.142171793904708 2.7195610166527358 1.2638530531985446 0.68040473578002902 12.595501119298657 0.85038868518313382 0.36581131682419332 2.4178332617739207 0.38960397662594903 1.4262372311204661 1.145272672678401 1.5520354108884911 5.0228059021756053 4.2909912979230285 1.4216973483562458 28.26014364985167 0.44304788862064015 36.049983387085376
leaf_count=1584 12 13 90 102 42 20 9 69 19 24 41 17 79 39 46 37 1195 25 83 16 20 55 21 24 61 54 9 332 22 473
internal_value=-2.99077e-05 -0.00104024 -0.0809312 0.00403732 0.0171164 -0.0132528 -0.0575077 0.0358688 -0.00231139 -0.0245703 -0.00620774 0.0167087 -0.096722 0.00398203 0.00643515 -0.000722623 -0.00692622 0.0393048 -0.0008515 -7.31612e-05 -0.00348081 -0.0263593 0.0413211 -0.0372498 -0.0281712 -0.0539536 0.00142743 0.0040524 -0.0369954 0.00222398
internal_weight=186.387 149.3 1.78566 37.0873 12.1195 4.62668 2.59004 7.49286 24.9677 5.50331 4.38123 2.76379 1.9797 19.4644 18.4755 15.756 13.6417 2.11424 12.9613 147.514 80.7859 14.27 1.97792 12.2921 10.8658 5.84303 66.5159 66.728 0.832652 64.3101
internal_count=4633 2774 103 1859 231 120 108 111 1628 184 82 41 88 1444 1425 1386 1315 71 1278 2671 1850 257 63 194 139 78 1593 821 42 805
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=0
split_feature=4 3 3 1 1 0 4 2 4 3 0 1 0 1 2 2 1 3 0 2 2 4 0 4 4 1 3 3 3 3
split_gain=0.0854349 0.346325 0.77245 0.345744 0.800615 0.425952 1.86843 1.26765 0.829164 0.980479 0.735962 1.08198 0.738987 0.640571 0.615786 1.93908 0.491473 1.19518 0.568943 0.484504 0.474175 0.399741 0.913864 0.453754 0.71156 1.04458 0.778605 0.882075 0.483855 0.515708
threshold=42.154118731400011 -0.25420999999999999 -0.55393499999999996 61.987779113750001 62.00390986255001 86.420486603250012 40.300545846000013 -0.09715 41.542492784600007 0.092015000000000027 87.028078140750011 64.369753017350021 88.350799540950007 62.907231794400012 -0.082484999999999989 -0.066979999999999998 66.235542959850008 0.090465000000000031 90.767723400200012 -0.11692 -0.040509999999999997 41.600558339100012 85.769879735700016 41.319407281650008 40.621691032550004 61.923256118600001 0.093325000000000033 0.10249000000000003 0.082855000000000026 0.092185000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 21 -5 6 7 -6 9 -8 14 12 19 -14 -7 -16 17 20 -18 -12 -13 23 -23 24 26 -26 28 -28 -1 -30
right_child=1 -3 -4 4 5 10 8 -9 -10 -11 11 16 13 -15 15 -17 18 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0019370794099611963 0.028818481212900478 -0.0017007507793457646 -0.098691425209847819 0.043610257798537139 0.016516744200282631 -0.0067325152626897646 -0.020484641616666101 -0.096439079432846408 0.07398676389985849 0.049184655827989643 0.054457190773688449 -0.11010154200724727 0.016001170347752287 0.10311219866586502 -0.13586526438589183 0.010345456329277055 0.039596345397039774 0.0084577092331682823 -0.0014984902646711178 -0.014588572574777761 -0.03097554712681945 -0.0061549583842988439 -0.12870272432801991 0.027807018711156341 -0.01072375530072299 -0.13243840622583483 0.074691538292071466 -0.0031472080667366564 -0.10346876212730377 -0.0097195710215266934
leaf_weight=2.7184834756794825 0.82550484652892908 61.126494744723459 1.119255174337012 4.8461708970135069 1.8973809040862764 5.5628427658230066 3.6421610873658192 2.0856443892698762 3.9423893496132214 4.5355028100311756 1.5669293627142904 1.6627966032829138 1.3479634001851084 2.2585647143423557 1.7402822989970448 1.8945073401555399 3.6030268406029782 4.1276253592222929 51.856528499251681 2.8921100944280607 1.3908505085855711 1.9055524096293077 0.89400301035493601 3.477259747858624 1.913501045899465 1.1165381174068896 2.1002965921070427 4.7446237453259528 1.3779896664200353 1.0219222009181974
leaf_count=175 37 1892 95 40 40 27 41 40 59 28 24 24 12 41 25 15 41 42 1535 34 21 48 13 37 41 70 29 52 50 5
internal_value=-3.37539e-05 -0.00302249 -0.0445665 0.00150979 0.00395333 0.00195155 0.016789 -0.0426307 0.0363161 0.0181554 -0.00103864 0.00242277 0.0368968 0.0705539 -0.027648 -0.059658 -0.00201607 -0.0266316 0.00117131 0.00967446 -0.0740619 -0.0100763 -0.0452891 -0.00473918 -0.0122873 -0.0555743 -0.00132366 0.0207368 -0.0308256 -0.0635488
internal_weight=185.195 63.0713 1.94476 122.123 100.853 96.0071 16.1031 3.98303 12.1201 8.17766 79.904 70.7064 8.06557 3.60653 9.19763 3.63479 62.6408 7.18127 55.4596 4.45904 3.05365 21.2702 2.79956 18.4706 14.9934 3.03004 11.9633 6.84492 5.1184 2.39991
internal_count=4633 2024 132 2609 2089 2049 208 80 128 69 1841 1774 111 53 67 40 1663 87 1576 58 45 520 61 459 422 111 311 81 230 55
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=0
split_feature=4 4 1 3 3 4 1 2 1 3 0 4 3 1 2 0 1 4 2 4 2 2 1 1 1 1 3 0 2 4
split_gain=0.0839548 0.449034 0.387697 0.316288 0.771836 0.299837 0.396956 0.280084 0.269735 0.241364 0.331791 0.342244 0.196753 0.496022 0.175209 0.510287 0.129112 0.459081 0.508692 0.533014 0.449969 0.327293 0.366044 0.34915 0.227673 0.840343 0.669081 0.47426 0.502173 0.498917
threshold=47.927946529500012 45.921757303800007 67.254468591300011 -0.25098999999999999 -0.49124499999999999 48.914776625700007 70.182199495350019 -0.088274999999999992 90.679004281900021 -0.25215499999999996 97.32487278035002 47.309807198350008 -0.24212500000000001 64.730006406800015 -0.15781499999999998 105.7585659356 81.339300736700025 44.749265482150008 -0.085550000000000001 42.431220712750012 0.20852500000000004 -0.61402999999999996 82.49264927465002 88.512107028750009 74.757955233350017 73.007768990450018 -0.029845 103.57284947555002 -0.0057149999999999996 43.067541470150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -3 4 -2 6 -5 -8 12 -4 -11 -12 -7 -14 -15 -16 24 18 19 21 -20 -18 -23 -24 25 -1 -27 29 -29 -26
right_child=3 2 9 5 -6 8 7 -9 -10 10 11 -13 13 14 15 -17 17 -19 20 -21 -22 22 23 -25 27 26 -28 28 -30 -31
leaf_value=-0.00030839942506811005 0.041739418709390179 -0.12252891864710447 0.067487926526812 0.077361783637418802 -0.11188519118344264 0.089041824967238267 -0.04090443146415669 0.043417938277163469 -0.10235983489248549 -0.10576897876272212 -0.074630231560868593 0.067304218197018817 -0.070893428137287773 0.046807930632923933 -0.10512194037818473 0.058165147099534721 -0.10371651842449542 0.07097685904656216 -0.10840902717896789 -0.076019456525932005 -0.019440928705597087 -0.10403922108067241 0.073568208761215198 -0.10203123180452066 0.0069072648368401412 0.038304227242150629 -0.11645840095694525 -0.10890735044354601 0.036146350320446878 0.053106945508748664
leaf_weight=139.51485839848328 0.65726117184385657 0.51761923496815043 0.25144962038029905 1.5505815354990766 0.65093718100979436 0.26286087557673488 0.70290435387869366 0.89610055729281135 0.24676137587994151 0.46603065019735346 0.30841047338981298 0.37823950652818894 0.75246304710162881 1.2763402889831932 0.34076437891417222 0.43659406769438647 0.16111992025616917 0.5528180589317343 1.0259152294288463 0.59677827451378096 1.2749527221917558 0.14959736934542922 1.4357723537032141 0.12292551978885047 24.279254493063497 0.37635624708491366 1.0837793154641975 0.67211552517983364 0.37008672054798697 2.5865115506749126
leaf_count=2439 12 36 9 23 30 3 28 20 73 44 44 29 32 55 162 23 37 12 299 112 130 25 99 211 402 18 52 63 25 86
internal_value=-2.92449e-05 -0.000478129 -0.048552 0.0101411 -0.0347016 0.0192145 0.0413104 0.00635078 -0.00177392 -0.0212811 -0.0406454 0.00355402 0.00631358 -0.0014358 0.0240131 -0.0134137 5.22059e-05 -0.0152868 -0.0252905 0.00626204 -0.0591102 0.032529 0.0453791 0.0597197 0.000535391 -0.00109825 -0.0765677 0.0087876 -0.0573987 0.0113552
internal_weight=183.898 176.125 1.92175 7.77357 1.3082 6.46537 3.14959 1.599 3.31578 1.40413 1.15268 0.68665 3.06902 2.80616 2.0537 0.777358 174.203 5.31988 4.76706 2.46619 2.30087 1.86942 1.7083 1.5587 168.883 140.975 1.46014 27.908 1.0422 26.8658
internal_count=4633 4172 162 461 42 419 71 48 348 126 117 73 275 272 240 185 4010 925 913 484 429 372 335 310 3085 2509 70 576 88 488
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=0
split_feature=0 2 1 0 4 4 0 3 3 1 2 4 1 3 0 3 0 2 1 0 1 2 1 3 0 0 0 3 2 3
split_gain=0.0874936 0.220903 0.117489 0.315664 0.495438 0.221919 0.233059 0.393432 0.224576 0.175914 0.283229 0.141979 0.140364 0.416865 0.127351 0.219649 0.272501 0.143725 0.406332 0.430555 1.05584 0.955993 1.14391 2.19227 0.757981 0.602555 0.879592 0.493408 0.912339 0.885289
threshold=71.096275259750016 0.11061500000000003 58.309968391300011 81.90387694410002 50.189067467950004 42.055256506450007 71.340924949550015 -0.53179999999999994 -0.23921499999999998 57.492677119650004 -0.16262999999999997 35.119813570500007 60.87206898960001 0.099855000000000027 83.933662832600007 0.096715000000000009 82.605564516150011 -0.06828999999999999 61.740440965750004 85.968825637350008 61.987779113750001 -0.054875 62.084563606450011 0.087475000000000011 85.683849075550015 86.036037090600004 86.103248543850015 0.08326500000000002 -0.047144999999999999 0.075810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 9 8 -8 -7 10 -2 -12 13 -5 15 16 -14 -16 -19 20 24 22 -21 -24 -20 -23 -27 29 -29 -28
right_child=2 -3 3 12 -6 6 7 -9 -10 -11 11 -13 14 -15 17 -17 -18 18 19 21 -22 25 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.10900354898668491 0.069323986465455872 0.072934907379852351 -0.10168497806130267 -0.11675804630410568 0.10533455616107641 -0.016849106725925794 0.049839678606980992 -0.084326184078441169 0.047723283993468001 0.082050464147359087 0.035314772216096711 -0.1021900749044113 -0.10765222328966291 0.043226991320227594 -0.0022459388098283206 0.099961636935389314 0.054289330540292814 0.071650132673738612 -0.010687152426882502 0.11041021627370161 0.011173032553491322 0.08575562236318901 -0.090388346084602902 0.059934309668586067 -0.11336966563540425 -0.13531111579266014 -0.0073711614275198574 -0.082621647172353027 -0.003118164249940044 0.035859889564680579
leaf_weight=0.21632351547486806 0.40506843943148851 0.096507017500698566 0.63485240519548725 0.36872556031448667 0.14133928716182709 0.96954978897701982 0.32782778440741833 0.65579826453176771 1.2117635509930553 0.74296166934072971 0.11418478190898784 0.21932746990933083 0.16617109804064867 0.29172556661069393 111.87749204826468 0.34548888576682657 0.27731827180832624 0.86803949996828933 1.3139352706202765 1.769646931439637 4.3073271628236398 0.82474401593208213 1.3699554326885843 3.3244531718264625 1.5874234216753391 0.47879936336539586 9.8363732328853093 1.5231139900861261 27.57588470377187 9.1369775939742777
leaf_count=186 7 2 229 36 1 16 13 50 34 12 3 52 69 8 2516 8 13 7 25 14 57 4 31 72 25 8 284 24 680 147
internal_value=-3.633e-05 -0.0528762 5.41625e-05 -0.000355568 -0.0639881 0.0157521 0.000799748 -0.0396107 0.0190222 0.047694 0.0131337 -0.0551125 -7.69059e-05 -0.0460916 9.5197e-05 0.0401816 -0.00638857 -8.47138e-05 0.00369822 0.00276267 -0.020237 0.00573182 0.0418944 0.0160661 -0.0668679 0.000997587 -0.000442208 0.000901083 -0.00727957 0.0134476
internal_weight=182.979 0.312831 182.666 178.02 0.776192 4.64648 3.16494 0.983626 2.18131 1.48154 0.738581 0.333512 177.244 0.660451 176.583 0.788978 0.443489 175.794 63.9167 63.0486 7.20869 55.8399 6.46406 4.69441 2.90136 49.3759 48.5511 48.0723 29.099 18.9734
internal_count=4633 188 4445 4258 230 187 113 63 50 74 62 55 4028 44 3984 90 82 3894 1378 1371 107 1264 117 103 50 1147 1143 1135 704 431
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=0
split_feature=4 4 1 2 3 1 2 4 4 2 2 1 1 1 0 4 4 2 0 2 0 0 0 1 4 0 1 4 4 0
split_gain=0.0749262 0.316529 1.51299 0.857213 0.716949 0.299731 0.669209 0.78603 0.931175 0.967901 0.734025 0.476172 0.658079 1.89163 1.24428 0.784896 0.983661 0.748124 0.685005 0.970332 0.837381 1.01215 0.729556 0.635279 0.616865 0.585969 0.665676 0.481572 0.467539 0.453834
threshold=42.154118731400011 42.431220712750012 70.940344688150006 -0.02903 0.087475000000000011 62.068432857650002 -0.057599999999999998 43.067541470150012 43.182896969600009 -0.088274999999999992 -0.102645 62.095317438950012 62.132955852800002 62.154463517850012 86.681267041950008 43.157831852650006 43.663128814500006 -0.089569999999999997 89.057864029250013 -0.08158 94.300357383600002 97.491557184450016 97.886760529650019 62.245871094250013 43.813842866750008 91.437149474700007 68.846035804500005 42.580420142950011 44.131787411600008 86.208098410950015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 29 -9 10 -10 -7 14 -14 -13 18 17 -17 19 -15 -20 -22 -23 -18 -25 28 -27 -24 -26 -3
right_child=1 5 -4 -5 -6 11 -8 8 9 -11 -12 12 13 15 -16 16 23 -19 20 -21 21 22 27 24 25 26 -28 -29 -30 -31
leaf_value=0.0014320137733920839 -0.14656070485335321 0.020491162940626043 0.033773616617377614 0.015460151686434796 -0.048512703361518472 -0.045878734648366531 -0.067425958098014604 -0.075995237199925347 0.0025171050058196676 0.046668660172160426 -0.085378062971995461 -0.026904778320002216 -0.27888582079882662 -0.11765050420026012 0.10687808390026428 0.078589760931957436 -0.12776790223045445 0.006291306982801584 0.032564749938217036 -0.013082192508494706 -0.093667691804515757 0.076368487655262884 0.0078662819432690385 -0.075817121317424269 0.10530236106184626 -0.10761253119943899 -0.00078192943977717973 -0.080150836887276533 0.016027724209205278 0.073274803546615433
leaf_weight=119.97502159833948 1.2410214851552157 4.1499471763381797 2.8225512505487131 1.0887802557263047 1.8688431077171115 2.7092184584762427 1.0503143656424061 1.4756566230207671 3.8675938210763001 3.9757717112079218 1.2595504242926838 1.3081018428783857 0.25285785458982246 1.6371212215744892 1.4837922155857084 2.9095267165466794 0.41899281926453014 2.8169668305090481 3.0997459643476741 1.937767401686872 1.8044462614634538 0.89638942480087314 1.5073930962025772 1.056486538320313 0.87043308706779443 0.62664508356829074 8.4271126217281545 1.0578698261997486 1.7991769222389846 2.681402400135994
leaf_count=2609 23 52 54 35 30 37 121 37 154 25 15 25 7 27 59 53 7 59 33 27 42 5 30 19 13 47 770 80 120 18
internal_value=-2.74572e-05 -0.00284704 -0.0228433 -0.0609042 -0.0876397 -0.000298075 0.0100918 0.0147683 -0.00230672 0.00963879 -0.0190755 -0.00553561 -0.0023125 -0.0064851 0.044196 -0.00425357 0.008413 0.0430248 -0.0243293 -0.0609693 -0.00867235 -0.0329454 -0.00129293 -0.0066038 -0.00263138 0.00396397 -0.00817608 -0.0284304 0.0451359 0.0412095
internal_weight=182.076 62.1015 7.0212 4.19864 3.10986 55.0803 18.4602 17.4099 10.5786 9.10292 5.12714 36.62 33.9108 31.1189 2.79189 30.8661 18.9253 5.72649 11.9407 3.57489 8.36584 5.2661 3.46165 13.1988 12.7799 11.7234 9.05376 2.56526 2.66961 6.83135
internal_count=4633 2024 142 88 53 1882 422 301 231 194 169 1460 1423 1339 84 1332 1088 112 244 54 190 157 115 976 969 950 817 110 133 70
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=0
split_feature=2 2 2 1 4 1 3 2 4 4 1 4 1 4 2 3 2 2 1 0 3 2 4 2 4 3 0 2 4 2
split_gain=0.073853 0.189416 0.212901 0.218704 0.297163 0.174702 0.287084 0.127355 0.555289 0.475996 0.324089 0.361174 0.355485 0.523307 0.110061 0.535694 0.534825 0.727017 0.506141 1.02454 0.571928 0.639436 0.348435 0.55416 0.454888 0.3242 0.664483 0.297427 0.657847 0.385477
threshold=-0.69416999999999995 -0.63026499999999996 -0.59238000000000002 78.27445846800002 42.844429421150004 62.079186690200011 0.09721500000000001 -0.27494999999999997 41.559097512700014 49.292797572200008 67.923894665750012 39.571921479100006 71.104340634100012 40.00488309970001 -0.16164499999999998 0.089505000000000015 -0.26416999999999996 -0.24150999999999997 72.04530097975001 93.72771580185001 -0.20885999999999996 -0.21563499999999999 40.767054867700004 -0.23265499999999997 42.580420142950011 0.093745000000000023 87.727077254650013 -0.15022499999999997 43.219899330700009 -0.14831999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2 -7 8 10 -10 11 -4 -12 -14 15 16 -9 -18 19 22 -20 -22 23 -19 -24 -17 -27 28 -16 -29
right_child=1 2 7 -5 -6 6 -8 14 9 -11 12 -13 13 -15 27 25 17 18 20 -21 21 -23 24 -25 -26 26 -28 29 -30 -31
leaf_value=0.040050703416577571 0.0015917134505778288 -0.02020710407216186 -0.021793476548408568 0.07366610893291281 0.058877781894090833 -0.12877626546211815 0.0017525095423081918 0.099239102773638593 -0.13750436321631532 0.074569351592161257 -0.13860671769222693 0.074782594117693377 0.046469578642483023 -0.10594524359326916 -0.12183829284116537 0.085851180652160297 -0.081344488086559752 0.059050168378830516 0.085213228209376379 -0.12666899067882531 -0.10520246292911697 0.070659151739443024 0.078426564397326731 -0.1148270639421573 -0.00045198028934356478 0.077581936668707885 -0.061792710575437261 0.063080313855643846 0.0045387841841774725 -0.00056671974349895092
leaf_weight=0.4586996005527898 0.58534371072891989 1.2257057821625492 0.7070452290063256 0.75317381242530235 0.77588536054827262 0.39247803207399556 0.29526031450950541 0.50788939630729046 0.57521711369554385 0.12969857262214646 0.27094390806450952 0.85612345288973302 0.61801907333074269 0.35447690535875154 0.64598573899001976 1.2592840922297903 1.1369929405227583 0.27277040231637917 1.3633339344087292 0.67607694159960363 0.42754468757266306 0.40036584636618477 0.86190784635255102 0.5587801678043447 4.8180559330066899 0.77109665423631646 0.61481080050543824 0.95739437860902299 1.1366605947805508 156.52736232460302
leaf_count=19 5 37 22 68 15 36 12 13 102 6 8 27 88 49 80 13 162 30 26 24 36 38 12 141 135 13 33 34 226 3123
internal_value=-2.38605e-05 -0.000125715 0.000147343 0.027733 0.0104489 -0.0385621 -0.0727376 -0.000283333 -0.019137 -0.0984846 0.000792222 0.0310998 -0.0373084 -0.00908596 9.94951e-05 0.00871082 -0.000986591 -0.00582725 0.00332767 -0.00949903 0.0454011 -0.0201583 0.00266649 -0.0577908 0.0115175 0.0491244 0.0157531 -0.000639561 -0.0412571 -0.000179791
internal_weight=180.934 180.476 179.203 2.75476 2.00159 1.27308 0.687738 176.448 3.51152 0.704916 2.80661 1.56317 1.24344 0.972496 172.936 13.6689 11.0237 10.5158 9.37884 7.18759 2.19124 0.827911 6.51151 0.831551 5.67996 2.64519 1.38591 159.267 1.78265 157.485
internal_count=4633 4614 4561 120 52 53 48 4441 302 108 194 49 145 137 4139 676 617 604 442 342 100 74 318 171 147 59 46 3463 306 3157
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=0
split_feature=4 0 1 1 1 0 4 3 3 0 1 4 0 0 4 2 1 3 0 0 4 4 2 3 1 0 4 1 2 2
split_gain=0.0684256 0.291647 0.307905 0.60047 0.380431 0.439674 1.31798 0.770397 0.740684 0.640859 0.978455 0.722672 0.842727 0.610652 0.588438 0.532849 0.435881 1.00551 0.45849 0.441862 1.44988 1.28071 1.22215 1.06473 0.903436 1.41175 0.967773 0.882381 0.698953 0.983713
threshold=42.154118731400011 103.57284947555002 61.987779113750001 62.00390986255001 62.014663695050011 86.420486603250012 41.542492784600007 0.091290000000000024 -0.093130000000000004 87.028078140750011 64.369753017350021 41.835830569250014 88.350799540950007 87.525442894850016 40.408647214050006 -0.082484999999999989 66.235542959850008 0.090465000000000031 90.767723400200012 94.625660817400004 40.679780036550007 38.751720283100006 -0.074029999999999999 0.086255000000000026 71.053259929650025 96.082805124100005 37.817254840650008 69.999384342500022 -0.10771499999999999 -0.060989999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 8 -6 15 11 12 13 -11 -9 -7 17 -12 -18 20 21 22 -20 -22 26 -26 -21 -24 -23 -30
right_child=-2 -3 3 4 5 9 -8 14 -10 10 16 -13 -14 -15 -16 -17 18 -19 19 24 23 28 27 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0091745259505195773 -0.0027588226040779935 -0.042503202133169139 0.039337269319491268 -0.05499072801657981 0.0072959391373371603 -0.0054478336837439547 0.070667038780874256 -0.012370620843680149 -0.071913187825623268 0.068940770097968326 -0.068580626493569372 -0.0085417553258306782 0.10338666459632176 -0.022862382357115879 0.050509707379531671 -0.055272378166485461 0.037353181407035065 0.0079487903683635175 -0.09373914420135028 -0.0097479086293655315 0.0088091597563563686 0.080068885769167653 0.035449084198163366 -0.14108949306965543 -0.079128535432788694 0.0056581376171800264 0.08397546995971128 -0.055954146261795228 -0.064915732239484256 0.040796414754040972
leaf_weight=20.632339388730998 60.659585803483424 1.4964963678694392 4.6508064713561899 1.1363211653660972 2.608333695534383 5.5210135523229837 3.7041117228509384 2.5058756797807291 2.1566618777260365 1.4282981604337686 2.9519675765186539 2.3520160987973213 2.3046169057488441 1.4705859422683714 3.6646804317133501 3.5116963265463692 3.5019038945320053 4.1032762303948402 2.1719802861916824 1.8124597691930819 0.71204418712295536 1.9823493072763083 2.5809640511870375 1.4165180726558899 2.1104294487158795 28.270867261875537 2.8096020389348269 1.7877351730130611 1.2809156738221643 2.814395752735436
leaf_count=520 2024 640 40 24 35 27 59 31 39 21 45 14 45 28 23 40 41 42 57 18 12 16 25 40 93 500 32 26 15 61
internal_value=-2.36484e-05 0.00136532 0.00192189 0.00427432 0.00251466 0.00322853 0.0191124 0.00164971 -0.0285545 0.000204505 0.00353511 0.0374591 0.0582518 0.0223696 0.0249739 -0.0248184 -0.000715009 -0.0240717 0.00237946 -8.23284e-05 -0.0146018 -0.00172351 -0.0324336 -0.0909456 0.00603471 -0.000231548 0.0472235 -0.00195445 0.0313262 0.00773218
internal_weight=180.111 119.451 117.955 97.3224 92.6716 91.5353 14.6397 10.9356 4.765 76.8956 67.8629 7.55552 5.2035 2.89888 6.17056 9.03271 60.3074 7.05524 53.2522 49.7503 14.7469 12.6183 6.54068 2.12856 35.0034 30.3813 4.62206 4.3687 6.07766 4.09531
internal_count=4633 2609 1969 1449 1409 1385 187 128 74 1198 1131 108 94 49 54 67 1023 87 936 895 252 200 108 52 643 593 50 51 92 76
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=0
split_feature=4 4 2 2 0 0 4 2 4 2 2 1 1 0 2 3 3 2 4 0 1 0 0 0 3 4 0 0 1 0
split_gain=0.0714794 1.14599 0.661898 0.43102 0.541106 1.22532 0.379515 0.732332 1.2714 1.47943 0.653187 0.617689 0.516288 0.485864 0.43772 0.88423 0.422892 0.377317 0.369275 0.262695 0.480621 0.341537 0.415914 0.305643 0.227949 0.338347 0.211645 1.44962 1.27672 1.64542
threshold=38.474425342400004 38.751720283100006 -0.038374999999999999 -0.14510999999999999 89.474575039450016 85.823648898300021 38.238138001450004 -0.033594999999999993 36.165040341950011 -0.11963999999999998 -0.08158 65.644082171150004 71.397382570300024 98.752444047600008 -0.094409999999999994 0.081235000000000016 0.11296500000000002 0.28423000000000004 37.345948426100009 89.237990724000014 61.076391807500009 89.861713010250014 96.631250582750013 75.381677519650012 0.092895000000000019 36.859113051050009 90.321439350550008 90.60910437050002 63.910026677050006 86.162394622750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 18 5 -5 7 8 11 -10 -11 -6 -9 -14 -13 -16 17 -15 19 20 23 -21 -23 -1 25 -12 28 -28 -3 -30
right_child=1 26 -4 4 6 -7 -8 12 9 10 24 14 13 16 15 -17 -18 -19 -20 21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.1018005246280379 -0.024486599926102262 -0.00018003050080875912 -0.1349724649819474 -0.0096514727095994429 0.068193729431971092 0.078763403604830529 0.032933900544942475 0.03615712029691294 0.060596712893837251 -0.13609874009349673 -0.019141378891440977 0.025792892005266077 -0.11146226116773397 -0.1090982541094091 0.021500814768481605 -0.13380216425840613 0.072241978203018239 0.013038801719381557 -0.11203346976909521 0.080554773260570187 -0.12640756895316041 -0.10808118384522117 0.025919124074253709 0.094293333246886907 -0.0058608125293801031 -0.11948926798937663 0.088030609739611229 0.0018746488640260133 0.03023468286627657 -0.09940498560842527
leaf_weight=0.12060325374705261 1.250671144034641 84.261475728479127 0.95722127638145948 3.1594790823292014 1.4042210765183023 3.1107605248689651 3.0007425702642641 4.8978864876553372 0.80742414622364389 1.6328996659794994 0.59766031603793501 1.4964439401157958 0.47955120611004565 0.41287644949352376 0.78533458341553364 0.68759549872356729 0.57317898361998221 0.65294173178517667 0.48507209244417016 0.46285336837172486 0.47673297223082045 0.36657751072198153 0.62920066126753227 0.23313759849406779 0.71506520255934436 0.76748821357614361 2.0209371665259814 58.019289185098387 1.4789696486404853 2.8963399142776325
leaf_count=76 32 1313 21 72 9 39 36 49 14 60 8 49 21 77 10 53 16 57 65 7 59 20 146 14 18 34 29 2010 122 97
internal_value=-1.11011e-05 -0.000871639 -0.0723872 0.00463346 0.00875481 0.0342125 0.000314057 -0.00583806 -0.0248934 -0.0620824 -0.0887592 0.013545 0.0183168 -0.0229283 -0.0122985 -0.050998 0.00297564 -0.0342746 -0.0327765 -0.0159816 -0.0608771 0.0095797 -0.0234106 0.0274377 -0.0515993 -0.0755571 0.000190386 0.00477463 -0.00291486 -0.0555834
internal_weight=178.841 150.885 2.20789 27.9557 25.1815 6.27024 18.9113 15.9106 8.89413 4.52054 3.71311 4.3736 7.01643 2.11855 2.96937 1.47293 1.639 1.06582 2.77418 2.28911 0.830474 1.45863 0.995778 0.353741 2.08021 1.36515 148.677 60.0402 88.6368 4.37531
internal_count=4633 3624 53 1009 622 111 511 475 255 134 120 121 220 171 112 63 150 134 387 322 149 173 166 90 60 42 3571 2039 1532 219
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=0
split_feature=4 4 3 3 4 2 2 4 3 2 4 0 0 4 3 4 0 2 0 0 2 3 1 4 3 4 1 0 4 1
split_gain=0.0746674 0.542012 0.295718 0.520369 0.671663 1.86042 0.624921 0.384907 1.01931 1.83132 0.589745 0.90948 0.304525 0.509487 0.340235 0.709526 0.569382 0.301219 0.286749 1.21873 0.733177 0.906512 1.20795 0.794656 0.672952 0.627612 0.351037 0.384973 0.342676 0.996059
threshold=41.404176814550006 41.362929270750008 -0.093130000000000004 -0.23921499999999998 38.751720283100006 -0.033594999999999993 -0.15580499999999997 41.243661560350013 0.11148000000000002 -0.027754999999999998 41.087689990200012 87.261973998100004 85.732241321850012 40.467253020850002 0.093325000000000033 37.765550062200006 85.121961326250016 -0.027754999999999998 85.431134011250023 85.619326080400015 -0.082275000000000001 1.0000000180025095e-35 61.923256118600001 43.968221017800005 -0.144095 43.847983878700006 61.885617704800005 85.683849075550015 43.157831852650006 61.93938686740001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 10 9 -9 12 -12 13 14 15 16 -4 -6 20 -20 21 24 -23 -24 -2 -22 -21 -28 29 -29
right_child=18 -3 7 4 17 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 26 25 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.001847099822407634 0.010876447900705934 0.058806732812507236 -0.10348326625659623 0.0041867535030533287 0.086402723667578743 0.087065735994701146 -0.16073885387771492 -0.13094402009189005 0.032204269041769533 0.019934470197841836 -0.020469728884230171 0.075306476147974366 0.0002578624495985288 -0.10781447032514076 0.0012743782233734895 -0.13104986108840197 0.10441297609819061 0.012867198472625109 -0.11189379554929746 -0.05874604148652323 -0.11837689314047602 0.094179951095414494 -0.12019919972336456 0.064665834776532469 -0.10548442116827013 0.054074127889577696 0.03798150933549025 -0.084591408569368129 0.0064604389304706153 -0.0052986161409930297
leaf_weight=7.400087346404689 2.5601945027301554 1.6458584585343476 0.21603582016859835 0.35583271552786755 2.3619426040095282 1.073356367789527 0.64837560133855754 1.7510842266747204 1.8016001284122465 1.4881391534581772 1.6479407413280558 2.488869714721659 64.326070783421073 0.6416151908924802 3.8496997760375962 0.64468987895816099 0.33761324733495712 0.72896159606170829 1.033775871968827 1.0962836323305953 0.67840946578144112 2.7781363890389916 0.51660841482225794 0.42284923465922475 0.61674641426361665 0.30632949219398142 2.3619207338197148 1.6415750961750735 24.801086257186398 45.348662538148346
leaf_count=297 76 17 52 46 89 29 37 41 11 24 17 46 1293 34 70 30 4 30 64 15 137 33 17 61 80 44 36 22 1056 825
internal_value=-1.82382e-05 0.00192823 0.000908051 0.0151579 0.0395052 -0.00446523 -0.102299 -0.0013535 -0.0280925 -0.0616286 0.000464199 0.037153 -0.00170353 -0.0238786 -0.0132102 -0.0597422 0.0232911 0.06906 -0.00217853 -0.00405447 0.0159834 0.0275119 0.0610321 -0.0369916 -0.0117129 -0.0647314 -0.00257298 -0.00174251 -0.00304943 -0.00806866
internal_weight=177.57 93.4078 91.7619 12.5686 5.16847 2.07756 1.00421 79.1934 5.04082 3.23922 74.1525 4.13681 70.0157 5.68965 5.04804 1.19834 0.553649 3.0909 84.1626 76.2833 7.87927 6.89453 3.71759 0.939458 3.17694 0.984739 75.2495 74.1532 71.7913 46.9902
internal_count=4633 2167 2150 528 231 112 83 1622 76 65 1546 63 1483 190 156 86 56 119 2466 2018 448 267 111 78 156 181 1954 1939 1903 847
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=0
split_feature=4 4 1 0 3 3 3 2 2 3 2 2 2 1 3 3 2 2 4 4 2 0 2 4 4 4 4 4 2 4
split_gain=0.067832 0.288993 0.241815 0.513155 0.216775 0.513823 0.314746 0.23185 0.628441 1.29036 0.996323 1.18882 1.38488 1.14442 0.969605 1.20018 1.7414 0.841176 0.784911 1.01485 0.67672 0.606702 0.474138 0.411646 0.638112 0.721653 0.519732 0.465845 0.442026 0.890326
threshold=42.081757894750005 42.027798546600003 58.309968391300011 81.90387694410002 -0.25587999999999994 -0.55393499999999996 -0.57039999999999991 -0.14704500000000001 -0.088274999999999992 0.096915000000000015 -0.095854999999999996 -0.099379999999999996 -0.101255 67.254468591300011 0.088145000000000015 0.086375000000000021 -0.089569999999999997 -0.084729999999999986 42.409092016550012 42.243697547450004 -0.02903 86.420486603250012 -0.15022499999999997 42.498713093000006 42.684965421050009 42.720329370750001 42.580420142950011 42.876019054300009 -0.079789999999999986 43.022303514600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2 22 9 10 11 12 13 -9 15 16 -12 21 19 -19 -21 -10 -6 -20 26 -26 -25 -27 -29 -30
right_child=4 -3 3 -5 7 -7 -8 8 17 -11 14 -13 -14 -15 -16 -17 -18 18 23 20 -22 -23 -24 24 25 27 -28 28 29 -31
leaf_value=0.042463536167555826 -0.042781900749030079 0.031762746174644835 -0.10031744407503747 0.00053241117099091164 0.0058891686821002801 -0.090453754858137322 0.082869264898616832 0.033256537121558259 0.002950120961124833 -0.1265124892531018 -0.12572630000310001 0.055942675850970569 -0.13346482567307061 -0.082354409635765902 -0.12200091350225484 0.044555987748248524 0.026774210535448706 0.0090157164723332177 0.04640607724876776 -0.14480975665489637 -0.034540216489551918 0.073215622540038106 0.088802933402486017 -0.013734766396638669 0.070976775300235898 -0.053242655951667842 -0.096337291315384294 0.025304828771798217 -0.1337345663131527 -0.00071663330133576119
leaf_weight=1.3620628728313011 0.39791992994105385 3.0544567317992906 0.50686952769819882 109.91996813210108 9.9892291465412182 0.88686730713834439 0.39950214698910713 3.217580699361859 2.2598186610266486 1.0821011501393503 1.7606037030636796 3.2728656189283365 0.90365258819656347 1.166692249884363 1.2737362068146465 1.6677060823421923 1.3029081225395196 1.9581715645254103 2.03843399102698 1.1132362872740484 1.1129323961577031 2.6934557436034083 0.74083602511382096 2.4562265572167266 1.6037223132443639 1.4578459214753845 1.1041206892332409 6.6972985884931466 0.534989848252727 8.4643579741350532
leaf_count=139 33 36 198 2202 662 89 7 42 21 35 46 35 19 177 35 12 18 38 31 33 32 22 20 28 64 34 39 84 24 378
internal_value=-2.04264e-05 0.00141524 0.00058604 6.95009e-05 -0.00269887 -0.03808 0.0201683 -0.00170355 -0.00461134 -0.0211562 -0.0133292 0.00857518 -0.0207421 0.00249148 -0.0445566 -0.0237071 -0.060868 0.00311801 -0.00348383 -0.0434941 -0.0896825 0.0411586 0.0116138 0.00338962 -0.000539225 0.00682735 -0.0393511 0.000830216 0.0058523 -0.00862423
internal_weight=176.4 114.843 111.789 110.427 61.5568 1.68429 0.797422 59.8725 49.1425 15.6478 14.5657 8.56079 5.28793 4.38427 6.00495 4.73122 3.06351 33.4946 28.5413 4.18434 2.22617 4.95327 10.7301 24.357 22.3186 18.7582 3.56035 17.1545 15.6966 8.99935
internal_count=4633 2575 2539 2400 2058 129 40 1929 1247 419 384 273 238 219 111 76 64 828 785 103 65 43 682 682 651 584 67 520 486 402
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=0
split_feature=0 2 2 4 0 1 4 1 2 2 2 3 2 2 2 2 2 2 3 0 4 4 4 4 2 3 2 3 1 1
split_gain=0.0735438 0.127254 0.210758 0.162768 0.105802 0.311398 0.287582 0.179172 0.2204 0.348811 0.256172 0.175467 0.101654 0.258264 0.0994734 0.0992857 0.0892271 0.259486 0.434578 0.32222 0.377374 0.257555 0.252426 0.308316 0.329535 0.297301 0.144158 0.102478 0.099668 0.664259
threshold=113.1679565431 -0.088274999999999992 -0.013285 46.095286511800005 109.03310793845002 82.299080289250014 44.749265482150008 83.75622459600001 -0.15962499999999999 0.20852500000000004 -0.24023999999999998 -0.17949499999999999 -0.045684999999999996 -0.088039999999999993 -0.16262999999999997 -0.21563499999999999 -0.58319500000000002 -0.27494999999999997 0.10990500000000002 100.01333091085002 41.184662530950007 39.571921479100006 39.852039223600009 40.542362378300005 -0.63026499999999996 0.096095000000000028 -0.25572 0.4369650000000001 75.424692849750016 75.629015667650023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 12 14 7 -6 11 16 10 -10 -9 -7 13 -3 15 -2 22 18 19 20 21 -18 -1 -24 -25 -26 -19 28 -28 -30
right_child=1 2 -4 -5 5 6 -8 8 9 -11 -12 -13 -14 -15 -16 -17 17 26 -20 -21 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-0.030132620932719067 -0.10039160441264912 0.10413970290111647 -0.10185117118399632 -0.10962519228468592 -0.10511815762021962 0.032285912225407172 0.077019036248797135 -0.10201238259842893 -0.10319937530434378 0.047164544462209253 0.061128430841612402 -0.10198420010157759 0.09083497802346116 -0.10351251021139074 -0.10165245447302258 0.10055400184910455 -0.076468486885294396 0.039888222334510295 0.09014938065630726 0.049129148286444074 -0.13055086937120511 0.021549833583516548 0.070922270274863877 -0.032924176901100215 -0.0044789475711474016 0.07539509101436781 -0.00077521363486698664 -0.03134937514222523 0.062285858734602378 0.0011370151949582467
leaf_weight=1.0705992223302008 0.032029766881805699 0.11394808719705907 0.13913609047767639 0.29986732038742048 0.15725440453388628 0.22355762333609153 0.84972284000832587 0.13192787045409204 0.64666726443829137 0.20261670582840452 0.35592779227590654 0.17237024583846494 0.2051814980331983 0.12626381216432492 0.058611700193068828 0.10583502060944738 0.58359190798364513 0.91229407419450481 0.2489731199457309 0.28023536776890967 0.59652612982245035 0.49583814211655408 1.0572986965999005 1.1870732069946823 0.95548012910876445 0.90964027587324381 139.2914183116186 1.0344183301931469 1.9427653338352708 20.755633559547277
leaf_count=54 80 3 144 59 26 20 34 56 177 20 21 167 10 45 108 14 42 31 9 19 100 27 14 16 37 18 2587 23 30 642
internal_value=-3.16393e-05 -0.0260357 0.00558247 -0.0632715 0.000129838 0.027481 0.0442207 -9.23981e-05 -0.0365559 -0.0673265 0.0170112 -0.0261696 0.0391436 -0.00500959 0.00747464 0.0538688 0.000192194 -0.000210775 -0.0342857 -0.0501231 -0.066719 -0.0314436 0.0131167 0.0243839 0.00826273 0.0344765 0.000247578 2.57465e-05 0.000226099 0.00637077
internal_weight=175.143 1.08087 0.584529 0.496344 174.062 1.40291 1.24565 172.659 1.33714 0.849284 0.487856 0.395928 0.445393 0.240212 0.196476 0.137865 171.322 166.142 2.20516 1.95619 1.67596 1.07943 5.18009 4.10949 3.05219 1.86512 163.937 163.024 161.99 22.6984
internal_count=4633 463 202 261 4170 247 221 3923 274 197 77 187 58 48 202 94 3649 3510 197 188 169 69 139 85 71 55 3313 3282 3259 672
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 4 3 3 2 0 2 1 0 0 2 4 2 2 0 4 2 2 4 1 0 2 0 4 3 2
split_gain=0.069032 0.761241 0.656545 0.64689 0.494871 1.90357 1.19603 1.4092 0.844403 0.690689 0.468058 0.433178 1.1672 0.671836 0.421839 0.355918 0.3554 0.420102 0.842754 0.932487 0.818222 0.427445 0.954658 1.20791 0.850299 0.533774 0.406431 0.507406 0.396388 1.34706
threshold=-0.079369999999999996 -0.077085000000000001 94.75470680765001 62.095317438950012 -0.084729999999999986 42.876019054300009 0.092185000000000031 0.092015000000000027 -0.083004999999999982 86.474255765850003 -0.076544999999999988 62.009286778800011 89.576736448400013 94.230457472250009 -0.083004999999999982 41.741384785950011 -0.075639999999999999 -0.06828999999999999 85.931187223550012 39.354247760400007 -0.070854999999999987 -0.053874999999999999 42.243697547450004 70.182199495350019 86.264556031700025 -0.057599999999999998 102.21786657775002 39.427119987250002 0.084365000000000009 -0.036264999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 7 8 -6 -7 -3 -10 -13 -14 -11 -15 -12 18 -18 20 -20 22 23 24 -19 -25 28 -28 -23 -30
right_child=1 10 -4 -5 5 9 -8 -9 11 14 16 12 13 15 -16 -17 17 21 19 -21 -22 26 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.0012566589250238749 -0.0096794238855325357 -0.072220323979870535 -0.0076030852748867964 0.10356136592294395 -0.12797989372205434 0.055209859163229347 -0.12454962972518289 0.063318141768221217 0.015919015264176117 0.025453377972376352 0.043898658904072692 -0.13353607521733366 0.078296012065314308 0.018645018903199966 -0.042477793868280281 -0.11118744722192452 0.016479221686499335 0.010611327494892017 -0.055791432725774331 -0.074110230118538276 0.070722793020830552 0.0086478929007345173 -0.057619125596029636 -0.11332217798211466 0.085796222699492497 0.010404921168603708 -0.10191848002153357 0.043071652496530666 -0.067493247002051324 -0.0025023221618369475
leaf_weight=80.306923974903839 0.6811524517834181 0.89080217713490029 1.5672610014726158 1.9446694221696814 1.1994433441432177 3.1083727887598789 1.7482402526366057 1.2647819072008131 1.2701155240647493 1.8073725514695982 1.856874084798618 1.1026414129883053 0.65221541374921777 0.36658922786409676 1.8496448895020874 0.49795816818368621 3.8185978411929664 2.5424868385307473 0.98302241235614962 3.6980745238761301 1.0650708675530038 18.397984431378973 1.2637492487556299 0.65754159769858234 3.6834891922771931 0.74231335051445035 0.26087416403538499 3.2279225020029116 3.5898212466272446 28.576424688508276
leaf_count=2514 5 24 24 81 26 36 47 6 9 17 16 16 6 21 35 33 23 22 29 50 12 431 30 53 41 9 162 264 55 536
internal_value=-2.93558e-05 0.00214682 0.0436155 0.0741861 -0.00184595 -0.0186048 -0.0513026 -0.0311486 -0.0546268 0.0205528 -0.000163749 -0.0320063 -0.0552447 0.00167082 -0.00890482 -0.0561353 0.00069941 -0.000406899 -0.0199333 -0.0441311 0.00999982 0.00256033 0.022881 0.0362214 0.0550931 -0.0477123 -0.000781608 0.03223 -0.00305932 -0.00975545
internal_weight=174.622 79.4481 4.19308 2.62582 95.1743 14.8674 8.10199 6.35374 5.08896 6.76539 75.255 3.88952 2.6194 1.51676 3.65702 0.864547 74.3642 72.5074 9.56477 5.74617 2.04809 62.9426 8.88958 7.62583 6.22598 1.39985 54.053 3.4888 50.5642 32.1662
internal_count=4633 1867 110 86 2766 252 164 117 111 88 1757 85 76 60 52 54 1733 1717 114 91 41 1603 155 125 63 62 1448 426 1022 591
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=0
split_feature=0 2 2 4 2 4 2 3 3 4 0 1 3 0 3 2 4 4 2 1 4 4 0 4 0 3 4 0 0 1
split_gain=0.0707323 0.109623 0.195827 0.145402 0.0969649 0.144161 0.101927 0.273127 0.391457 0.09701 0.295142 0.787592 0.593769 0.313783 0.431427 0.129001 0.596456 0.577408 0.448986 0.392412 0.176783 0.703421 0.309676 0.352983 0.248828 0.216469 0.180525 0.736105 1.72198 0.793166
threshold=113.1679565431 -0.088274999999999992 -0.013285 46.095286511800005 0.70681500000000008 41.444941515100005 0.27394500000000005 0.094595000000000026 -0.25420999999999999 34.515670600900002 91.886121982450007 65.644082171150004 0.077990000000000018 97.722764583650005 0.11458500000000002 0.20852500000000004 40.099856909850011 41.16018805045001 0.18839000000000003 67.254468591300011 37.041406607950009 36.859113051050009 95.117648655250022 36.257608591500009 96.870523356300012 0.4369650000000001 38.396531328800009 91.109157582800023 94.770837556450019 71.246828915000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 9 8 -8 10 11 12 -1 -12 -15 18 19 -18 20 -17 21 22 23 -11 -24 26 27 -22 -29 -30
right_child=1 2 -4 -5 5 -7 7 -9 -10 15 13 -13 -14 14 -16 16 17 -19 -20 -21 25 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.10568797996824447 0.0073173079414628238 0.039172587903827022 -0.10175133092683163 -0.10872700315263875 0.068868531616712206 -0.012943653523776678 0.077049376610641651 0.010223270127307171 -0.089024593083296813 -0.0094070968039254941 0.066318147560582352 -0.12784793630140476 0.070957244663243421 -0.1040155784155916 0.084657550396245118 0.083073664512253967 -0.062760270724969022 0.047432199402225969 -0.058062255788884576 0.0079957946601670535 0.046814029831242915 -0.089126802093822483 -0.11278000845953191 0.041501267006781556 -0.019023647716296149 -0.048328341284520841 0.00010351974456084073 -0.09398966431335265 0.11277010419230721 0.0025278537072307762
leaf_weight=0.24729501771616857 0.17829319858947201 0.3966059334907186 0.13123370486437025 0.27377327639260329 0.4954340549884354 0.38102954212808982 0.17158335709245887 1.2268102367452227 0.82131841177761022 4.5938109544440504 1.441225425340235 0.44624511525034893 0.825483309730771 0.29190224839112477 0.2072401931945933 1.4183681840077036 1.3659827499650421 0.72948088237899344 1.3482349552214135 1.3672723666531963 4.0039299044874479 1.0878603576311432 0.40226952201919608 1.9359842152625786 0.95532252337943646 0.89513482223264773 140.43976587376801 1.6690143911982884 0.85931845009326968 2.7133737835138163
leaf_count=78 202 58 144 59 18 28 15 34 81 106 22 7 43 77 6 22 32 28 31 29 66 31 15 30 87 24 3106 37 7 110
internal_value=-2.71321e-05 -0.0268179 0.00413549 -0.0629596 0.000125197 0.0333019 -4.43907e-05 -0.0213339 -0.0603253 0.00023483 0.0168087 -0.0162036 0.0302373 0.0426525 -0.0256799 -0.000111012 0.0159048 -0.0243996 -0.000596859 0.0462233 -0.000111281 -0.0137453 -0.00334842 0.00568645 -0.0468047 0.000701368 0.000994571 0.0145295 -0.0101314 0.0290438
internal_weight=173.321 0.979906 0.52784 0.452066 172.341 0.876464 171.464 2.21971 0.992902 169.245 3.45939 1.51902 1.07278 1.94037 0.499142 165.785 4.8811 2.09546 160.904 2.78564 159.556 8.97525 7.88739 6.5298 1.35759 150.581 149.685 9.24564 5.24171 3.57269
internal_count=4633 463 202 261 4170 46 4124 130 96 3994 233 128 121 105 83 3761 111 60 3650 51 3619 269 238 136 102 3350 3326 220 154 117
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=0
split_feature=4 4 4 4 3 3 4 2 2 2 2 2 1 1 1 1 0 0 0 4 2 1 3 1 4 3 3 4 2 1
split_gain=0.0622775 0.523314 1.10726 0.414267 0.551913 1.29618 0.236429 0.253366 1.22658 0.689359 0.847603 2.0064 0.9189 0.842741 0.50971 0.54977 0.691152 0.509882 0.759923 0.469745 0.412262 0.802043 0.393428 0.388879 0.384916 0.370764 0.44944 0.837453 0.351534 0.370496
threshold=41.489621506400006 41.542492784600007 41.559097512700014 41.741384785950011 0.08674500000000003 0.082685000000000022 41.32819714970001 -0.064729999999999996 -0.068964999999999985 -0.070854999999999987 -0.086800000000000002 -0.081844999999999987 74.757955233350017 65.644082171150004 62.020040611300011 61.076391807500009 85.732241321850012 86.264556031700025 86.420486603250012 37.995872310650007 -0.053874999999999999 70.182199495350019 -0.22831499999999999 68.20618276945001 40.767054867700004 -0.10696499999999999 0.083905000000000021 37.688226470200007 -0.047144999999999999 81.339300736700025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 -4 7 8 9 10 14 -12 13 -13 15 -1 19 -16 -19 -17 21 -9 23 -20 -25 -24 27 -27 -22 -30
right_child=1 2 3 -5 -6 -7 -8 20 -10 -11 11 12 -14 -15 17 16 -18 18 22 -21 28 -23 25 24 -26 26 -28 -29 29 -31
leaf_value=0.036445294391341178 -0.055107559611748902 0.10824848395596838 -0.086244264154129696 -0.00043153669729950432 -0.067375612780215074 0.084957395092436438 0.02121103423519018 0.054540939208519539 -0.11430005584747356 0.067493689819877273 -0.1203083677642488 -0.0042127948124096402 0.059163409886608204 -0.080890510483278139 0.05796854816135099 0.027440061421851059 -0.014281328651027722 -0.096506040998737469 -0.11278085892159449 -0.12656137169175943 -0.03750445192798723 -0.038393473878275505 0.073602619980571896 0.032866428553214394 -0.11608420254423145 -0.11694439602704253 0.01442104493331446 0.0077016832885282872 0.0068204465451771369 -0.05007204992089051
leaf_weight=1.2527373095322207 1.8189209512420337 0.91934963315725227 0.80674295647622718 72.42089599652445 2.1808313633446232 0.97875631146598607 5.8365463397349222 3.93588540283963 0.9977228127172556 1.375777520079281 1.9500810712161172 5.7618886155541968 1.640860506246099 1.9080093440134076 2.0150038941887969 0.24153323966493179 3.452565697254613 0.70722070336342113 0.50477370223962015 1.1006222588475791 2.0835463302209964 1.2153942365512191 0.93262710718591435 0.7039111391750339 0.23023981950245798 0.77537429192216167 19.329194741290621 1.7682649713588032 32.556446300572134 1.1863632517224676
leaf_count=146 34 17 48 2272 31 30 68 46 32 11 67 44 33 48 41 39 37 7 15 93 21 44 22 77 8 73 439 70 507 213
internal_value=-2.49319e-05 -0.00208946 -0.000842015 -0.00215496 -0.0336228 0.00760327 0.0017229 0.000424845 -0.00461494 -0.00221771 -0.00438389 -0.0280748 -0.00875703 -0.0232876 0.00369689 -0.0225416 -0.0379534 0.00958106 0.00567346 -0.0988474 0.00616208 0.032614 0.00865408 -0.0420599 -0.00384537 0.0118539 0.00922103 -0.030294 0.0023587 0.00482016
internal_weight=172.588 79.1255 77.3066 76.3872 3.96633 1.7855 93.4626 87.626 46.6484 45.6507 44.2749 11.2608 9.31076 7.6699 33.0141 6.04746 4.79472 26.9666 24.9516 1.34216 40.9776 5.15128 24.2444 1.43892 0.934151 22.8055 21.8728 2.54364 35.8264 33.7428
internal_count=4633 2432 2398 2381 109 78 2201 2133 1302 1270 1259 192 125 92 1067 315 169 752 711 132 831 90 704 100 85 604 582 143 741 720
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=0
split_feature=4 4 2 2 3 0 0 3 4 4 0 0 2 0 0 0 4 0 1 0 0 0 1 3 4 2 1 2 4 0
split_gain=0.0662662 0.865324 0.573438 0.366388 0.443824 0.618019 0.95508 0.580661 0.395468 0.506293 1.08138 0.648226 1.89894 0.585814 0.501922 0.455908 0.338765 0.227467 0.378566 0.289561 0.349754 0.261894 0.215365 0.187356 0.160321 0.57902 1.23396 0.625422 0.212701 0.384526
threshold=38.474425342400004 38.751720283100006 -0.038374999999999999 -0.14510999999999999 0.11768500000000003 89.576736448400013 85.823648898300021 0.11296500000000002 38.238138001450004 36.165040341950011 89.980005167950011 90.767723400200012 -0.047144999999999999 94.109476856350014 96.870523356300012 97.789976036950009 37.345948426100009 89.237990724000014 61.076391807500009 89.861713010250014 96.631250582750013 75.381677519650012 61.546871980350012 0.093185000000000032 39.198779702000003 -0.070854999999999987 78.290589216800015 -0.0309 39.788107623550012 93.047535894850014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 16 5 6 22 8 9 13 -11 -12 -13 -7 -15 -16 17 18 21 -19 -21 -1 -5 -8 25 26 -3 -27 29 -26
right_child=1 24 -4 4 -6 7 23 -9 -10 10 11 12 -14 14 15 -17 -18 19 -20 20 -22 -23 -24 -25 28 27 -28 -29 -30 -31
leaf_value=-0.10152477912047607 -0.019969799654375123 -0.064856043257551815 -0.12607671247032576 0.04144277174158624 -0.039771423484074593 0.035889667376956279 0.054160279833937244 0.068112264125325159 0.030097052033980443 -0.16591263323192176 0.060402164043754369 -0.12317161981864931 0.0078638922087511838 -0.11124738045043184 0.10680799527515224 -0.038661313107383348 -0.11133460036509105 0.078469746301060517 -0.12380223744447674 -0.10734161212981415 0.02306009300266643 0.092847333624305833 -0.019579858281217014 0.10342282822233909 0.0024854596527098213 0.075262070052533367 0.085571651121911105 -0.0092015918733306563 0.00034363977544091501 -0.041589803072822416
leaf_weight=0.10733928345780785 1.2062176353774705 1.8377863701898607 0.88158141407256962 0.81147888806299961 1.7632632565889697 3.419265700504182 1.5685244370251896 1.2285973093021301 2.8295130787737426 0.53473627567291249 0.90718280524015416 1.573708657994757 3.7207640687920502 0.58421431574970473 0.30733020603656747 0.72059119423010998 0.44172622246514937 0.41885616816580273 0.40471546320441121 0.3143396892119199 0.59502232880367956 0.19570900313556194 2.0131736605253536 1.5203494187444446 4.6254230986378371 2.1890319697558884 0.77538643298612431 1.4622791248257261 129.00101877233919 3.4601467633910943
leaf_count=76 32 39 21 28 53 35 23 22 34 4 8 101 79 17 2 154 65 7 59 20 146 14 41 21 58 20 29 32 3266 127
internal_value=-2.75098e-05 -0.000858506 -0.0647739 0.00462442 0.00848022 0.0123939 0.0399766 0.00208725 -0.00346981 -0.0115408 -0.0294669 -0.0177018 -0.0310846 0.0124598 -0.0372338 0.00483142 -0.0319503 -0.0147271 -0.0605163 0.00967242 -0.0220159 0.024001 -0.002049 0.0784074 7.23726e-05 0.0157164 -0.0202208 0.041436 -0.000642518 -0.0163762
internal_weight=171.419 145.439 2.0878 25.9804 23.5027 21.7394 5.91353 15.8259 14.5973 11.7678 6.73639 6.20166 5.29447 5.0314 1.61214 1.02792 2.47771 2.03598 0.707764 1.32822 0.909362 0.303048 2.82465 3.08887 143.351 6.26448 2.61317 3.65131 137.087 8.08557
internal_count=4633 3624 53 1009 622 569 113 456 434 400 192 188 180 208 173 156 387 322 149 173 166 90 69 44 3571 120 68 52 3451 185
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=0
split_feature=0 2 4 4 4 2 2 0 3 1 1 4 2 1 1 3 3 3 2 3 4 4 3 3 3 1 3 3 3 2
split_gain=0.0621844 0.0980237 0.181284 0.131662 0.116935 0.089002 0.090384 0.0853411 0.315569 0.13986 0.303424 0.180554 0.245918 0.0846712 0.895121 0.73292 0.277483 0.479875 0.897351 1.09601 0.534061 0.571519 0.514531 0.638478 0.41755 0.400229 0.366286 0.763035 0.658282 0.409817
threshold=113.1679565431 -0.088274999999999992 48.109449608500007 46.095286511800005 48.914776625700007 -0.16262999999999997 -0.21563499999999999 110.27248713660002 0.078770000000000021 85.549426169000014 87.313054702550019 49.960114208400007 0.050115000000000014 74.757955233350017 73.007768990450018 -0.20885999999999996 -0.21029499999999998 0.083905000000000021 -0.075639999999999999 -0.067414999999999989 41.835830569250014 41.319407281650008 0.088755000000000014 0.095235000000000028 0.075810000000000016 75.085947125300024 0.087700000000000014 0.088145000000000015 0.084805000000000019 -0.016679999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 5 -4 6 -2 9 -9 13 11 12 -11 14 -1 -16 -15 18 19 -18 21 26 -22 -24 25 -20 28 -28 -19 -29
right_child=1 2 4 -5 -6 -7 -8 8 -10 10 -12 -13 -14 16 15 -17 17 20 24 -21 22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-5.2405715983487387e-05 -0.10037230966091755 -0.10198454660141808 0.090915985023383869 -0.10790128316829151 -0.019085016731955964 -0.10151880126067424 0.099961586061491498 0.058491231921754094 -0.10303700907952539 -0.10305079524803998 -0.10216301681317158 0.07842300383032369 0.058468406518379194 0.043370309633237986 0.068523110571658788 -0.11306822143208606 0.033352808971208854 0.023146275239480069 0.017819117416190525 -0.11072812420463224 0.065619533866471735 -0.074552148903710966 -0.077470997578799439 0.037120708644668612 0.029652548230818178 -0.052914264721615235 0.10449410744772217 -0.0064929620629118239 -0.11596753571708285 0.033925059110039665
leaf_weight=134.91352967483067 0.029652777981027612 0.12273742563343049 0.1990108072059229 0.24949907551490469 0.18786623311098083 0.054667214648816298 0.093634123399169766 0.72149728762815257 0.14530611276359195 0.21961623711103928 0.42033716981040925 0.2290037889033556 0.16514730927883647 1.7669198414441805 0.27376799980993372 1.1814015216223186 0.75441626540850881 0.71589072654023833 1.4277749955654164 1.7588407297043884 2.9945187194971359 0.92962023499421853 0.69334659376181695 1.6276822581421582 3.0645495897333603 1.8191878689613075 0.82658911414910008 8.6623500425957918 0.64808384918433148 3.5313324758972113
leaf_count=2671 80 159 9 59 34 108 14 53 117 43 197 8 6 93 13 90 26 7 8 229 47 43 30 32 44 67 9 206 44 87
internal_value=-2.57006e-05 -0.0257153 0.00390592 -0.0610301 0.0374999 0.00468518 0.0517776 0.00011633 0.0314135 -4.45515e-05 -0.0367076 0.00811942 -0.0337239 0.000181676 -0.000893825 -0.0789046 0.00487929 0.00257026 -0.0169454 -0.0674787 0.0109186 0.00143911 0.0382285 0.00288944 0.00317712 -0.0218109 0.00635025 0.0115151 -0.0429528 0.00521224
internal_weight=170.428 0.937068 0.509614 0.427453 0.386877 0.177954 0.123287 169.491 0.866803 168.624 1.0341 0.613767 0.384764 167.59 136.369 1.45517 31.2211 29.4542 8.82477 2.51326 20.6294 15.3139 5.31555 2.32103 6.31151 3.24696 14.3842 13.0203 1.36397 12.1937
internal_count=4633 463 202 261 43 202 94 4170 170 4000 254 57 49 3746 2774 103 972 879 374 255 505 396 109 62 119 75 353 302 51 293
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 0 0 3 2 2 4 3 3 2 2 0 0 2 4 3 3 3 1 4 2 2 2 2 2 3
split_gain=0.0687276 0.513641 1.46602 0.72757 0.712108 1.32497 0.507124 0.582286 0.463231 0.443145 0.954343 1.09699 0.637227 0.946155 0.385529 0.852886 0.705337 0.54203 1.48714 0.633728 0.556279 0.553535 0.539057 0.515703 1.13204 0.343946 0.33285 0.30707 0.26351 0.644981
threshold=-0.093604999999999994 62.00390986255001 85.931187223550012 62.041548276350007 85.732241321850012 85.307464937250003 102.21786657775002 0.079745000000000024 -0.10771499999999999 -0.088274999999999992 41.741384785950011 0.088145000000000015 0.086375000000000021 -0.089569999999999997 -0.084729999999999986 86.780739992750014 85.769879735700016 -0.08158 42.876019054300009 0.092185000000000031 0.08759500000000002 0.083395000000000011 62.079186690200011 42.283941020600004 -0.087660000000000002 -0.14174999999999999 -0.091149999999999995 -0.156745 -0.075639999999999999 0.092185000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -5 27 25 10 26 12 13 -12 15 16 -11 18 19 20 21 -16 -20 24 -17 -1 -2 -8 29 -19
right_child=9 3 -4 6 -6 -7 7 -9 -10 14 11 -13 -14 -15 17 23 -18 28 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013491584945445083 0.02876281941003361 0.069129726436668856 -0.087405437416292711 0.0074688221857753048 0.062747735440715519 -0.12389231064169558 0.013719295219695581 -0.10540017158414083 -0.077304534372349243 0.026910476352930819 -0.096421298555749269 -0.12552851003684432 0.031462863453261797 0.013999695411081557 -0.028592912215910274 0.070735414480533651 -0.049959489294312577 0.030005250284757846 0.037122181822233841 -0.14271585347926549 -0.0034173680904343619 -0.13184434863551239 -0.029912744470953403 0.083075554283463054 -0.073714182538974132 0.062098606051909061 -0.01903260220248941 -0.10219381101906677 -0.0008542185683918 -0.026334102560541486
leaf_weight=4.0845786074182788 3.4551909389338107 1.8316628120301164 2.3143003518052856 41.882642345615295 1.5897270441055296 0.91006029426353041 1.446145121437894 0.86001223913626734 0.60287671815603872 2.5001633260399085 1.814431908627739 1.3955370425246654 1.4173363080481065 1.3558742965105923 1.0120361303561356 1.4505249263056614 2.2842523995786905 8.116964694025226 3.3287245116662234 0.85773377469740797 1.6215428986470213 1.0662642599963872 1.8754577051149679 2.3664416283136234 0.86670883963779477 1.2074930154485626 2.5195512415577905 0.27144358378109168 70.502567862217461 2.7105569063432986
leaf_count=377 31 39 41 1048 8 28 264 264 16 21 38 43 11 21 18 13 19 167 36 25 47 24 37 21 49 24 33 105 1717 48
internal_value=-3.07527e-05 0.0027982 -0.0169381 0.00736395 0.00248865 -0.0115886 0.00481934 -0.0382314 0.00574887 -0.00146389 -0.0196629 -0.0478933 -0.0242771 -0.0491965 0.000700213 0.0199057 -0.00979001 -0.001296 -0.0235615 -0.0652697 -0.0473154 -0.0815657 0.0129645 0.0502401 0.0167073 0.0152104 0.00860747 -0.00459933 0.00137645 0.0159013
internal_weight=169.519 57.0009 10.709 46.2919 8.39474 6.80501 44.4602 2.5776 5.89495 112.518 11.9579 5.98318 4.58764 3.17031 100.56 9.46809 4.78442 91.0918 9.76176 4.55758 3.69984 2.0783 5.20418 4.68368 2.31723 5.29207 5.97474 1.71759 81.3301 10.8275
internal_count=4633 2214 494 1720 453 445 1681 633 417 2419 177 113 70 59 2242 123 40 2119 187 114 89 42 73 83 62 401 64 369 1932 215
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=0
split_feature=4 4 0 4 0 0 0 0 3 2 4 3 3 3 0 0 1 0 3 2 2 1 2 0 1 0 0 3 3 3
split_gain=0.0730347 0.258997 0.205884 0.694209 1.68425 0.585178 0.867017 0.579874 0.489811 0.476895 0.527793 0.700465 1.37225 0.904147 0.447623 0.462681 0.424188 0.739841 0.273229 0.269089 1.50718 1.34798 0.934039 0.814829 1.08341 0.640494 0.374484 0.552539 0.820301 0.507696
threshold=42.081757894750005 42.027798546600003 86.393602021950016 42.686561923500008 85.431134011250023 86.474255765850003 86.538778761000017 86.780739992750014 0.096480000000000024 -0.077085000000000001 42.783136484500005 0.083395000000000011 0.08574500000000003 0.08326500000000002 85.990333302400003 85.431134011250023 62.132955852800002 86.345209775600011 0.10685000000000001 -0.083330000000000001 -0.08725999999999999 62.425997789000007 -0.079369999999999996 89.057864029250013 63.910026677050006 87.727077254650013 102.21786657775002 0.12376500000000003 0.088350000000000026 0.076835000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 -7 -8 9 10 -5 13 16 -12 15 -14 -13 -18 -10 20 21 -9 -21 -23 -25 -24 27 28 29 -27
right_child=2 -3 5 8 -6 6 7 19 18 -11 11 12 14 -15 -16 -17 17 -19 -20 22 -22 23 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.00068039809415487457 0.059365679681902997 0.030772350438977625 0.053154157820511472 0.05210197926108176 -0.092744646935005046 -0.13035093074291804 0.05448706835840525 -0.099117338481478759 0.079379775778278844 -0.087663928869827323 -0.0053086413306774084 -0.12304160779131799 -0.0044179923228721205 0.10855178969194096 0.014658569024509294 -0.111414791160723 -0.10826140753978866 -0.49316406263446821 0.0051522680513458059 -0.07069618762869305 0.07044650968144435 -0.13121429414337912 0.055341455757989148 0.099258428371520019 -0.0018465596506977067 -0.062809063978444685 0.026447125763712848 0.022152653958348228 -0.081298152932409509 0.0057115745964245925
leaf_weight=106.83066898208654 1.0059283972941586 2.9388691238273159 2.0571790566027621 1.458163096802308 2.6339795110397972 0.51602597534656425 1.8663746342062939 1.4402987621724594 1.0452885879203666 0.72907536569618869 6.2495572020034142 0.49181252438575018 0.81847381917759776 0.78502317517995823 1.863159291446209 0.79836626222822815 0.10249181685503572 0.097392819821834564 0.94353180722100649 2.318191163227314 3.0066008077119468 0.43975880641300946 1.6986050849081973 1.1638285294175137 11.864420974729908 1.4252251276811856 2.3315012987877699 2.6296008359640828 2.2924994711065665 4.4815261780822766
leaf_count=2539 51 36 21 9 77 10 61 13 17 107 204 11 20 4 9 25 58 1 27 61 27 20 10 13 778 50 193 17 74 90
internal_value=-3.52984e-05 0.00148605 -0.00288734 -0.0114355 -0.0507073 0.00122598 -0.00162465 0.000172673 -0.00214271 -0.00901899 -0.0044915 -0.0118555 -0.0443212 0.0073976 -0.0187513 -0.0572511 -0.172966 -0.295803 0.0441649 -0.00271604 0.00585851 -0.00716713 -0.0116589 0.00266623 0.00718527 -0.00244829 -0.0099072 -0.0177345 -0.0305267 -0.0108216
internal_weight=168.323 109.77 58.5539 19.0222 3.63991 39.5316 37.4745 36.9584 15.3823 13.3935 12.6644 11.2063 4.1717 7.03458 3.48 1.61684 0.691697 0.199885 1.98882 35.0921 17.9149 14.9083 17.1771 13.468 13.0282 14.859 13.1604 10.8289 8.19925 5.90675
internal_count=4633 2575 2058 620 128 1438 1417 1407 492 448 341 332 124 208 54 45 70 59 44 1346 851 824 495 811 791 434 424 231 214 140
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=0
split_feature=0 3 2 4 4 4 1 4 3 2 4 0 2 4 4 3 3 1 1 3 2 2 2 4 3 2 1 1 3 4
split_gain=0.0642204 0.0900126 0.12354 0.123537 0.0870981 0.423006 0.325881 0.317997 0.30635 0.40519 0.277771 0.201448 0.159881 0.226256 0.264644 0.26204 0.258135 0.272575 0.219596 0.284768 0.126448 0.114085 0.255147 0.475742 0.746492 0.239951 0.456345 0.561496 0.409215 0.431823
threshold=113.1679565431 0.078655000000000017 -0.088274999999999992 46.095286511800005 47.927946529500012 45.921757303800007 67.254468591300011 48.393869453650005 0.087935000000000027 -0.033594999999999993 47.079243513300007 97.32487278035002 -0.23557500000000001 49.292797572200008 48.823707093150006 -0.25098999999999999 -0.23921499999999998 87.143681840350013 87.313054702550019 0.074735000000000024 0.63131000000000015 1.0000000180025095e-35 -0.013285 40.250747516500006 0.10020000000000003 0.048475000000000011 64.369753017350021 61.987779113750001 -0.12193999999999999 39.032633164100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 20 -7 -6 9 12 -8 -12 -9 14 -14 -15 -17 -18 -19 -20 21 22 -1 -24 -25 26 27 -23 29 -27
right_child=1 -3 -4 -5 7 6 10 8 -10 -11 11 -13 13 15 -16 16 17 18 19 -21 -22 25 23 24 -26 28 -28 -29 -30 -31
leaf_value=0.00045106434561100595 0.012465594477965102 -0.10114841234783689 0.026135109508426603 -0.10831138426848848 0.071722780110410764 -0.1223918622489501 -0.083855936382273399 -0.054180605928735449 0.06314475832326498 -0.11831756950420558 -0.031028248720827906 0.077692034382387753 -0.019725959007362431 -0.10828387531682254 0.046856223220582562 0.087470956090270904 -0.10655403205765085 0.10109600354373825 0.1017873698817494 -0.10229713323226303 0.039103336945584766 -0.073655609194897304 0.078850964008855398 -0.057111898784149323 0.059310765872678473 0.00094783992107957959 -0.083131384798820332 0.02170090978264478 0.0014104089304202161 -0.11455498800475017
leaf_weight=128.01911257822826 0.14846964161097276 0.13831018714847687 0.38105256759808881 0.1971431104138901 0.77297568391077121 0.46124578358285262 0.45084957605467912 0.46211801681783882 0.73942178802099068 0.30107313227199473 0.38542606547707692 0.30552596715278924 0.8956620190292609 0.29846938299669945 1.7900028156582264 0.24616922810673636 0.29181530620189833 0.18618573620915413 0.10117103531956673 0.21088756035896949 0.83005408338067255 0.89275708482637428 1.2001329882477869 1.1110515105501693 1.0920896902680395 0.65042324263777718 1.1091970217275955 2.0029102852276992 20.792734399615252 0.64433924057448166
leaf_count=2771 110 253 68 32 23 36 39 21 17 19 23 24 19 16 50 3 127 6 2 70 51 57 20 32 11 46 74 18 508 87
internal_value=-2.92611e-05 -0.0272067 -0.0131329 -0.0564275 0.000112144 -0.000341978 -0.0514528 0.0116491 0.00324137 -0.00601824 -0.0227961 0.0170458 0.00152453 0.00792752 0.0246512 -0.0257238 -0.00194365 -0.0298037 0.0151479 -0.0361319 0.000175456 -2.96815e-05 0.00116947 0.0281935 0.000598425 -0.0060696 -0.0285904 -0.00769826 -0.00198617 -0.0565322
internal_weight=167.109 0.864976 0.726665 0.345613 166.244 159.948 1.60305 6.29595 5.52298 4.78355 1.1418 0.690952 4.48248 4.02036 2.68566 1.3347 1.03623 0.79006 0.498244 0.312059 158.345 157.515 131.422 3.40327 2.20314 26.0924 4.00486 2.89567 22.0875 1.29476
internal_count=4633 463 210 142 4170 3797 122 373 350 333 86 47 314 293 69 224 208 205 78 72 3675 3624 2834 63 43 790 149 75 641 133
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=0
split_feature=4 4 3 3 2 2 2 3 2 2 1 3 3 2 0 3 2 4 4 2 1 4 4 4 4 4 3 3 1 2
split_gain=0.0598929 0.214027 0.197256 0.363056 0.214269 0.425052 0.399662 1.08012 0.691718 0.897004 0.894098 0.766176 0.830237 1.31234 0.656592 0.977035 0.500118 0.610161 0.742246 0.596025 0.497438 0.471769 0.459188 0.547571 0.439591 0.422887 0.368788 0.724206 0.375372 0.345783
threshold=42.081757894750005 42.027798546600003 -0.25420999999999999 -0.55393499999999996 -0.14704500000000001 -0.15022499999999997 -0.088274999999999992 0.096915000000000015 -0.095854999999999996 -0.096559999999999993 67.254468591300011 0.088145000000000015 0.086375000000000021 -0.089569999999999997 86.393602021950016 0.088350000000000026 -0.084729999999999986 42.409092016550012 42.243697547450004 -0.02903 61.998532946250002 42.498713093000006 42.684965421050009 42.720329370750001 42.409092016550012 42.580420142950011 -0.15544999999999998 1.0000000180025095e-35 61.982402197500001 -0.18437499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 26 7 8 9 10 14 12 13 -10 15 -6 20 18 -18 -20 -8 -19 25 -24 -12 -23 -4 -28 -29 -30
right_child=2 -3 4 -5 6 -7 16 -9 11 -11 24 -13 -14 -15 -16 -17 17 21 19 -21 -22 22 23 -25 -26 -27 27 28 29 -31
leaf_value=0.00061125947233303928 0.017461789139323794 0.028226628211604501 0.034925928721506953 -0.075028548813119919 -0.068703176227691828 0.08768884270499902 0.070952862687039722 -0.12247168246184958 -0.1138702178513179 0.11245873395567703 0.0028056327674052597 -0.11667971250269467 0.037903594204716944 0.026458074502922951 0.065091972162406281 0.044713886771358118 0.006662981948023625 0.050346070388996522 -0.13928534626714589 -0.031230071533421173 0.0036668864602593027 -0.012399247598153279 0.065924183843915685 -0.00014558531942236841 -0.089489499154842278 -0.090167976876146569 -0.10516384541000862 0.074274689677478273 -0.026788010202075576 0.027810312121007652
leaf_weight=106.59382818681297 0.73656144783126354 2.8824026433867393 2.9903758187501799 1.0014235932949294 1.4413617345271625 0.68534226868359738 1.9348844373598684 0.9321503642859178 1.5559036028280386 0.73849977133795608 0.81102490578632602 1.0270507819950578 1.5511211311677469 1.1657507888739869 1.9744934309273956 1.6056767394766209 1.8022596154842276 1.915393650058834 0.9509185497881848 1.102106055273907 2.5424726364435628 2.3663202032330477 1.3600400816067146 16.149041450569712 1.418861159661901 0.99248906313732721 0.68046648879680915 0.67091352125862602 2.9756021536268222 1.901041146265926
leaf_count=2539 40 36 86 99 25 20 12 35 46 8 8 35 12 18 24 17 38 31 33 32 31 28 64 519 191 39 117 13 190 247
internal_value=-3.01327e-05 0.00133835 -0.00265942 -0.035831 -0.0016158 0.0117095 -0.00452662 -0.0184143 -0.0111156 0.00746523 -0.00322753 -0.0391278 -0.0204866 -0.0537642 0.0201719 -0.00893657 0.00182089 -0.00337667 -0.0401681 -0.081279 0.0327444 0.00284901 -0.00151059 0.00498647 -0.0559211 -0.035379 0.00606083 -0.0077987 0.00414416 -0.00550418
internal_weight=166.456 109.476 56.9795 1.73799 55.2416 9.90374 45.3378 14.2219 13.2897 7.98992 7.25142 5.29983 4.27278 2.72165 5.02153 3.04704 31.1159 26.6386 3.85528 2.05302 4.47736 22.7833 20.8679 17.5091 2.22989 3.35881 9.2184 6.22802 5.54756 4.87664
internal_count=4633 2575 2058 139 1919 673 1246 419 384 273 265 111 76 64 66 42 827 784 103 65 43 681 650 583 199 67 653 567 450 437
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=0
split_feature=0 0 0 4 1 3 4 1 4 3 4 4 2 4 2 2 0 2 4 2 1 2 4 0 2 3 2 2 4 4
split_gain=0.0703441 0.608187 0.451118 0.792154 0.286856 1.20071 0.317358 0.903377 0.615461 0.651339 0.623744 0.287905 0.370994 0.595722 0.425298 0.422257 0.520085 0.403344 0.378109 0.366935 0.298981 0.486912 0.46368 0.482551 0.296198 0.262106 0.309484 0.333647 0.63241 0.533583
threshold=87.261973998100004 86.904409066750006 87.727077254650013 41.444941515100005 63.910026677050006 0.080545000000000019 39.427119987250002 61.982402197500001 40.165165956550005 0.091290000000000024 40.518963363600001 40.94178426300001 -0.0025899999999999999 41.362929270750008 -0.020814999999999997 -0.057599999999999998 86.345209775600011 -0.066979999999999998 41.835830569250014 -0.080234999999999987 62.132955852800002 -0.082654999999999992 41.32819714970001 85.823648898300021 -0.124155 0.07771500000000002 -0.124155 -0.099379999999999996 43.968221017800005 43.067541470150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 6 -6 7 -1 9 -8 -10 19 14 -14 15 17 18 20 -17 24 22 -22 23 -13 -12 -24 -27 -28 29 -29
right_child=2 -3 -4 -5 5 -7 8 -9 10 -11 11 12 13 -15 -16 16 -18 -19 -20 -21 21 -23 25 -25 -26 26 27 28 -30 -31
leaf_value=-0.00023648992096103277 0.082030375354841589 -0.043948840586845138 0.0003526298579115269 -0.0096597513657415649 0.0349494957752031 -0.1093687005766765 -0.077757336946254085 0.083165653973744855 0.040011490511274915 -0.0083879477771990878 -0.02196020489126892 0.010771034166760363 0.012661910818054732 -0.093241683701007202 0.052449470724587582 -0.12739949805480033 0.014427411194243117 0.042493646429059402 -0.029083749378133295 0.0051472907341240199 -0.047952527261588121 0.026622194720843251 -0.0086218659415877776 -0.05939695696049449 -0.089079142036007475 0.046660730406429436 -0.028500033729830416 0.016501987359971042 0.066687539516998004 -0.032657520399299027
leaf_weight=5.0106342559620307 1.8635389115661376 3.3554309627506873 89.271355114475796 1.9059254275180135 1.1892271955498466 1.1189040350072899 2.0363789382390669 1.7531097167520782 3.9835196964559136 4.0365653438493609 1.6695476258173587 1.8040585989365312 1.082394926110289 1.0429623370418992 1.7041273274153343 0.71821493282914095 1.1568011119961736 2.5633973702788344 0.8590619238675572 2.3916267166787284 2.7500358615070581 1.2844488006085146 6.3103492239333745 2.1458707882557064 1.0846418631263075 2.6353107737377242 2.0038549641612908 11.918610612759961 2.0510965501889578 2.7099645113339639
leaf_count=221 28 41 3011 40 54 109 32 36 32 30 90 26 23 147 42 10 9 20 32 21 36 27 188 25 11 46 29 161 14 42
internal_value=-3.52843e-05 -0.00237352 0.00178347 0.0356698 -0.00035217 -0.0350111 0.000847072 0.0213807 -0.00146987 -0.0316489 0.00193232 -0.00110838 0.001468 -0.0393075 0.00350161 0.00146271 -0.0365005 0.00418148 -0.0738519 -0.0235088 0.00142385 -0.0242104 0.00469882 -0.027349 -0.0483927 0.00928045 0.0145795 0.0100545 0.0146863 0.00739512
internal_weight=165.411 72.3701 93.0408 3.76946 69.0147 2.30813 66.7066 6.76374 59.9428 6.07294 53.8699 49.8864 44.7406 2.12536 42.6152 40.9111 2.73408 38.177 1.57728 5.14582 35.6136 4.03448 31.5791 3.94993 2.75419 27.6292 21.3188 18.6835 16.6797 14.6286
internal_count=4633 1554 3079 68 1513 163 1350 257 1093 62 1031 999 877 170 707 665 51 614 42 122 594 63 531 51 101 480 292 246 217 203
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=0
split_feature=2 0 3 1 0 2 2 1 0 0 0 3 3 3 4 1 3 1 3 4 4 3 3 3 2 1 3 4 0 1
split_gain=0.0677237 0.414304 0.510493 0.490053 1.05135 0.640755 0.599975 0.450476 0.311881 1.11385 0.569468 0.698411 0.467381 1.34942 0.578987 0.649427 1.0867 0.620029 0.592635 0.531485 0.7026 0.631229 1.0047 0.967073 0.642713 0.630267 0.401685 0.386228 0.385686 1.31968
threshold=-0.093604999999999994 102.21786657775002 0.079745000000000024 62.00390986255001 85.931187223550012 -0.095074999999999993 -0.10771499999999999 62.041548276350007 86.264556031700025 86.393602021950016 85.769879735700016 0.080545000000000019 0.083555000000000032 0.084365000000000009 37.688226470200007 67.254468591300011 0.076615000000000016 72.04530097975001 -0.22831499999999999 36.558960102350007 38.238138001450004 0.093955000000000025 0.10336500000000003 0.09117500000000002 -0.14314999999999997 67.923894665750012 -0.11223 41.11191809080001 93.910530954700008 72.327589083450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -5 10 -10 11 -9 14 -14 -11 26 17 18 -17 25 -21 23 24 28 -23 -15 -16 -24 -22 -30
right_child=-2 2 -4 7 -6 -7 -8 8 9 12 -12 -13 13 19 15 16 -18 -19 -20 20 21 22 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0049110194538761458 -0.0014682700704043039 -0.0057401045604823057 -0.10485973969047045 0.060238890824415615 -0.075050931282811317 0.11061568794205737 -0.08468962725657031 0.047558506656171395 -0.12178667462678379 -0.075361016236908718 0.055025202954614952 -0.086587469300514086 0.11199709381680407 0.10477268327100031 -0.010661296629650326 -0.11958353750892921 -0.093454817553171574 0.049222114647289018 0.036207420918366158 -0.059239221389574874 0.025053229618861601 -0.0096595916047594512 -0.0036351100515478289 0.074807779684852471 -0.08390233812622451 0.0072853450605504487 0.049430974939300043 0.078284350684203252 -0.071121974471232377 0.036881377795154442
leaf_weight=6.5486819563507197 109.3314022358494 1.5886234119780049 0.77215533363084876 1.6717321097312368 2.2700279840209987 0.50963090360164454 0.8435972137376665 0.78704483343426435 0.68939320184290309 1.251879956704214 3.2503938814625144 0.76569202034443151 1.325096189975741 1.1859658211469679 1.9500805265270171 0.56060126097872853 1.6750527668154971 1.5704897121977408 0.43259964731987599 1.6670303611463193 5.5554013524670172 2.6772871770663187 1.1190187314350626 2.6955572306178501 2.0656875646673134 1.5044333692567304 2.5894350819289667 1.1849977509118614 2.1481783869676292 2.3900707487482578
leaf_count=422 2419 369 264 39 41 2 29 41 8 49 33 88 10 13 16 37 211 80 28 41 43 73 33 32 28 38 35 20 72 19
internal_value=-2.62788e-05 0.00282742 -0.0381598 0.00465708 -0.0150687 0.00216276 -0.00531409 0.00935469 0.00728203 0.00410835 0.0312265 -0.0185921 0.00654981 0.0137385 -0.0117396 -0.0026664 -0.0308144 0.0101133 -0.0517271 0.00835678 0.00311412 0.00835429 -0.0156774 0.021596 -0.0419942 0.0502591 0.0236166 0.0384976 0.00738555 -0.014242
internal_weight=164.577 55.2458 2.36078 52.8851 10.1719 7.90191 7.39228 42.7131 41.0414 36.2383 4.80313 1.55274 35.5489 25.5187 10.0301 8.77826 4.23874 2.56369 0.993201 24.1936 21.5032 19.8362 7.04699 12.7892 4.74297 2.6904 4.53952 2.30402 10.0937 4.53825
internal_count=4633 2214 633 1581 494 453 451 1087 1048 886 162 129 878 422 456 407 356 145 65 412 361 320 154 166 101 51 51 53 134 91
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=0
split_feature=4 0 4 2 0 1 2 2 2 4 3 1 3 4 4 4 3 0 1 4 4 2 2 4 3 3 3 2 0 4
split_gain=0.0661462 0.225651 0.567883 0.518973 0.434638 0.386369 0.496227 1.174 0.912984 0.564693 0.37706 0.312902 1.11953 0.599911 0.824506 0.592367 0.242254 0.282073 0.758791 0.251921 0.977838 0.940049 0.570883 0.336572 0.591872 0.480565 1.0843 0.515241 0.495911 0.387186
threshold=42.081757894750005 86.393602021950016 42.431220712750012 -0.09715 86.420486603250012 61.944763783650011 -0.089569999999999997 -0.082275000000000001 -0.124155 43.847983878700006 1.0000000180025095e-35 64.294476189700006 0.082535000000000011 43.477771593600004 42.91168285345001 42.686561923500008 -0.25420999999999999 86.780739992750014 62.111448187750007 43.022303514600004 42.686561923500008 -0.020814999999999997 -0.099379999999999996 43.663128814500006 0.085345000000000018 0.087935000000000027 0.082685000000000022 -0.11334499999999999 88.122280599850015 47.74983977685001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 8 -8 10 -9 -4 12 -7 14 15 -14 -6 18 -18 20 -19 22 -22 24 -21 26 -25 -28 -27 -30
right_child=1 4 5 -5 16 11 7 9 -10 -11 -12 -13 13 -15 -16 -17 17 19 -20 23 21 -23 -24 25 -26 28 27 -29 29 -31
leaf_value=0.0014209076017709611 0.026752246253219772 0.092800081334418166 -0.010025024154332925 -0.11834850750488764 -0.06362774529004088 -0.11833349318338063 0.088678796246169228 -0.11707095491499378 -0.13604553087481222 0.061494841251765256 0.072861851193224011 0.03262486915619172 -0.058606021930507235 0.02704944719562645 -0.086007345860334122 0.02739958981910233 -0.002636920897549154 0.0016765075793611921 0.10030015745334711 0.044844562240873166 -0.02023071055438266 0.039384619941371719 -0.12889291920637752 0.0031721842803707082 -0.0099163630023755712 0.1041748746159909 0.01750149959841692 -0.10955893445905569 -0.032859038922552146 0.051833961694939659
leaf_weight=108.14198191910123 0.34197079390287399 0.51485268026590247 2.4882642084412518 0.88286448183316923 0.58373782790294981 1.1329777077771703 1.8542509004473688 0.52448623673808725 0.5082465917803346 0.26738463815308933 0.70414192235330109 1.0378182551721682 1.238986090931576 2.6243649637326598 1.8184213732747592 2.2644867666531354 2.3404096302110697 11.536717744607811 1.0318195950239895 4.6407161986862793 0.70730444635592049 0.68506679397614689 1.5279696708312258 5.7999541332937934 3.4343861979518806 0.67856814002152566 0.4027405813030781 1.5375862065284307 1.1692805940947439 1.0026609281321723
leaf_count=2575 9 13 134 52 40 51 11 67 12 39 14 97 39 26 46 23 16 213 60 70 28 18 40 596 70 6 13 105 112 38
internal_value=-1.75276e-05 -0.00283135 -0.0121453 -0.0778368 0.00155107 -0.00725819 0.0120831 0.0451504 -0.0115613 -0.0567761 0.00825715 -0.0193917 -0.0253375 -0.0120781 -0.031373 -0.00301588 0.00028405 0.00130631 0.0288593 -0.00149884 -0.0114084 -0.0630997 -0.0945091 0.00617625 0.0215544 -0.00554907 -0.018476 -0.0831859 0.0295527 0.00623887
internal_weight=163.424 55.2824 17.6887 1.22484 37.5938 16.4638 6.34677 2.64612 3.70065 0.791871 3.19241 10.1171 9.07924 7.94626 5.32189 3.50347 37.0789 36.4952 3.37223 33.123 14.4571 2.92034 2.23527 18.6659 8.0751 10.5908 7.74028 1.94033 2.85051 2.17194
internal_count=4633 2058 620 61 1438 559 277 117 160 106 148 282 185 134 108 62 1425 1385 76 1309 299 86 68 1010 140 870 714 118 156 150
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=0
split_feature=3 3 2 3 4 4 2 2 1 0 4 0 3 4 1 0 3 3 4 0 0 4 1 0 2 4 1 2 3 3
split_gain=0.0598711 0.369727 0.43419 0.298901 0.72835 0.280991 0.261779 0.451622 0.271285 0.466462 0.255019 0.253607 0.246979 0.313584 0.243948 0.504595 0.294259 0.513259 0.273517 0.236971 0.307855 0.18146 1.01329 0.257243 0.201841 0.194926 0.41265 0.265932 0.332666 0.377355
threshold=-0.10696499999999999 -0.12193999999999999 -0.24150999999999997 1.0000000180025095e-35 41.909642283050012 40.250747516500006 0.034600000000000013 0.26056000000000007 71.658163008950012 93.72771580185001 38.751720283100006 90.189704902150012 0.072890000000000024 41.559097512700014 62.009286778800011 85.705356740550016 -0.093130000000000004 -0.067414999999999989 38.060777288450005 101.11291028615001 104.61328277200001 40.21994457600001 68.20618276945001 83.479313408550013 -0.13734499999999997 41.835830569250014 62.014663695050011 -0.22754499999999997 -0.25098999999999999 -0.53179999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 14 10 8 -8 9 21 11 -3 13 -5 15 18 -16 -18 -2 -10 -21 22 23 24 -4 26 -23 28 29 -27
right_child=3 5 6 12 -6 -7 7 -9 19 -11 -12 -13 -14 -15 16 -17 17 -19 -20 20 -22 25 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.10258467078604337 0.040646501561958683 0.086761456796713363 -0.10124247391063533 -0.019435163132627054 -0.10656768478294816 -0.017702839276289739 -0.087999602713003805 0.012311089230073192 0.059281366812794556 -0.074193535747838851 0.10321638289926682 -0.051283389673285031 -0.000190117784333769 0.068385991232221402 0.028338851578823224 0.10380551208993566 -0.011218738972705837 -0.098493015427765798 -0.1189820215765689 -0.080567431002527418 0.029639922280178067 0.070416588199897615 0.083676524255455936 -0.11319717984240721 0.10200134563177117 0.039268146993268818 0.0064228551455343319 -0.028863926662624731 0.049951330416336426 -0.071045035139510535
leaf_weight=0.39821434332953387 0.20617523707914998 0.25748955440940224 0.086031993966571463 0.62913761778327071 0.86997110833908653 0.49499659753928416 0.81676362908228728 0.9963364801624266 1.6722433297873061 0.78012413246324364 0.87211230676621199 0.27544480168944574 134.27949706771415 1.1494150223443282 1.1017962381883983 0.52227188972756267 3.1222661919405255 0.85930717690325842 0.2239187501691049 0.33210894814692427 1.0704392418519999 1.4120426945155466 0.53817775472998619 0.77733004314359277 0.11309599131345816 0.5745991297299069 3.5184035263955593 2.2375975876711864 1.4685711571946738 0.67364079723483905
leaf_count=133 26 32 68 19 140 37 158 55 49 27 7 15 3370 33 16 4 42 54 18 16 80 73 5 24 2 12 27 37 22 32
internal_value=-2.30802e-05 0.00519494 0.000637597 -0.000729909 -0.0210258 0.0470873 0.00304595 -0.0328768 0.00731563 0.000615145 0.0699128 0.0154136 0.000300222 0.0373205 -0.00869609 0.0377509 -0.0173979 -0.0300544 -0.0424605 0.0338571 0.00354396 0.00573468 -0.0264967 -0.087219 0.0141911 0.0106734 0.0247502 -0.00333524 0.0176905 -0.0202648
internal_weight=162.33 19.3658 17.4657 142.964 6.90571 1.90004 17.0675 1.8131 15.2544 12.1796 1.40505 0.532934 136.058 1.77855 6.03574 0.952366 5.08337 3.98157 0.430094 3.07479 1.40255 11.3995 1.51464 0.976458 0.199128 9.88485 4.93045 4.95441 2.71681 1.24824
internal_count=4633 911 820 3722 300 91 687 213 474 329 54 47 3422 52 160 48 112 96 44 145 96 302 99 94 70 203 100 103 66 44
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=0
split_feature=4 4 0 1 4 2 3 1 0 3 1 3 2 1 2 0 3 0 0 3 1 4 3 3 3 2 4 2 3 2
split_gain=0.0650795 0.226089 0.20655 0.279384 0.331679 0.212125 0.164372 0.163775 0.166688 0.210562 0.140168 0.243799 0.254856 0.137942 0.356472 0.194352 0.416142 0.185168 0.249402 0.195825 0.108425 0.583653 0.0929597 0.332773 0.256209 0.430383 0.835388 0.355318 0.32777 0.301066
threshold=49.064150740050003 48.823707093150006 71.144667506050013 55.855406118200008 49.960114208400007 -0.23353499999999996 -1.0000000180025095e-35 87.143681840350013 104.22883325935001 0.074735000000000024 55.887667615750004 0.10487000000000003 0.11061500000000003 58.309968391300011 -0.23381499999999997 82.605564516150011 0.099855000000000027 74.045513828800011 78.099708689550013 -0.24212500000000001 61.546871980350012 38.060777288450005 -0.093130000000000004 -0.086715 -0.22831499999999999 -0.080234999999999987 37.765550062200006 -0.10434500000000001 -0.21029499999999998 0.25783500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 -4 -5 -6 -3 -7 -9 -10 11 12 -1 14 -12 16 -15 -16 19 -19 21 -17 24 -24 -22 27 -27 28 -26 -28
right_child=2 6 3 4 5 7 -8 8 9 -11 13 -13 -14 15 17 20 -18 18 -20 -21 22 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=-0.10592793270435699 -0.10970540222543079 -0.0021184315817103648 0.047893422857696315 -0.092821126551824118 0.094456536478773279 -0.10319601438893776 0.058526112801039192 0.087165795656337183 0.03706887382907216 -0.1020602606716825 -0.060818883287044205 0.1018059684104099 0.075517045317982118 -0.10496967702783173 0.098167550872413481 0.063607689744892074 0.021983157972002797 0.048421661712011538 0.064896017277413495 -0.10486256117976478 -0.00242439972999383 -0.086340982901320515 -0.052783574068454159 -0.00019359518442184075 0.075546589888403237 0.090639185679356971 -0.047583664675007895 0.097611867855111223 -0.013835713365539829 0.024017945429594761
leaf_weight=0.43605651018287872 0.21568768657743875 0.73526371037587535 0.64941700454801354 0.54753892638109369 0.20587788550983577 0.1804527628155479 1.1397172684955863 0.17660222109407187 0.23274315866001416 0.20423238922194287 0.36186172822272045 0.093018371611833572 0.09412031527608633 0.53350443094586697 0.51570328917296027 0.41103377938270458 0.50035971772740595 0.13911820854991663 0.54903679463313892 0.20788336213445302 10.377538433283009 0.7044706771557685 1.2140445544910097 134.8341530766304 0.71190554150052776 0.79332080047970466 1.9255018779513196 1.0771665467837008 0.96828247664416289 0.84492572889575956
leaf_count=195 16 20 10 67 8 125 27 18 18 83 34 2 2 284 22 12 32 8 17 36 335 41 32 2996 18 21 41 18 65 30
internal_value=-2.21772e-05 0.000224903 -0.0163233 -0.00715505 -0.0302572 0.00400206 0.0347447 -0.0194512 0.00517814 -0.0279569 -0.000186583 -0.0475181 -0.0737167 1.69025e-06 0.0277315 -0.000315824 -0.0435283 0.050429 0.0229538 -0.0434086 -2.5462e-05 -0.0310889 0.000201393 -0.000662889 0.00724292 0.0231141 0.000161879 0.0527786 0.0240361 -0.0257466
internal_weight=161.581 159.168 2.41255 2.19686 1.54745 0.999908 1.87498 0.794031 0.613578 0.436976 157.293 0.623195 0.530177 156.67 1.7736 154.896 1.03386 1.41174 0.896038 0.347002 153.862 1.1155 152.747 136.048 16.6986 6.3211 3.56375 2.75735 1.68019 2.77043
internal_count=4633 4288 345 329 319 252 47 244 119 101 4241 199 197 4042 117 3925 316 83 61 44 3609 53 3556 3028 528 193 92 101 83 71
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=0
split_feature=4 3 2 1 1 4 4 3 0 3 3 4 3 3 3 2 3 4 3 2 4 1 1 1 3 3 0 3 3 4
split_gain=0.0621684 0.232255 0.183383 0.167818 0.199453 0.123279 0.351829 0.281078 0.244874 0.332131 0.237809 0.251305 0.227325 0.224238 0.362416 0.12259 0.0972229 0.549528 0.153961 0.404751 0.194692 0.223363 0.118894 0.676759 0.461593 0.442569 0.336415 0.489153 0.771488 0.286941
threshold=49.292797572200008 -0.25098999999999999 -0.23265499999999997 87.143681840350013 90.679004281900021 47.927946529500012 45.921757303800007 0.074735000000000024 105.93331571405001 -0.249005 -0.23921499999999998 48.393869453650005 -0.15544999999999998 0.087935000000000027 0.076130000000000017 -0.57291499999999995 -0.42796999999999996 35.887362732750006 -0.26568999999999993 -0.033594999999999993 41.243661560350013 61.966271448700006 74.757955233350017 73.007768990450018 -0.222165 -0.029845 97.886760529650019 0.082535000000000011 0.08919500000000001 44.578137159850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 16 8 9 -8 -7 -12 -13 14 -14 -9 17 -1 19 20 21 -18 23 29 -24 -25 27 -26 -29 -20
right_child=1 2 3 4 -6 10 7 15 -10 -11 11 12 13 -15 -16 -17 18 -19 22 -21 -22 -23 24 25 26 -27 -28 28 -30 -31
leaf_value=0.058294237114505765 -0.10685774411508385 0.04404131724014608 -0.10634139318355854 0.026960100294021405 -0.10165760491379566 -0.027181100346502743 0.071958045173867016 -0.020472474430062837 0.069075559704664044 -0.10487254777953428 0.080693069113250748 0.065624525168056808 -0.088927443308017717 0.051905199598104024 0.014396529936617303 -0.11456264294317529 0.010714417666692497 -0.086098450126971413 -8.6687153719892194e-05 0.093766853878542097 0.023909545477996508 -0.10736763006017172 0.060442980230229204 0.030274022777569395 -0.015113334436724741 -0.11458843962242043 -0.0053210302189035724 0.086612482080932418 0.011550722848118443 -0.040966198014267763
leaf_weight=0.43412927572853621 0.25618965228022705 0.51511881440819696 0.22177672042562235 0.47913975152187049 0.16111240275768068 0.96788273646961887 0.15614931254822295 0.18305921192222741 0.2792608360396116 0.33216448112579999 0.73705557070206795 0.66638798487838391 0.52392515307292364 0.56738102444796812 0.9642490015248768 0.56853981194944936 0.3527010079542382 0.67088531198487544 117.48540051266946 0.63714600066486937 1.3399931455060139 0.29349586789794557 1.4627653700354155 0.28082606964744627 3.1168090697101452 0.84692324779461958 18.002740239602531 1.9093704272963803 4.8407567582908086 1.7425126481284667
leaf_count=51 19 26 136 68 65 30 15 9 15 53 30 10 32 12 33 70 22 92 2058 42 17 52 92 16 37 52 1179 41 69 190
internal_value=-1.8636e-05 -0.0194289 -0.00316464 -0.0313733 -0.00540513 0.000180304 -0.000289832 -0.0481773 -0.00561331 -0.048327 0.0166345 0.0288948 0.0148688 -0.00158568 -0.0219796 -0.0916461 0.000184363 -0.0293706 0.000398784 0.024415 0.0021678 -0.0429172 -2.21095e-05 -0.00141343 0.00568671 -0.0785156 0.00281277 0.0176533 0.032783 -0.00068414
internal_weight=160.996 1.63334 1.37715 0.862029 0.640252 159.363 154.936 1.51917 0.767575 0.488314 4.42688 3.459 2.72194 2.05556 1.48817 0.751599 153.416 1.10501 152.311 2.62334 1.98619 0.646197 149.688 120.356 29.3324 1.12775 27.8697 9.86694 6.75013 119.228
internal_count=4633 314 295 269 133 4319 4172 162 83 68 147 117 87 77 65 79 4010 143 3867 133 91 74 3734 2316 1418 68 1326 147 110 2248
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=0
split_feature=3 3 2 3 2 1 1 0 0 3 4 1 1 3 0 1 3 1 0 3 3 3 2 2 2 1 1 3 2 1
split_gain=0.0612909 0.459646 0.744915 0.338894 0.49329 0.324006 1.02938 0.35396 0.309759 1.1889 0.981295 1.00515 0.93933 0.49722 0.488168 0.595762 0.993911 0.901215 0.514855 0.527277 0.494398 0.457079 0.552714 0.618529 1.13349 0.580382 0.486737 1.36617 0.517238 0.427627
threshold=0.091510000000000022 0.09117500000000002 -0.05953 0.092185000000000031 -0.078504999999999991 65.765062787050013 66.439865777750015 88.350799540950007 87.261973998100004 0.08846500000000003 41.444941515100005 61.923256118600001 62.079186690200011 0.090465000000000031 86.474255765850003 62.111448187750007 0.072890000000000024 62.132955852800002 86.09518316945001 0.08759500000000002 0.082025000000000028 0.083395000000000011 -0.043559999999999995 -0.082654999999999992 -0.086139999999999994 62.165217350350012 61.93938686740001 0.070640000000000022 -0.11963999999999998 62.425997789000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 -2 7 -7 -5 9 14 -11 -12 -10 29 18 16 -16 -17 19 21 -20 26 23 24 25 -23 27 28 -1 -14
right_child=3 2 -4 5 -6 6 -8 -9 12 10 11 -13 13 -15 15 17 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0036841796871092732 0.05338581291589245 -0.0069394858847242535 -0.12884390412725058 0.0026134606435879179 -0.015060921104985733 -0.12675071689107403 -0.0052912793647353915 0.033710386070593838 0.072457967158865169 -0.1343639378208058 0.046245524746216862 -0.069785726885588262 -0.041792052602191043 0.044411878620375891 0.012236571703940735 0.056295341190091247 -0.080104492378564707 -0.038183101412204996 -0.0092652837508348206 0.079552853249928876 0.042911340964095115 -0.1108456865326172 0.028063464917737882 -0.138671516503965 0.11042878250087951 0.042005279517713809 -0.018211599542423264 0.095008329551281495 -0.10274061064105518 0.0015587148058957153
leaf_weight=2.9081995697592857 2.9117918479532818 1.5776409703412357 0.73470370861832535 34.021731384535087 1.6493334663919075 0.72118253272492694 21.492950074803957 4.1016106791794291 1.943737638182937 1.180576495360582 1.1691542648477482 2.0656323541770689 2.3861011713743201 2.5949809909870956 1.9023787528276423 1.9543919786810873 3.0097503531724215 2.0885882370057516 2.6583905309671518 0.71297244630841383 5.7312652245163918 1.0724283332237976 0.88523624527442812 0.76902363268891361 0.42892977595329296 0.3233043408836237 5.9484340952690218 1.771537718017498 0.54174226012492299 49.077579847460129
leaf_count=269 28 26 46 415 39 13 693 53 24 30 18 46 22 39 12 62 44 18 27 17 58 25 33 16 2 65 244 42 125 2082
internal_value=-1.87687e-05 -0.00163106 -0.0456723 0.00235219 0.028635 0.000365374 -0.00923446 0.00595911 -0.000537484 -0.00762131 -0.0563284 -0.0278484 0.00415813 0.00170233 -0.00104589 -0.0209424 -0.0443425 0.00748814 0.00645577 -0.00442471 0.0263784 -0.00851197 -0.0401637 -0.0634499 -0.0317469 -0.0754396 0.00134609 0.0236267 -0.0130276 -0.000451233
internal_weight=160.335 95.4367 2.31234 64.8986 4.56113 60.3375 22.2141 38.1233 93.1243 37.1219 4.41536 3.23479 56.0024 54.0587 32.7066 8.95511 4.91213 4.04298 23.7515 15.3618 8.38966 14.6488 3.47892 2.59369 1.82466 1.39573 11.1699 5.22148 3.44994 51.4637
internal_count=4633 3392 72 1241 67 1174 706 468 3320 1153 94 64 2167 2143 1059 136 56 80 923 838 85 821 141 108 92 90 680 436 394 2104
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=0
split_feature=4 0 0 4 1 1 2 2 4 0 2 0 2 2 2 1 2 1 2 4 4 4 2 3 2 4 2 3 2 2
split_gain=0.0598918 0.203632 0.185 0.525638 0.321925 1.09715 0.759605 0.291275 0.241378 0.331072 0.222668 0.221982 0.187943 0.262716 0.193837 0.535232 0.628724 0.328166 0.379991 0.243745 1.86959 0.824792 0.527876 0.39929 0.378834 0.832135 0.502191 0.405832 0.511769 0.504191
threshold=42.154118731400011 103.57284947555002 86.393602021950016 42.431220712750012 62.116825104000007 62.186725015400008 -0.11534 -0.23168999999999998 48.109449608500007 84.546631286350006 -0.096559999999999993 86.474255765850003 0.15915000000000004 0.24901000000000004 -0.022394999999999998 62.132955852800002 -0.011849999999999999 70.348883899450016 0.059500000000000011 42.686561923500008 43.022303514600004 42.654057868200006 -0.11051999999999999 0.083905000000000021 -0.096559999999999993 43.084051236300006 -0.093604999999999994 0.081515000000000018 -0.14314999999999997 -0.13006999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 -5 -6 7 8 9 -7 -2 -4 14 -14 19 -16 -17 -18 -19 21 22 23 -21 -13 27 -26 -27 29 -29 -22
right_child=2 -3 11 4 5 6 -8 -9 -10 -11 -12 12 13 -15 15 16 17 18 -20 20 24 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0017947343030899243 -0.019090316343133185 -0.038803413003333335 0.037468765087883479 -0.001046744905818475 -0.1419826826322651 0.085739603125872574 -0.1130676643977932 0.10181644234488446 0.063618489775815606 -0.12332289849915312 -0.12093992940679113 -0.040122050928115244 0.080322842382073226 -0.017204774460525277 0.097317897101410922 -0.11758540072596646 0.042707846281818743 -0.10562643749461492 -0.013615438368597743 -0.016990975492190901 -0.0079476399450553407 0.098647486905737922 -0.12341692058453846 0.015347715486972561 0.107150739947611 0.076958064239123547 0.0011003003948848607 -0.014831890004180738 -0.11893063803402837 0.10267899593117735
leaf_weight=106.52137453349997 0.33432038407772779 1.2499725786167335 1.6143470272800176 12.959004755410204 0.74048306560143773 0.11171848699450493 0.4050384686561298 0.51818484487012029 0.32821023464202881 0.23525959905236959 0.59969414398165355 1.6271457822476785 0.65998804211267159 0.47498708962666569 0.37084390781820076 0.66846064454875875 0.84018344516516652 0.52165574176979168 3.2156607143706424 0.66798807050327047 2.8507986125368907 1.0427562599070359 1.5416933330598137 6.4094768161667162 0.96013953257352014 0.97791810892522235 8.1116795619454916 1.5143457489962204 0.68628595593509079 0.48157300351886112
leaf_count=1969 11 640 20 421 23 66 34 7 3 5 36 38 23 32 3 17 17 82 104 20 475 62 51 91 6 18 189 64 96 10
internal_value=-1.63731e-05 0.00132386 -0.00282266 -0.0116561 -0.00720959 -0.0413558 0.00526086 0.0454223 0.00214169 -0.0560099 -0.084484 0.00124636 -0.000492763 0.0395075 -0.00189016 -0.0187851 -0.0269926 -0.0137632 -0.0264584 0.00164127 -0.00516219 0.0149737 -0.0912443 0.00411695 0.00704452 0.0186138 0.00926157 -0.013969 -0.047296 0.00803941
internal_weight=159.241 107.771 51.4698 16.2319 15.2979 2.33889 1.59841 1.19337 0.675188 0.346978 0.934015 35.2379 33.6236 1.13498 32.4886 5.6168 5.24596 4.5775 3.73732 26.8718 17.7924 9.07938 2.20968 8.03662 15.5827 10.0497 9.0896 5.533 2.20063 3.33237
internal_count=4633 2609 2024 606 559 138 115 81 74 71 47 1418 1398 55 1343 223 220 203 186 1120 929 191 71 129 858 213 207 645 160 485
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=0
split_feature=2 0 2 0 0 2 3 3 4 1 4 2 2 3 4 4 1 0 4 0 4 0 3 3 0 3 2 2 0 0
split_gain=0.0596285 0.317151 1.0037 0.599554 0.414157 0.328453 0.3085 0.631356 1.23586 1.07182 0.641326 0.571176 0.694263 0.551508 0.443719 1.05853 0.936646 0.987082 0.72154 0.712939 0.707067 0.699448 0.687339 0.883969 1.13011 0.568218 0.556536 0.552741 0.463671 0.438816
threshold=-0.06828999999999999 86.264556031700025 -0.068964999999999985 86.393602021950016 86.09518316945001 -0.086800000000000002 0.083555000000000032 -0.078164999999999998 42.684965421050009 69.873026810350026 45.044778924400006 -0.122095 -0.082654999999999992 0.084565000000000015 41.243661560350013 41.835830569250014 75.28220456885002 94.300357383600002 41.11191809080001 96.741477366050006 41.641174900500005 100.19345760555002 0.08729000000000002 0.098510000000000028 89.711159354950013 0.10385500000000002 -0.117885 -0.083834999999999993 89.057864029250013 88.350799540950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 7 -5 11 -10 -11 -9 -13 -8 18 20 17 27 22 -19 29 -18 26 -24 -25 -26 -15 28 -17 -16
right_child=-2 2 -4 6 5 -7 13 8 9 10 -12 12 -14 14 15 16 21 19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0014508335067774645 0.0024982115276833451 -0.051271451224482234 -0.13178978241730543 0.0065210020753310397 0.008919619023255906 0.057521378227998105 0.043903572588763345 -0.12613319496350861 0.056411009885159347 -0.10879837365542916 0.0026626711806692917 -0.014587641591426254 -0.098258054436983405 -0.0048666086819670563 -0.075468491021567496 0.00086452892450060545 0.082779912104267592 -0.11049804201705665 0.06796364359233735 -0.015342419913798406 -0.12581696822583271 -0.0052745474410880342 0.02362168593024426 0.02009954328129876 -0.12514877050808587 -0.033048211894575248 -0.12413227812230028 -0.034417611736512498 0.05532154133100467 -0.0052942143539880353
leaf_weight=25.69549811804109 58.963599861915668 2.5994533970952025 0.62205245046788959 8.5820952449994365 2.9949933532625437 2.5955310426652423 2.9475553316151482 1.1291013672566803 2.270073614345165 0.86321063927607644 1.2841890571453403 2.6357624698830477 1.5898946683628308 0.84925732085594063 1.4496330581605463 4.8406015601940453 2.1216432105866256 1.4950865306309418 1.9077705643139768 1.6633948129019698 1.030683865152241 1.5693719891869475 12.798130591071187 2.9105414040386668 1.0929533155022002 1.7304740567396946 0.7254987226351719 2.7331334948539752 2.3094814755022526 2.3127869740274036
leaf_count=836 1603 20 13 330 20 35 36 156 85 156 269 45 31 42 29 43 21 91 23 24 29 115 243 29 52 112 34 37 32 42
internal_value=-2.09701e-05 -0.00151609 -0.00534669 -0.00418043 0.0068175 0.0314841 -0.00229261 -0.01327 -0.0306507 0.00850273 -0.0421424 -0.0629509 -0.0460685 0.00204148 -0.000792461 -0.0110015 0.000867048 -0.0117196 0.00918986 -0.0603849 -0.0524344 0.0453403 0.00361331 0.00900293 -0.0236259 -0.0687005 -0.059813 0.00383286 0.0184542 -0.0323319
internal_weight=158.313 99.3499 68.0638 67.4418 31.286 5.59052 64.8423 18.3543 9.77223 4.41747 2.1474 5.35476 4.22566 46.488 43.5404 21.5258 16.7327 13.0417 22.0146 3.15848 4.7931 3.69102 20.1069 18.5321 5.73397 2.82343 1.57476 9.88322 7.15008 3.76242
internal_count=4633 3030 2139 2126 891 55 2106 1072 742 510 425 232 76 1034 998 463 363 227 535 115 100 136 512 436 193 164 76 112 75 71
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=0
split_feature=4 0 2 2 2 3 3 0 0 4 1 3 3 0 3 2 4 2 1 1 3 3 1 3 2 3 1 2 2 2
split_gain=0.0626371 0.168497 0.171703 0.488993 0.288419 0.151259 0.408401 0.236558 0.14786 0.466509 1.16502 0.28472 0.388569 0.283761 0.888869 0.274373 0.527733 0.485291 0.347595 1.02631 0.2876 0.435078 0.30819 0.537418 0.271823 0.186426 0.288618 0.18114 0.259376 1.22808
threshold=42.154118731400011 103.57284947555002 -0.0025899999999999999 -0.0057149999999999996 -0.18437499999999998 -0.25420999999999999 -0.55393499999999996 94.985914206850012 86.393602021950016 42.686561923500008 61.923256118600001 0.096480000000000024 0.10646500000000002 86.780739992750014 0.08846500000000003 -0.082275000000000001 44.026978245600006 -0.083834999999999993 64.294476189700006 62.025417527550012 0.085910000000000028 0.08326500000000002 61.944763783650011 1.0000000180025095e-35 -0.076544999999999988 0.080545000000000019 64.724629490550015 0.15915000000000004 -0.083834999999999993 -0.08725999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -2 -8 9 10 -7 15 -13 14 -10 17 -17 18 19 20 21 22 23 -11 -12 -20 -27 28 29 -15
right_child=5 2 -4 -5 -6 8 7 -9 13 11 24 12 -14 27 -16 16 -18 -19 25 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017655101905990562 0.021875805251887294 0.026412824716171731 -0.10248657881372158 0.10967638188461595 -0.106212066619485 0.06573344627548687 -0.11294952615263154 0.019146626599816696 0.095840466403658342 -0.013774777033335362 -0.1113811240159184 0.08850341598366096 -0.0084804198370596814 -0.0057422910359152517 -0.01740988596744104 -0.11277709073867302 0.021638848744032626 0.049662333928338125 0.07978855108770494 -0.087980008419925163 -0.030565863107565445 0.087082466842758527 -0.053703621000553287 0.094487964127196386 -0.037360389639183714 0.10341669435424056 -0.1292013884916475 0.039213358884878681 -0.011917529752737022 0.072566636915231908
leaf_weight=105.65245776329743 0.6858295840829669 0.26193565509083783 0.29165843552686854 0.23657414407807664 0.43844189198443928 0.69168713916951619 0.61237787053914761 0.17411314321543614 1.2309438527445302 1.4556983889233364 1.3279694401717284 0.7735738691408176 0.88657233308185823 12.538824169922462 1.5859628953039644 0.65906093205103455 0.52456983682350256 1.5179317935835559 0.58392664697021235 1.6587320392718536 1.8190013861749319 0.73119335528463114 0.76472292444668699 0.66934645740548138 0.79198604368139025 0.093914061784744263 0.12345159100368619 1.0767247193834908 14.803546575659315 2.383291232283228
leaf_count=1969 37 163 198 2 277 23 78 17 71 83 47 13 31 789 14 64 29 18 15 47 22 8 11 10 34 1 58 54 427 23
internal_value=-3.08656e-05 0.00133734 -0.0354822 -0.0146248 -0.0566114 -0.00294596 -0.0345244 -0.0837061 -0.00199112 -0.0102208 -0.0469593 -0.00179659 0.0367109 0.0016987 0.0320787 -0.00782665 -0.0532057 -0.00212348 -0.0120738 -0.0191212 0.00187495 0.0181717 0.000735309 0.0203258 -0.083728 0.0503597 -0.0286974 -0.00107959 -0.00253908 0.00676485
internal_weight=157.046 106.881 1.22861 0.936952 0.700378 50.165 1.47232 0.786491 48.6926 15.0733 2.81164 12.2617 1.66015 33.6193 2.81691 10.6015 1.18363 9.41792 7.89999 7.09869 5.43996 3.62096 2.88977 2.12504 2.11996 0.801292 0.217366 30.8024 29.7257 14.9221
internal_count=4633 2609 640 442 440 2024 132 95 1892 514 104 410 44 1378 85 366 93 273 255 181 134 112 104 93 81 74 59 1293 1239 812
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=0
split_feature=2 0 3 1 0 2 1 2 0 0 3 2 2 0 1 4 1 1 2 2 0 1 3 3 0 4 4 1 4 1
split_gain=0.0634143 0.369035 0.434074 0.418864 0.867808 0.587793 0.396026 0.444443 0.339337 0.66059 0.520574 0.37744 0.426786 0.28112 0.756175 0.543006 0.408548 0.592991 1.41159 0.894142 0.522277 0.395465 0.381398 0.913644 0.518275 0.396069 0.365727 0.336656 0.385748 0.305639
threshold=-0.093604999999999994 102.21786657775002 0.079745000000000024 62.00390986255001 86.135510041400025 -0.095074999999999993 61.885617704800005 -0.26416999999999996 86.345209775600011 85.769879735700016 0.080545000000000019 -0.102645 -0.105535 89.980005167950011 65.036490633650018 36.859113051050009 66.235542959850008 69.633754036750005 -0.13006999999999999 -0.14907499999999999 93.671258181050021 62.229740345500012 0.088075000000000028 0.076615000000000016 97.491557184450016 41.037275035300006 40.250747516500006 70.128430332750014 37.041406607950009 71.322105742700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8 9 10 -5 12 13 14 21 -16 -15 18 19 -18 -19 -10 23 -22 -25 27 -23 -24 -29 -27
right_child=-2 2 -4 8 -6 -7 7 -9 11 -11 -12 -13 -14 16 15 -17 17 20 -20 -21 22 26 25 24 -26 29 -28 28 -30 -31
leaf_value=0.002490795207946133 -0.0014347250678808366 -0.0072268532979462737 -0.10434048190405013 0.035227605244882547 -0.084994468022036557 0.10920777342926423 0.010610902865642584 -0.10889540972905845 -0.011442425582277838 0.051479565586931925 -0.085120165199287473 0.026821800530132806 -0.061963424109487492 -0.070021605273492937 -0.013559729370116414 -0.12142496760014664 0.029661816880943045 -0.11406424431440652 0.099826408229688635 -0.10445189652367969 0.02949303332631183 0.00021363025957828964 0.053630726760613236 -0.11735752597513263 -0.011548308460483105 0.09466203767865787 0.074928721289487785 0.030974036789149229 -0.046612705592386089 0.024351799467339882
leaf_weight=6.1630656547147282 104.99160309706713 1.4577509614855437 0.67263138711621184 0.69643374896440835 1.4683744311914777 0.45387354493140986 0.53665820509195328 0.74072843703106606 6.1729631796479243 4.2600915320217609 0.74275136291544186 6.5879636735189733 1.0627671715337772 0.5961322276853015 0.93044631753582396 0.93638882357663533 1.6846491567412161 0.37948406452778627 2.3004049975424996 0.70522037148475636 1.873382546296851 1.4138508401811125 0.85566589981317553 1.020181462223263 0.84749758322141122 0.96249570418149266 1.220881880726665 1.0118128127251114 1.7476318568369604 1.7286808938952161
leaf_count=340 2419 369 264 59 17 2 2 133 42 42 94 86 57 22 17 30 59 19 24 8 112 18 7 128 91 15 26 20 63 48
internal_value=-2.73482e-05 0.0028569 -0.0378888 0.00462479 -0.0144033 -0.00127307 -0.00801249 -0.0586882 0.00910803 0.0316914 -0.0268829 0.00532676 0.000168076 0.00267042 -0.00985243 -0.067664 0.0111776 0.0143796 0.0439099 -0.00991345 0.00109615 0.00240102 0.00544571 -0.0198504 -0.0693444 0.020452 0.0348351 -0.00117062 -0.0181638 0.0494982
internal_weight=156.222 51.2309 2.13038 49.1005 9.3627 7.89433 7.44045 1.27739 39.7378 5.69928 1.43919 34.0385 27.4505 26.3878 10.6745 1.86684 15.7132 15.1171 4.69027 2.38987 10.4268 8.8077 10.0473 3.74106 1.86768 6.30629 2.63473 3.61511 2.75944 2.69118
internal_count=4633 2214 633 1581 494 477 475 135 1087 195 153 892 806 749 133 47 616 594 91 67 503 86 484 331 219 153 44 90 83 63
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=0
split_feature=1 1 3 3 3 2 1 3 3 3 2 2 0 0 2 4 1 1 1 0 3 3 3 0 4 1 3 1 0 4
split_gain=0.057975 0.731008 0.531987 0.267753 0.267031 0.316414 0.351885 0.201759 0.760157 0.405803 0.477222 0.541212 0.431918 0.477416 0.431531 0.680583 0.569205 0.431074 0.365953 0.550341 0.782568 0.531169 0.468567 0.443118 0.410654 0.469892 0.316676 0.467687 0.390775 0.284294
threshold=74.757955233350017 73.007768990450018 -0.20885999999999996 -0.25843999999999995 -0.21029499999999998 -0.18437499999999998 80.677940036650014 0.087245000000000031 0.08833000000000002 0.086375000000000021 -0.088880000000000001 -0.13509999999999997 97.886760529650019 101.91675926715001 -0.038374999999999999 38.911218973650008 75.180043159850015 80.314998189050016 77.621163142300006 97.886760529650019 0.12140000000000002 0.092185000000000031 0.088755000000000014 99.647700605050019 41.243661560350013 80.677940036650014 0.075810000000000016 78.895492296100016 104.86330937810001 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7 9 -9 10 11 12 -6 -14 26 -16 -17 -18 19 -10 22 24 -21 -23 -20 -26 -12 -28 -29 -15
right_child=3 2 -4 4 7 6 -8 8 18 -11 14 -13 13 29 15 16 17 -19 21 20 -22 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00024266466360986234 -0.084169024964341463 0.0622882030420846 -0.11171977573209298 0.094385216469323532 -0.10812032776591998 0.055105218997589411 -0.068224764964307058 0.069202130073300672 0.0070711404073242308 -0.1141760451814027 0.0037165975787281607 -0.11240826365849572 0.076599377563313364 -0.10212382045777191 -0.14220319650454555 0.10825955653884976 -0.11237230929000599 -0.0029996897148230166 0.074877316788225165 0.00045809138354599557 0.038691765991619234 -0.11713404525792864 -0.11131115616472245 0.0053173122611718171 -0.12132909000517221 0.046315649281401056 0.10846052333499059 -0.03881846217525859 0.075646620075009191 0.0025547686824956752
leaf_weight=123.07550751931467 0.34184595741908452 0.21535098127787933 0.95415044719993491 0.70885453380833496 0.40068152089407361 0.5865534888143944 0.38202372370324156 1.9019903047847062 4.6040335615980421 0.34488444470844193 2.3435005523497239 0.74684364727454644 0.63485724558631762 0.38009012322254399 0.38367019735072805 0.41386787593364749 0.40796185882936731 3.0882536297149272 2.0659182439853798 0.50454851402901146 0.72868767241016019 0.31611847486783506 1.4617533792188622 4.5361259962585336 0.25658926600590337 0.47988453186917468 0.96774515784636639 0.63459352089557775 0.56272160028856888 0.81741214471185231
leaf_count=2671 98 13 90 28 70 24 63 45 68 46 28 46 28 253 48 2 37 154 104 3 22 16 63 288 14 95 9 15 34 158
internal_value=-2.50753e-05 -0.00099038 -0.0796781 0.00384352 0.00482482 0.0436167 0.00646173 0.00257966 0.0096567 -0.00725685 -0.00412715 -0.0387168 -0.0140705 0.00649529 0.00758262 -0.015106 -0.00263479 -0.015762 0.00208299 -0.0139373 -0.0498273 0.017359 -0.0826314 -0.00266026 0.0520216 -0.0120922 0.0291903 0.0567634 0.0149785 -0.0306705
internal_weight=155.247 124.245 1.1695 31.002 30.6602 1.67743 0.968577 28.9827 16.8556 12.1271 11.7822 2.97988 2.23304 1.83236 8.80231 4.29375 3.91008 3.49622 14.9537 7.29902 2.69499 7.65464 1.9663 4.85224 2.80239 0.736474 4.50856 2.16506 1.19732 1.1975
internal_count=4633 2774 103 1859 1761 115 87 1646 718 928 882 555 509 439 327 241 193 191 673 156 88 517 66 304 213 109 86 58 49 411
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=0
split_feature=2 0 3 1 0 2 1 2 0 0 3 2 2 4 1 2 2 3 0 0 2 4 3 0 0 4 0 2 1 4
split_gain=0.0592024 0.295013 0.40446 0.351201 0.709387 0.52371 0.344297 0.412584 0.280738 0.552766 0.4455 0.317765 0.372654 0.282203 0.278418 0.676161 0.8028 0.771435 0.4839 1.11655 0.854315 0.87024 0.427984 0.460837 0.726173 0.551365 0.492793 0.441447 0.462253 0.391788
threshold=-0.093604999999999994 102.21786657775002 0.079745000000000024 62.00390986255001 86.135510041400025 -0.095074999999999993 61.885617704800005 -0.26416999999999996 86.345209775600011 85.769879735700016 0.080545000000000019 -0.102645 -0.105535 40.636252116050009 62.009286778800011 -0.081844999999999987 -0.083330000000000001 0.085345000000000018 97.491557184450016 93.72771580185001 -0.08725999999999999 42.409092016550012 0.083395000000000011 85.990333302400003 86.264556031700025 43.022303514600004 85.769879735700016 -0.08725999999999999 61.987779113750001 41.685324604100011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8 9 10 -5 12 -10 -14 22 16 18 -18 19 20 21 -16 27 26 -25 -26 29 -2 -29 -24
right_child=14 2 -4 8 -6 -7 7 -9 11 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0022667674492932396 0.086260794534325363 -0.0055419725586985111 -0.10389631301202998 0.032091249681496854 -0.07723682563999211 0.10825719702693198 0.0096401316472276809 -0.10804535797191009 0.0026049865720733732 0.04773349682978334 -0.081010501165350676 0.024914231314238585 -0.11362229988637039 -0.0084713216592953704 -0.0014549253815041843 0.00061177756894279889 -0.011102892597549653 -0.11807660090658956 0.018798962809531597 -0.092115404388391345 0.029965590032024387 -0.083192461250108526 0.018649751167883043 0.069257612784335981 -0.019140999459323769 0.042469061354863336 -0.045821685391814526 0.0011631368541037738 0.078299984934336819 -0.028518441530831381
leaf_weight=6.1610304696478124 1.1782904630526898 1.404358697448514 0.5953604568379659 0.6889864209879295 1.4545750803517874 0.41419565677642634 0.53316832333803177 0.67509181528657769 25.553206560138275 4.143445935100317 0.70423716855293605 6.4924597565550419 0.49097520718350895 0.53156380821019411 3.3803810570389023 61.871992460913248 1.1965275706897949 1.5440754654637201 3.7113363750088402 1.9256864613998903 3.5522287127096233 2.1191044036531821 4.6762580474314763 2.0848697852343303 4.343085739761591 2.1825196892023087 3.2319534978596494 3.6274156905351473 0.98861428117379535 2.8246892861643573
leaf_count=340 9 369 264 59 17 2 2 133 749 42 94 86 28 29 28 1598 31 67 111 70 31 41 68 17 53 11 31 168 12 73
internal_value=-2.89231e-05 0.00280667 -0.0348242 0.00437955 -0.013135 -0.00115571 -0.00730533 -0.0561143 0.00857075 0.0294114 -0.0250787 0.00508137 0.000236192 -0.0589599 -0.00138218 -0.00428915 -0.0216868 -0.0713726 -0.0124165 -0.0229701 -0.00825999 -0.0329507 0.00778836 0.00064691 0.0178796 0.00146478 -0.013178 0.0316289 0.0176835 0.000887263
internal_weight=154.282 49.8427 1.99972 47.8429 9.23806 7.78349 7.36929 1.20826 38.6049 5.53667 1.39322 33.0682 26.5757 1.02254 104.439 79.3013 17.4293 2.7406 14.6887 10.9774 9.05171 5.49949 25.1377 19.3434 8.61048 6.52561 10.7329 5.79432 4.61603 7.50095
internal_count=4633 2214 633 1581 494 477 475 135 1087 195 153 892 806 57 2419 1977 379 98 281 170 100 69 442 253 81 64 172 189 180 141
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=0
split_feature=2 1 0 2 3 2 3 0 1 2 2 1 1 0 2 2 2 2 4 3 3 3 4 3 3 2 3 3 3 2
split_gain=0.0612782 0.229985 0.438513 0.432346 0.378857 0.351386 0.343416 0.44447 0.700363 0.213345 0.202433 0.182074 0.597429 0.391953 0.279909 0.350992 0.176118 0.328997 0.357263 0.294758 0.257474 0.212974 0.13741 0.405893 0.129731 0.129353 0.541646 1.51258 0.891656 0.694372
threshold=0.067985000000000018 62.057679025150001 88.350799540950007 0.13747000000000004 0.11458500000000002 0.20852500000000004 0.10453000000000003 91.437149474700007 68.20618276945001 0.059500000000000011 0.055540000000000013 76.621056717750008 78.962703749400006 93.671258181050021 0.075080000000000022 0.2758500000000001 0.048475000000000011 0.022350000000000005 40.986363433950011 0.10087500000000002 -0.144095 0.091885000000000022 40.890797847750008 0.087935000000000027 0.083070000000000019 -0.06828999999999999 0.083555000000000032 0.086955000000000018 -1.0000000180025095e-35 -0.053874999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 -2 6 -5 7 24 -9 10 16 13 -13 -10 -15 -16 17 25 -19 20 -20 22 -18 -24 -4 -1 28 -28 -27 -29
right_child=1 2 4 5 -6 -7 -8 8 11 -11 -12 12 -14 14 15 -17 21 18 19 -21 -22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.0014756437109233441 0.0839731194465696 -0.072845036119236026 0.096641982222180123 -0.046883541265635438 0.035389959059397777 0.047513968970131208 -0.071591593881433546 -0.11682644948284931 0.036912211701563107 0.026672508781544244 -0.052384617143615177 0.07613187093053557 -0.010990678638910623 -0.017057408973351767 -0.11199132852064995 0.0081788109489926847 0.10485908580659363 -0.11348945373940578 0.076293644314232467 0.10696809176079361 -0.10707340766632907 -0.0075446376140005491 -0.10260408190272995 0.10904663229903244 0.021814521701400746 -0.0016914340388199758 -0.090884680998840714 0.035708753823970138 0.05491647251987733 -0.0059099906571243015
leaf_weight=94.809616766384181 0.7856633493793227 1.0401441474459705 0.45990488133975027 0.92192408299888462 1.9463738376193749 0.68906524720659945 0.89966462390009461 0.61505248380126332 0.952352716587482 3.0872517659963696 0.73136849811453331 0.99224507821782015 3.806838383041395 2.6901656100526457 0.80899165215669178 0.34744006294931751 0.45844976605439913 0.53071580810683261 0.11100803440785967 0.17902414500713348 0.24687593469479907 0.67157591651891835 0.15231957738478741 0.22364987432956696 0.46694061251764651 6.2045540757644631 1.8073455066296471 5.3207194672540963 5.0451379140431509 16.258348914726866
leaf_count=3030 25 36 16 26 46 23 35 44 17 36 54 32 230 13 53 14 15 21 35 1 62 13 64 1 25 106 40 112 78 330
internal_value=-3.10145e-05 -0.0056143 -0.0102028 0.0231539 -0.00554406 -0.00650708 -0.0121616 -0.00736204 -0.0133794 0.000685105 8.07418e-05 -0.00675039 0.00702254 -0.0205237 -0.0347439 -0.0758872 0.000371392 -2.09518e-05 -0.0553054 0.00220751 -0.0501968 0.0343729 0.06811 0.0232988 0.0589442 0.000435016 0.00566507 -0.00300818 0.0236955 0.00435188
internal_weight=153.261 17.4228 15.0261 2.39665 13.986 1.61099 12.0396 11.1399 10.2131 135.838 132.751 9.59803 4.79908 4.79895 3.8466 1.15643 132.019 130.513 1.06762 0.536908 0.357884 1.506 0.834419 0.375969 0.926845 129.446 34.6361 23.3864 11.2497 21.5791
internal_count=4633 635 561 74 525 49 479 444 403 3998 3962 359 262 97 80 67 3908 3815 119 98 97 93 80 65 41 3696 666 482 184 442
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=0
split_feature=4 4 3 2 4 4 0 4 3 3 2 3 0 0 3 0 0 3 4 1 1 2 2 3 1 1 1 1 1 4
split_gain=0.0557331 0.34768 0.455308 0.363245 0.314381 0.307185 0.293536 0.263573 0.210107 0.337184 0.202794 0.226393 0.263862 0.515082 0.370119 0.298186 0.24744 0.260581 0.226287 0.16356 0.141124 0.11217 0.505877 0.377028 0.308643 0.744652 0.80432 0.49784 0.479177 0.211989
threshold=37.041406607950009 36.558960102350007 0.090465000000000031 -0.58835000000000004 36.257608591500009 37.765550062200006 92.773313165550022 36.165040341950011 0.092895000000000019 -0.086715 -0.44343499999999997 0.11768500000000003 93.72771580185001 91.886121982450007 0.10307000000000002 96.870523356300012 97.722764583650005 0.11458500000000002 33.96174662340001 72.62331947780001 68.846035804500005 0.15684000000000003 0.12616000000000002 0.12376500000000003 68.20618276945001 69.873026810350026 76.621056717750008 79.328334055150009 64.294476189700006 42.498713093000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 20 -1 7 6 -2 10 9 -8 -5 12 13 14 18 -14 -17 19 -12 -18 -3 22 -7 24 28 -26 -27 -28 -23 -29
right_child=5 2 -4 4 -6 21 8 -9 -10 -11 11 -13 15 -15 -16 16 17 -19 -20 -21 -22 23 -24 -25 25 26 27 29 -30 -31
leaf_value=-0.11289738943725805 0.061655811413840092 -0.12462452585554683 -0.0027711803479097664 0.082588735728707618 0.061839144779572391 -8.2028312722621908e-05 0.040273825489273198 -0.069691327439461978 0.026310829152271106 -0.090645514093961377 -0.084996303903841747 -0.040232086846526509 -0.059573554700913994 0.081842362776007316 0.063010009633411523 0.086426738202087419 -0.0040241393402303234 0.10573879349744884 -0.0031541895894417697 -0.10200292563385781 -0.050804311276209692 -0.020609922837062325 0.078739966118851534 0.048069301581362335 0.099800421503089987 -0.11086677188651313 0.08253219694145085 -0.039299133922191254 -0.11660338626045866 0.03514409929892974
leaf_weight=0.26813916363971557 1.5607459235470731 0.5578934212753659 1.3803237573147269 0.31345765697551087 0.88629778467202491 127.93767325460567 0.33949319645034837 0.52038641499893934 1.7095320386169985 0.46779756001342365 0.40207069465827761 1.158715207652335 1.0351002967800016 1.0832635038532314 0.76976327458396543 0.33588570170104481 0.48696152865886688 0.15088909864425659 2.1146569951670244 0.26207220250103092 0.4833283927669072 1.8534813555306748 0.81945090257067832 0.91104690358042706 0.59746965346857939 0.77308473400626132 0.6319924411363903 1.4401860058296732 0.72279931482626114 0.5208784806090988
leaf_count=48 38 18 39 25 34 3456 21 44 28 42 97 37 24 18 14 6 2 1 64 199 35 44 34 32 10 40 11 91 58 23
internal_value=-2.50511e-05 -0.00650531 -0.0404318 0.00188839 0.00512159 0.000538932 0.0275844 -0.000701105 0.00645582 -0.0355895 0.00372418 0.000554602 0.00767138 0.0220413 0.00233022 -0.0199797 0.0131838 -0.0141533 -0.0162292 -0.038305 -0.0903577 -0.000270709 0.00041962 -0.0122 -0.0205959 -0.00308159 -0.0213425 0.00534792 -0.0475418 -0.0195263
internal_weight=152.495 12.2092 2.42155 9.78766 9.51952 140.286 4.07757 8.63322 2.51682 0.807291 8.11284 7.79938 6.64066 4.36975 3.28649 2.27091 1.23581 0.899923 2.51673 0.749034 1.04122 136.208 128.757 7.45094 6.53989 3.96361 3.36614 2.59306 2.57628 1.96106
internal_count=4633 705 92 613 565 3928 129 531 91 63 487 462 425 193 175 232 208 202 161 201 53 3799 3490 309 277 175 165 125 102 114
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=0
split_feature=2 1 1 2 3 2 3 3 3 0 0 0 3 2 2 2 2 2 4 3 3 3 1 0 3 4 2 3 3 2
split_gain=0.0536527 0.178525 0.41769 0.353798 0.317995 0.283461 0.264895 0.232507 0.61358 0.298791 0.472501 0.288207 0.205411 0.339575 0.176147 0.160841 0.144302 0.293509 0.31967 0.264002 0.229731 0.185075 0.138377 0.147898 0.127467 0.124707 0.122613 0.306589 0.68733 1.05873
threshold=0.067985000000000018 62.057679025150001 62.907231794400012 0.13747000000000004 0.11458500000000002 0.20852500000000004 0.10453000000000003 0.091510000000000022 0.090235000000000024 91.437149474700007 92.168410086200012 93.047535894850014 -0.083149999999999988 0.63131000000000015 0.059500000000000011 0.055540000000000013 0.048475000000000011 0.022350000000000005 40.986363433950011 0.10087500000000002 -0.144095 0.091885000000000022 78.962703749400006 93.72771580185001 0.086555000000000021 39.354247760400007 -0.031989999999999998 0.084365000000000009 0.089705000000000021 -0.017745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 -3 -2 6 -5 7 8 9 25 -11 -12 13 -13 15 16 17 26 -19 20 -20 -18 23 -9 -14 -4 -1 -28 29 -29
right_child=1 2 4 5 -6 -7 -8 22 -10 10 11 12 24 -15 -16 -17 21 18 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00069259298389071251 0.07937556312922478 -0.11383621350526628 0.10162537612060214 -0.041183594119079792 0.03184852346004409 0.044288848570025408 -0.065927539705955204 0.0060291162856158896 -0.1173276958784214 -0.12140855614524071 0.053750921081078921 -0.095769828037851931 -0.015330708176403356 0.028153877142474568 0.024468973039778293 -0.046698025767437305 0.066480117069263614 -0.11218421033637647 0.072669460095802565 0.10626172679263844 -0.10637341189469092 -0.0059619219554540494 -0.0071092917790665597 0.06799879264965969 0.025349398160213029 0.013093168115052709 0.037745553767821557 0.052863045812027804 0.013011167735852988 -0.098106330097468039
leaf_weight=114.04070942553176 0.70716859474487437 0.37364862096728657 0.30839549377560072 0.93171072268160038 1.8564447931689745 0.66490790060197469 0.86465740012249703 0.78640696441289148 0.56797970534626063 0.39796647046750866 0.65508792144828465 0.70411355062401149 4.1877797071247223 0.32234991612767772 3.0325574058206248 0.73057253622391627 0.74357233001273815 0.48521922934923978 0.10521134028704182 0.16302205622196198 0.22476023330000316 0.67084196865243939 1.3932120910840238 0.75475174753228202 0.9438526864760205 0.32867708217236213 2.9630590018277863 0.68405601147787853 9.7839848152952964 1.4474305646108394
leaf_count=3320 25 12 8 26 52 23 35 17 26 32 15 87 126 28 36 54 80 21 35 1 62 13 41 24 20 38 94 67 151 64
internal_value=-2.18337e-05 -0.00536031 -0.00948328 0.0204918 -0.00671237 -0.00558881 -0.0125728 -0.00850835 -0.0169594 -0.00969566 -0.0154952 -0.00930863 -0.0160168 -0.0568529 0.00064013 9.28636e-05 0.000353191 7.27471e-06 -0.0545626 0.00215042 -0.0492856 0.0321216 0.0157304 0.0363775 -0.00784848 0.05595 0.000421339 0.00895939 0.00180104 -0.0496559
internal_weight=151.824 16.7491 14.4453 2.30379 14.0717 1.59662 12.2152 11.3506 8.4162 7.84822 7.21115 6.81318 6.1581 1.02646 135.075 132.042 131.312 129.897 0.978213 0.492994 0.329972 1.41441 2.93437 1.54116 5.13163 0.637073 128.919 14.8785 11.9155 2.13149
internal_count=4633 635 561 74 549 49 497 462 380 354 308 276 261 115 3998 3962 3908 3815 119 98 97 93 82 41 146 46 3696 376 282 131
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=0
split_feature=2 0 3 1 1 0 0 1 2 1 2 2 3 3 0 3 3 3 2 0 0 0 4 0 4 2 3 1 1 2
split_gain=0.0561969 0.245421 0.376613 0.292407 0.584827 0.577847 0.483751 0.262626 0.239035 0.233905 0.535819 0.695792 0.743908 0.447365 0.662282 0.527483 0.428942 0.315898 0.418021 0.419273 0.362707 0.573717 0.436556 0.418525 0.352896 0.639692 0.363727 0.309583 0.588394 0.314187
threshold=-0.093604999999999994 102.21786657775002 0.079745000000000024 62.00390986255001 61.885617704800005 85.823648898300021 85.732241321850012 62.057679025150001 -0.156745 62.009286778800011 -0.081844999999999987 -0.083330000000000001 0.085345000000000018 0.087475000000000011 101.61296349840002 0.088145000000000015 0.080960000000000018 0.083395000000000011 -0.08725999999999999 86.345209775600011 85.990333302400003 86.264556031700025 43.022303514600004 85.799452775150016 41.685324604100011 -0.082275000000000001 0.10307000000000002 61.987779113750001 61.950140699950005 -0.036264999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 6 -6 -5 -3 17 11 13 -13 14 16 -15 -11 18 -2 27 23 -22 -23 24 26 -26 -19 28 29 -20
right_child=9 2 -4 7 5 -7 -8 -9 -10 10 -12 12 -14 15 -16 -17 -18 20 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012247576699297822 0.082988441250721301 0.01271337829494832 -0.1034921696632444 0.042806140844276697 -0.10814273241267242 -0.12180593275918042 0.035035466510364113 0.0060374215790083945 -0.10178514437375277 -0.0085743614430646205 0.00036541527123134772 -0.0090637482141832423 -0.11630499244758169 0.05954711985192971 0.035179664535123972 -0.0076910518075583856 -0.073936125821681006 0.051394533533071732 -0.027692828193329244 0.062926763879484593 0.064634855023000023 -0.015777620594638393 0.039463645400495545 -0.047535576069500575 0.003952831520026445 -0.096017338257983753 -0.0037169698599904045 0.058341251887127354 -0.11861278999127203 0.052077877566074342
leaf_weight=7.1746209450907354 1.1090186284855006 1.1860321334888793 0.53531285583858323 2.05279349119155 0.35061269623474778 0.86021777696441848 0.72172705829143524 36.185424087408137 0.21545399160413481 1.5479890563292453 60.108391617376128 1.1917960749415208 1.4146017962502808 1.3793275164207424 1.1190683109234667 7.5704500869615003 2.8573291809298098 1.8006645413406674 1.2833273690193894 1.2739077340811489 1.9161812856327722 4.3575982972979546 2.1297823265194893 2.4453013403108335 1.9760019355453571 0.94674749026307647 3.5753413899801672 0.62323440820910025 0.49162931367754925 0.80249210691863826
leaf_count=349 9 264 264 42 111 31 3 1045 105 32 1598 31 67 18 52 134 45 41 13 12 17 53 11 25 29 46 31 9 8 138
internal_value=-2.36989e-05 0.00274874 -0.0321418 0.00417604 -0.0119271 -0.0607536 -0.0117781 0.00801133 -0.00488877 -0.00136428 -0.00407593 -0.0197055 -0.0672681 -0.0111408 -0.0335176 0.0026716 -0.0509686 0.00709911 0.0280282 0.0144064 0.000996011 0.0165583 0.00235788 -0.0111762 -0.000462538 -0.0284299 0.0147423 -0.00490524 -0.0201984 0.00299792
internal_weight=151.202 49.2822 1.9368 47.3454 9.10718 1.93256 1.07234 38.2382 1.40149 101.92 77.189 17.0806 2.6064 14.4742 5.52439 8.94978 4.40532 24.7312 5.58361 4.47459 19.1476 8.40356 6.48738 10.7441 8.29876 2.92275 5.37601 3.20068 2.57745 2.08582
internal_count=4633 2214 633 1581 494 145 114 1087 369 2419 1977 379 98 281 129 152 77 442 189 180 253 81 64 172 147 75 72 168 159 151
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=0
split_feature=4 4 2 4 2 2 4 4 2 4 4 0 1 1 2 1 0 3 2 2 2 2 3 3 2 2 0 1 0 4
split_gain=0.0587539 0.181366 0.429138 0.246618 0.164299 1.52613 0.929475 0.827377 0.382017 0.345684 0.343423 0.532406 0.311416 0.457725 0.468762 0.393434 0.798617 0.356463 0.231208 0.221487 0.432401 0.428034 0.360834 0.358897 0.333549 0.583944 0.401797 0.367947 0.594578 0.420342
threshold=42.154118731400011 42.027798546600003 -0.085550000000000001 42.081757894750005 -0.086139999999999994 -0.081844999999999987 41.542492784600007 41.873095646600007 -0.033594999999999993 41.835830569250014 41.675153845500006 86.036037090600004 81.339300736700025 77.621163142300006 -0.07490999999999999 75.499969677400017 97.491557184450016 0.10214000000000002 -0.097799999999999984 1.0000000180025095e-35 -0.027754999999999998 -0.016014999999999998 0.11636500000000001 0.10526500000000003 0.20852500000000004 0.15684000000000003 86.264556031700025 65.765062787050013 92.168410086200012 37.041406607950009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 9 6 -6 12 -9 10 -1 -12 13 15 -15 19 -17 -14 -11 20 22 -22 23 -7 25 -21 -27 -26 -29 -30
right_child=-2 2 3 -5 5 7 -8 8 -10 18 11 -13 17 14 -16 16 -18 -19 -20 24 21 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=0.0047227028604769853 -0.0029324353913766374 -0.021192768991491574 0.074112393776872662 0.010935017521189706 -0.11360234049414691 0.0024458661675546439 0.0067165047587990009 -0.1408355157123333 -0.033413158829784538 0.050801577322485282 0.013547844816680449 -0.09024660258228942 -0.10339443463779859 0.097704915488434407 0.018344916351064802 0.024727371691560418 -0.1038510658693286 0.0075815769714449996 -0.0013287585031964953 -0.0071766720253981786 0.069350748167310947 0.0064694233795180509 -0.037423474402197364 0.047367596735694295 0.057582336385321925 -0.018294057599218191 -0.1187319121548268 -0.092238867726312998 -0.023897718230742437 0.064448099980185067
leaf_weight=34.144935193016408 47.570520509514154 1.4447678777978583 1.4473167952237411 1.0781545753416137 1.934752842919351 23.506777850911021 0.96094374077074451 0.54339707418694161 0.84715935844724188 2.6107777489905861 0.99224220274481811 0.98455137549899518 0.58602924903391229 0.88928555604070414 4.5653156352127544 0.91154286719392885 1.0276557074394075 0.57189599550929415 1.2620629779994477 8.330983758569344 2.0742142088711262 2.2641765422595297 2.0854571016971013 1.9240879367571313 1.4034568957868021 0.73088095407001563 0.87531383175519295 0.6122796758427288 1.0981224852293965 1.0568883495870975
leaf_count=1138 2024 23 23 24 66 266 14 18 33 35 13 32 234 9 110 12 51 27 33 155 41 38 25 24 37 14 32 32 18 32
internal_value=-2.67974e-05 0.00131823 0.0222745 0.0471412 0.000476073 -0.00288717 -0.0736742 0.000779371 -0.0753913 0.00542077 0.00237659 -0.0381475 0.00272234 0.00383577 0.0312833 0.000710305 -0.0434113 -0.0485837 0.0338136 0.00257183 0.00719156 0.0365334 0.00256534 0.00584462 -0.0078592 -0.0178207 -0.0730288 0.0158749 -0.00527742 0.01943
internal_weight=150.336 102.765 3.97024 2.52547 98.7952 58.8006 2.8957 55.9049 1.39056 39.9946 36.1217 1.97679 54.5144 53.3564 5.4546 47.9018 1.9392 1.15793 3.87284 45.9626 31.8547 4.33839 27.5163 25.4309 14.1079 9.93718 1.60619 4.17075 2.76729 2.15501
internal_count=4633 2609 70 47 2539 1288 80 1208 51 1251 1183 45 1157 896 119 777 63 261 68 714 394 79 315 290 320 201 46 119 82 50
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=0
split_feature=0 0 0 4 1 0 3 2 3 1 2 2 3 3 3 2 3 0 3 4 3 1 1 0 0 0 1 4 4 4
split_gain=0.0528514 0.419052 0.383039 0.56129 0.260492 0.917856 0.253396 0.331792 0.195475 0.412671 0.353951 0.541 0.311974 0.365724 0.361769 0.710897 0.676305 0.595557 0.859658 0.313236 0.294243 0.587176 0.696517 0.496202 0.212522 0.254163 0.225337 0.702397 0.633715 0.340437
threshold=87.261973998100004 86.904409066750006 87.727077254650013 41.444941515100005 63.910026677050006 86.162394622750014 0.080545000000000019 -0.59496499999999986 0.082025000000000028 62.132955852800002 -0.26416999999999996 -0.23557500000000001 0.083395000000000011 0.08574500000000003 0.087795000000000026 -0.086139999999999994 0.090235000000000024 86.420486603250012 0.089345000000000022 42.620627117000005 0.078295000000000017 61.966271448700006 62.095317438950012 86.681267041950008 86.538778761000017 86.420486603250012 62.020040611300011 42.154118731400011 42.686561923500008 41.529896397300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 8 6 -6 -8 9 10 -1 -12 -10 -14 15 -15 17 18 -16 -17 -13 -22 -23 -24 25 26 29 -28 -29 -18
right_child=2 -3 -4 -5 5 -7 7 -9 12 -11 11 20 13 14 16 19 24 -19 -20 -21 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.087105761132902526 0.079202196943825964 -0.038636444213885457 0.00027801217265002314 -0.0039969010725066983 0.048502366113362283 -0.12606301165741171 0.10363560415117171 -0.11065281210945027 0.033629978286998062 -0.063174422955633594 -0.11193317623026894 0.00479413609519873 -0.035550209811594811 -0.006784361128492811 0.013685153095831888 0.097150156256889247 -0.013527919295639757 -0.12847889538946161 -0.1199007200103137 0.031621008743419471 0.021387981890300757 -0.12864392651426104 -0.10626096749088035 0.10018155825564637 0.022684885725799409 -0.03722093230168734 0.032334013595413096 -0.10756281659429937 0.0032914952096918465 0.020022054001265523
leaf_weight=0.41216606626403063 1.5357602648437017 3.0043525173095977 80.716142967993392 1.7179062955219704 0.81251231949136016 0.71747852023690928 0.099509485065936931 0.26381326967748475 3.2821453224751158 1.299325383035465 0.47352253965072399 9.7867506896293488 2.4904610689991378 3.117376864713151 1.8164113910752346 1.3515504951355972 10.920431666585509 0.66295950300991524 0.65560374085907813 1.5848294607130808 1.0852186925658327 0.90536674996837951 0.19116860628128052 0.29780038446187973 5.2851718841120592 1.6560673527419556 6.7199328877031785 0.73975726426579091 1.702546748332679 4.1830067284754469
leaf_count=15 28 41 3011 40 50 14 1 98 42 19 100 466 43 32 40 40 132 17 40 23 18 18 7 56 32 15 54 34 34 73
internal_value=-2.68643e-05 -0.00215554 0.00163403 0.0352738 -0.000402281 -0.0369287 0.0174598 -0.0519619 0.00073854 -0.00941125 -0.00409982 -0.00705055 0.00391557 0.00164147 0.0039344 0.0264741 -3.88746e-05 -0.0443148 -0.0217432 0.0617826 -0.00300171 -0.0337718 -0.0767029 0.0194702 0.00440898 0.000682718 0.00326954 0.015642 -0.0302855 -0.00423601
internal_weight=149.487 65.5172 83.9698 3.25367 62.5129 1.89331 1.17584 0.363323 60.6196 14.4513 13.152 12.7398 46.1683 42.8861 40.3956 6.05376 34.3419 3.13497 2.47202 2.93638 12.2663 2.47955 1.39434 0.488969 31.2069 25.9217 24.2657 9.16224 2.4423 15.1034
internal_count=4633 1554 3079 68 1513 163 149 99 1350 699 680 665 651 609 566 95 471 97 80 63 565 99 81 63 374 342 327 122 68 205
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=0
split_feature=0 3 2 4 2 0 1 4 1 3 4 0 3 1 2 2 3 3 2 0 4 4 4 2 3 3 1 0 1 1
split_gain=0.0522341 0.0779524 0.105146 0.117453 0.0664973 0.0650433 0.219887 0.24595 0.123123 0.189927 0.208591 0.256067 0.11941 0.0933538 0.276227 0.367476 0.314256 0.64285 0.34598 0.21824 0.394581 0.597546 0.410759 0.287399 0.247396 0.419884 0.226032 0.823251 0.332935 0.41027
threshold=113.1679565431 0.078655000000000017 -0.088274999999999992 46.095286511800005 -0.16262999999999997 109.03310793845002 82.299080289250014 44.749265482150008 83.602982482550019 0.090235000000000024 42.620627117000005 104.22883325935001 -0.17949499999999999 79.728914316550018 0.063030000000000017 -0.045684999999999996 0.085715000000000027 -0.15148999999999999 -0.083004999999999982 99.013224486300018 40.00488309970001 41.243661560350013 35.887362732750006 -0.22573999999999997 0.084065000000000015 0.08376500000000002 76.279622535200005 96.978061681550017 75.806453904250006 75.424692849750016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 8 -7 12 13 10 -10 -12 -8 19 15 16 17 -15 -18 26 22 -22 -21 -23 25 -25 28 -28 29 -1
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 11 -13 -14 14 -16 -17 18 -19 -20 20 21 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0004639305682090803 0.061494606777769689 -0.10145974191301195 0.025970856655946201 -0.10779560410484124 -0.10119745915146368 -0.10457767615255259 0.024224824174793283 0.076260242495814423 0.044548402698801171 -0.10245470959595411 0.035040542791203472 -0.10328643404107318 -0.10208411817041843 0.054067843684853061 -0.0086285150662285051 0.070093991570369302 0.060050007549398737 -0.10652039831001146 -0.015214192517842427 -0.0037156823507347777 0.033413844824783843 0.015206878613513886 -0.10163107824252955 -0.08545630189001592 -0.10945759343349765 0.08384938772100034 -0.10627292714057279 0.054804952782541473 -0.052320407225848076 0.042093524920295437
leaf_weight=124.56080271647329 0.093758154032911989 0.11649367231484575 0.33689657495756264 0.17718000615604979 0.034318892921874067 0.11671618529726291 0.16412284958641976 0.63572907354682684 0.40662144074303685 0.28846692915067251 0.21910387789830565 0.34383524410804966 0.13759691553195808 0.43594370093705948 4.264455862390605 1.3718625581823269 1.4407893211609919 0.5821648596574962 1.0601893393468342 0.75616911849647184 2.1804222003556788 0.58754177582159117 0.98851444465981331 0.39839513214974454 0.70426871972813387 0.23165933974087238 0.37401642742406638 2.0921338977641426 1.2134446362324514 2.3072210191749027
leaf_count=2769 60 253 68 32 50 26 20 34 120 79 24 67 167 17 105 19 54 116 33 36 38 41 96 56 47 3 104 34 20 45
internal_value=-2.74089e-05 -0.0261999 -0.012547 -0.0550572 0.0179004 0.000106876 0.0248579 0.0409732 -7.085e-05 -0.0312207 -0.0100269 -0.0494476 -0.0333774 0.000198386 0.00997345 0.0261926 0.00907837 -0.0377582 0.0281448 -0.000457759 -0.0193589 -0.00241755 -0.0591932 -0.0430695 -0.0687303 -0.0232057 0.000388786 0.0303759 -0.000188602 0.000310019
internal_weight=148.621 0.758647 0.642154 0.305257 0.128077 147.862 1.05417 0.937449 146.808 1.25803 0.969561 0.562939 0.30172 145.55 9.15541 4.89095 3.51909 1.01811 2.50098 136.395 5.84697 4.10229 1.74468 1.92186 1.33432 0.630054 130.548 2.46615 128.081 126.868
internal_count=4633 463 210 142 110 4170 247 221 3923 290 211 91 187 3633 344 239 220 133 87 3289 317 185 132 147 106 59 2972 138 2834 2814
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=0
split_feature=4 3 3 4 2 1 1 4 1 3 2 3 3 1 0 2 4 0 4 0 0 4 1 0 3 3 0 2 3 4
split_gain=0.0484398 0.205123 0.175927 0.197799 0.148134 0.188185 0.163852 0.114242 0.145687 0.218882 0.168439 0.129531 0.183493 0.0999802 0.451485 0.310561 0.182835 0.195932 0.0776891 0.446511 0.333817 0.217879 0.0771386 0.193754 0.0732012 0.0620628 0.06169 0.199135 0.117147 0.284255
threshold=49.292797572200008 -0.25098999999999999 -0.24360999999999999 49.960114208400007 -0.23353499999999996 87.143681840350013 90.679004281900021 48.823707093150006 55.887667615750004 0.10487000000000003 0.11061500000000003 -1.0000000180025095e-35 -0.25843999999999995 58.309968391300011 81.90387694410002 -0.23381499999999997 40.767054867700004 76.535026057600007 45.921757303800007 97.32487278035002 90.767723400200012 47.309807198350008 87.313054702550019 110.27248713660002 -0.15544999999999998 0.089505000000000015 83.933662832600007 -0.071969999999999992 0.096715000000000009 42.123054668150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 22 8 9 10 -1 12 -9 15 -15 -10 17 -17 26 20 -20 24 -7 -24 -21 -23 27 28 29 -16
right_child=1 2 3 4 5 6 -8 11 13 -11 -12 -13 -14 14 18 16 -18 -19 19 21 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10526062602507938 -0.1058860916568591 0.083121667287036197 -0.10448586535066279 0.090467786368059938 -0.10658313500661643 0.10084194440870289 -0.10085436379955078 0.040755416116150668 -0.059664638315984155 0.10151889036562596 0.06210286796462372 0.046682226336438343 -0.040234174617413389 -0.098159636252572291 -0.10330625959601757 -0.10278774396843111 0.070632755545509462 0.049686539148118838 -0.0084161427330506893 -0.00094596260642354057 -0.11275344763561373 0.034898947662279842 -0.10219311538067702 0.075191136014688409 -0.10599973468915616 0.093528005485611132 0.00017121135259968382 -0.045204860944115785 0.096638448333335014 0.096268033697518351
leaf_weight=0.38345309898977475 0.22529369360199769 0.20242186821997155 0.21403000465033872 0.15793882321304387 0.17454750743672798 0.14373689703643322 0.10016692788303772 0.5369456447660923 0.34341332165786287 0.078793492168188095 0.07131875678896904 1.1165057871548913 0.5840065354423134 0.46974695554035761 0.12526934829656966 0.14568459655492805 0.92728745547356084 0.1999429389834404 0.62671960426450757 0.1421576690627262 0.60040478387963958 0.5503815974589088 0.097497388458577916 0.16713775845710188 0.124343940609833 0.26870118370061391 138.41106931543789 0.2721797985577713 0.34310647542588413 0.16585849394323304
leaf_count=195 19 3 48 8 120 6 55 10 34 2 2 36 32 238 14 50 29 4 20 12 63 56 49 6 35 11 3382 26 8 60
internal_value=-3.14516e-05 -0.0180151 -0.00227182 -0.0186553 0.00318743 -0.016993 0.0137574 0.000150582 -0.000197221 -0.0523542 -0.0790142 0.0225736 -0.00143947 -3.58124e-06 -0.000284883 0.0247271 0.0474947 -0.0145825 3.974e-05 -0.0181382 -0.0594661 0.0285781 0.0418697 0.00983889 -0.0499618 0.0541323 0.000341499 0.0263447 0.05705 0.0103932
internal_weight=147.97 1.48277 1.25748 1.05506 0.841025 0.683086 0.508539 146.487 144.25 0.533565 0.454772 2.23746 1.12095 143.716 142.1 1.61633 1.27291 0.345628 141.63 2.31271 1.22712 1.08558 0.408372 0.264635 0.266502 0.819083 139.317 0.906414 0.634234 0.291128
internal_count=4633 314 295 292 244 236 116 4319 4241 199 197 78 42 4042 3925 117 83 54 3687 197 83 114 61 55 47 67 3490 108 82 74
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=0
split_feature=0 2 3 2 3 3 0 0 4 1 0 4 0 4 4 0 0 2 1 0 2 0 0 4 1 4 2 2 0 1
split_gain=0.0481039 0.0737819 0.116895 0.074171 0.193093 0.223642 0.193842 0.0954272 0.122857 0.0871342 0.324763 0.246107 0.423605 0.259548 0.24863 0.237986 0.295706 0.29914 0.181741 0.376616 0.481009 0.219307 0.446729 0.364359 0.333935 0.31164 0.33762 0.274018 0.252693 0.192516
threshold=113.1679565431 0.70681500000000008 0.077805000000000027 0.27394500000000005 0.094595000000000026 0.077080000000000023 92.773313165550022 97.886760529650019 43.477771593600004 80.538140213850014 99.647700605050019 40.250747516500006 101.31992156225002 39.476991512000005 41.559097512700014 100.01333091085002 102.21786657775002 0.059500000000000011 78.962703749400006 100.69082235970002 -0.0057149999999999996 101.61296349840002 99.013224486300018 40.858951393400005 72.62331947780001 41.444941515100005 -0.22573999999999997 -0.085550000000000001 101.91675926715001 76.279622535200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 5 6 -5 -8 -9 18 -11 12 -12 -14 -13 -16 -17 -18 21 -20 -21 22 29 24 -24 -25 -27 28 -23 -1
right_child=-2 2 -4 4 -6 -7 7 8 -10 10 11 14 13 -15 15 16 17 -19 19 20 -22 27 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0001160352593388282 -0.026049854364073838 0.069347990663060258 -0.0097881181350636531 -0.1115112331241056 0.0064968594799538031 -0.11109285266993825 0.1029773692732954 -0.10118593357668343 0.10177172271080329 -0.11198739667999563 0.095089135766306204 -0.029536519847111684 0.023880701172531063 -0.10145526783233057 0.10362737657286616 -0.029781467034287391 0.012312607593576106 0.095960837157267498 0.034687407233682972 -0.10978810733564659 0.047198058814110176 0.035637266784733945 -0.0090751512682915279 0.032938296125564724 -0.10934877926554816 0.023724918599662623 -0.10461996169932514 0.061410729036438197 -0.10464052143199327 0.028835054330727083
leaf_weight=126.29307169225694 0.70720744934089808 0.38947691122302686 0.35844059209921397 0.1142110712826242 1.1348121933260698 0.39323517188495316 0.1351400725543499 0.073303404267790029 0.050286043435335159 0.21405304167274053 0.88486964220646624 1.7410386601131902 1.1879602569874803 0.19191276844321681 0.28250009566545475 1.36828182102181 2.6259451520327279 0.51066552469274018 0.52144067047629405 0.76397110952166247 0.26215205865446467 0.29602014867123205 0.51112206000834637 0.93510627746582009 0.94829381873205421 0.35240084060933441 0.48988531262148172 1.2108533762657305 0.22680238393877517 2.3394201742266878
leaf_count=2756 463 13 33 4 34 41 2 48 1 16 12 78 174 51 3 75 306 11 16 72 10 12 5 6 90 18 61 41 48 133
internal_value=-3.19057e-05 9.34298e-05 0.0314219 -6.69926e-05 -0.0196908 -0.0584783 -0.00300054 0.0448994 -0.0186066 0.000191783 0.00971511 0.0126777 0.041082 0.00644897 0.00282414 0.0145928 0.00900947 0.0259312 -0.000442907 -0.0345152 -0.0696816 -4.82377e-05 -0.000512786 -0.0372044 -0.0742306 -0.00680226 -0.0509222 0.0352869 -0.0252158 0.000410494
internal_weight=147.514 146.807 0.747918 146.059 1.90099 0.766176 0.372941 0.25873 0.123589 144.158 9.00723 8.79317 2.26474 1.37987 6.52843 4.78739 4.50489 3.13661 135.151 1.54756 1.02612 133.603 131.869 3.23681 1.45942 1.77739 0.842286 1.73368 0.522823 128.632
internal_count=4633 4170 46 4124 130 96 55 51 49 3994 726 710 237 225 473 395 392 317 3268 98 82 3170 3069 180 95 85 79 101 60 2889
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=0
split_feature=4 4 2 4 1 0 4 1 0 1 0 2 2 4 1 0 0 3 3 3 3 1 1 0 0 3 3 1 1 1
split_gain=0.0498325 0.151692 0.376222 0.209888 0.128407 0.31151 0.646114 0.342125 0.290923 0.588524 0.339744 0.321036 0.257688 0.183429 1.00763 1.59199 0.64781 0.467538 0.929318 0.479746 0.372266 0.268506 0.530024 0.259075 0.256614 0.213108 0.467586 0.484851 0.328193 0.464359
threshold=42.154118731400011 42.027798546600003 -0.085550000000000001 42.081757894750005 58.309968391300011 85.121961326250016 38.171717059500004 59.240174904450008 85.799452775150016 61.917879202350001 85.705356740550016 -0.07490999999999999 -0.021344999999999999 41.444941515100005 61.987779113750001 86.538778761000017 86.692020874450009 0.098950000000000024 0.08846500000000003 0.087795000000000026 0.094235000000000027 67.181880221750006 77.852370541550016 99.198728097250012 85.823648898300021 0.089965000000000031 0.090850000000000028 61.923256118600001 61.917879202350001 62.020040611300011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 -6 9 -7 11 -11 -8 24 -15 20 -17 18 19 21 -16 -18 -23 -24 -10 28 -27 -28 -26 -30
right_child=-2 2 3 -5 5 8 12 -9 13 10 -12 -13 -14 14 15 16 17 -19 -20 -21 -22 22 23 -25 25 26 27 -29 29 -31
leaf_value=0.034860924106646547 -0.0027388204116497589 -0.020243663166381376 0.070373729394030596 0.01145726720679878 -0.1104946117230262 -0.021530461760026126 -0.11258421551692757 0.021307311965787071 -0.055475119165603104 -0.029716257426326432 0.057925776454217349 0.039462681751942057 0.02020152999813609 -0.10675865709311122 0.08227538541077771 -0.11876952274892438 -0.0022368146323803167 0.033835986245669657 -0.097005911296258254 0.053030720536837717 0.019021671022185008 -0.11271085304463276 0.10789407491586332 -0.041196406654505559 -0.062631018493371313 0.054244826196573531 0.042591705898875967 0.0008334117531402464 0.03940216936463431 -0.0057673296927030302
leaf_weight=1.0718563048721979 46.51443086756035 1.4252989742890352 1.3695282277185463 1.0826804844691649 0.22500529804346969 2.5488716783002001 0.9415364086671616 1.5791301808078513 0.78901727497577567 1.167508467769949 3.217844033613801 1.5768172838725147 0.17300103680827283 1.0275299092754711 1.8447268605232223 0.73105564340949047 1.850814513396472 1.3175829132596844 1.5966592519762342 1.0026818727492353 1.8772530145943163 0.78377728734631069 0.19934804737567902 0.28063132701754512 0.92770724778529157 1.9850889092645037 3.0387576147913924 32.716584408880294 2.4652179870754471 29.645129468969799
leaf_count=139 2024 23 23 24 28 29 121 111 4 38 19 19 15 24 30 7 18 40 40 8 11 28 1 68 13 31 21 714 46 916
internal_value=-3.27614e-05 0.0012202 0.0206138 0.0443614 0.000441593 5.53206e-05 -0.0321112 0.00486945 0.00106928 0.0186874 0.0358808 0.0100321 -0.0919729 -0.000714127 -0.0118849 -0.00339643 -0.0291773 -0.0198625 -0.032245 -0.0071309 0.0503721 -0.0264989 -0.0620315 0.0207248 0.00123884 0.00187107 0.00700504 0.00438235 -0.00399362 -0.00229952
internal_weight=146.973 100.459 3.87751 2.45221 96.5811 95.5093 2.91867 1.80414 92.5906 8.51104 5.96217 2.74433 1.11454 84.0796 12.5121 11.4845 7.76255 7.0315 5.71391 4.11725 3.72198 3.11457 1.26376 0.479979 71.5675 70.7785 37.7404 35.7553 33.0381 32.1103
internal_count=4633 2609 70 47 2539 2400 275 139 2125 105 76 57 136 2020 275 251 210 203 163 123 41 115 97 69 1745 1741 766 735 975 962
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=0
split_feature=0 0 4 0 1 0 3 2 4 1 4 4 1 2 4 2 2 4 1 4 4 4 0 4 4 1 1 3 1 0
split_gain=0.0565752 0.336776 0.490535 0.33311 0.237028 0.802746 0.221965 0.276894 0.216743 0.637589 0.510159 0.441799 0.432543 0.22514 0.227323 0.399229 0.36157 0.427478 0.34662 0.555821 0.290776 0.537531 0.682003 0.653323 0.97004 0.762131 0.595842 0.543945 0.487612 0.398087
threshold=87.261973998100004 87.727077254650013 42.876019054300009 86.904409066750006 63.910026677050006 86.162394622750014 0.080545000000000019 -0.59496499999999986 39.427119987250002 61.982402197500001 40.165165956550005 40.518963363600001 62.00390986255001 -0.27494999999999997 40.94178426300001 -0.043559999999999995 -0.0025899999999999999 41.362929270750008 62.041548276350007 40.574766824850009 43.067541470150012 42.844429421150004 85.799452775150016 42.206017975500011 42.546237522150008 62.111448187750007 61.993156030000002 0.08376500000000002 62.095317438950012 85.705356740550016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 8 6 -6 -8 9 -1 12 -12 -10 -13 15 18 20 -18 19 -15 21 22 29 26 -25 -26 -24 -28 -22 -16
right_child=1 -3 -4 -5 5 -7 7 -9 10 -11 11 13 -14 14 16 -17 17 -19 -20 -21 28 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=0.00047470796419106043 0.059342933066039896 0.00043518365016876806 -0.027748242669201464 -0.035004446096187081 0.045058563696927706 -0.1234015527455825 0.10298676556671214 -0.10969137450422095 -0.0019067583527591081 0.077357741130783475 0.035134063868426296 -0.046582781402750822 -0.057403397957700809 -0.0061670594503703225 0.014167143589697917 0.032523282385670919 0.0035276712682843336 -0.093890537415319483 -0.0077367407994136765 -0.12489895781783221 -0.0019889364818262987 0.056071729482329413 -0.030956743146335508 -0.13079137288977699 -0.047635964145023343 0.067455338796385822 -0.0093641437681022087 0.036615646050269617 -0.071693071843790354 0.062311879540389518
leaf_weight=4.6399044746910922 2.2132977247238155 79.136675236565566 0.91371815981983662 2.9625828457646994 0.7697807489275863 0.66559248161502171 0.082783520221710094 0.23497373736972815 2.7616938493447369 1.4053527105825194 3.6555989353946634 1.0596706591895699 2.8576109629357234 0.71128662163391732 5.0622498964767138 1.0470001416106303 0.9850567519897655 0.82994410802712082 1.7725218832492826 0.88464664987986907 7.8436548715089867 2.3008616402512407 3.5242961923358989 0.93422959034796749 1.8948644830379637 0.82625565445050586 4.559258930385111 5.9054682510904968 1.1508419305318964 2.59927624091506
leaf_count=221 43 3011 25 41 50 14 1 98 35 36 32 33 27 17 118 11 23 147 10 69 237 39 34 28 22 66 24 69 32 20
internal_value=-2.71179e-05 0.00170705 0.0338948 -0.00225871 -0.000667424 -0.0369048 0.0160328 -0.0542835 0.000405489 0.0183479 -0.00163464 0.00173291 -0.0301287 -0.00104899 7.75341e-05 -0.0214111 0.00254737 -0.0410187 -0.0381752 -0.0719817 0.00470775 0.00979533 0.00558779 -0.00522995 -0.0428735 -0.012689 0.00460634 0.0165832 -0.0109076 0.0305009
internal_weight=146.191 82.2637 3.12702 63.9273 60.9647 1.75313 1.08754 0.317757 59.2115 6.04526 53.1663 47.547 5.6193 43.8914 42.8317 4.41546 38.4163 1.815 3.36846 1.59593 36.6013 27.6068 25.3059 17.6444 3.65535 2.72112 13.989 10.4647 8.9945 7.66153
internal_count=4633 3079 68 1554 1513 163 149 99 1350 257 1093 1031 62 999 966 107 859 170 96 86 689 420 381 243 116 88 127 93 269 138
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=0
split_feature=2 2 4 3 3 3 0 0 1 0 0 0 0 0 0 3 3 4 1 3 3 1 3 4 1 3 3 4 2 4
split_gain=0.0595891 0.269373 0.463203 0.805619 0.381123 0.281631 0.224754 0.290744 0.204211 0.507146 0.412532 0.937865 0.284606 0.511806 0.411786 0.306168 0.971816 0.488417 0.420713 0.802234 0.399145 0.361882 0.414701 0.355834 0.633206 0.626576 0.704874 0.816661 0.648086 0.651816
threshold=-0.093604999999999994 -0.088274999999999992 41.741384785950011 0.088145000000000015 0.086375000000000021 0.082855000000000026 89.980005167950011 97.615226258450022 62.00390986255001 85.931187223550012 85.732241321850012 85.307464937250003 86.264556031700025 85.705356740550016 86.393602021950016 0.083555000000000032 0.084365000000000009 37.232443001650005 67.254468591300011 0.076615000000000016 -0.25420999999999999 72.04530097975001 -0.22831499999999999 36.558960102350007 67.923894665750012 0.093745000000000023 0.09117500000000002 39.476991512000005 -0.16164499999999998 40.722669576350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 4 5 -4 -2 -8 9 10 11 -1 13 -10 -14 17 -17 20 -19 21 -16 22 -20 24 -18 26 27 -25 -27 -30
right_child=1 -3 3 -5 -6 -7 7 -9 12 -11 -12 -13 14 -15 15 16 23 18 19 -21 -22 -23 -24 25 -26 28 -28 -29 29 -31
leaf_value=0.0060949542452276122 0.017783726148686139 0.00036199844102584273 -0.0013261042645192887 -0.12008963578943105 0.027091837813525622 -0.068948362535685273 -0.065155129079214544 0.012334999686579969 -0.047838182032107074 -0.055053651548324173 0.054027083824568972 -0.12100104777921561 -0.071502773649917889 0.043278540060610868 0.018479185224048924 0.10148037889293632 0.1039426517602268 0.020575128990944946 -0.11255254492504184 -0.077119244385908614 -0.11314915700204907 0.030329861805679027 0.027918254924023986 -0.067129199257528388 -0.00020532488609393456 0.010535235700098051 0.065680905178275226 0.015251320604943747 -0.090084040390650322 -0.0090170953397571123
leaf_weight=4.6391951811294785 3.5829155710525793 87.621694910305678 1.0565433137235238 0.98650011280551542 1.2304949025856329 1.476682027467177 0.92205918766558159 1.0196120217973428 0.73031275554194408 2.0091024040739285 1.2510894387960432 0.66365652202512126 0.73006152641028066 3.9545507896691561 0.33018007144892181 1.1215805886440673 0.98702371120453181 4.1840814779279736 0.45026941248215735 1.7320979400615213 0.76211507362699993 2.1385502692646696 0.3941287507041128 1.3903503740684779 1.4288793230161898 3.4107668128222031 2.2726485784132811 8.9470449144291688 1.9526119044326145 2.0157104496174725
leaf_count=417 22 2242 31 43 11 28 19 23 143 41 8 28 9 46 27 18 13 51 37 421 87 233 31 35 106 154 47 167 50 45
internal_value=-2.41603e-05 -0.00143428 -0.0167527 -0.0396504 -0.0185666 -0.0407449 0.00293554 -0.0244634 0.00288232 -0.0110992 0.00237495 -0.00981122 0.00595747 0.0290746 0.00279524 0.00441353 0.0106419 -0.0102523 -0.00250628 -0.0229885 -0.0733604 0.00844344 -0.0469868 0.00609459 0.0423446 0.00171338 0.0152569 0.00417137 -0.0214311 -0.0489061
internal_weight=145.393 97.8965 10.2748 4.75022 3.76372 2.53323 5.52459 1.94167 47.496 8.56304 6.55394 5.30285 38.933 4.68486 34.2481 33.518 23.5266 9.99142 8.89913 4.71505 1.0923 2.98295 0.844398 22.405 2.4159 19.9891 12.61 10.3374 7.37909 3.96832
internal_count=4633 2419 177 113 70 59 64 42 2214 494 453 445 1720 189 1531 1522 635 887 773 722 114 301 68 617 119 498 249 202 249 95
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=0
split_feature=0 1 4 0 3 3 1 1 4 1 3 1 4 3 1 3 3 1 0 1 0 2 1 1 0 4 1 0 2 4
split_gain=0.0510723 0.324911 0.749443 0.842214 0.512422 0.472092 0.787069 0.455325 0.870471 0.700473 0.502351 0.487302 1.16991 0.473318 0.391293 0.387369 0.381023 0.256342 0.762818 0.361213 0.273431 0.205027 0.913776 0.436347 0.404404 1.18893 0.558852 0.871659 0.806664 0.543282
threshold=87.261973998100004 64.630533455950015 41.873095646600007 88.350799540950007 0.094595000000000026 0.086555000000000021 62.678712853250012 66.235542959850008 38.621016321050007 66.859265246100009 0.090465000000000031 68.20618276945001 37.892416320650007 0.4149000000000001 67.606656606400023 0.084365000000000009 0.093325000000000033 63.910026677050006 86.162394622750014 62.334590212600006 86.904409066750006 -0.122165 71.322105742700003 72.04530097975001 94.625660817400004 40.679780036550007 70.940344688150006 95.988709089550014 -0.031989999999999998 38.751720283100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 15 5 6 -4 8 16 10 -9 12 -11 21 -14 -2 -3 19 -19 20 -1 22 -13 -24 25 29 -26 28 -28 -23
right_child=1 7 4 -5 -6 -7 -8 9 -10 11 -12 13 14 -15 -16 -17 -18 18 -20 -21 -22 24 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00053594210478793113 0.072459373627416335 -0.03704107022764519 -0.042126603077508158 0.10269862216358794 -0.026192906553584128 0.057592272004898838 0.045007628936176207 0.078220251889734638 -0.10407337216122384 0.033281066081870952 0.0010092479434231348 0.05509785450759546 -0.11015911753077748 -0.10606438841183384 -0.0081483163161759267 -0.013527279386550756 0.02171015656526282 0.014865577167802289 -0.11949377415531218 0.064102751003398864 -0.033116480084310826 -0.028984449736927181 -0.11533277216340183 -0.001027976395873916 0.046680796792926957 -0.11281732433976628 -0.10793088540747686 0.0038913014229242024 0.031963512374039736 0.026078785848488068
leaf_weight=57.510161868205159 0.7529852539300913 2.2376819422934195 2.1770003298297507 1.7883145371451972 4.230851897969842 2.0940466821193695 1.9790544435381887 1.9593430394306772 1.2010177973425014 1.3810566328465932 1.4785209940746424 3.6037016717018471 1.5659800877620003 0.41085127954170175 0.49483738956041623 1.7222003526985643 2.1785811576992273 1.0365694639722267 0.71335661102784786 0.83828487552818742 2.6967038568109265 4.2477844496752422 0.35115768750256382 6.8218748563731424 2.74758920163731 1.2078175181959521 1.3500748769438358 29.931884647641255 0.59333242260618391 3.0991851231083274
leaf_count=1321 24 31 20 45 39 15 25 32 52 14 17 105 57 44 27 40 25 149 20 30 34 74 12 894 62 109 165 1075 21 55
internal_value=-2.54258e-05 0.00162428 0.0150611 0.0504097 0.000681762 0.0188739 -0.000634515 -0.0013388 -0.0285873 0.00116038 0.0450141 -0.00144766 -0.0379375 0.000862522 -0.0856646 0.012631 -0.00805858 -0.00216934 -0.039906 -0.00108757 -0.00199525 0.00167675 0.0140157 -0.0066238 -0.00140294 -0.0208725 0.00340768 -0.000322375 -0.0652204 -0.00575703
internal_weight=144.402 81.6067 14.7445 4.2635 10.481 6.2501 4.15605 66.8623 5.61728 61.245 3.43786 57.8071 3.44187 54.3653 2.06082 2.47519 4.41626 62.7951 1.74993 61.0452 60.2069 53.9544 10.7767 7.17303 43.1777 8.55479 34.6229 31.8753 1.94341 7.34697
internal_count=4633 3079 208 109 99 60 45 2871 108 2763 49 2714 98 2616 84 64 56 1554 169 1385 1355 2572 1011 906 1561 238 1323 1261 186 129
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=0
split_feature=4 4 0 4 3 4 2 1 4 2 3 2 0 3 4 4 3 3 3 1 2 3 4 1 0 4 2 3 4 3
split_gain=0.045104 0.293716 0.256992 0.256372 0.374868 0.244841 0.275743 0.182293 0.309501 0.213376 0.236491 0.498881 0.41485 0.450613 0.303232 0.197264 0.191392 0.160838 0.296456 0.13687 0.121565 0.100891 0.227334 0.0883293 0.170958 0.106583 0.085198 0.396214 0.649352 0.540369
threshold=37.041406607950009 37.765550062200006 92.773313165550022 36.558960102350007 0.090465000000000031 36.377496227400009 -0.58835000000000004 71.246828915000023 34.424709467050008 -0.27494999999999997 0.091275000000000023 -0.09280999999999999 92.168410086200012 0.085855000000000029 35.771221912400001 34.515670600900002 0.094385000000000011 0.092895000000000019 -0.086715 61.076391807500009 -0.011849999999999999 0.094595000000000026 33.361153777850006 55.782817748650011 71.144667506050013 44.952171034750002 -0.093604999999999994 0.093745000000000023 39.065416244600009 0.092485000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 20 6 -1 9 16 -8 12 -12 13 14 15 19 -9 18 -4 -11 -5 -18 -23 24 25 -3 27 29 -29 -25
right_child=1 23 17 4 -6 -7 7 8 -10 10 11 -13 -14 -15 -16 -17 21 -19 -20 -21 -22 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.1084337012514586 0.06230213877572989 -0.10086769624809476 0.042104817461340011 -0.11430466500136965 -0.0023155840957519397 0.060728576924662714 0.084166770594832893 -0.068676478292907198 -0.10785059723327922 0.028965068095829133 0.025431705083552691 -0.053927264016761768 0.057092986722929756 0.095454396267377589 -0.12177913711563504 0.010098385294342807 0.10629365055027007 0.025487013576188034 -0.086631114905532935 -0.1072241438870386 -0.040409906322880877 0.092868926720424488 -0.10297268288897239 0.0063627642963146828 -0.10700039887926271 0.062736383243313279 -0.0019192798872246985 -0.11180072233469651 -0.0070503385834511968 0.069967083354144546
leaf_weight=0.24149541738551938 1.3846531111048528 0.053995260780992704 0.31494323473452857 0.56013829817379712 1.3419446168691136 0.64646136605279103 0.32961995004734479 0.22895855609863225 0.40250010817840121 0.098830205103239588 1.4428134206682446 1.7565313860541207 1.615249564492842 0.33950236439704884 0.30083889482193615 1.0938770268621736 0.16375495493412018 1.6311615746853929 0.4140471987334422 0.29130719436034269 0.36948101453162896 0.13125231311460084 0.10808187873499264 29.090817234952741 0.22023959247962921 0.15167595249204169 87.186522182671524 0.63206868652468884 9.2871077406362001 1.4000086758487658
leaf_count=47 38 132 21 37 39 18 13 132 107 51 19 35 24 16 41 23 1 28 42 34 16 36 16 1360 36 23 1931 38 250 29
internal_value=-2.77538e-05 0.000495641 0.0281007 -0.00604437 -0.0361269 0.00139049 -0.00309887 -3.52117e-05 -0.03931 0.00555483 0.00182054 -0.0181386 0.0188962 -0.0101466 -0.0302333 -0.0116752 0.004338 0.00803537 -0.0310138 -0.0727245 -0.0849349 0.0458109 0.00442804 -0.000311838 -0.045776 0.0197851 -0.000160081 0.00363547 -0.0137252 0.0092832
internal_weight=143.23 131.767 3.74481 11.4626 2.27156 9.19107 8.54461 8.30312 1.03455 7.26857 6.93895 3.19934 3.73961 2.12436 1.78485 1.48401 0.632048 2.36015 0.72899 0.390137 0.929619 0.403089 0.239334 128.022 0.425911 0.205671 127.597 40.41 9.91918 30.4908
internal_count=4633 3928 129 705 92 613 595 548 292 256 243 54 189 165 149 108 185 91 63 85 53 53 52 3799 191 155 3608 1677 288 1389
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 3 3 4 2 2 2 0 1 3 2 4 4 0 1 2 3 2 2 1 1 2 4 2 1 4
split_gain=0.0718362 0.149326 0.146869 0.219181 0.163916 0.403255 0.377851 0.273821 0.266607 0.24193 0.451246 0.180129 0.0801176 0.206533 0.0670712 0.304122 0.600706 0.34767 0.475525 0.334821 0.647161 0.26041 0.260351 0.251694 0.348439 0.248328 0.417398 0.23042 0.191273 0.173815
threshold=-0.69416999999999995 -0.63026499999999996 -0.59614999999999996 78.27445846800002 -0.27494999999999997 0.10787500000000003 0.098085000000000019 41.184662530950007 -0.58319500000000002 -0.51760499999999998 -0.47573499999999996 100.01333091085002 62.079186690200011 0.09721500000000001 -0.16164499999999998 42.686561923500008 41.184662530950007 86.264556031700025 63.565904036300005 -0.18437499999999998 0.080545000000000019 -0.237895 -0.26416999999999996 68.20618276945001 69.633754036750005 -0.15022499999999997 43.219899330700009 -0.14831999999999998 77.443724905700023 48.823707093150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 -3 5 6 7 8 -4 -10 -11 -9 -2 -14 15 16 17 22 -19 20 21 -17 -6 -20 -25 26 -16 -27 -26 -28
right_child=1 2 4 -5 14 -7 -8 11 9 10 -12 -13 13 -15 25 19 -18 18 23 -21 -22 -23 -24 24 28 27 29 -29 -30 -31
leaf_value=0.04513310335108317 -0.011253183567092257 0.0051263172335602701 0.054394462593685258 0.081560313077864377 0.078927299050200475 0.08383011031994371 -0.11737609341225602 -0.11047563678038455 -0.10542524966849814 0.093344426844728878 -0.082908288154332849 0.049143650408351093 -0.11982409583047471 0.0097773111208726646 -0.11461552114517021 -0.064073222708803695 0.078482285189106299 0.085241442836979861 -0.10579789390980071 0.076950524161975398 -0.11513422947333463 0.0080853463674696677 -0.10788491100417263 0.10483506833861639 -0.068839545146956602 0.05943343154242825 0.08714796122555396 -0.00020182991221533945 0.042427056266644413 -0.024984646661040166
leaf_weight=0.35135896410429168 0.55547434574691468 1.2042596435712756 0.60064664378842314 0.54494151575181593 0.090676206746138965 0.30636295988369955 0.48046864384787102 0.40917936336700211 0.29731499985700827 0.291397005377803 0.28964256430322077 0.085466074126088643 0.2973502274526254 0.2096630307205487 0.5070319277215265 0.57594958428035115 1.5333754597122604 0.67799155041575421 0.26343864668160655 0.43646914675628057 0.56505600340551598 3.7990286438798653 0.42083188666401705 0.25435460358858109 0.46552018492002389 0.65127063000181706 0.18536713162029628 125.53234892049596 0.23124553628895228 0.54369957996823359
leaf_count=19 5 39 42 46 8 17 32 98 57 20 32 39 36 12 80 141 46 8 16 28 22 133 202 2 24 34 11 3123 46 215
internal_value=-2.75958e-05 -0.000139099 0.000141854 0.0289384 -0.000219242 -0.0243449 -0.037849 -0.0184888 0.00305197 -0.0320577 0.00548417 -0.0828962 -0.0374881 -0.0662306 0.000267823 0.00845967 0.0295751 -0.00161922 0.0181511 -0.00700404 -0.0144217 -0.00141406 -0.0747683 -0.0193001 0.00465782 -0.000330973 -0.0449345 0.000105965 -0.0319119 0.00352536
internal_weight=142.657 142.306 141.243 1.7492 139.494 2.76048 2.45412 1.97365 1.479 0.878355 0.58104 0.494645 1.06249 0.507013 136.734 9.31394 3.93743 2.40406 1.89255 5.3765 4.94003 4.37498 0.511508 1.21456 0.95112 127.42 1.2361 126.184 0.696766 0.729067
internal_count=4633 4614 4561 85 4476 337 320 288 151 109 52 137 53 48 4139 676 352 306 96 324 296 274 210 88 72 3463 306 3157 70 226
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 2 3 2 3 3 4 1 4 4 4 4 4 4 1 2 2 2 1 0 2 0 0 4 1 3
split_gain=0.043127 0.0744549 0.138152 0.113793 0.102228 0.0693533 0.0900761 0.0677047 0.157827 0.208622 0.136841 0.0725233 0.185029 0.344211 0.390901 0.220089 0.244393 0.202113 0.382194 0.198981 0.173635 0.163341 0.159776 0.336583 0.413562 0.186122 0.392577 0.310676 0.300739 0.288246
threshold=113.1679565431 122.35979489110001 119.82189041595002 93.155074220050025 -0.16262999999999997 0.70681500000000008 0.077805000000000027 0.27394500000000005 0.094595000000000026 0.077080000000000023 38.911218973650008 80.538140213850014 39.476991512000005 40.165165956550005 40.250747516500006 42.388109226950007 42.546237522150008 44.749265482150008 81.210254746450019 -0.088880000000000001 -0.156745 0.067985000000000018 78.962703749400006 100.69082235970002 -0.0057149999999999996 101.61296349840002 99.013224486300018 40.858951393400005 72.62331947780001 0.089965000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 7 -7 11 9 10 -9 22 21 -14 -15 -16 -17 18 -18 20 -19 -13 25 -24 -25 26 -1 28 -28 -27
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 -12 12 13 14 15 16 17 19 -20 -21 -22 -23 23 24 -26 29 27 -29 -30 -31
leaf_value=0.00040173705055814843 0.0077885680887031759 -0.1018834152538009 0.067023306129150514 0.067456749042770145 -0.10541332065432918 0.066285994424076164 -0.0053388977050981045 -0.065053249147910566 0.0039834375026790211 -0.11033182792001339 0.064909933738010864 0.063342321428218662 -0.10588569723112605 0.11421400987817576 -0.024020819299231666 0.078831205706825794 0.010929459331728029 0.020680993858112146 -0.083522388102037368 0.069760238036351355 -0.10165394722860757 -0.0025936306733512753 0.032142567323293902 -0.10738016913068132 0.043503879460801212 0.063145833316604144 -0.010611913635317303 -0.0074235068196985988 -0.10848591868448246 -0.025576783133544275
leaf_weight=123.97011484041718 0.12336462813254911 0.10627938462465636 0.1641213135549151 0.079048093445749146 0.2257709737125414 0.3607921286020418 0.34203855262603611 0.16026546248030982 1.0974912974925244 0.35485868505202234 0.16384035972077982 1.0363271214841896 0.2836790569799631 0.32126894586690458 2.2587060928844949 0.51985272209276434 1.6626193858683116 0.60640502462047152 0.57712350788278843 0.76514197210781254 0.14347077609272674 0.58937892339736198 0.5110708558349859 0.70504180454918242 0.24470785411540419 1.0924110330051906 0.50093301944434576 1.6803712643541073 0.84105404383080895 0.55081435156171199
leaf_count=2889 34 179 59 111 80 13 33 41 34 41 14 156 52 3 147 12 8 71 175 19 54 29 16 72 10 66 5 85 90 35
internal_value=-2.80893e-05 -0.0248134 -0.0109845 -0.0408846 -0.0654142 9.44143e-05 0.0314291 -6.21804e-05 -0.0194609 -0.0573566 0.000645091 0.000185989 0.00899104 0.00205687 0.0065241 0.00122857 0.0145703 0.00567332 -0.0134083 0.0338829 -0.00272487 0.0394381 -0.000407165 -0.0332927 -0.0685041 -3.37083e-05 -0.0004664 -0.0360753 -0.0719518 0.0334057
internal_weight=142.038 0.698584 0.592305 0.428184 0.349136 141.34 0.702831 140.637 1.77646 0.678965 0.324106 138.86 8.76397 7.13827 6.85459 6.53332 4.27461 3.75476 2.23974 1.51502 0.749876 1.62571 130.097 1.46082 0.94975 128.636 126.992 3.02236 1.34199 1.64323
internal_count=4633 463 284 225 114 4170 46 4124 130 96 55 3994 726 541 489 486 339 327 183 144 125 185 3268 98 82 3170 3069 180 95 101
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 4 4 0 1 4 1 3 1 4 3 0 3 3 1 1 2 3 3 2 3 3 3 3 2 2
split_gain=0.0447598 0.280681 0.844118 0.365383 0.266686 0.74782 0.783148 0.556296 0.361065 0.797369 0.598361 0.428302 0.399364 1.43362 0.279714 0.270072 0.442957 0.271289 0.259034 0.900962 0.643507 0.58793 0.362374 0.301998 0.289312 0.250352 0.282621 0.268713 0.259658 0.737656
threshold=87.261973998100004 62.116825104000007 -0.071969999999999992 62.186725015400008 64.630533455950015 41.976795488650005 43.157831852650006 88.350799540950007 66.235542959850008 38.621016321050007 66.859265246100009 0.090465000000000031 67.606656606400023 38.238138001450004 0.093325000000000033 91.886121982450007 -0.16179999999999997 0.25799500000000009 69.999384342500022 70.077349628250019 -0.10040499999999999 0.083395000000000011 0.18642000000000006 -0.15022499999999997 -0.26804999999999995 -0.25215499999999996 -0.22831499999999999 -0.21029499999999998 -0.079369999999999996 -0.087660000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 7 -7 -5 9 14 11 -10 13 -12 -6 16 -14 18 20 -20 23 -22 24 -17 -21 -26 -27 -28 29 -29
right_child=1 3 -4 4 8 6 -8 -9 10 -11 12 -13 15 -15 -16 17 -18 -19 19 22 21 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.0020316181592655276 -0.013543779563733614 -0.058744609095445148 0.094512200524778184 0.0077445802167048668 -0.031898706502041171 -0.025423116104390044 0.03900937340507591 0.10231885354357984 0.07485003622963704 -0.10244162753750008 0.068402611502286076 0.0021895743121552167 0.046748845311413351 -0.10653182444335739 0.019298444052525912 0.018570032821822704 -0.095434367141704043 -0.06290228798577796 -0.10166194032867104 -0.08734719051217861 0.038875513229990569 -0.037965701803720331 0.095566643819446004 0.095110683356169734 0.059571538204842636 -0.057603251004589844 0.04973267994960516 -0.00038470947650284901 0.0066348426603937824 -0.057562545244519626
leaf_weight=62.43744304980487 1.7263048673048618 1.0313029624521721 1.2438465002924193 1.0649958550930008 2.1577958652051157 4.6507310895249248 3.1736966045573354 1.4950811695307491 1.8234890019521111 1.0890228825155643 0.72452225303277318 1.4614118775352833 0.31941773746802937 1.3256040731212122 2.1112898867577314 0.84617107202939257 0.69774235220756853 0.6513846701585625 0.86454621667507936 0.37143736180949716 1.8508013198152173 2.1552077289670706 0.40493486300340364 1.3190747611224649 0.72467734595373556 0.82672433562309677 1.1214339599091392 14.309049070059572 24.897624112122074 2.678696452184341
leaf_count=1554 29 7 25 28 31 44 31 44 32 52 9 17 17 55 25 41 63 51 15 95 25 38 29 11 42 84 33 1145 794 167
internal_value=-2.99329e-05 0.00154973 0.0317081 0.000373404 0.00118506 0.0160615 0.000711597 0.0629758 -0.00120147 -0.0260628 0.00104211 0.0425243 -0.00138733 -0.0447093 -0.00657899 0.000256221 -0.0507847 0.00123538 0.00203313 -0.000537299 0.0212758 -0.00246458 0.00139118 0.0651988 0.000542414 0.00127506 0.000311276 0.00142457 0.000131177 -0.00940074
internal_weight=141.555 79.118 2.97015 76.1479 75.1166 10.3845 7.82443 2.56008 64.7321 5.35811 59.374 3.2849 56.089 2.05013 4.26909 54.0389 1.01716 53.0218 52.3704 46.1991 6.17125 4.00601 45.3346 2.16525 44.9296 44.5582 43.8335 43.0068 41.8854 16.9877
internal_count=4633 3079 54 3025 3018 147 75 72 2871 108 2763 49 2714 64 56 2650 80 2570 2519 2404 115 63 2389 52 2360 2265 2223 2139 2106 1312
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=0
split_feature=4 0 1 4 4 3 3 3 4 4 3 2 4 3 2 4 4 1 2 2 1 4 0 0 4 2 2 0 3 4
split_gain=0.0435973 0.176224 0.225667 0.248028 0.161731 0.126102 0.1743 0.10072 0.420188 0.0982101 0.262455 0.197869 0.133899 0.114476 0.27492 0.127849 0.290502 0.258321 0.220518 0.364564 0.259154 0.611579 0.394049 0.428101 0.412254 0.335749 0.254208 0.285291 0.212574 0.21025
threshold=49.064150740050003 71.144667506050013 55.855406118200008 49.960114208400007 48.823707093150006 0.079205000000000012 0.074735000000000024 -0.42796999999999996 35.887362732750006 33.036871954450007 0.088565000000000019 -0.10771499999999999 34.515670600900002 -0.26568999999999993 -0.033594999999999993 37.041406607950009 37.765550062200006 73.007768990450018 -0.011849999999999999 0.053690000000000009 65.571493801650021 36.859113051050009 89.576736448400013 89.861713010250014 36.772607578000013 -0.051199999999999996 -0.043559999999999995 99.647700605050019 0.099855000000000027 36.558960102350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 6 -5 8 -1 10 11 -9 -11 14 -14 18 17 28 20 -20 25 22 -22 -24 26 29 27 -25 -17 -15
right_child=1 2 3 5 -6 -7 -8 9 -10 12 -12 -13 13 15 -16 16 -18 -19 19 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.056668485916938439 -0.10743981821283258 0.047834697364017735 -0.089501314791013392 0.021173793589328343 0.032265483961109433 0.064323651873968143 -0.10139056831413243 -0.10288106668338537 -0.079551028209031316 0.028670534662636533 -0.089554278114970687 0.066049683288123384 0.0042555386741499187 0.057205909325139415 0.090478197313826503 0.026597641250269227 -0.00050399594274713332 -0.0045382340973838904 0.07597145340267103 -0.014474263028312307 -0.10862352280931559 -0.13248479195032178 0.10358913135132418 -0.10840548776390423 0.075919232003029052 -0.053875895784585161 0.0032485631036715899 -0.010506557685060647 0.092640462779501165 -0.024716242819399832
leaf_weight=0.34839170123154772 0.18617269024252792 0.55048773577436794 0.43694409677118506 0.31975265196160763 1.5541317382594559 0.24412282294360921 0.18211371417055489 0.091354855638883237 0.64694573666452015 1.6390283604437161 0.41827316101267797 0.28767350542557224 1.7566688596816677 1.0189214058918881 0.46840129810470799 1.3187786201015113 120.02611054424597 1.3962524027815559 0.67173786748025932 1.3241182454003135 0.44303228706121522 0.58169129909219908 0.31051498837769065 0.714181681702031 0.37233257903699257 0.65888307243585575 0.8635170849047421 0.51040180183315442 0.77306443762790866 0.45236560191369779
leaf_count=51 16 10 67 39 47 54 159 80 106 105 81 52 81 59 38 42 3222 64 15 46 5 17 5 55 12 4 12 65 13 11
internal_value=-1.95478e-05 -0.0149867 -0.00505706 -0.0296707 0.000187676 0.00537358 -0.0233015 -0.00017597 -0.031871 5.5829e-05 -0.034938 0.0253334 0.000262042 -8.63196e-05 0.0224063 -0.000467096 0.00032275 0.0287713 -0.0127823 0.0159667 -0.0224651 -0.0381314 -0.0210546 -0.00705369 -0.0210172 0.0054501 -0.0383021 -0.0676016 0.0510045 0.0320179
internal_weight=140.566 1.91959 1.73342 1.18293 138.647 0.745989 0.501866 137.093 0.995337 136.097 0.797302 0.379028 135.3 133.661 2.22507 131.436 123.514 3.4881 7.9217 1.99586 5.92584 3.79567 3.21398 2.77095 2.46043 2.13017 2.0881 1.22458 2.09184 1.47129
internal_count=4633 345 329 319 4288 252 198 4241 157 4084 213 132 3871 3766 119 3647 3341 119 306 61 245 171 154 149 144 74 132 120 55 70
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=0
split_feature=4 2 3 4 2 3 2 4 1 0 4 0 3 4 1 2 3 3 1 1 0 3 3 0 0 4 2 2 0 3
split_gain=0.0500586 0.218772 0.15478 0.0667299 0.525275 0.222249 0.403335 0.0744761 0.206971 0.237427 0.190236 0.198757 0.182664 0.513033 0.150987 0.175292 0.140636 0.248886 0.0759946 0.687052 0.313161 0.240731 0.230834 0.198628 0.33224 0.193694 0.192182 0.176123 0.361513 0.231937
threshold=31.914316944300001 -0.10771499999999999 0.088565000000000019 34.515670600900002 0.15915000000000004 0.094385000000000011 -0.11334499999999999 37.041406607950009 69.873026810350026 93.308316333500017 37.765550062200006 92.773313165550022 0.090465000000000031 35.771221912400001 71.397382570300024 -0.59915999999999991 0.092895000000000019 -0.086715 74.757955233350017 72.62331947780001 94.75470680765001 0.12001500000000002 0.10646500000000002 95.746747857800017 96.631250582750013 40.518963363600001 -0.066979999999999998 -0.10434500000000001 97.615226258450022 0.089850000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 8 9 12 11 -9 13 -5 -10 -16 17 -13 19 -12 -21 22 23 -20 -25 -24 -23 28 -26 -30
right_child=3 2 -4 7 -6 -7 -8 10 14 -11 18 16 -14 -15 15 -17 -18 -19 21 20 -22 26 25 24 27 -27 -28 -29 29 -31
leaf_value=-0.10694029705122586 -0.08215897831576853 0.077504261342833947 -0.10627288895278218 0.0097100745478690496 -0.078788248492649038 0.076107325607944795 0.064548122761013002 0.055299523190851296 -0.021896621936894275 0.038858812583253334 -0.00059509355153403729 0.038594222124671895 0.0061387036490813431 -0.098465142607201045 0.09045665700526212 -0.10653575095862529 0.022111376383576988 -0.083627445001133213 0.07051821017281229 0.013236862934314845 -0.11015280868766333 0.079875667546932649 -0.12304452575428793 -0.094433640750509459 -0.10724076585845202 -0.0071021396913126741 -0.011592587226227394 0.0088514587002846406 0.011073076289149567 -0.039673638729022222
leaf_weight=0.21365719438313135 0.32136271809622496 0.1833895391008572 0.061095479961636556 1.0648269632802092 0.4473164244345752 0.92422085603061532 0.44953778341482498 1.2530512900557362 1.7747216529314758 1.2606410384178159 99.865773221339168 0.28750597820180734 2.7296056989580393 0.74526775273079682 0.050578608526848368 0.42251527259668342 1.5686703430951636 0.39622788316455626 0.44272361599906673 0.27288429239706491 0.83531270244566258 0.73208005640026386 0.26335424216995207 0.34545293479459616 0.37473956402392161 0.31817142431418688 0.33473720719484734 17.937929367724784 2.8916144098056975 1.3080663600462683
leaf_count=129 43 50 43 24 22 50 31 38 36 11 2252 21 39 69 9 149 28 42 97 26 69 27 26 19 14 19 40 649 465 96
internal_value=-1.90205e-05 -0.0330201 0.0315793 8.92683e-05 0.0176018 0.0430376 0.00339082 -0.000183647 -0.0095175 0.000465474 0.000396754 0.0233747 -0.0101961 -0.0348288 -0.0352779 -0.0854752 0.00561445 -0.032234 -0.00024291 -0.00146403 -0.0797691 0.00469927 0.00262316 0.00417632 0.00289137 -0.0596087 0.0511755 0.00438483 -0.0131304 -0.0047329
internal_weight=140.077 0.458142 0.244485 139.619 2.14244 1.69512 0.770901 137.476 8.04816 5.80034 129.428 3.50546 4.5397 1.81009 2.24782 0.473094 2.2524 0.683734 125.923 100.974 1.1082 24.9489 23.8821 23.3005 22.8578 0.581526 1.06682 22.5123 4.57442 4.19968
internal_count=4633 222 93 4411 146 124 74 4265 337 143 3928 129 132 93 194 158 91 63 3799 2347 95 1452 1385 1340 1243 45 67 1224 575 561
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=0
split_feature=2 3 4 2 1 1 0 2 2 4 3 3 4 0 3 3 3 4 2 2 3 1 0 0 2 4 4 1 0 3
split_gain=0.0454388 0.181201 0.245041 0.187726 0.460452 0.312719 0.203161 0.16883 0.166943 0.265527 0.677325 1.09572 0.584497 0.593019 0.521053 0.187536 0.402556 0.265682 0.624588 0.156782 0.154441 0.133647 0.317046 0.129295 0.114056 0.109833 0.236228 0.145486 0.31109 0.209836
threshold=1.0000000180025095e-35 -0.249005 36.016191615950007 0.048475000000000011 69.545034918450014 61.987779113750001 86.692020874450009 0.050115000000000014 -0.031989999999999998 41.489621506400006 0.098950000000000024 0.087795000000000026 40.300545846000013 93.308316333500017 0.082535000000000011 0.11636500000000001 0.11148000000000002 39.262923716450011 -0.11534 -0.087660000000000002 -0.10978499999999999 81.573196594050017 107.30980627685001 108.49541631240002 0.2758500000000001 42.527280425250005 42.027798546600003 62.046925192600007 89.237990724000014 0.10307000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 5 6 -3 -5 15 12 11 14 13 -10 20 16 -1 18 -17 -19 -11 25 -23 -24 -4 26 27 29 -29 -9
right_child=1 3 24 7 -6 -7 -8 21 9 10 -12 -13 -14 -15 -16 17 -18 19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.2331175291452716e-05 0.057577375043465974 -0.11384743520941271 -0.11476994069182847 0.054549200856427199 -0.11166064561294416 0.012962479020625415 -0.014804530054180684 0.045744073756275032 -0.037699566877701471 -0.0057997986512325142 0.026090851453446046 -0.11927987092090526 0.079097058491244557 0.047313446128502717 0.066901572341451193 0.013672699107051933 0.05555364030176977 0.0064632263113177423 -0.13169391194247157 -0.025526999194971874 -0.11049215755938512 -0.10423545210948248 0.10104166659709327 -0.023041650453127675 -0.016514395978481432 -0.015187748907323051 0.041574755674438607 -0.058818938769273924 0.00083919240983340365 -0.011628934352945135
leaf_weight=96.291653466666503 0.15471078256632864 0.38059882135803835 0.3860647293540751 0.57716495200384343 0.51191004261909245 1.9903785688220521 0.45434051007032394 1.5256129604531516 1.6103016040069618 0.28308015783841256 3.5949996188282967 1.049709348240867 1.6151640687603501 1.6730419652435555 0.82263401615273324 0.58936353493095339 1.3212053635106702 3.5046333546924866 0.5929371374120922 2.721830513884925 0.28055973565642511 0.38842501620274461 0.14096599082404282 0.20771676502909031 0.17023650291957892 3.2932206771256451 1.5781614671868727 0.96036229374294535 9.7278095110304985 1.0950380302965639
leaf_count=3113 22 44 79 34 107 27 2 43 30 23 32 89 58 32 12 33 40 62 35 37 19 66 5 137 12 141 35 31 222 11
internal_value=-2.34703e-05 -0.00402886 -0.0537433 -0.00248068 -0.0243964 -0.00858532 -0.0599523 0.00127104 0.000789785 0.0125519 -0.00149537 -0.0422068 0.0298467 0.00561918 0.0161541 -0.000434287 0.000729898 -0.0157728 -0.0592303 -0.00752095 -0.0579119 -0.000354471 -0.0420974 0.0271229 -0.0847023 0.00133798 0.00499371 0.000655929 -0.00452126 0.0217708
internal_weight=139.494 23.5427 0.711012 22.8317 3.33723 2.82532 0.834939 19.4945 115.951 10.9295 6.03098 2.43598 4.89851 3.28334 1.38627 105.022 97.6129 7.40876 1.1823 6.22646 0.56364 18.9173 0.737108 0.348683 0.556301 18.1802 14.887 13.3088 10.6882 2.62065
internal_count=4633 1018 113 905 180 73 46 725 3615 295 175 143 120 62 54 3320 3153 167 68 99 42 691 208 142 91 483 342 307 253 54
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=0
split_feature=4 3 3 4 2 1 1 4 3 3 3 4 4 1 0 4 2 3 2 3 2 3 2 3 3 4 4 4 3 2
split_gain=0.0431305 0.193804 0.142581 0.163225 0.112124 0.163837 0.133876 0.0857067 0.111709 0.136071 0.0797648 0.344528 0.110501 0.162283 0.237536 0.0992012 0.188346 0.200046 0.255271 0.0934858 0.245623 0.111849 0.141598 0.122342 0.232529 0.438766 0.256839 0.281636 0.339449 0.23927
threshold=49.292797572200008 -0.25098999999999999 -0.24360999999999999 49.960114208400007 -0.23353499999999996 87.143681840350013 90.679004281900021 48.823707093150006 -1.0000000180025095e-35 -0.25843999999999995 -0.42796999999999996 35.887362732750006 32.724174661450007 69.165962322050021 93.501885318850015 34.515670600900002 0.18839000000000003 0.094385000000000011 -0.11334499999999999 -0.26568999999999993 -0.033594999999999993 -0.24748499999999998 -0.16533 -0.10696499999999999 -0.12193999999999999 40.300545846000013 41.289992964000007 47.74983977685001 -0.20885999999999996 -0.036264999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 10 9 -9 11 -1 13 14 -12 16 17 18 -14 20 -17 22 -21 24 25 -23 -27 28 -28 -26
right_child=1 2 3 4 5 6 -8 8 -10 -11 12 -13 15 -15 -16 19 -18 -19 -20 21 -22 23 -24 -25 29 26 27 -29 -30 -31
leaf_value=0.053266728480334785 -0.10563394064625581 0.080021558939834814 -0.10435263251907345 0.086660995291870241 -0.10547320227361622 0.042123199536235251 -0.10069588217846492 0.03504071966859236 0.044279985814095243 -0.036329721990894723 -0.066794204362797829 -0.074579494748299321 -0.07563667895765773 -0.11232792077314979 0.090619379577270648 0.0039215106339392054 -0.050936577154324029 0.07071098772240357 0.061658380105348867 0.019332530502668081 0.088564977240821977 -0.069203716922285538 -0.028846175836992741 -0.00068988835203006704 0.088945778817160454 0.048041860688786159 0.0044351474767779248 0.061361805250595841 -0.078424568018475804 0.00067952864782313302
leaf_weight=0.32575096728942199 0.21199126246938238 0.18063535355031479 0.1738345144667609 0.13263145416203759 0.1495899990295585 0.35603104938491015 0.080468562337046023 0.51255315914750099 1.0038932512688905 0.55789905162237141 0.24282415088964526 0.59728634446628348 0.27267354612399675 0.21495613024427485 0.15839112084358931 1.7544399739199437 0.2746575898490845 0.82792835723876124 0.26904171771070551 0.78646959070829359 0.4260949093995795 0.71142302141015523 2.7190378303921525 119.46661523077933 0.72917603864334524 1.5878974947554523 2.3555963447433896 0.61512890495941963 0.62574816075448403 0.53058412784548525
leaf_count=51 19 3 48 8 120 61 55 10 36 32 46 106 36 144 5 81 15 47 25 28 38 51 58 3172 51 99 75 17 72 24
internal_value=-2.63089e-05 -0.0182607 -0.00100151 -0.017399 0.00363222 -0.0151571 0.0157945 0.000144042 0.0203169 -0.00215618 -0.0001648 -0.029461 3.61495e-05 -0.0422147 -0.00465072 0.0002305 0.0246415 0.0397974 -0.00744938 -7.2875e-05 0.0204616 -0.000416968 -0.0180372 7.0843e-05 0.0127717 0.00443897 0.0145446 -0.000245016 -0.0129561 0.0517699
internal_weight=138.851 1.28518 1.07319 0.892556 0.718721 0.58609 0.4365 137.566 2.07435 1.07045 135.492 0.923037 134.569 0.616171 0.401215 133.953 1.6443 1.36964 0.541715 132.308 2.18053 130.128 3.50551 126.622 7.15555 5.89579 5.18437 3.59647 2.98134 1.25976
internal_count=4633 314 295 292 244 236 116 4319 78 42 4241 157 4084 195 51 3889 123 108 61 3766 119 3647 86 3561 389 314 263 164 147 75
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=0
split_feature=2 4 2 3 3 0 0 4 0 1 2 1 0 1 4 2 1 1 3 1 2 1 4 3 2 2 0 3 0 3
split_gain=0.047284 0.158966 0.0560939 0.160813 0.166268 0.123817 0.0727932 0.104532 0.0584406 0.308518 1.48979 0.328761 0.360721 0.236026 0.639732 0.407513 0.264015 0.59513 0.42873 0.366414 0.340839 0.306961 0.971227 0.298734 0.253113 0.617614 0.200203 0.514514 0.394794 0.198471
threshold=0.70681500000000008 41.444941515100005 0.27394500000000005 0.094595000000000026 0.076835000000000028 92.773313165550022 97.886760529650019 43.477771593600004 87.261973998100004 62.229740345500012 -0.10434500000000001 63.910026677050006 86.264556031700025 64.630533455950015 41.444941515100005 -0.09715 66.235542959850008 66.859265246100009 0.08729000000000002 65.644082171150004 -0.040509999999999997 67.606656606400023 39.117456157700005 0.09117500000000002 -0.083834999999999993 -0.06828999999999999 92.168410086200012 -0.16179999999999997 92.464140480550014 0.092015000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 5 -4 -7 -8 9 29 11 -11 -13 14 15 -10 18 23 20 -20 -15 22 -19 -18 -16 -26 27 -23 -28 -1
right_child=1 -3 3 -5 -6 6 7 -9 13 10 -12 12 -14 16 24 -17 17 21 19 -21 -22 26 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0059289832685832655 0.069263868020038519 -0.027395905288004996 -0.10749463644231083 0.0050619698599486552 -0.10942590218161062 0.10202164574831277 -0.10098369139881597 0.10150540879848331 0.0090627024241895105 0.082236724163683828 -0.1204443391335704 0.024418697844342644 -0.11262448746727011 -0.1154578258620594 0.024651663020176427 0.085043193581267884 0.072273039585514051 0.046643692093620494 0.026212508809135393 -0.042317008206471309 -0.024990874822553091 0.04141383651421672 -0.10193505634926875 0.0094287730101499118 -0.048781023481228369 0.012417586881835032 0.083327685667111184 -0.082439520265188443 0.00027570013865119944 0.0057327876831250024
leaf_weight=32.193794872000808 0.38117524792096347 0.3073164027009625 0.081982332281767323 1.0544937767776899 0.31759345484260848 0.094763152301311493 0.062726181256948621 0.042951945215463638 1.1672807037830355 0.6427713333978321 1.1803097294541647 0.79844511330429646 0.2529063856927678 0.72521081299055368 3.5227733543142667 1.7858423101715732 1.6876206276938313 0.74094752594828506 1.9271917343139651 1.3109584471676496 0.97818659410404396 0.53255256966804154 1.0830231113941406 1.3708061221987007 2.4678676240146151 4.9701472278684378 0.57918516692006861 0.90609445751215278 48.58091778619314 26.694920537906
leaf_count=1014 24 35 4 44 47 2 56 1 26 16 70 102 10 26 40 62 32 13 30 23 23 21 32 16 37 41 11 69 2384 322
internal_value=-2.25384e-05 0.0261186 -0.000153191 -0.0184552 -0.0597853 -0.00396296 0.0383824 -0.0186838 6.92994e-05 -0.00220405 -0.0341941 0.0258971 -0.00854753 0.00195813 0.0137004 0.0550104 -0.000745851 0.0012269 -0.0228949 -0.00153153 -0.0635066 -0.00127472 -0.0415782 0.0441058 0.00257047 -0.00788757 0.000178126 -0.036592 0.00125419 -0.000642571
internal_weight=138.443 0.688492 137.754 1.65451 0.600017 0.282424 0.200441 0.105678 136.1 61.7631 2.87443 1.69412 1.05135 74.3366 13.9139 2.95312 60.4227 55.4811 4.94155 3.23815 1.7034 52.4227 1.82397 3.05843 10.9608 7.43801 50.5987 1.43865 49.1601 58.8887
internal_count=4633 59 4574 154 110 63 59 57 4420 1534 198 128 112 2886 206 88 2680 2578 102 53 49 2530 45 48 118 78 2485 90 2395 1336
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=0
split_feature=1 0 3 1 2 3 0 0 1 0 1 0 0 0 1 1 2 2 1 1 1 3 3 3 2 2 4 3 3 0
split_gain=0.0403003 0.718136 0.683804 0.39656 0.283314 0.215859 0.210231 0.434294 0.410293 0.28701 0.263859 0.35674 0.679996 0.297407 1.6459 0.617774 0.527449 0.272909 0.255181 0.24088 0.34381 0.280379 0.236034 0.201774 0.194879 0.464033 0.218381 0.296389 0.369266 0.611699
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 70.74946416085001 -0.079369999999999996 -0.222165 93.972365491700018 93.843319501450011 70.348883899450016 94.770837556450019 69.999384342500022 93.308316333500017 92.773313165550022 90.321439350550008 66.859265246100009 67.606656606400023 -0.051199999999999996 -0.040509999999999997 69.999384342500022 65.571493801650021 66.439865777750015 0.10249000000000003 0.088145000000000015 -0.25843999999999995 0.20852500000000004 0.13747000000000004 38.110427674550003 0.12672500000000003 0.085625000000000021 84.546631286350006
decision_type=2 2 2 2 2 2 2 2 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 5 6 -5 -2 7 10 9 18 11 12 13 19 16 -16 -15 -17 -8 24 21 -21 -13 -3 25 26 27 28 -1 -30
right_child=1 23 -4 4 -6 -7 8 -9 -10 -11 -12 22 -14 14 15 17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.016448603946167536 -0.033430860942252637 -0.078718774779893294 -0.10321450309224887 0.0074126383674422763 0.071512102885202405 0.053172165628687589 0.0082919768968716164 0.051073948479552003 -0.10295470323503285 0.016836734557112033 -0.046307448005516866 0.083880060582886967 -0.079398868184392138 0.085960602756562782 -0.084422871653477866 0.039352829384507237 0.013058065064273884 -0.034487254501514505 -0.064349156475434668 -0.075589909340200545 0.0189993325617995 -0.007828858506673083 0.0082697423685216178 0.001628478108942239 0.044044020146501488 -0.055291710825463941 -0.00063149790971748923 -0.050687768316007513 0.0070264436486154845 0.10244185772026321
leaf_weight=1.1130463499985119 0.73406898154644296 0.31538292863160577 1.3411451391129947 1.4264517503870595 1.3347544794960402 0.47342692280653886 0.78587571822572444 1.7003591210232105 0.53825693974795275 2.006626075191889 1.2106745770288387 0.84032724538701475 1.0701857795793319 2.8120560464449227 1.375583548753639 1.0061749337473886 1.5336782801896323 0.99601115845143784 1.2572735371068118 1.4436090423259882 1.1567800876218823 1.0582930184900758 0.81164714436454233 34.835778310817716 0.99989209274281066 1.5088144519468176 68.799713213534005 0.48901670798659314 1.4250403723708589 1.271301496773958
leaf_count=166 35 101 300 32 19 29 29 27 82 38 36 18 24 45 53 29 25 16 29 32 25 13 23 1823 42 48 1413 8 44 29
internal_value=-2.26472e-05 -0.00280878 -0.0540653 0.00102802 0.038398 0.000523875 -3.34578e-05 0.00100156 -0.0209282 -0.010026 6.51393e-05 0.000690949 -0.000172758 0.000801924 0.0195337 -0.0328277 0.0602321 0.00262021 -0.0364085 -0.00102327 -0.026083 -0.0469273 0.0467312 0.000907587 0.000189397 -0.000398349 0.000734702 0.0226019 0.0320102 0.052014
internal_weight=137.671 37.6998 2.54864 99.9714 2.76121 1.2075 97.2102 92.6222 4.58803 4.04978 90.9218 89.7112 88.0592 86.989 7.7235 3.37777 4.34573 2.00219 2.04315 79.2655 3.65868 2.5019 1.65197 35.1512 75.6068 74.6069 73.0981 4.2984 3.80939 2.69634
internal_count=4633 2288 364 2345 51 64 2294 2116 178 96 2089 2053 2012 1988 168 98 70 45 58 1820 70 45 41 1924 1750 1708 1660 247 239 73
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=0
split_feature=2 4 2 4 3 3 3 0 0 0 0 0 3 3 4 4 4 1 1 2 2 3 4 1 2 2 3 1 1 2
split_gain=0.0429953 0.133188 0.0512394 0.147699 0.13759 0.100475 0.0831511 0.0521139 0.704875 0.679982 0.243527 0.440299 0.207272 0.397686 0.218447 0.564956 0.532288 0.422791 0.340672 0.418583 0.319564 0.409487 0.322535 0.638558 0.43085 0.714304 0.289967 0.270404 0.3485 0.236606
threshold=0.70681500000000008 41.444941515100005 0.27394500000000005 39.065416244600009 0.094595000000000026 0.076835000000000028 -0.25587999999999994 86.09518316945001 86.036037090600004 86.103248543850015 85.990333302400003 85.931187223550012 0.25799500000000009 0.11636500000000001 42.759119507950011 42.686561923500008 43.477771593600004 61.885617704800005 62.095317438950012 -0.11963999999999998 -0.033594999999999993 0.10336500000000003 40.250747516500006 61.998532946250002 -0.054875 -0.07490999999999999 0.08326500000000002 61.821094709650005 59.98487780655001 -0.013285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 6 -4 8 10 -9 11 12 13 14 15 20 17 -16 26 -20 22 27 23 24 25 -1 -18 28 29 -22
right_child=1 -3 3 -5 -6 -7 -8 9 -10 -11 -12 -13 -14 -15 16 -17 18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0072559099826483425 0.066665081756549824 -0.023673922344005408 0.072110230317226215 -0.07931797677920005 0.017452314831036059 -0.11314243677342838 -0.063113626691097005 0.10396778725539038 -0.10093293416145249 0.00050677864507972623 0.03401714278029988 -0.056050875312608106 0.039476789451811531 -0.050476658114368279 0.0084175915341900259 0.095601547658291708 -0.0018776630712293947 -0.10860472921636646 0.013327235344379747 -0.10954325252737229 0.10137058078636184 -0.11634849469937679 0.019110559226160829 -0.13180030291449349 0.08243344868414719 -0.12687836781560399 0.05963343100542149 -0.029687456919260603 0.10233910520102373 -0.10514802755663158
leaf_weight=2.2251483587404168 0.35801138931264986 0.29991161091311369 0.078858551394659915 0.31491896887473547 0.92183029558412954 0.16433096878336073 0.10741417927738339 0.63919147104024787 0.72557277965824951 102.98231387348841 1.8444019676535379 1.5085557642742049 1.2354751843959082 1.61596918516443 0.46284554106250542 0.68666977068642054 3.1970582920603192 0.92725291273382027 0.54286935250274837 0.5666799080208873 0.078405603766442011 0.43082337733358134 9.8467484296270396 0.41924994834380402 0.52338748052716555 0.48323023319244374 1.0080072419950736 2.006978156256082 0.40347737818956375 0.18969912460852989
leaf_count=172 24 35 14 63 30 13 34 22 12 3233 18 42 13 40 45 8 189 82 68 27 2 7 225 41 5 7 21 51 9 81
internal_value=-1.76955e-05 0.0254844 -0.000140942 -0.0180025 -0.00282728 -0.0561477 -0.00586661 6.97794e-05 -0.00353253 0.00114498 -0.00119265 -0.00348265 -0.000529124 -0.00245875 0.000774596 0.00671513 -0.0145481 -0.0696411 -0.000137937 -0.0494264 0.00303987 -0.0258619 0.00969777 -0.0156884 -0.000625464 -0.0166764 0.0128673 -0.011308 0.043618 -0.0447529
internal_weight=136.795 0.657923 136.137 1.58735 1.27243 0.350604 0.186273 134.55 30.9285 103.622 30.2029 28.3585 26.85 25.6145 23.9985 17.2938 6.70471 1.3901 5.31461 1.10955 16.6071 3.10938 13.4978 3.65102 3.23177 2.70838 4.20507 2.67856 0.671582 0.268105
internal_count=4633 59 4574 154 91 61 48 4420 1165 3255 1153 1135 1093 1080 1040 608 432 127 305 95 600 150 450 225 184 179 210 143 92 83
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=0
split_feature=4 2 3 4 2 3 2 4 1 1 2 0 4 1 3 3 4 2 0 2 2 3 1 0 4 2 1 2 3 2
split_gain=0.0469745 0.175452 0.121368 0.055866 0.398808 0.155993 0.322989 0.061255 0.162194 0.151113 0.158438 0.147746 0.140386 0.194585 0.241323 0.121439 0.437539 0.111236 0.0829308 0.0699789 0.152973 0.209766 0.383467 0.468164 0.145467 0.0985958 0.356931 0.167107 0.138799 0.0971896
threshold=31.914316944300001 -0.10771499999999999 0.088565000000000019 34.515670600900002 0.15915000000000004 0.094385000000000011 -0.11334499999999999 37.041406607950009 69.873026810350026 71.397382570300024 -0.59915999999999991 93.308316333500017 37.765550062200006 75.981203682750007 0.095830000000000012 0.090465000000000031 36.242939472700009 0.28423000000000004 92.773313165550022 0.63131000000000015 0.24901000000000004 0.094595000000000026 68.20618276945001 93.910530954700008 41.444941515100005 0.20852500000000004 69.999384342500022 0.18839000000000003 0.4369650000000001 0.12616000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 8 11 -10 -11 15 13 14 18 16 -5 -15 -9 20 25 22 -22 -24 -21 27 -27 28 29 -14
right_child=3 2 -4 7 -6 -7 -8 12 9 10 -12 -13 19 17 -16 -17 -18 -19 -20 24 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10579520844020046 -0.074749407319295011 0.074549420282087608 -0.10450719280455026 0.0023247154849793633 -0.069910908124111951 0.070388099569875143 0.061772153740142083 0.041623830379210282 -0.018898556916435303 0.088922024358468382 -0.10641834947938936 0.031808374651345193 8.8302816452314457e-05 -0.074732666371444489 0.07907376298713048 0.0052806087109812409 -0.11267086046236641 0.0044974462362791954 -0.0040507428199644336 0.082777773496312226 -0.11496215804303567 0.0069574875710055155 0.10332608205796477 -0.079483004979269148 -0.011045715173268102 0.094307527009219322 -0.021940228302980889 -0.039537827802264738 -0.044439002940641681 0.023098717277032513
leaf_weight=0.18298846893367227 0.29121613450547545 0.15054926341474484 0.050571060823841663 1.1991756878778677 0.41641262221492059 0.81508600741949522 0.42796626755602929 0.63150510552804906 1.7746632234538995 0.046601404654211476 0.38092772374181982 1.1750624142587183 115.4168120787424 0.27011852367968447 0.81341097693075415 2.5852237986400723 0.45694396942599258 0.51513540744781494 1.0729233985766766 0.30631077256111794 0.56206129361453283 0.97164085290569335 0.25165518373250961 0.31598994717660389 0.3588393966347212 0.48018814041279145 0.58701977684540907 1.0683334037894372 0.69275591493715083 1.8652350826851023
leaf_count=129 43 50 43 48 22 50 31 29 36 9 149 11 3433 60 15 39 45 2 23 19 41 27 3 55 40 14 34 27 24 82
internal_value=-1.92698e-05 -0.0349406 0.0295262 7.95417e-05 0.0168806 0.0404365 0.00649093 -0.000165405 -0.00887309 -0.0317558 -0.0851259 0.000430517 0.000360355 0.0207046 0.0342591 -0.00826271 -0.029404 -0.0227568 0.0128721 -0.000186525 -0.000362581 -0.0271106 -0.0564121 0.00156209 0.0321613 0.00010538 0.0303652 -0.000165896 0.000190641 0.000454257
internal_weight=136.133 0.384109 0.20112 135.749 1.95068 1.53427 0.719182 133.799 7.6186 2.20219 0.427529 5.41641 126.18 3.30309 2.51784 4.24134 1.65612 0.785254 1.70443 122.877 122.212 2.10135 1.12971 0.567645 0.66515 120.11 1.06721 119.043 117.975 117.282
internal_count=4633 222 93 4411 146 124 74 4265 337 194 158 143 3928 129 67 132 93 62 52 3799 3740 126 99 58 59 3614 48 3566 3539 3515
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=0
split_feature=0 3 3 3 4 1 3 0 2 4 4 0 3 3 3 2 3 2 2 3 1 2 4 2 0 0 2 0 2 3
split_gain=0.0468675 0.255276 0.430607 0.593987 0.444623 0.357987 0.665279 0.238192 0.222004 0.160104 0.366168 0.324702 0.261698 0.421387 0.338242 0.395684 0.238051 0.169498 0.144223 0.296466 0.381603 0.228753 0.204412 0.120436 0.305924 0.628511 0.377303 0.509348 0.362434 0.370803
threshold=85.705356740550016 0.11768500000000003 0.10087500000000002 0.096915000000000015 39.571921479100006 61.993156030000002 -0.17949499999999999 85.769879735700016 -0.5340649999999999 40.767054867700004 38.060777288450005 83.479313408550013 0.070640000000000022 -0.15544999999999998 0.083905000000000021 -0.083004999999999982 -0.078164999999999998 -0.26416999999999996 -0.23353499999999996 -0.23921499999999998 57.027573863050009 -0.23265499999999997 41.489621506400006 -0.095074999999999993 86.09518316945001 86.103248543850015 -0.036264999999999999 85.931187223550012 -0.088274999999999992 0.085715000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 9 -7 -2 -8 10 11 17 13 18 -14 -16 -12 -1 19 20 -11 -20 -23 -9 26 -26 27 -25 29 -27
right_child=7 -3 4 -5 -6 6 8 23 -10 12 16 -13 14 -15 15 -17 -18 -19 21 -21 -22 22 -24 24 25 28 -28 -29 -30 -31
leaf_value=0.07379111341924012 0.025806658754918461 -0.069229935369275006 -0.0042939163372542185 -0.10426328792318734 0.067083741410197475 0.017500480787843203 0.047730570263391392 0.0046969923783823694 -0.10706932462150454 -0.10841575452978587 0.03247437235897687 0.089751279215495347 0.07740989984077723 -0.089981625017460778 -0.025335749612704683 0.052858172748383031 -0.10445997712632721 -0.10209748010468943 0.08047461910502253 0.058486482455170213 0.042902649051839666 0.07939554785292971 -0.10655316419252892 -0.013600197850009288 0.10359212505187304 -0.067878354191128407 0.014488229387540614 -0.072793518683875971 0.0014801886228649507 -0.010933319449168059
leaf_weight=0.075519122139667161 3.6425178814679375 0.60067563244956623 1.9610395613126468 0.66689765237970355 1.5725004302803425 0.9992501414035363 0.10145138352527294 35.626003058456604 1.067235964848805 0.45007020579851087 0.16236655740067363 0.36862112022936344 0.99667847459204528 0.56839168996566813 1.4740812191157606 1.1535919850575733 0.58207605869392864 0.19958950520071261 0.50856360048055338 0.36402267139055455 0.26466229525249219 0.095138754419170746 0.15614394508747864 4.9379958584904671 0.5803055614233007 1.421515600686688 2.4621817099978198 2.0601667985320091 64.736873724945269 5.8464704035304749
leaf_count=11 38 32 27 23 36 34 67 1584 142 43 75 9 37 107 32 34 31 130 6 7 12 17 68 53 22 56 32 26 1751 91
internal_value=-1.84059e-05 -0.00541461 -0.00263447 -0.0130084 0.0274707 -0.00666074 -0.0424083 0.000621617 -0.0936315 0.00378448 -0.026835 0.0283959 0.0108319 -0.0147287 0.0278071 0.00899268 -0.0745939 -0.0538149 0.00853521 -0.0149706 -0.0523832 0.0419064 -0.0361507 -0.000157985 -0.00226613 -6.16324e-05 -0.0191803 -0.0310259 -0.000897005 -0.022071
internal_weight=135.703 14.3886 13.7879 10.2544 3.53354 9.58745 2.16794 121.314 1.16869 7.41952 1.38817 0.64373 6.03134 2.40699 3.62435 2.62767 0.744443 0.275109 1.8386 1.07876 0.714733 0.759846 0.251283 117.672 82.0455 72.5852 9.46034 6.99816 72.0049 7.26799
internal_count=4633 980 948 885 63 862 243 3653 209 619 256 150 363 260 103 66 106 141 153 62 55 91 85 3615 2031 1920 111 79 1898 147
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=0
split_feature=4 3 1 0 0 0 0 1 4 4 2 4 2 3 4 0 3 1 4 2 3 3 2 4 2 1 1 1 2 3
split_gain=0.0410873 0.166265 0.113734 0.107386 0.172903 0.164739 0.104388 0.166135 0.0742776 0.110155 0.137134 0.0726915 0.379666 0.315144 0.354365 0.0779284 0.0752207 0.0664688 0.273226 0.316341 0.291128 0.287934 0.212357 0.188289 0.214207 0.0875785 0.086029 0.307517 0.584594 0.214833
threshold=49.292797572200008 -0.25098999999999999 90.679004281900021 71.249517373150013 85.57362229215002 100.01333091085002 104.22883325935001 89.721913187450014 48.823707093150006 48.96897326980001 -0.18437499999999998 45.921757303800007 -0.23381499999999997 0.074735000000000024 47.927946529500012 96.741477366050006 -0.16179999999999997 81.339300736700025 44.749265482150008 -0.13509999999999997 0.086255000000000026 0.086375000000000021 0.20852500000000004 42.686561923500008 -0.61402999999999996 83.116371560950014 74.757955233350017 72.62331947780001 -0.097799999999999984 -0.15849499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 -5 -6 -7 -8 11 -10 -11 17 15 16 -15 -13 -14 26 19 23 -21 -22 -23 24 -19 -26 27 -1 -29 -28
right_child=1 2 -4 4 5 6 7 -9 9 10 -12 12 13 14 -16 -17 -18 18 -20 20 21 22 -24 -25 25 -27 29 28 -30 -31
leaf_value=-6.4536194518187385e-05 -0.10501821847448484 -0.10684120152393557 -0.10103646595348387 0.10090439342347329 -0.1051830272621706 0.076030587066875543 -0.10177918650162643 0.05121392936522965 0.043022968004726762 -0.034715019887626916 0.040709795805464292 -0.10826328069297511 0.014049776356569475 -0.10911514085033898 0.010229906563408256 -0.021688831001790202 0.067454301429373018 -0.10228235079362125 0.069961405726115727 -0.093374544785555805 0.10560655472804953 -0.10243348620709401 -0.0046695328709986487 -0.10204106629669746 -0.018806447564629531 0.069250349767288638 0.052673000869201902 0.046729585582946855 -0.10908996326874508 0.0041867982157258289
leaf_weight=103.58346874249992 0.18728534698402655 0.073109660064800464 0.1044355450517287 0.19836123124696314 0.13260247593098029 0.19983457747002831 0.12983447784063173 0.1565679124178132 0.98741798731498309 0.59332142409402877 0.40600981420720927 0.44486406688702151 0.50628412583319005 0.40291008464555467 0.65043609065469354 0.1356833100435324 0.55054236044816141 0.098027968819224043 0.34977390906897188 0.79589588127384914 0.16897280151897565 0.32301090531518617 0.71176977446071987 0.10876196154640638 0.13601578634916289 0.66591984511910596 0.95716770751460245 0.37134972387138987 0.68475060770287999 20.181807428614775
leaf_count=2424 19 5 67 4 92 48 71 8 32 29 17 68 20 61 26 21 35 37 12 250 6 242 42 79 25 232 61 34 51 515
internal_value=-2.08496e-05 -0.0185831 -0.00230952 0.00927139 0.0196592 -0.00638288 0.0205611 -0.0181423 0.000143117 0.0193346 -0.00407131 -0.000146115 -0.0164139 0.0032888 -0.0354202 -0.0880294 0.0418703 0.000192845 -0.0136919 -0.023418 -0.0464494 -0.0154235 -0.0351869 0.0222384 0.0372578 0.0543151 0.000563552 -0.000611922 -0.0543001 0.00638224
internal_weight=134.996 1.18203 0.994746 0.89031 0.817201 0.618839 0.486237 0.286402 133.814 1.98675 0.999331 131.827 2.69072 2.11017 1.05335 0.580547 1.05683 129.137 3.35815 3.00837 1.99965 1.20375 1.03478 1.00873 0.899964 0.801936 125.779 104.64 1.0561 21.139
internal_count=4633 314 295 228 223 219 127 79 4319 78 46 4241 231 142 87 89 55 4010 925 913 540 290 284 373 294 257 3085 2509 85 576
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=0
split_feature=3 3 1 0 3 4 2 2 1 1 0 3 4 4 3 1 3 4 3 3 2 1 3 1 4 0 4 4 3 4
split_gain=0.0393099 0.159396 0.0801086 0.143936 0.506167 0.227662 0.0769964 0.206974 0.289994 0.215197 0.203846 0.143074 0.215513 0.142362 0.467352 0.578352 0.360556 0.267661 0.415092 0.18193 0.230918 0.256892 0.492177 0.456967 0.218486 0.204913 0.194534 0.170245 0.279169 0.140037
threshold=0.18642000000000006 0.12672500000000003 62.334590212600006 91.109157582800023 0.25799500000000009 42.154118731400011 -0.0025899999999999999 0.048475000000000011 70.311245485600026 61.987779113750001 86.692020874450009 -0.23921499999999998 39.032633164100012 38.474425342400004 0.099855000000000027 62.041548276350007 0.11071500000000002 37.892416320650007 -0.091114999999999988 0.096480000000000024 0.067985000000000018 76.871083323950003 0.087125000000000022 79.328334055150009 40.250747516500006 101.91675926715001 42.498713093000006 37.041406607950009 0.085625000000000021 43.847983878700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 -5 -6 -1 8 9 10 -8 12 -9 16 19 -16 17 18 -13 20 26 22 24 -23 -22 -25 -15 28 -20 -26
right_child=2 -3 3 4 5 -7 7 11 -10 -11 -12 13 -14 14 15 -17 -18 -19 27 -21 21 23 -24 25 29 -27 -28 -29 -30 -31
leaf_value=0.0012498017547296842 -0.00084708419788100424 -0.023618992398386201 0.045913312646869653 0.092219206569322101 -0.10672979255982445 0.017478551841896034 -0.11192253614191812 0.0062007698820690481 -0.10496879738451631 1.6756527727549804e-05 -0.013882513667482888 0.090146307864628836 -0.11125137744899405 0.036131123427483702 0.0048556313664434988 -0.11551800500840892 0.084509894796587562 0.06124997700249174 -0.0039186172507254475 0.044141109719528886 0.031049032927055617 0.096966461001180962 -0.10536863995896587 -0.071919246713514101 -0.043749547489503972 0.0084285929454496616 -0.014217689535345602 -0.002926972068270273 -0.11236879312512429 0.00011425820371356842
leaf_weight=104.50612688046215 3.8328354991972438 2.8892212468579137 1.2234320673160257 0.34125126800404348 0.38580530155451243 0.23897039898656658 0.39571386876014347 0.33945799042795144 0.42710662451872838 2.142917925666552 0.45700176805257797 0.35376517480108427 0.28942511809282223 2.3768578761228096 0.8029057856183488 0.79372227521116656 0.66538360772756266 0.64794795869238431 0.47092469528001801 0.97215681429952461 0.90177122678142074 0.52710580969869658 0.66196689087337279 0.39858175349218061 1.7147102311610072 1.5586014227283156 1.1332799266047002 1.305235431762412 0.47857426515321322 1.264605454955017
leaf_count=3482 42 46 16 29 44 9 56 50 115 36 2 21 75 33 14 50 14 28 21 13 25 31 60 38 41 83 37 23 64 35
internal_value=-2.63687e-05 -0.000396509 0.00786991 0.0231298 -0.00572462 -0.0592214 0.000137747 -0.00537545 -0.0278813 -0.0168905 -0.0593793 -0.00101276 -0.0478532 0.000717151 -0.00428456 -0.054985 0.0174323 0.00372641 -0.0105624 0.00274865 -0.0010701 -0.0115324 -0.025671 0.0143231 -0.0120776 -0.0079343 0.0198756 -0.0263634 -0.0585806 -0.025131
internal_weight=134.497 128.475 6.02229 2.18946 0.966027 0.624776 125.586 21.0797 3.42274 2.99563 0.852716 17.657 0.628883 17.0281 13.1063 1.59663 3.92183 3.25645 2.6085 11.5096 10.5375 7.02734 4.54305 2.48429 3.88109 1.95718 3.51014 2.25473 0.949499 2.97932
internal_count=4633 4493 140 98 82 53 4447 965 209 94 58 756 125 631 460 64 171 157 129 396 383 313 161 152 101 121 70 108 85 76
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=0
split_feature=1 1 4 1 2 4 0 0 3 4 2 0 1 0 1 3 0 0 1 1 2 1 0 2 1 2 4 1 4 3
split_gain=0.039882 0.67015 0.642328 0.332796 0.239926 0.196956 0.175622 0.370433 0.358823 0.34857 0.440088 0.301158 0.215132 0.289834 0.59682 0.218936 0.210638 0.513977 1.04214 0.625092 0.502919 0.322304 0.70143 0.32473 0.505497 0.328198 0.214399 0.205437 0.18107 0.241389
threshold=71.053259929650025 71.504920895500007 36.558960102350007 70.74946416085001 -0.079369999999999996 37.232443001650005 93.972365491700018 93.843319501450011 0.079745000000000024 39.427119987250002 -0.14704500000000001 95.550490414250007 69.999384342500022 93.308316333500017 69.165962322050021 0.088145000000000015 92.464140480550014 90.321439350550008 66.859265246100009 68.327163385350005 -0.051199999999999996 66.52858489605002 89.980005167950011 0.20852500000000004 65.571493801650021 0.13747000000000004 39.117456157700005 61.944763783650011 38.110427674550003 0.12672500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -3 7 12 -8 -10 -11 -12 13 14 16 -15 17 21 20 -20 -19 22 23 24 25 28 -25 -27 29 -1
right_child=1 5 -4 4 -6 -7 8 -9 9 10 11 -13 -14 15 -16 -17 -18 18 19 -21 -22 -23 -24 26 -26 27 -28 -29 -30 -31
leaf_value=0.030842103899735081 0.06684144195612915 -0.044474209390621515 -0.097810641892831854 0.0072565026800235832 0.066868462115327418 0.0012661010244155774 -0.098059058613166994 0.048300228841990062 0.017801285656354231 0.02358375744454853 -0.10822504475333034 0.011599279856044907 -0.042216776061889179 0.08151573711917745 -0.08241211867445003 0.0059213292451249519 -0.035777815307922553 0.08470825487080226 -0.07248026721131158 0.048707746607706943 0.011548266862781369 0.05861470671657644 -0.085060406829894575 0.097687883668405445 -0.052402297636723674 -0.010738708778269254 0.0076074604546726423 -0.085583629855685656 -4.8395199956700035e-05 -0.045496791669481604
leaf_weight=3.5243738227004537 0.29144663542683602 0.96803723669961428 1.2666645459466961 1.4199156368722472 1.2872484153340327 34.200811030638533 0.51203087815520021 1.6260757192940207 2.1764013093052204 0.65599730479880247 0.86545481128268831 0.27684728661552072 1.183396732834807 0.76816977249109075 0.87112642265856166 0.76432791611296125 1.5470101780665562 2.599958963226527 1.2563124270673141 0.64370033051818598 1.4713609935715783 0.90470891748554905 0.98976894840598006 0.55313296913663978 1.8729416209971521 0.76629531948492402 0.50585039005818544 0.70334638941130834 66.967518232900147 0.46937973238527764
leaf_count=238 12 393 191 32 19 1692 44 27 34 18 71 11 36 18 18 23 30 44 69 10 25 20 21 21 36 22 23 26 1401 8
internal_value=-2.88875e-05 -0.00283616 -0.0670123 0.00103203 0.0356018 7.07988e-06 4.14426e-05 0.00100417 -0.0192675 -0.00911742 -0.0416959 -0.0791845 0.00013381 0.000708689 -6.25918e-05 0.0438133 0.000783605 0.00146319 0.0297295 -0.0314233 0.0582685 -0.00072156 -0.00142464 -0.00032622 -0.00110987 0.000216468 0.0546587 -0.0465583 0.00118519 0.0218701
internal_weight=133.91 36.727 1.55811 97.1827 2.70716 35.1688 94.4755 89.9888 4.48673 3.9747 1.7983 1.1423 88.3627 87.1793 85.6468 1.5325 84.7757 83.2286 5.97133 1.90001 4.07132 77.2573 76.3526 75.3628 74.3039 72.4309 1.05898 1.46964 70.9613 3.99375
internal_count=4633 2288 203 2345 51 2085 2294 2116 178 134 100 82 2089 2053 2012 41 1994 1964 148 79 69 1816 1796 1775 1731 1695 44 48 1647 246
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=0
split_feature=0 0 3 3 3 4 3 0 2 2 1 4 3 3 3 3 3 1 3 4 2 4 3 4 2 2 4 1 0 0
split_gain=0.0400422 0.207481 0.205105 0.355355 0.517411 0.402724 0.330793 0.419226 0.280938 0.51923 0.321953 0.361622 0.316116 0.266791 0.218476 0.208949 0.178254 0.171486 0.163412 0.229153 0.148506 0.375243 0.202486 0.467912 0.144155 0.113847 0.0923912 0.580196 0.489124 0.308048
threshold=85.705356740550016 85.769879735700016 0.11768500000000003 0.10087500000000002 0.093955000000000025 39.571921479100006 0.092185000000000031 85.662341410450011 -0.082654999999999992 -0.083004999999999982 61.928633034850002 43.968221017800005 -0.225495 1.0000000180025095e-35 0.084805000000000019 0.08326500000000002 -0.23921499999999998 58.309968391300011 -0.10978499999999999 38.060777288450005 -0.23353499999999996 48.96897326980001 -0.23921499999999998 48.914776625700007 -0.23265499999999997 0.12616000000000002 43.157831852650006 61.885617704800005 86.264556031700025 86.420486603250012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 7 8 9 10 13 16 -10 18 -15 -13 -12 25 20 -20 21 22 23 -1 -22 -14 -3 -28 -29 -30
right_child=1 26 -4 5 -6 -7 -8 -9 12 -11 11 15 17 14 -16 -17 -18 -19 19 -21 24 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.10794840825771995 0.024192084891306805 -0.0013626415855287179 -0.063664537591109557 -0.0050496223841185496 -0.082882352109988872 0.063814951716374552 0.064653808330057683 -0.061298005845223116 0.012292902519386625 0.10993020352908751 0.061141263905694125 -0.048900030315910219 0.037874484981435606 0.086893754808924278 0.0010594706399290558 0.099438788452021559 -0.1089592828231639 -0.10469792905536808 0.053464186900777561 -0.10360614777849178 0.077968280451337427 -0.10699411623700837 0.074695110054226632 0.10315416939281702 -0.0077219846919239143 -0.10437808092993291 -0.12736362964303424 0.055811660896027376 -0.058124239281958978 0.0062539022429067828
leaf_weight=0.26763253481203275 3.603425162844359 98.328078274712908 0.57381591916782859 1.9488858822733175 0.94040793637395914 1.5050071873556587 0.6354967917432085 1.3434423105791209 0.72825157524061979 0.48311665654182423 0.068591599934734404 0.178053259907756 0.17488527483964833 0.74743373566161586 0.49156439529906493 0.2034717068891041 0.60498465646264754 0.63022808183450252 0.13042048166562414 0.32271792930623633 0.45828792825341225 0.3186780410760548 0.37726292364823166 0.1727827712893486 0.34344624568325355 0.082942631212063134 0.31765830014774366 1.9766549635678554 0.78396445326506992 14.3157249626297
leaf_count=67 38 2567 32 27 42 36 19 31 72 2 15 8 71 21 34 58 167 87 23 69 6 15 17 2 49 10 7 30 5 1006
internal_value=-2.68924e-05 0.000561594 -0.00514067 -0.00258847 -0.0123927 0.0249576 -0.00482863 -0.0102611 -0.000155288 0.0112241 0.0010463 -0.0475772 -0.0365431 0.0151784 0.0528396 0.0302108 -0.0916376 -0.0765912 -0.00433548 -0.0583988 0.00830488 -0.0149462 0.0209281 -0.0251291 0.0412604 -0.00788783 -0.000174226 0.00654387 0.00903485 0.00291144
internal_weight=133.057 119.326 13.7318 13.158 9.7041 3.45389 8.76369 8.12819 6.78475 5.16844 4.68533 1.0551 1.61631 3.63023 1.239 0.381525 0.673576 0.888056 2.39123 0.453138 1.93809 1.13636 0.817678 0.440415 0.801734 0.257828 115.722 17.394 17.0763 15.0997
internal_count=4633 3653 980 948 885 63 843 824 793 553 551 248 240 303 55 66 182 168 248 92 156 101 86 69 55 81 3615 1048 1041 1011
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=0
split_feature=4 0 2 2 2 1 2 2 2 2 4 1 0 0 0 0 1 1 1 1 0 2 2 2 1 0 2 3 2 0
split_gain=0.0461331 0.134859 0.408013 0.58868 0.387206 0.310169 0.69254 0.300623 0.298842 0.288553 0.234507 0.182297 0.174557 0.155342 0.449088 0.228887 0.152915 0.387803 0.84351 0.383656 0.628493 0.246879 0.707549 0.382693 1.24676 0.680112 0.496475 0.354753 0.87574 0.606815
threshold=42.154118731400011 86.393602021950016 -0.075639999999999999 -0.011849999999999999 -0.080869999999999997 62.084563606450011 -0.14704500000000001 -0.082654999999999992 -0.083834999999999993 -0.0025899999999999999 43.477771593600004 62.025417527550012 67.058211147750015 86.474255765850003 86.681267041950008 86.780739992750014 61.950140699950005 62.079186690200011 62.095317438950012 62.154463517850012 87.345316200150009 -0.084259999999999988 -0.086800000000000002 -0.053874999999999999 76.279622535200005 100.01333091085002 -0.043559999999999995 0.088145000000000015 -0.160525 96.082805124100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 8 11 -5 -8 -2 -11 -3 -15 -16 -17 -18 -19 -20 -21 22 27 24 -23 -26 -25 29 -29 -22
right_child=1 13 3 9 -6 6 10 -9 -10 12 -12 -13 -14 14 15 16 17 18 19 20 21 23 -24 26 25 -27 -28 28 -30 -31
leaf_value=0.0012553355039442093 0.0028339078785758285 0.032703543145423536 -0.11396218365687094 0.074572958923330074 0.07680797868200577 0.031894879951439435 -0.12898663004925612 -0.063691682378558545 0.054784346092955183 0.10024587564108467 -0.043201374759523577 -0.047951268389216928 -0.10469635208031994 -0.1196231197837505 0.050127285016945501 -0.046283668510945286 0.042031121739613805 -0.13353100688678909 0.064087955167826074 -0.13241230879586219 0.034014311959836667 -0.12046965515707371 0.083070541569125952 0.10066266831092052 0.1058398424727207 -0.034962904412204093 -0.0068243031085925103 0.017800808462084951 -0.116338462520757 -0.022218655993258458
leaf_weight=90.061523278942047 6.3443167386349115 1.4675805808219617 0.86269799050387519 0.34545287303626537 0.55211331765167315 0.75215512316208366 0.68364656013727543 0.70334314170759249 1.0304319220595068 0.051727033671339795 0.59687950392253697 0.79543276352342207 0.21144231268067415 0.31383595615625637 0.90536966174841182 0.7253659362904753 2.0484669171273735 0.48723246343434112 0.88246759772300976 0.36983300372958439 4.5884165316720278 1.1935582243604579 1.172458439483308 0.45381743933830776 0.54401103407144524 0.92865714438812574 8.0927556299047669 1.2030065493026998 0.81739753199144605 3.2985240397574671
leaf_count=2609 218 20 63 5 9 80 29 31 6 4 18 32 111 9 59 7 19 14 5 4 292 37 11 7 4 49 358 62 50 411
internal_value=-2.53797e-05 -0.0027443 -0.0112597 -0.0608333 -0.00489418 -0.00903025 -0.0442654 -0.000958849 0.00444161 0.0144747 -0.0890004 -0.00282402 -0.0644141 0.000988871 -0.000671916 0.000675228 -0.000995011 0.000264578 -0.00329555 -0.000600485 -0.00311943 -0.00097447 0.00961204 -0.0114354 -0.0445116 0.0170503 -0.00111682 0.000918791 -0.0364681 0.0104962
internal_weight=132.484 42.4224 12.9296 1.47132 11.4583 10.9062 2.03268 8.87352 8.17018 0.608622 1.28053 7.13975 0.263169 29.4928 28.0252 27.7113 26.806 26.0806 24.0321 23.5449 22.6624 22.2926 11.0798 11.2128 2.66623 1.47267 8.54657 9.90734 2.0204 7.88694
internal_count=4633 2024 606 183 423 414 127 287 256 120 47 250 115 1418 1398 1389 1330 1323 1304 1290 1285 1281 826 455 90 53 365 815 112 703
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=0
split_feature=3 3 0 0 3 4 4 2 3 2 2 3 2 2 2 2 2 2 1 2 0 4 3 2 1 4 0 1 4 2
split_gain=0.0404414 0.124253 0.0758974 0.352171 0.458121 0.184721 0.111228 0.0744767 0.0691538 0.383834 0.360642 0.172927 0.163045 0.257316 0.128625 0.147633 0.0942209 0.318306 0.257345 0.404859 0.272088 0.186723 0.22055 0.431287 0.195392 0.251979 0.129194 0.103388 0.0879158 0.076483
threshold=0.18642000000000006 0.12672500000000003 89.576736448400013 91.109157582800023 0.25799500000000009 42.154118731400011 41.873095646600007 -0.088465000000000002 0.11231500000000003 -0.086139999999999994 -0.031989999999999998 0.11071500000000002 1.0000000180025095e-35 0.11061500000000003 -0.088274999999999992 -0.237895 -0.25105499999999997 -0.58319500000000002 62.186725015400008 -0.26416999999999996 100.01333091085002 41.559097512700014 0.098950000000000024 -0.60414999999999985 75.629015667650023 39.525197829750006 102.21786657775002 62.025417527550012 41.685324604100011 0.22387500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 -4 -5 -6 -2 -3 11 14 -11 16 -12 -14 15 -10 17 21 19 27 28 24 23 -23 -1 -26 -22 -19 -20 -18
right_child=2 7 3 4 5 -7 -8 -9 9 10 12 -13 13 -15 -16 -17 29 18 20 -21 26 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0078388746628327843 0.014437706315715441 -0.037307139369959157 0.10328142193895158 0.089835061734173174 -0.10583564806792151 0.010257794555346898 -0.017557515788375059 -0.0051913526698257979 0.069431928487548394 -0.055311458508429001 0.037204749701913661 -0.035465854921932598 -0.050443309047301044 0.031510223450945472 0.091125347706020321 -0.025843328590028882 0.0011235807778712907 0.011467455403514246 -0.065847869068400941 -0.11068446057906725 0.069154242726154808 0.077686020479799653 0.10022381490347983 -0.10495575576833749 0.024903151742088538 -0.11553959911928453 -0.10110273710738703 0.104468904896672 -0.12204393994246442 -0.012805899165990418
leaf_weight=1.7059323360590504 2.7862161314114919 1.4140369450126402 0.43175966665148713 0.31637786140447588 0.34748247760461481 0.22632725408766419 1.7811091616749761 1.4755788721959096 0.37345025569265999 1.0214460826537104 1.4743849543156096 1.392315933822373 0.76454994012601651 0.76792718159413198 0.62798077391926177 0.28811316953760979 106.73137683346312 0.24096043882309459 0.72767027776353621 0.20392090106906779 0.18648242158815254 0.31288750493149564 0.40323464211542159 0.22033771158930893 0.20826942045368912 0.33044259398593567 0.058566026986795805 0.23720525950193405 0.45089284999266965 4.092966968334621
leaf_count=30 32 22 6 29 44 9 20 24 28 30 11 30 16 28 9 20 3448 40 69 36 10 21 8 35 63 47 82 2 104 280
internal_value=-3.1132e-05 -0.00041056 0.00806804 0.0291692 -0.00677676 -0.060045 0.0019606 -0.0209073 7.16656e-05 0.0112256 -0.00397497 -0.000433128 0.0134643 -0.00937624 0.0587095 0.0279392 -1.30424e-05 -0.0130554 -0.0432144 0.00729072 -0.0674126 0.00690796 0.0444173 0.00221534 -0.00874083 -0.0612436 0.0284632 0.057603 -0.0873473 0.000609137
internal_weight=131.6 125.711 5.88927 1.32195 0.890188 0.57381 4.56733 2.88962 122.821 5.31785 4.02831 117.503 3.00686 1.53248 1.28954 0.661563 116.111 5.2868 2.1057 0.682087 1.42361 3.1811 0.93646 0.533225 2.24464 0.538712 0.245048 0.478166 1.17856 110.824
internal_count=4633 4493 140 88 82 53 52 46 4447 142 85 4305 55 44 57 48 4275 547 343 78 265 204 64 56 140 110 92 42 173 3728
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=0
split_feature=4 4 1 3 3 3 0 2 2 1 2 2 2 4 2 2 4 0 0 4 3 2 2 3 4 2 4 4 4 4
split_gain=0.0450121 0.121217 0.310579 0.327662 0.238032 0.688941 0.178136 0.139589 0.725215 0.738899 0.548669 0.425793 0.425603 0.287045 0.262956 0.831811 0.668941 0.461792 0.832474 0.557344 0.470842 0.255972 0.573433 0.252411 0.376653 0.216313 0.430445 0.237123 0.573957 0.391264
threshold=42.154118731400011 41.835830569250014 72.209296925700016 0.097645000000000023 0.086255000000000026 0.088145000000000015 88.729872137350014 -0.064729999999999996 -0.053874999999999999 70.182199495350019 -0.068964999999999985 -0.047144999999999999 -0.070854999999999987 41.489621506400006 -0.086139999999999994 -0.081844999999999987 41.542492784600007 94.625660817400004 86.345209775600011 39.683197198900011 0.091705000000000023 -0.027754999999999998 -0.013285 -0.24748499999999998 39.032633164100012 -0.102645 41.808689985400001 40.250747516500006 40.00488309970001 40.467253020850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 6 -6 -3 10 9 -9 12 -10 14 23 25 16 -16 18 -17 -20 -19 -15 -23 24 -13 26 27 28 -1 -29
right_child=-2 2 -4 -5 5 -7 -8 8 11 -11 -12 13 -14 21 15 17 -18 20 19 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0071739558217117881 -0.0027532325453293563 0.027519349201919993 0.058182980210251235 0.038426000714772701 0.029751023993357103 -0.089335411620589084 -0.018167863511273013 0.060961543898601658 -0.043783156848226978 -0.033324801354230243 -0.072751033855620706 0.014538500223927052 0.058262146113535286 -0.10995092874325472 -0.10475436817522528 0.0096683577489905751 0.013047472068028008 0.081282104074098194 -0.012241789896546111 -0.10074291159186899 -0.01182313478733394 0.099111995054988702 -0.092597442482854064 0.0060723131848488656 -0.11187682146435707 0.012419895075796881 -0.10450585411977696 0.076514944802116847 -0.10380051611686632 0.0024197180333517688
leaf_weight=8.9308306994296629 41.424005301491889 1.9480860502808339 1.2674205105395229 2.0791719071858097 0.87905120383948077 1.0859281330340307 1.5187629712745545 3.8279362386092535 2.1611673481529605 1.0616930466203482 1.1202314595066116 0.48763436565651019 1.1459187269938471 0.4162835069000721 1.6279733122416922 5.0790004774462414 0.68481251009507094 1.1516665808348991 1.3803054085001352 1.4687772095203397 1.0279866290534299 0.27656885702162981 0.35797800790623913 26.284594871638376 0.45617579548706999 11.373231037959725 0.42461267858743568 0.77549901964812207 0.66017433879369569 8.7967982151903907
leaf_count=655 2024 30 68 28 16 37 18 50 27 44 36 45 11 5 66 51 12 26 24 36 36 5 59 671 25 182 3 22 25 296
internal_value=-2.65367e-05 0.00123188 0.0123934 0.00466682 -0.00825538 -0.036061 0.00750462 2.19078e-05 0.00474125 0.040489 -0.00363072 -0.0010009 -0.00189178 0.00226862 -0.00348073 -0.0157729 -0.0698734 -0.00339392 -0.0146013 -0.0578665 0.037371 -0.0490158 -0.0090404 0.00424785 -0.0465624 0.00145043 -0.00491871 -0.0027121 -0.013825 0.00842254
internal_weight=131.18 89.7563 8.77842 7.511 5.43183 1.96498 3.46685 80.9779 35.33 4.88963 45.6478 30.4404 44.5276 28.2792 43.3817 12.4205 2.31279 10.1077 7.92808 2.84908 2.17965 1.05083 0.634547 27.2284 0.94381 30.9611 19.5879 19.1633 9.59101 9.5723
internal_count=4633 2609 197 129 101 53 48 2412 931 94 1481 837 1445 810 1434 251 78 173 111 60 62 69 64 741 70 1183 1001 998 680 318
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=0
split_feature=4 2 1 4 2 3 2 4 2 2 0 1 4 0 0 1 2 2 1 4 1 3 2 2 2 2 3 2 2 0
split_gain=0.0459393 0.154751 0.101833 0.0687217 0.278864 0.129091 0.277735 0.0700242 0.155933 0.324454 0.337534 0.235228 0.195623 0.129057 0.263691 0.176472 0.376475 0.207421 0.138339 0.106553 0.152537 0.246425 0.101383 0.0666159 0.128674 0.151728 0.127769 0.161293 0.0922296 0.31568
threshold=31.914316944300001 -0.10771499999999999 68.327163385350005 34.515670600900002 0.15915000000000004 0.094385000000000011 -0.11334499999999999 37.041406607950009 -0.011849999999999999 0.04932000000000001 91.625341543800019 68.20618276945001 36.859113051050009 94.354126546200021 99.647700605050019 65.509659264600018 -0.10771499999999999 -0.122095 61.86411003975001 37.765550062200006 75.981203682750007 0.095830000000000012 0.28423000000000004 0.63131000000000015 0.24901000000000004 0.26597500000000007 -0.17949499999999999 0.70691500000000018 0.27394500000000005 88.122280599850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 8 12 -10 -11 -12 13 15 -15 16 17 18 -5 20 21 -9 -22 24 -21 -26 -25 -28 -27 -30
right_child=3 2 -4 7 -6 -7 -8 19 9 10 11 -13 -14 14 -16 -17 -18 -19 -20 23 22 -23 -24 26 25 28 27 -29 29 -31
leaf_value=-0.10534497073548293 -0.070156696203264132 -0.10382985024048515 0.071805680797074597 0.05382894529992488 -0.058619669650686469 0.068262429494730853 0.059878662319512471 0.0090795431780310749 0.089081478081596249 0.071713279051033404 0.0071030858588483001 -0.090021792162752523 -0.071484224028351126 -0.10434358258889825 0.00086294860807726692 0.013405916116787632 -0.067852259839651041 0.10287448689620469 -0.10660236264079335 0.00014194759866973758 -0.072145660292686972 0.078290722848835717 0.0051943009123551209 0.090646286722152372 -0.085432711473798065 0.007558546706126568 0.071216625721861201 -0.060663932625547749 0.080311415259702909 -0.081581248891314698
leaf_weight=0.16772596440728194 0.2729049053248217 0.043797499718506994 0.1340418612011689 0.1023548748198666 0.36407833359453423 0.74385267462821503 0.41254552784357557 1.616647559290868 0.45090477484700286 0.37908904696814694 0.52417594194412231 0.475623619317048 0.61383285525153031 0.41517118232150085 0.55901820719634543 2.3848652898450382 0.93789122614543885 0.25472191907465458 0.11318258120445535 115.32826157510817 0.25204116204690752 0.75454296614043403 0.51753376424312592 0.23509928421117365 0.35048555514367663 0.92652218765579142 0.16418287169653822 0.21311044145841151 0.15991518072678446 0.48800314531217737
leaf_count=129 43 10 83 20 22 50 31 52 13 14 2 47 24 47 83 41 11 5 30 3614 60 15 2 11 35 11 24 24 14 66
internal_value=-2.5177e-05 -0.0364377 0.0285509 7.16068e-05 0.0195115 0.0394134 0.00810645 -0.000200301 -0.00977361 0.0154442 -0.00863558 -0.0391011 -0.0183488 -0.011507 -0.043973 -0.00316851 -0.0312392 0.0417823 -0.0304164 0.000370178 0.0185486 0.0311034 -0.0201351 -0.000114221 -0.000286031 -0.0259276 0.0327818 -0.00327482 -0.0126812 -0.0416239
internal_weight=130.356 0.345565 0.177839 130.011 1.79338 1.4293 0.68545 128.217 7.21083 1.82979 1.37889 0.9998 5.38104 4.76721 0.974189 3.79302 1.40815 0.470259 0.215537 121.006 3.14077 2.37119 0.769575 117.866 117.253 1.92493 0.612393 0.377293 1.57444 0.647918
internal_count=4633 222 93 4411 146 124 74 4265 337 76 63 49 261 237 130 107 66 55 50 3928 129 67 62 3799 3740 126 59 48 91 80
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=0
split_feature=0 0 3 3 3 4 4 4 0 0 3 1 4 0 1 2 0 1 3 1 1 3 3 3 0 1 3 3 0 0
split_gain=0.0482018 0.358006 0.173749 0.163901 0.482633 0.325302 0.212388 0.34067 0.312662 0.334032 0.299421 0.219609 0.379801 0.205464 0.289025 0.384184 0.225978 0.20759 0.163831 0.154979 0.160977 0.150116 0.144043 0.274344 0.305745 0.13544 0.215518 0.35038 0.110647 0.0880942
threshold=85.732241321850012 85.769879735700016 0.11768500000000003 0.10087500000000002 0.096915000000000015 39.788107623550012 41.243661560350013 42.759119507950011 85.662341410450011 85.121961326250016 0.085910000000000028 61.993156030000002 48.109449608500007 85.705356740550016 61.923256118600001 -0.083004999999999982 84.546631286350006 57.772276765200012 0.091510000000000022 61.546871980350012 57.027573863050009 0.08326500000000002 -0.54009999999999991 -0.25098999999999999 71.340924949550015 55.887667615750004 0.070640000000000022 -0.24212500000000001 78.099708689550013 85.968825637350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 8 13 9 19 11 21 -13 14 16 18 17 -8 -16 20 -1 22 -9 -24 25 26 27 -25 -22 -3
right_child=1 29 -4 5 -6 -7 7 10 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 28 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.1019041440310533 0.043722490890846039 -0.0096216175431369858 -0.060303398564837823 -0.007781963418533034 -0.096197581683080138 0.055891155194859987 0.05295206135686379 0.048750486951711552 -0.12245671942604522 0.072547754861516975 -0.087821810932190478 -0.105631564366684 0.048124890065252321 0.083579616159714043 -0.088880845271116143 0.032366405730540164 0.10486840760864671 -0.10477981709297726 -0.011405834156699272 -0.10798573566869588 0.081251028635717551 0.046365582065195469 -0.10584765488062647 0.10433076508924272 -0.045061053119057802 0.078886135815079181 0.10157561421145847 -0.10503749595816261 -0.020910232494684395 0.0007535433486466753
leaf_weight=0.17414676895168024 1.8990308912470926 8.8785700910375436 0.55524301079276561 2.1790899524930878 0.60455491450557097 1.2700031790591308 0.27535447513537192 0.39158744640735355 0.34055774845182885 0.32713281450560316 0.52207030590852799 0.50148312452802191 0.23637865856289864 0.50117345899343479 0.50411816904670581 1.3751447181930414 0.5351553310174495 0.11971515379991615 0.59520654194056988 0.27436072149623669 0.15104282645302192 0.6666780695086344 0.30017800420273211 0.11696222424506841 0.88238237335099257 0.4225227739661932 0.15552444290369749 0.25246390736266344 0.35562441372894682 104.58949454423231
leaf_count=77 18 110 32 30 23 35 56 23 7 28 42 118 3 4 39 30 5 16 4 143 52 13 56 1 45 7 5 73 33 3505
internal_value=-2.24199e-05 0.00066238 -0.00543886 -0.00326767 -0.00943831 0.0156633 -0.00418113 0.00224955 -0.0372846 -0.0146645 -0.0166731 -0.00721231 -0.0563747 0.0237998 0.0150002 -0.00286396 0.0625201 0.00515569 -0.0469336 -0.0445333 -0.0189627 0.00416524 -0.00699188 -0.0172396 -0.00270394 0.0367433 0.00282326 -0.0387504 0.00954511 -5.8285e-05
internal_weight=129.953 115.367 14.5859 14.0306 10.5815 3.44909 9.97696 8.3541 1.62287 1.28231 4.44823 3.92616 0.737862 3.90587 3.40469 2.47447 0.930225 0.39507 1.09932 0.955175 0.680814 3.1883 2.52162 2.13003 1.82986 0.947473 0.524951 0.369426 0.506667 113.468
internal_count=4633 3633 1000 968 903 65 880 540 340 333 386 344 121 154 150 73 77 72 43 305 162 223 210 187 131 86 79 74 85 3615
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=0
split_feature=1 1 4 1 2 3 3 0 3 0 3 2 2 3 4 3 4 2 4 3 3 4 2 2 2 1 4 1 0 4
split_gain=0.0423964 0.609279 0.537485 0.278764 0.206914 0.185943 0.314961 0.280845 0.168039 0.150179 0.36854 0.140504 0.253138 0.233324 0.25475 0.198825 0.123078 0.34794 0.11893 0.216519 0.215484 0.217052 0.0946785 1.65151 0.571965 0.559509 0.432973 0.314515 0.704481 0.577913
threshold=71.053259929650025 71.504920895500007 36.558960102350007 70.74946416085001 -0.079369999999999996 -0.25843999999999995 -0.25215499999999996 95.44832900530001 -0.20885999999999996 95.050437202000012 0.087935000000000027 0.20852500000000004 0.18839000000000003 0.11296500000000002 40.099856909850011 0.084365000000000009 34.424709467050008 -0.11692 37.232443001650005 0.094235000000000027 0.094595000000000026 33.361153777850006 -0.051199999999999996 -0.043559999999999995 -0.064729999999999996 61.950140699950005 39.852039223600009 69.873026810350026 94.496614827150012 39.476991512000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 -5 -3 -7 8 -8 11 -11 12 16 14 15 -13 17 -1 19 -9 -21 -22 24 -24 27 -26 -27 -18 29 -29
right_child=1 5 -4 4 -6 6 7 18 -10 10 -12 13 -14 -15 -16 -17 22 -19 -20 20 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.083579858502004098 0.063124613661254145 -0.076715365363225624 -0.096523426309362545 0.007205484173663939 0.063639048168775178 0.085886622212773434 -0.0099604744666494608 -0.10481168750978467 -0.10230458690425444 -0.10014177226496311 0.0033079946280651848 0.061313004453622234 -0.055527004650204409 0.081660526891532428 -0.059049938906373216 -0.014846917877085376 0.00070786397851599304 0.070639165342014351 0.0016341024153261109 0.10281559917696866 0.08799526562901111 -0.10198731993433652 -0.12618189631947149 0.0010460618597405503 -0.020428368687305735 0.097472635911987196 0.028210058781360549 -0.12177472059930161 0.061026222664329027 -0.0089295414132036562
leaf_weight=0.18572643444645109 0.25805968356144049 0.31561187974807481 1.1535075002830124 1.4051539149459134 1.2084594462357916 0.42556681453333922 0.36724204383790493 0.29777934183061816 0.42523042070661077 0.51186543287621944 1.05239709460875 0.79240002389997177 0.81175034918123756 0.55186399171361689 0.43789726736758883 0.60411509151163045 57.475128804840999 0.68905928179446974 32.302771824932734 0.15014816688108112 0.085858282918820805 0.20072888970389613 1.0785988627030771 18.866781527728108 1.4256757793482453 1.3945653028786185 2.558044850549777 0.93036160863266493 0.56617416208609928 0.88605351415026234
leaf_count=89 12 112 191 32 19 22 8 219 154 39 22 22 25 12 37 37 1287 31 1448 5 42 75 24 516 19 20 35 25 20 34
internal_value=-2.30926e-05 -0.00293968 -0.0673369 0.00110014 0.0332987 -0.000310276 0.000393683 -0.000681789 -0.0595111 0.000173517 -0.0305433 0.000711858 5.42603e-05 0.0246505 0.00749961 0.0283672 0.000578547 0.0378968 0.000729363 -0.0390596 0.00577213 -0.0450707 0.0001953 -0.00583412 0.00203875 0.0332765 0.0526474 -0.000767997 -0.0363701 -0.0667285
internal_weight=129.415 35.9825 1.41157 93.4321 2.61361 34.5709 34.2553 33.8298 0.792472 90.8185 1.56426 89.2542 86.8679 2.38628 1.83441 1.39652 86.0562 0.874786 33.0373 0.734515 0.436735 0.286587 85.1814 19.9454 65.236 5.37829 3.95261 59.8577 2.38259 1.81642
internal_count=4633 2288 203 2345 51 2085 1973 1951 162 2294 61 2233 2125 108 96 59 2100 120 1789 341 122 117 1980 540 1440 74 55 1366 79 59
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=0
split_feature=4 2 3 4 2 3 2 4 2 0 4 0 0 1 2 2 1 4 4 2 2 1 0 0 1 1 0 2 4 2
split_gain=0.0436157 0.124214 0.0923548 0.0469421 0.233741 0.10357 0.216926 0.0565468 0.12454 0.232849 0.160977 0.120565 0.241954 0.133893 0.297605 0.186897 0.122146 0.104905 0.630652 0.335584 0.302732 0.208569 0.695533 0.526818 0.462388 0.192025 0.1357 0.196876 0.134602 0.38476
threshold=31.914316944300001 -0.10771499999999999 0.088565000000000019 34.515670600900002 0.15915000000000004 0.094385000000000011 -0.11334499999999999 37.041406607950009 -0.011849999999999999 95.44832900530001 36.859113051050009 94.354126546200021 99.647700605050019 65.509659264600018 -0.10771499999999999 -0.122095 61.86411003975001 38.474425342400004 38.751720283100006 -0.038374999999999999 -0.124155 67.606656606400023 85.823648898300021 94.770837556450019 71.246828915000023 64.369753017350021 99.013224486300018 0.28423000000000004 39.198779702000003 -0.070854999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 8 10 -10 11 13 -13 14 15 16 -5 20 19 -19 25 22 -22 -23 -25 -9 -26 -28 29 -20
right_child=3 2 -4 7 -6 -7 -8 17 9 -11 -12 12 -14 -15 -16 -17 -18 18 28 -21 21 23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-0.10492009221404533 -0.066476936964333683 0.067232587742818289 -0.10367988396586841 0.051605060560798492 -0.055924606550556845 0.063566145935411225 0.054854274479132395 0.026778471782119086 0.050390655194523529 -0.023657384895202079 -0.065236732271721706 -0.10411338885259898 -0.00017372891128996168 0.012243291483771453 -0.058866902069672523 0.10259685513927297 -0.10603313171716806 -0.026711438016425573 -0.021521237850767094 -0.12319013395809562 -0.0043279303128679206 -0.056335100804688468 0.084750458080362912 0.1034124444188923 0.018165770049540949 -0.089336539811360541 -0.10408573072269778 0.0018556714801858606 -0.00034652898630659079 0.038950311466769638
leaf_weight=0.14506972317678901 0.24381939483532722 0.12019217284068773 0.042901584559615458 0.095087818379397726 0.34741279218906118 0.67428078409102454 0.37245003243219699 0.20473484735702996 0.87833871466864255 0.82217781885719887 0.60131576095500339 0.37776798248523835 0.55006872904550619 2.3537162195425481 0.9324392470298335 0.23200062476098537 0.10175207103020512 0.91641161644520253 1.643573396398551 0.59435419522014743 2.0312046580947922 1.167230616774759 1.5419559050351379 0.57108746189624104 2.3794618721585725 0.46795293201830646 0.24449557045431891 0.62081098998896778 104.45658512739408 2.9241249643041547
leaf_count=129 43 50 43 20 22 50 31 25 31 45 24 47 83 41 11 5 30 32 68 21 26 32 29 7 27 67 77 14 3451 52
internal_value=-2.72295e-05 -0.0376032 0.0222743 6.29914e-05 0.0168835 0.0364833 0.00685108 -0.000154448 -0.00892725 0.0145894 -0.016553 -0.0102477 -0.0424927 -0.00219438 -0.0271578 0.0417882 -0.0298826 0.000354254 -0.000500933 -0.0646674 0.0105968 0.0156751 0.0341128 0.00245426 0.0204373 -0.0539965 0.00583348 -0.0280785 0.000388231 0.0171911
internal_weight=128.655 0.308163 0.163094 128.347 1.63796 1.29055 0.616269 126.709 6.94466 1.70052 5.24415 4.64283 0.927837 3.715 1.36128 0.428841 0.19684 119.764 110.535 1.51077 9.22893 8.55625 3.57316 4.98309 3.81586 0.672688 3.24477 0.865307 109.024 4.5677
internal_count=4633 222 93 4411 146 124 74 4265 337 76 261 237 130 107 66 55 50 3928 3624 53 304 212 55 157 125 92 118 91 3571 120
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=31
num_cat=0
split_feature=2 3 3 3 0 0 3 3 3 4 4 4 1 4 4 4 0 1 4 1 1 3 4 2 3 2 3 4 2 2
split_gain=0.0412388 0.138852 0.198864 0.0772446 0.0413325 0.303442 0.15156 0.151019 0.425356 0.297448 0.355163 0.271276 0.3268 0.323037 0.262557 0.257564 0.360754 0.250938 0.209878 0.327029 0.178906 0.160318 0.230921 0.226605 0.161593 0.16294 0.141057 0.220875 0.123063 0.10276
threshold=0.63131000000000015 -0.17949499999999999 0.18642000000000006 -0.078164999999999998 85.732241321850012 85.769879735700016 0.11768500000000003 0.10087500000000002 0.093955000000000025 41.243661560350013 42.759119507950011 43.968221017800005 61.885617704800005 43.022303514600004 39.788107623550012 37.995872310650007 84.546631286350006 61.923256118600001 41.873095646600007 61.971648364950006 58.309968391300011 0.08326500000000002 48.109449608500007 -0.084259999999999988 0.083555000000000032 -0.55354000000000003 -0.25098999999999999 48.914776625700007 -0.26416999999999996 -0.095074999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 7 8 9 15 17 12 13 -12 -9 16 28 -11 -19 -20 -17 22 23 -13 -23 -26 -24 -28 -1 -7
right_child=1 2 -4 -5 5 29 -8 14 -10 10 11 21 -14 -15 -16 20 -18 18 19 -21 -22 24 26 -25 25 -27 27 -29 -30 -31
leaf_value=0.065264220469468268 0.089648280420581219 0.0027317534307526952 0.1002981094090874 -0.10340850742617472 0.040701807372193449 0.0044047815827124486 -0.057965763206032909 -0.0058357699680757344 -0.076920779078166676 0.077319094387908349 -0.11956580525804349 -0.10774936606818115 -0.10896882759431137 0.082929832499076608 0.051908978708534385 -0.004705019904365045 0.10119729315968257 0.029522617282096132 -0.11290979590381114 0.022721475732641175 -0.10876896046486016 0.10354419844978469 -0.024803384137414588 -0.010649462462631605 0.10225040010776137 -0.10307049084918317 0.070235914428851104 -0.017696019924191255 -0.10177666874791497 -0.002186161913587338
leaf_weight=0.055242497539438773 0.21914919931441545 0.12454641883482509 0.11589539051055908 0.15254632959863457 1.8455834081396449 34.006983089987386 0.525400058548258 2.1887845154851688 0.85359426788636561 0.78502490659047941 0.11998310822514202 0.39772089486632178 0.58158096129136538 0.22941495966711045 1.2298296085937179 0.22639939773944207 0.23282915411982685 2.1049515728191186 0.29985783604206506 0.43663751598796807 0.61120790071072406 0.26415758952498425 0.70837404878693622 0.60739039544887774 0.063275635242462158 0.099318275228142738 0.65384762734174706 0.50729752995539457 0.21875110456686975 77.711234254812496
leaf_count=12 11 20 19 26 18 1584 32 30 42 71 14 61 65 70 35 37 9 26 14 36 113 3 26 27 1 64 17 32 160 1958
internal_value=-2.32696e-05 0.0258701 -0.00969564 -0.0557011 -0.000147523 0.000484508 -0.00527405 -0.00321963 -0.0093918 -0.00312855 0.00430719 -0.015371 -0.0630462 0.0133929 0.0149376 -0.046594 0.00967455 0.0272731 0.0134466 -0.0324996 -0.0806412 -0.00192678 -0.0104174 -0.0490717 0.0552667 -0.0231671 0.0103644 0.031819 -0.0680979 -0.000179881
internal_weight=128.177 0.612137 0.392988 0.277093 127.565 113.564 14.0009 13.4755 10.0569 9.20326 7.85883 4.23236 0.930979 0.349398 3.41861 1.34443 0.506823 3.62647 2.84145 0.736495 0.837607 3.30138 2.87463 1.00511 0.426751 0.162594 1.86952 1.16115 0.273994 111.718
internal_count=4633 76 65 46 4557 3560 997 965 900 858 527 380 149 84 65 331 181 147 76 50 150 231 163 88 68 65 75 49 172 3542
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 3 4 0 3 0 3 2 4 4 2 3 0 1 2 2 4 4 2 4 4 4 2 4 1 3
split_gain=0.0459559 0.11099 0.10096 0.193082 0.143569 0.297162 0.295425 0.353676 0.257069 0.141564 0.112742 0.0594837 0.298986 0.429741 0.315695 0.497395 0.314642 0.348926 0.197554 0.195309 0.31533 0.151004 0.146801 0.166271 0.266943 0.142204 0.134758 0.121866 0.239647 0.148137
threshold=-0.69416999999999995 -0.63026499999999996 -0.59614999999999996 78.27445846800002 -0.27494999999999997 0.10787500000000003 41.184662530950007 87.727077254650013 0.084365000000000009 100.01333091085002 0.09557000000000003 -0.16164499999999998 42.686561923500008 41.184662530950007 -0.18437499999999998 0.080545000000000019 86.264556031700025 63.565904036300005 -0.237895 -0.15022499999999997 43.219899330700009 48.823707093150006 -0.14704500000000001 42.670715716450012 41.542492784600007 44.202975721700007 -0.26416999999999996 48.96897326980001 55.855406118200008 -0.15544999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -4 -9 -8 -10 12 13 16 15 18 26 -18 25 20 -13 -22 23 24 -21 -14 -6 29 -29 -20
right_child=1 2 4 -5 11 -7 9 8 10 -11 -12 19 14 -15 -16 -17 17 -19 27 22 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.03877966608177362 -0.033649374315122341 0.0032606551748017398 0.079329331771974571 0.082075605701360133 0.069924135103325832 0.081691548751241391 -0.11564359071299486 0.046896682650161309 -0.10672125833019958 0.021402879236630819 -0.032774950685233145 -0.11119358906057851 0.003807169032058889 0.075733513795929797 0.074175525061347156 -0.11257508999366957 0.082397687592340951 -0.015244021583506904 0.038319859870994018 -0.1026652031547805 0.085736171436459216 -0.027104919855928774 -0.00017048297852460603 0.080896703204145229 0.10375180257189101 -0.10629767241093097 -0.10618844370125416 0.022676782302669687 -0.080879032685223451 -0.016801408334691622
leaf_weight=0.30447887677655572 0.97948686033941967 1.0912856731702039 0.32384571107832005 0.43462725341214525 0.050409648509230354 0.23331880749901746 0.52001031034706091 0.26088571295474572 0.38298695830508223 0.088150069869470826 0.44662764195390992 0.41353779630980969 0.19422356613358749 1.3227053196060294 0.42165215856221028 0.47748705649337342 0.5843241214752195 0.97945438246688354 1.3739224891178314 0.1545939242496378 0.15811674149881583 0.47441534721747303 113.16496193710603 0.46376705620059511 0.10534171958715888 0.29617133566989651 0.31462787279633586 0.48391697742044915 0.41521933676267508 0.75574398179014735
leaf_count=19 53 39 30 46 8 17 104 47 56 45 38 80 40 46 28 22 8 88 37 51 11 215 3085 18 3 101 202 25 24 47
internal_value=-2.40634e-05 -0.000116827 0.000143048 0.0257096 -0.000169399 -0.0251681 -0.0374956 -0.012434 -0.0396849 -0.0957793 -0.0669119 0.000290557 0.00881719 0.0318326 -0.00812017 -0.0168024 0.00172704 0.0212409 -0.00380791 -0.000278444 -0.043291 0.00110245 0.000116627 0.0450119 -0.0190125 -0.0626901 -0.0818683 0.00572573 -0.0251451 0.0187593
internal_weight=127.67 127.366 126.386 1.52591 124.86 2.25583 2.02251 1.41435 1.0905 0.60816 0.829615 122.605 7.66986 3.25152 4.41834 3.99668 1.92882 1.56378 3.5192 114.935 1.04607 0.632532 113.889 0.723703 0.259936 0.490395 0.365038 3.0288 0.899136 2.12967
internal_count=4633 4614 4561 85 4476 337 320 171 141 149 94 4139 676 352 324 296 306 96 274 3463 306 226 3157 72 54 141 210 133 49 84
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=31
num_cat=0
split_feature=2 2 2 3 2 2 1 3 3 2 2 1 4 2 4 2 4 2 3 3 2 3 2 3 3 2 3 2 4 3
split_gain=0.0378056 0.0894223 0.0867197 0.0661049 0.158486 0.11736 0.305286 0.110555 0.363106 0.231503 0.624261 0.484003 0.450715 0.418559 0.314968 0.289008 0.271564 0.408131 0.24133 0.141926 0.135976 0.253812 0.313874 0.258915 0.257134 0.181307 0.18812 0.273379 0.194291 0.163253
threshold=-0.69416999999999995 -0.63026499999999996 -0.60723499999999997 0.18642000000000006 -0.088880000000000001 -0.0098449999999999979 62.046925192600007 0.10487000000000003 0.10602000000000002 -0.036264999999999999 -0.027754999999999998 62.084563606450011 40.165165956550005 -0.063379999999999992 41.11191809080001 -0.11963999999999998 43.157831852650006 0.05642500000000001 0.12001500000000002 0.11231500000000003 -0.25105499999999997 0.10052500000000002 -0.58319500000000002 0.096095000000000028 0.088145000000000015 -0.54488499999999995 0.096915000000000015 -0.26416999999999996 39.065416244600009 0.10336500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 -5 -6 -7 20 -9 11 -11 18 -12 14 15 -13 17 -14 -10 -17 21 22 23 24 -4 -24 27 28 -27 -22
right_child=1 2 3 4 5 6 -8 8 9 10 12 13 16 -15 -16 19 -18 -19 -20 -21 29 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.035415229590598472 -0.030135963386332745 0.041719446298580848 0.055124699346715489 0.044266112816013198 -0.0074693581337782729 0.10239052452930651 -0.011824380466358848 -0.067966346083143545 0.020769796562386526 0.069277914520849498 0.021907191744315019 -0.011849899606553209 -0.12919805290149142 -0.12472866470979072 0.036971495904667598 -0.041562357148662368 0.007189738010727584 -0.019709835043189239 -0.025021405211700282 -0.129833803147509 0.00053602329438983895 -0.11507433608574232 -0.10732508413060843 0.094736368693738651 -0.044466837298048935 -0.05166978192454548 -0.12211339575934449 -0.08620815206184701 0.049638598457284341 0.023263123622076574
leaf_weight=0.30029610021301678 0.9840608833069372 0.49928679888489469 0.45234168448041623 1.1218626634010034 3.1706820100152977 0.37958409637212698 0.61027964369873189 0.96496606857408451 2.9683466502028741 1.37855589389801 2.4423416738831625 0.8780386655164415 0.60170318308519222 0.58233737212140235 0.53972296971915046 0.29636926831585686 0.75829020504238531 0.78415276164014358 1.879780073999427 0.47260828964317625 98.866923295218271 0.25453386073604622 0.32436472411563988 0.37493857236040651 0.60731181283063052 0.27303896024784546 0.17285521201392851 0.34570462566625626 0.61728325031617715 3.2649966850585761
leaf_count=19 53 34 72 33 38 7 47 30 32 8 52 27 26 15 30 28 12 27 25 27 3567 18 112 15 33 56 11 83 55 41
internal_value=-2.44495e-05 -0.000108336 0.000126398 -3.92282e-05 0.0109093 0.00191482 0.0319737 -0.000520774 -0.00869342 -0.0044823 0.0102708 -0.0160355 -0.00746489 -0.0493893 -0.0293261 -0.0510517 -0.0409219 -0.0672468 0.00301502 -0.0958134 0.000605558 -0.0190014 -0.011282 0.0233169 -0.0019535 -0.0399192 -0.0244004 -0.0107355 0.0185699 0.00126257
internal_weight=127.168 126.867 125.883 125.384 5.28241 4.16055 0.989864 120.102 14.5472 13.5822 5.96504 7.6172 4.58649 2.76908 2.18674 1.64702 2.14415 1.38586 4.84813 0.768978 105.554 3.42237 3.16784 1.43459 1.05965 1.73325 1.40888 1.23603 0.890322 102.132
internal_count=4633 4614 4561 4527 125 92 54 4402 339 309 125 184 117 127 112 82 65 53 57 55 4063 455 437 120 105 317 205 194 111 3608
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=31
num_cat=0
split_feature=4 0 2 2 2 4 0 2 3 0 1 1 0 1 1 0 2 2 2 1 3 2 0 0 1 3 2 1 1 3
split_gain=0.0399713 0.123496 0.402773 0.464865 0.334567 0.303278 0.770444 0.234952 0.193241 0.146188 0.129426 0.638373 0.292121 0.178321 0.174101 0.126973 0.134708 0.124204 0.950219 0.632238 0.357853 0.92281 0.449782 0.449665 0.373792 0.401543 0.339548 0.356824 0.330099 0.300313
threshold=42.154118731400011 86.393602021950016 -0.075639999999999999 -0.011849999999999999 -0.080869999999999997 42.686561923500008 85.495657006400009 -0.0025899999999999999 0.096480000000000024 67.058211147750015 62.068432857650002 62.186725015400008 85.990333302400003 64.294476189700006 64.953148431650007 86.474255765850003 0.15915000000000004 -0.083834999999999993 -0.088274999999999992 62.245871094250013 0.088145000000000015 -0.160525 96.082805124100005 95.988709089550014 72.327589083450007 0.085715000000000027 -0.082484999999999989 62.132955852800002 62.095317438950012 0.076835000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -5 10 -9 -7 -12 13 -13 -15 -3 17 18 19 -17 22 -22 23 -21 -24 -26 -19 28 -28 -29
right_child=1 15 3 7 -6 8 -8 9 -10 -11 11 12 -14 14 -16 16 -18 26 -20 20 21 -23 24 -25 25 -27 27 29 -30 -31
leaf_value=0.0011915552289314504 0.046544097052731929 0.029909098304426542 -0.11302417129591809 0.067213557260378934 0.074881871616474846 3.5673557188786255e-05 -0.10814306920745181 0.099349565985030128 0.047648527943029179 -0.1046016614278176 -0.10539021413155943 -0.11290739023835039 0.10302297342110936 0.097318562181537824 -0.031626742668319975 -0.12147497737630818 0.040717747718182484 -0.061523079899730486 0.06536407827689715 0.017678803841804848 0.019611923339473942 -0.11768518532139197 -0.11760743596140831 0.11945739512068153 -0.021869075513903605 0.099018389478130617 0.0033717616693648487 -0.073616464294092882 0.068939157310026644 -0.0085904823852462047
leaf_weight=86.276476449458812 0.50534815338323713 1.4393102226167709 0.77383101898158202 0.29835366830229759 0.50307293748482962 6.4771992689957152 0.88737276219762862 0.043135292580699369 0.72539703249640375 0.18971776316800515 0.67674329428700708 0.14735249523073435 0.30311547592282295 0.16105738081387244 0.29929407461895607 0.46421655453741806 0.7676513340920782 1.0975793256002369 2.1845162175013693 3.7521008398553004 1.1382830296947757 0.85894962374186423 0.3525283434937595 0.49087635381147254 2.4334480265542884 0.30974495687587467 2.5947112040594216 0.77328729408873087 1.0905586220324037 8.7101286765471269
leaf_count=2609 15 20 63 5 9 231 40 4 21 111 24 6 4 61 12 9 55 17 30 286 64 50 40 3 351 14 31 67 61 320
internal_value=-2.44889e-05 -0.00261828 -0.0111306 -0.0635748 -0.00472577 -0.00865868 -0.0520149 0.00846015 -0.00178929 -0.0668203 -0.00623604 -0.0318244 0.0228353 -0.0171613 0.0134857 0.000968458 -0.000573243 -0.00178071 0.00572408 -0.00757006 -0.00190629 -0.0394354 0.00830729 0.0294537 -0.0206759 -0.00821919 -0.00808526 -0.00363134 0.0227747 -0.0138928
internal_weight=126.725 40.4489 11.991 1.30504 10.686 10.1829 1.39272 0.531207 8.79016 0.232853 8.06476 1.58756 0.910819 0.607704 0.460351 28.4579 27.0186 26.2509 11.9847 9.80015 9.33593 1.99723 7.3387 4.24298 3.09572 2.74319 14.2663 13.1687 3.68527 9.48342
internal_count=4633 2024 606 183 423 414 55 120 359 115 338 107 83 79 73 1418 1398 1343 847 817 808 114 694 289 405 365 496 479 92 387
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=31
num_cat=0
split_feature=0 0 2 3 3 3 4 1 3 2 3 2 2 3 3 2 1 2 0 2 3 4 2 0 3 3 2 2 2 2
split_gain=0.0381401 0.163108 0.143455 0.140053 0.216721 0.337186 0.280865 0.214482 0.481767 0.146376 0.135473 0.453675 0.411215 0.178565 0.349554 0.148987 0.149824 0.140204 0.134422 0.357434 0.205527 0.131801 0.123201 0.139211 0.217273 0.187356 0.257483 0.120548 0.598476 0.527402
threshold=85.705356740550016 85.799452775150016 -0.092084999999999986 0.11636500000000001 0.10087500000000002 0.096915000000000015 39.571921479100006 61.993156030000002 -0.17949499999999999 -0.55354000000000003 0.092185000000000031 -0.082275000000000001 -0.083004999999999982 0.084805000000000019 0.07771500000000002 -0.11963999999999998 55.782817748650011 -0.017745 85.968825637350008 -0.08725999999999999 0.095830000000000012 39.656620114300004 -0.23557500000000001 76.535026057600007 -0.15148999999999999 -0.25098999999999999 -0.23353499999999996 -0.06828999999999999 -0.075639999999999999 -0.054875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 7 -6 10 -9 -10 11 12 13 14 15 16 -1 -13 19 -3 -21 -5 -18 24 25 26 -24 28 -20 -29
right_child=1 18 -4 21 6 -7 -8 8 9 -11 -12 17 -14 -15 -16 -17 22 -19 27 20 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.1059776588527812 0.042050402461582377 0.017808456497133265 0.0061460040290239925 -0.0049976282694637539 -0.0046694469854704941 -0.087040643274134077 0.056410208257158569 0.013508022622624086 0.048860914380803644 -0.10481832117544572 0.04320655842471488 -0.11194954757955811 0.10770403018848054 -0.031346016663562265 0.07621757779119645 -0.10536146571653043 -0.064433624177409554 -0.027342788794603987 0.00054732593962208758 -0.013023290163611487 -0.056149146549343047 -0.10446555162712584 -0.10536383884002752 0.066903864845737862 -0.101859555737874 0.059351348045536538 0.038751037738654404 0.037657748794906742 -0.038167410881254429 0.00093663707768568887
leaf_weight=0.12245713852143802 1.676746144890785 2.3877709644148126 3.3086596573702982 0.26230218086857426 1.9286245987750601 0.55302863466204133 1.2348801499319959 0.897570420142074 0.067483510938473046 0.75973473886244824 0.72898020606226044 0.42262805312930141 0.38988414406776417 1.2441888599787487 0.68559066953457648 0.14084274950437281 0.20687979807189316 0.36503234959888864 55.933063429541725 2.842535709089133 1.80794844427146 0.27068885695189238 0.22507843610492273 0.42235722216719285 0.17785608372492356 0.52878557518124292 0.27599039690778682 4.3674324615676587 4.2999149339359581 37.441513097634243
leaf_count=64 20 33 37 14 20 23 33 34 3 206 25 20 2 43 27 8 34 167 2147 33 25 28 34 15 138 9 33 117 90 1151
internal_value=-2.86654e-05 0.000533599 0.0182218 -0.00541324 -0.00306629 -0.0116311 0.0191731 -0.00618771 -0.0372291 -0.0922813 0.00283098 -0.00282098 0.00963901 0.000151729 0.014219 -0.0060194 0.00112135 -0.0727395 -0.000274822 -0.0136414 -0.0297891 -0.0555142 0.00826093 0.0174869 0.000205001 0.0178316 -0.0259849 0.000647124 -0.00221644 0.00477259
internal_weight=125.976 114.066 4.98541 11.9109 11.3779 8.21437 3.1635 7.66134 1.72479 0.827218 5.93655 5.20757 4.41991 4.03003 2.78584 2.10025 1.9594 0.78766 109.08 7.03826 4.65048 0.532991 1.83695 1.63007 1.20771 1.02985 0.501069 102.042 60.233 41.8089
internal_count=4633 3653 57 980 938 885 53 862 243 209 619 594 407 405 362 335 327 187 3596 91 58 42 263 229 214 76 67 3505 2237 1268
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=31
num_cat=0
split_feature=4 4 4 3 3 1 0 1 2 2 2 1 3 3 2 1 4 2 2 2 4 4 3 2 1 2 3 3 4 3
split_gain=0.0393848 0.11598 0.295168 0.37994 0.320798 0.351033 0.313117 0.291328 0.398684 0.787256 0.58807 0.566761 0.365028 0.318337 0.376578 0.256015 0.4055 0.164159 0.778432 0.464432 0.27257 0.328758 0.313769 0.291719 0.268789 0.243318 0.182634 0.52633 0.537857 0.474256
threshold=42.154118731400011 43.157831852650006 43.084051236300006 0.085345000000000018 0.077990000000000018 61.982402197500001 90.767723400200012 62.025417527550012 -0.087660000000000002 -0.09715 -0.066979999999999998 62.116825104000007 0.093635000000000024 0.089505000000000015 -0.078549999999999995 62.245871094250013 42.580420142950011 -0.098419999999999994 -0.10290999999999999 -0.095854999999999996 44.279556297950009 47.927946529500012 -0.245505 -0.61402999999999996 62.186725015400008 -0.23890999999999998 0.086955000000000018 0.083395000000000011 43.321682097200004 0.082325000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 -7 9 12 13 -12 -9 14 -10 -13 -17 18 20 -19 24 22 -22 -24 -3 -26 27 29 -29 -21
right_child=1 17 3 -5 5 7 -8 8 10 -11 11 15 -14 -15 -16 16 -18 19 -20 26 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0011721135846782991 -0.11419980524579298 -0.018683857251324352 0.022446578262550271 -0.11614857110886552 0.036396549655847814 -0.052651353285439018 -0.004269361784354715 0.01856636120918034 0.026616242423703841 -0.090130381279509494 -0.094280328659651233 0.045554231084805587 -0.057643764837550321 0.0043235580140387119 0.1056602852837218 0.0093905827610912002 -0.068434753291595596 0.077169601239068575 -0.11697358005347194 -0.0070058553466367862 0.030278594249960263 0.005566751504585305 0.076241986584957955 -0.098042858965981569 -0.028418617819596342 0.085221935194406698 0.020138999732210356 0.0011320417789143144 -0.1056775635086884 0.057663887524656433
leaf_weight=85.972141720188233 0.52142996662030927 0.63702059899515084 0.31113124625562605 0.54299988577099612 2.0650760643766288 1.308377943583763 0.5150175980052154 2.4993223430601579 1.4828055777907176 1.3913341990119121 0.76307301540508632 0.9349120995029806 0.83963264077192423 1.8863919076975433 1.0154928816482431 2.2318100227730615 0.95639641654724972 0.93317751717404362 0.61778643744765016 4.4891830014737462 0.34097539065260196 3.1019581599493904 0.1069942448484652 0.93793018232554448 0.23647814348078089 0.92694587679579843 4.4790508388534818 0.96191215980797984 0.9246698796396231 1.5172607285330739
leaf_count=2609 55 40 35 30 54 34 38 55 45 55 26 7 39 20 62 40 47 17 37 206 36 380 7 253 24 84 179 15 75 29
internal_value=-2.8551e-05 -0.00264336 -0.00819515 -0.065663 -0.00552909 -0.00230511 -0.0595746 -0.0075255 -0.00330859 -0.0269323 0.00874497 -0.0151133 -0.000597871 0.035332 0.0587456 -0.000461678 -0.0139554 0.00264853 -0.00986069 0.00914144 0.000662487 -0.0125244 -0.0530166 -0.0801971 0.0335327 0.0621233 0.00401034 -0.00514218 -0.0512185 0.00933008
internal_weight=125.449 39.4765 19.2652 0.854131 18.4111 17.3746 1.03645 15.3095 14.0012 4.73029 9.27088 4.88619 3.33895 4.38469 2.4983 4.12312 3.18821 20.2113 6.90609 13.3053 6.2883 4.48786 1.3859 1.04492 1.80044 1.16342 12.3721 7.89303 1.88658 6.00644
internal_count=4633 2024 642 65 577 484 93 430 396 149 247 120 94 127 107 94 87 1382 861 521 824 676 296 260 148 108 504 325 90 235
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=31
num_cat=0
split_feature=3 2 3 4 4 4 1 1 1 3 3 3 4 0 3 0 0 1 1 4 2 2 2 3 0 0 0 3 3 2
split_gain=0.0343749 0.143261 0.0554161 0.159308 0.255662 0.0839599 0.106994 0.162278 0.0650371 0.111541 0.111441 0.225423 0.0572666 0.103213 0.158272 0.121948 0.0515016 0.0498976 0.0977632 0.185347 0.237791 0.217809 0.160296 0.055618 0.11512 0.153812 0.243577 0.49646 0.0735868 0.234626
threshold=-0.57039999999999991 -0.23401999999999998 -0.51222499999999993 45.921757303800007 35.887362732750006 32.724174661450007 69.165962322050021 68.327163385350005 55.887667615750004 0.070640000000000022 -0.24212500000000001 -0.25098999999999999 34.515670600900002 97.789976036950009 0.11458500000000002 91.886121982450007 79.271876434400014 56.820562587050013 61.546871980350012 43.61821939175001 -0.105535 -0.017745 -0.13734499999999997 0.18642000000000006 85.882794977150013 89.576736448400013 91.109157582800023 0.4149000000000001 0.11636500000000001 -0.054875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 7 16 9 10 11 -7 13 15 -15 -10 -4 -14 19 20 22 -22 -19 28 -25 -26 -27 -28 -20 -30
right_child=2 -3 5 -5 -6 8 -8 -9 12 -11 -12 -13 17 14 -16 -17 -18 18 23 -21 21 -23 -24 24 25 26 27 -29 29 -31
leaf_value=0.054307645308177811 0.070155027796409794 -0.10316597654274183 0.011171051327505772 0.09660007117288405 -0.066269235119000916 -0.10413083906400751 -0.10782050990570598 0.10136738208986001 0.0019952335012640445 0.025713501805844932 -0.10438590815473646 0.10363489681266923 0.030121475191912217 -0.10184695703629364 0.074950373562253758 0.072020126800218076 -0.10304728502585765 -0.01309570603927596 0.00032324945122450227 -0.084875511416151683 -0.089974512755935543 0.0056153181364015292 0.094102464431692984 0.039114732767139809 -0.0085287983690682089 0.10251992352582982 0.063978648745803543 -0.10464527882395647 -0.031296824549155999 0.0092468615229505929
leaf_weight=0.098568875613636919 0.25781921618340575 0.13957783061937235 0.061208273250484946 0.22953657862672117 0.29402592775568337 0.10991320640948743 0.16383732536516504 0.093057466670870781 0.51959581375740416 0.23353030615544412 0.24914859784121191 0.09949154406785965 0.54686596941610233 0.1443674830566124 0.077988792472751811 0.47700717765837908 0.1111941794648601 0.25859974809281994 107.77659251421017 0.38228071956109477 0.43121642815822259 0.53301269919393146 0.30285514704883088 1.093180848751216 3.1549453120678663 0.35889634117484071 0.47825261941852659 0.27499676922025174 2.8976082226263316 2.8130291940942689
leaf_count=23 24 32 38 7 42 46 144 3 40 29 121 1 47 64 6 12 19 40 3568 37 20 33 8 10 36 6 31 33 66 47
internal_value=-3.14252e-05 -0.0379877 4.12228e-05 0.0265884 -0.00253252 -0.000126547 -0.0442736 -0.00505352 2.72693e-05 -0.0305415 -0.0591908 -0.00541802 0.000199943 0.0217667 -0.0398374 0.0355115 -0.0624962 -1.67805e-05 -0.000153268 -0.0226099 -0.00700839 -0.0371338 0.0447282 0.000207248 0.0101611 0.00274355 0.0347211 0.00241732 -0.000262898 -0.0113252
internal_weight=124.662 0.238147 124.424 0.781382 0.551845 123.643 0.429297 0.26546 123.213 0.692084 0.458553 0.209405 122.521 1.21896 0.222356 0.996603 0.172402 121.302 120.755 1.90796 1.52568 0.964229 0.561455 118.848 5.36027 4.26709 1.11215 0.753249 113.487 5.71064
internal_count=4633 55 4578 73 66 4505 204 60 4301 197 168 47 4104 122 70 52 57 3982 3935 138 101 53 48 3797 116 106 70 64 3681 113
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=0
split_feature=0 0 1 3 4 1 1 1 0 3 3 4 0 0 1 2 0 1 2 2 3 2 2 2 3 1 4 0 4 3
split_gain=0.0352351 1.03553 0.399435 0.840633 0.641872 0.239594 0.393438 0.414333 0.344027 0.22286 0.189582 0.174108 0.257937 0.196293 0.180802 0.468114 0.38634 0.219428 0.215486 0.204994 0.191448 0.488776 0.651969 0.360961 0.281246 0.233099 0.240665 0.260356 0.200565 0.284854
threshold=90.767723400200012 90.321439350550008 67.606656606400023 0.084805000000000019 39.852039223600009 65.571493801650021 67.031326566450005 67.606656606400023 89.237990724000014 0.10087500000000002 0.080545000000000019 38.396531328800009 85.823648898300021 89.576736448400013 63.910026677050006 -0.097799999999999984 89.057864029250013 62.907231794400012 -0.237895 -0.27494999999999997 0.092015000000000027 -0.016014999999999998 -0.027754999999999998 -1.0000000180025095e-35 0.10307000000000002 62.025417527550012 39.788107623550012 86.208098410950015 41.965446242000006 0.097645000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 10 -5 11 9 -8 -9 -7 -2 12 -1 -14 17 16 18 19 -16 -13 21 22 -21 -23 28 26 -25 -28 29 -22
right_child=2 -3 -4 4 -6 6 7 8 -10 -11 -12 14 13 -15 15 -17 -18 -19 -20 20 24 23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0030678018627684905 -0.0080951635133215509 0.06813455477395948 0.00030398101668785275 -0.0066334785061337278 -0.12447954324718667 -0.074847235519665281 0.1033580915370988 -0.11367704090481637 0.055709824826157231 -0.011244778793960996 0.066126418805828965 -0.04355002851949507 0.065140857397517418 0.0049654044715310916 -0.01255510363649219 -0.10233605057927307 -0.10289039053914424 0.039296899816045894 0.10239941286142198 -0.0047011393694701932 0.012576118074426934 -0.12106046927265993 0.077691490693158533 -0.10148089430177634 -0.0029925428245243732 -0.11160716655895644 -0.018483292207898305 0.09625437608975404 5.2273862535270284e-05 0.052995231629255381
leaf_weight=2.5872584547529973 0.81345102225895904 2.2518902283045454 47.256621990364579 0.7612250274978577 1.176537807266868 1.3776862399536183 0.4062320552766322 0.25424489792658278 0.22692175692645833 0.91801664978265751 0.59649649055791087 1.1096537572739098 1.4623263895045968 0.86140469880774606 0.29981559904990718 0.61330911285494838 0.22091447189450264 1.3846202951390285 0.35751784330932423 30.29022634659486 4.6677180094411614 0.55853475399453634 0.99184291437268157 0.22639797441662668 14.53912834037328 0.26633163538645011 0.72750382153401461 0.27160100545734167 4.0615714404993923 2.7833041509147733
leaf_count=230 34 53 2596 15 56 37 6 37 24 14 11 42 43 10 80 50 6 36 9 694 48 24 29 4 174 8 140 6 78 39
internal_value=-2.87899e-05 0.00136607 -0.0020607 -0.0354407 -0.0781852 -0.00073786 -0.0275554 0.0289919 -0.0337929 -0.0494136 0.0233052 0.00051231 0.0186515 0.0428339 -0.000893422 -0.0352975 0.0115177 -6.41252e-05 0.0499676 -0.000965045 -0.000169301 -0.00518896 -0.00208876 -0.0524881 0.00625321 -0.026815 -0.00838754 0.0127075 0.0179296 0.0276745
internal_weight=124.32 73.716 50.6043 3.34771 1.93776 71.4641 3.1831 0.887399 0.481167 2.2957 1.40995 68.281 4.91099 2.32373 63.37 1.49156 0.878248 61.8784 0.657333 60.4938 59.3842 33.3324 31.2821 2.05037 26.0517 1.49183 1.2255 0.999105 11.5126 7.45102
internal_count=4633 1921 2712 116 71 1868 118 67 61 51 45 1750 283 53 1467 145 95 1322 89 1286 1244 905 723 182 339 158 150 146 165 87
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=31
num_cat=0
split_feature=1 1 4 1 2 3 3 0 0 1 0 0 3 2 2 2 1 0 0 0 1 1 0 2 1 1 2 1 4 3
split_gain=0.0342339 0.561967 0.439645 0.240224 0.175544 0.164223 0.26397 0.225544 0.178219 0.333602 0.137864 0.28475 0.213854 0.26962 0.235104 0.312098 0.166097 0.240123 0.512239 0.170889 1.17895 0.543854 0.418113 0.172653 0.21063 0.229388 0.217425 0.228682 0.174071 0.19286
threshold=71.053259929650025 71.504920895500007 36.558960102350007 70.74946416085001 -0.079369999999999996 -0.25843999999999995 -0.25215499999999996 95.44832900530001 92.168410086200012 71.830224329350003 93.972365491700018 93.843319501450011 0.091885000000000022 -0.099379999999999996 -0.043559999999999995 -0.14510999999999999 69.999384342500022 93.308316333500017 92.773313165550022 90.321439350550008 66.859265246100009 67.606656606400023 90.767723400200012 0.20852500000000004 65.571493801650021 66.439865777750015 0.13747000000000004 61.944763783650011 38.110427674550003 0.12672500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 10 -5 -3 -7 8 9 -8 11 16 14 -14 15 -12 17 18 19 23 22 -22 -21 24 26 -26 28 -28 29 -1
right_child=1 5 -4 4 -6 6 7 -9 -10 -11 12 -13 13 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.030022832255469437 0.058767444881393377 -0.076261949421110461 -0.095186505418025702 0.0071715607555818328 0.060416892870003541 0.083382532390122055 0.10490604407587474 0.00071359385551639383 -0.096513679607199365 -0.10780060581505083 -0.0047620003927580975 0.044861412642190734 0.059539009977886193 -0.023543723734120926 -0.0036485842834258903 -0.10711476263713267 -0.039821356989864651 0.041929089529539831 -0.074450120140381479 0.08942297827741022 -0.083706732593231858 0.0044519629614670287 0.020378363063262475 0.040681772797049938 -0.049484154366438521 0.011566146815091745 -0.002091562595549891 -0.081944838346468679 -0.00040776546376625108 -0.047097178538478196
leaf_weight=3.2220572210914606 0.22542914282530446 0.28158571849871705 1.046969443799753 1.3484485612179926 1.144918461650376 0.379237855529026 0.15578865075076365 32.38571880741506 0.43209558126454795 0.13999055669455629 0.48988938390539283 1.4549562862666778 0.65312312214518897 0.97175661459186791 1.1020042870295577 0.76022979969275184 1.0225773177153303 1.3906002476578567 0.91318763622257293 1.7890910119749599 1.1564251028903529 1.7720472847577182 1.72052964894101 1.0021714332069667 1.7814602876314887 0.94030714849941421 0.78950645989971124 0.65712552958211745 62.135748430386002 0.36055809259414662
leaf_count=239 12 112 191 32 19 22 3 1789 117 42 35 27 16 40 36 51 36 41 24 42 53 45 28 46 41 25 22 26 1413 8
internal_value=-2.52495e-05 -0.00267079 -0.0679107 0.00102148 0.0316211 -0.000212979 0.000426391 -0.000523676 -0.0555742 0.00423324 0.000135195 0.00101593 -0.0180482 0.00985152 -0.0373218 -0.0670054 0.000224973 0.000739227 7.14028e-06 0.000886438 0.0164856 -0.030361 0.0555751 -0.000530271 -0.00112125 -0.0283927 -1.61117e-05 -0.0383645 0.000828036 0.0222614
internal_weight=123.626 35.0468 1.2724 88.5787 2.49337 33.7744 33.4928 33.1136 0.727875 0.295779 86.0854 82.1083 3.977 1.62488 2.35212 1.25012 80.6534 79.6308 78.2402 77.327 6.43809 2.92847 3.50962 70.8889 69.8868 2.72177 67.165 1.44663 65.7184 3.58262
internal_count=4633 2288 203 2345 51 2085 1973 1951 162 45 2294 2116 178 56 122 86 2089 2053 2012 1988 168 98 70 1820 1774 66 1708 48 1660 247
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=31
num_cat=0
split_feature=2 3 4 2 2 3 3 3 0 0 0 2 3 2 0 2 1 1 4 3 4 4 0 1 3 2 2 2 1 2
split_gain=0.0341626 0.127176 0.161749 0.0648849 0.038876 0.115977 0.0912569 0.0836931 0.0416398 0.148945 0.146415 0.320527 0.147043 0.141905 0.118872 0.942346 0.334155 0.325205 0.264579 0.143955 0.128194 0.253295 0.117668 0.175334 0.265955 0.287391 0.12624 0.515369 0.64563 0.373648
threshold=0.63131000000000015 -0.17949499999999999 42.154118731400011 0.70691500000000018 0.27394500000000005 0.094595000000000026 0.076835000000000028 -0.25587999999999994 85.705356740550016 85.799452775150016 85.968825637350008 -0.08725999999999999 0.095830000000000012 -0.092084999999999986 85.431134011250023 -0.088039999999999993 61.917879202350001 61.907125369850007 43.968221017800005 0.08326500000000002 41.641174900500005 42.686561923500008 86.162394622750014 62.084563606450011 0.092015000000000027 -0.088274999999999992 -0.06828999999999999 -0.075639999999999999 65.509659264600018 -0.054875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 8 6 7 -6 14 13 11 -11 -13 -10 16 -16 17 -1 -18 -20 -17 -22 23 24 25 -12 27 -24 -29 -28
right_child=1 2 -4 -5 5 -7 -8 -9 9 10 22 12 -14 -15 15 20 18 -19 19 -21 21 -23 26 -25 -26 -27 29 28 -30 -31
leaf_value=0.0034102089290447275 0.088589072832727489 0.083771239228791164 -0.1029196854042977 -0.02210347858622419 0.073546921456455236 0.0017722265790844625 -0.10700669899680196 -0.071364453077368675 0.041842815146270321 0.016209112226922655 0.011573332362500655 -0.01525020109925658 -0.052170826161789433 0.005698012366681192 -0.11025819110978681 0.031053390415195017 -0.091032948707606406 0.089975291112527639 -0.044136835013739883 0.098599905646045094 -0.04132838886644441 0.039498017349344335 -0.00058869098992461006 0.047910446749722987 0.026547692414997177 -0.05604718556537535 0.033113792932555501 -0.098773224557209993 -0.0094832085505649217 0.00087960946898719451
leaf_weight=5.958620170293214 0.19986827671527863 0.1335320578318705 0.12479504283692222 0.10217562915295275 0.071285139165411238 0.91815638022001167 0.21407839212042745 0.090393972658602051 1.6243421025574205 2.2816653311019763 1.4598159554298034 2.7436483562923959 1.7776079890318213 3.2785411628428838 0.88913945021340657 1.2779552247375252 0.62977051950940666 0.46807365759741504 0.14503831483307295 0.13777635534643196 1.0368216708011457 0.61931590424865124 50.48027573172542 1.2190113440155981 2.934524160460569 1.1037148901959875 4.0304280440996072 1.2229963224381202 2.3968794491984227 33.369333343939054
leaf_count=533 11 31 20 14 16 41 44 36 20 33 26 31 24 37 67 13 225 6 8 59 20 32 2068 38 28 23 115 23 64 927
internal_value=-2.59159e-05 0.0246087 -0.010863 0.0378762 -0.000138717 -0.0173804 -0.0641795 -0.00747229 4.55272e-05 0.000636471 -0.00015888 -0.0143463 -0.0297662 0.0176729 -0.00577379 -0.0200716 0.00167435 0.00971498 -0.0549501 0.025399 0.00725827 -0.0111032 0.0008238 0.0135987 0.00599115 -0.0175403 -0.00011401 -0.00320233 -0.0396504 0.00435336
internal_weight=122.94 0.560371 0.360503 0.235708 122.379 1.29391 0.375758 0.161679 121.085 109.923 105.02 6.80292 4.52126 4.90288 11.1625 3.82323 7.33928 6.42669 0.912585 0.282815 2.93409 1.65614 98.217 6.71707 5.49806 2.56353 91.4999 54.1002 3.61988 37.3998
internal_count=4633 76 65 45 4557 137 96 52 4420 3457 3400 88 55 57 963 132 831 539 292 67 65 52 3312 115 77 49 3197 2155 87 1042
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=31
num_cat=0
split_feature=3 3 1 3 3 2 1 2 0 0 4 4 1 3 4 4 0 0 4 1 3 4 4 2 2 2 4 2 3 2
split_gain=0.0350889 0.445101 0.552935 0.37736 0.248735 0.200232 0.347334 0.157351 0.211858 0.32672 0.178972 0.394587 0.142866 0.176184 0.139342 0.253574 0.334301 0.34689 0.226941 0.290687 0.649056 0.124618 0.310841 0.333075 0.231442 0.480809 0.457888 0.363741 0.267436 0.210065
threshold=0.088145000000000015 0.088890000000000011 62.020040611300011 0.088075000000000028 0.088565000000000019 -0.095074999999999993 64.294476189700006 -0.24150999999999997 87.727077254650013 86.264556031700025 40.00488309970001 38.804629908750009 59.240174904450008 0.10487000000000003 43.735142172100005 43.930205408700004 85.823648898300021 97.32487278035002 42.91168285345001 62.009286778800011 0.10990500000000002 39.746231405950006 40.371455563000005 -0.059424999999999999 -0.057599999999999998 -0.11963999999999998 34.515670600900002 -0.14510999999999999 -0.08138999999999999 0.11873000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 -4 -7 8 9 -1 11 -10 13 -3 18 -16 -17 -18 -14 -20 -21 24 23 -23 25 27 -27 -9 -28 -24
right_child=1 12 4 -5 -6 6 -8 21 10 -11 -12 -13 14 -15 15 16 17 -19 19 20 -22 22 29 -25 -26 26 28 -29 -30 -31
leaf_value=-0.071632546453585369 -0.13144970690142763 -0.085935862702745364 0.03682248635764012 0.050506588016661302 -0.075237150846777276 -0.12699575082632183 0.0012062017824175893 -0.043832845120074841 -0.10530755749679965 0.069797221984492466 -0.1074354885870297 0.056657452206229912 0.0013874894096280047 0.028527453275653331 0.079397544640571555 0.10344789714606357 -0.084251753257643003 0.037834691265398034 0.017187979026361086 -0.11300540717224315 -0.0015498368559717763 -0.010478140127502134 0.0025760619828046187 0.056919768268031037 0.0014178654366290594 0.044208872473815199 -0.010847728108057314 0.060191497043884205 -0.10740211087426028 -0.040355516725434692
leaf_weight=0.27048373356001221 0.53052918265166171 0.4059913068995219 0.78940798185067285 1.5452470231803079 0.611094064329336 0.27371607039822243 0.92717144078596903 0.59442396485587778 0.29556565126688361 0.41235353602587566 0.42858525855262997 0.30629903681801807 55.359680225504277 0.20107237706542946 0.62817639305103412 0.25022358819842316 0.4937316012365045 0.44025953074083191 1.05214999790769 0.88072791704848929 1.2845439086304393 1.1227355758855995 39.818531379126398 2.1136413574831741 7.5160666075500995 0.33274522916622107 0.37483919937221788 0.77361283399704939 1.2222410690110335 1.1733080588974178
leaf_count=172 15 57 14 17 30 6 90 209 100 16 122 22 1281 12 13 3 39 43 15 64 19 34 1629 77 226 21 18 35 72 162
internal_value=-2.69699e-05 -0.00164116 -0.0384076 0.00174857 -0.0194325 -0.00229838 -0.0280146 0.000421067 -0.0294234 0.0137744 -0.0580489 -0.0228808 0.000246644 -0.0480232 0.000731875 0.0280404 0.00079752 -0.0267033 -0.000113057 -0.0259318 -0.0468846 0.00135003 0.00370283 0.0335387 -0.00827273 -0.0303583 -0.0625068 0.014992 -0.0847405 0.00134723
internal_weight=122.429 64.1285 3.13192 58.3007 2.60139 1.9903 1.20089 56.7554 1.71329 0.682837 1.03045 0.601865 60.9966 0.607064 60.3895 1.81239 1.18421 0.933991 58.5771 3.21742 2.16527 55.0421 44.2282 3.23638 10.8139 3.29786 1.92983 1.36804 1.59708 40.9918
internal_count=4633 1701 155 2932 140 110 96 2915 432 188 244 122 1546 69 1477 98 85 82 1379 98 83 2483 1902 111 581 355 111 244 90 1791
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=31
num_cat=0
split_feature=2 3 4 2 3 3 2 0 1 3 0 0 3 4 4 4 3 4 4 0 0 0 2 0 1 4 4 4 0 4
split_gain=0.0334782 0.115093 0.137958 0.0542482 0.0373365 0.139729 0.129808 0.0485056 0.290497 0.298275 0.283869 0.315452 0.114621 0.129676 0.113467 0.206115 0.173058 0.176278 0.113848 0.169036 0.266442 0.112824 0.113055 0.0851571 0.335491 0.379187 0.238122 0.217484 0.169197 0.802657
threshold=0.63131000000000015 -0.17949499999999999 42.154118731400011 0.70691500000000018 -0.55393499999999996 -0.57039999999999991 -0.23401999999999998 85.619326080400015 61.917879202350001 0.083745000000000028 85.431134011250023 85.121961326250016 0.11458500000000002 48.914776625700007 40.767054867700004 38.110427674550003 -0.23921499999999998 41.559097512700014 48.553014326500012 78.099708689550013 71.144667506050013 81.90387694410002 -0.25447999999999998 85.823648898300021 62.025417527550012 42.844429421150004 40.722669576350008 41.641174900500005 85.968825637350008 40.621691032550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 -1 8 10 -10 11 12 13 14 15 21 17 -16 19 20 -18 22 -6 24 26 -26 -9 -28 29 -25
right_child=1 2 -4 -5 7 -7 -8 23 9 -11 -12 -13 -14 -15 16 -17 18 -19 -20 -21 -22 -23 -24 28 25 -27 27 -29 -30 -31
leaf_value=0.053068767400838393 0.08728898333724773 0.079545846920085955 -0.10254114153307164 -0.019474645417267258 0.061502838194301482 0.06879219745988531 -0.10274990649768326 -0.033999054851533921 -0.0094250017168579919 -0.094490412189961487 -0.08216876953733443 0.046097697096962272 -0.074340125941585733 -0.048804866570568144 0.087233328152302642 -0.053725410569455449 0.06847551958395702 -0.10705095966686314 0.097380885568586623 0.058389167100123554 -0.10264053360562411 0.025191213894207427 -0.077370193594197709 0.024536767537514506 0.069073837661673007 -0.015369391522055629 0.029829126398444879 -0.01199277357344794 0.0003817545905657784 -0.055038600407707985
leaf_weight=0.094225127499157679 0.19007900287397206 0.1222384995990059 0.10892839210282546 0.10107433901885088 0.078330706644919701 0.31546593510029097 0.12358955111733394 1.7247271698433886 1.0010800803167397 0.70073606116238796 0.37656419657287177 1.5554240085184572 0.23404870746890072 0.52763874636730168 0.064656452916096341 0.72610906245245121 0.16099868106084636 0.16816126558092037 0.27678453223779798 0.57510656062368071 0.20927895054410328 1.1900529718986943 0.23297750256960981 2.3547854349017134 1.6272809330839666 0.78989484230987717 2.5112289860844612 2.4629514957632637 98.367646033727056 2.7454201672226191
leaf_count=23 11 31 20 14 14 17 32 16 186 174 12 23 23 38 5 45 84 65 7 42 39 13 92 20 22 36 17 43 3415 54
internal_value=-3.41914e-05 0.0252285 -0.0102771 0.0347279 -0.000143067 0.0262586 -0.0353438 -0.000259752 -0.00774487 -0.0444513 0.00205224 0.00733839 -0.00622713 -0.00244058 0.0042027 -0.00998423 0.0259218 -0.0530957 0.0409743 0.0244599 -0.0282384 0.0111705 -0.0424273 0.000277308 0.00954285 0.0414791 -0.00198076 0.00912113 -0.000539037 -0.0182983
internal_weight=121.717 0.52232 0.332241 0.223313 121.195 0.533281 0.217815 120.662 8.07795 1.70182 6.37613 5.99957 4.44414 4.2101 3.68246 2.22747 1.45499 0.232818 1.22217 0.945384 0.370278 1.50136 0.311308 112.584 9.11608 2.41718 6.69891 4.97418 103.468 5.10021
internal_count=4633 76 65 45 4557 72 55 4485 862 360 502 490 467 444 406 164 242 70 172 165 123 119 106 3623 134 58 76 60 3489 74
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=31
num_cat=0
split_feature=1 1 3 3 0 0 1 2 2 3 0 1 0 3 3 3 2 2 3 3 3 1 1 3 2 3 0 0 2 3
split_gain=0.0342833 0.217354 0.338929 0.187724 0.154335 0.3881 0.283855 0.211873 0.579355 0.381909 0.324577 0.429469 0.27894 0.640278 0.37086 0.397848 0.248763 0.384781 0.149577 0.210696 0.15273 0.181506 0.465706 0.517386 0.488988 0.393607 0.272218 0.218983 0.187706 0.600611
threshold=62.041548276350007 62.025417527550012 0.089045000000000027 0.25799500000000009 87.028078140750011 86.866770652900016 62.116825104000007 -0.059424999999999999 -0.036264999999999999 0.094595000000000026 86.264556031700025 62.084563606450011 85.990333302400003 0.091290000000000024 0.096480000000000024 0.080545000000000019 -0.08158 -0.077085000000000001 0.12001500000000002 0.11231500000000003 0.10487000000000003 62.009286778800011 61.987779113750001 0.10336500000000003 -0.071969999999999992 0.097645000000000023 86.904409066750006 86.09518316945001 1.0000000180025095e-35 -0.24665999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 18 5 7 -6 10 -9 -10 12 -12 14 -14 15 -2 -13 -18 19 20 21 22 23 25 -24 26 -1 28 29 -23
right_child=4 2 -4 -5 6 -7 -8 8 9 -11 11 16 13 -15 -16 -17 17 -19 -20 -21 -22 27 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029124857634387222 0.00287197138963146 0.082240812367186944 -0.0013627971927503534 0.039974531675139625 0.043626228546635205 -0.069255098060474293 0.0002527708301649609 -0.08682088916673919 -0.065441379816497988 0.029371861936179206 -0.049197806388903136 -0.010585704706861524 0.093624340527458549 -0.003878309323772615 0.028056262502880611 -0.090704064584358965 0.10738986469008083 0.0017230422239354619 -0.026226300878934586 0.039280137727705722 -0.02388329029244958 0.0078644085292074208 0.0089486298384753478 -0.1113481131041224 0.082336849695543265 0.032987012309054695 -0.062413236750356996 0.0075788173191525046 -0.0064046012997112118 -0.13349880737047001
leaf_weight=12.101378197831902 1.2030228131663516 0.85587966255843539 1.1187414769083259 1.1705130641348649 1.5443740300834168 1.0050777299329627 65.606885030489252 1.1259303580154667 0.59516482759136069 1.4844746993621809 2.4197672586888057 5.5187782224966213 1.239365164190531 1.4750925442203877 2.1254774897024618 0.7300753610625178 0.49556508474051941 1.1313799098134039 2.1557770806830368 1.3751075188629318 2.6007947176694861 0.57753360583683422 2.4008353743120101 0.42079747281968494 1.4600643632002164 3.0994704201584673 0.82107270322740156 1.8308157064020631 0.95893882960081089 0.62668208249669932
leaf_count=710 57 30 25 17 11 32 3036 18 57 35 19 37 32 11 41 106 57 10 37 23 29 7 45 8 15 40 21 23 4 40
internal_value=-3.00138e-05 0.00268738 0.0348743 0.000676069 -0.00107032 -0.00865368 0.00125029 -0.00553718 -0.0290435 0.00223759 -0.000925312 -0.0127855 0.0158247 0.0406394 -0.000771897 -0.032469 -0.000455108 0.033909 -0.000835613 0.00110036 -0.00085148 0.00161383 0.00544719 -0.00189164 0.0367016 0.000983114 -0.00669307 -0.0178733 -0.0394151 -0.065702
internal_weight=121.275 33.5744 1.97462 31.5998 87.7004 20.5492 67.1513 19.5441 3.20557 2.07964 16.3385 9.56549 6.77303 2.71446 4.05858 1.9331 7.14572 1.62694 30.4293 28.2735 26.8984 24.2976 20.3036 16.4427 3.8609 16.0219 12.9225 3.99397 2.16315 1.20422
internal_count=4633 1074 55 1019 3559 512 3047 480 110 92 370 123 247 43 204 163 104 67 1002 965 942 913 839 779 60 771 731 74 51 47
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=31
num_cat=0
split_feature=1 1 4 1 4 3 3 0 0 1 0 0 3 2 2 2 1 0 0 3 0 1 1 2 2 1 1 2 2 4
split_gain=0.0315389 0.486288 0.388071 0.196985 0.169867 0.140778 0.235825 0.189796 0.164919 0.293074 0.11715 0.229965 0.178683 0.227003 0.203425 0.302207 0.139272 0.197783 0.421741 0.191899 0.134326 1.03969 0.45719 0.409214 0.167494 0.157578 0.836313 0.261742 0.200054 0.179126
threshold=71.053259929650025 71.504920895500007 36.558960102350007 70.74946416085001 39.262923716450011 -0.25843999999999995 -0.25215499999999996 95.44832900530001 92.168410086200012 71.830224329350003 93.972365491700018 93.843319501450011 0.091885000000000022 -0.099379999999999996 -0.043559999999999995 -0.14510999999999999 69.999384342500022 93.308316333500017 92.773313165550022 0.088145000000000015 90.321439350550008 66.859265246100009 67.606656606400023 -0.051199999999999996 -0.040509999999999997 65.765062787050013 67.031326566450005 0.20852500000000004 0.13747000000000004 39.262923716450011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 10 -5 -3 -7 8 9 -8 11 16 14 -14 15 -12 17 18 20 -19 25 23 -23 -22 -24 27 -27 28 -1 -29
right_child=1 5 -4 4 -6 6 7 -9 -10 -11 12 -13 13 -15 -16 -17 -18 19 -20 -21 21 22 24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00039335103976319052 0.054354699425780501 -0.073723976189224202 -0.093372364469479274 -0.0064458172610920867 0.048495947069337714 0.081098971028450428 0.10423170168673426 0.0004342382984833861 -0.094639828222327915 -0.10684468124878239 -0.0029612240427632818 0.04117674506710043 0.055140998889266303 -0.021741334506984646 -0.0040174345330061256 -0.10647998127596899 -0.036689903976312069 0.077659462790848718 -0.069692942679596762 0.0025418016772050609 0.080007981174995885 -0.079365591575478234 0.033803988733964195 0.0077407989617370269 -0.027907846424983413 -0.11030520106709148 0.04372907225884072 0.096802912898680926 -0.038302504676796842 0.0056362541961601162
leaf_weight=65.265976056558884 0.2185343016317336 0.25945931039609504 0.95457989287751843 0.8739919628887941 1.5801234600658061 0.35666912907163251 0.1432834530423851 32.174537973026233 0.39534049246958602 0.12161169956061713 0.47824099391436925 1.4003167054397625 0.63586698716972023 0.96972149016801246 1.0977373908826842 0.68730046560813207 1.0052748630332633 0.65290643458138109 0.85617351609107473 0.70981020423641894 2.0878916792571549 1.1116257423564095 0.86858642537845299 1.2542566498741496 0.89092992234509416 0.70659745193552115 0.70332960865925997 0.46868617475047258 1.3639585576784146 0.39898915097501231
leaf_count=1685 12 112 191 17 34 22 3 1789 117 42 35 27 16 40 36 51 36 18 24 23 45 53 29 25 16 23 19 23 48 22
internal_value=-2.05799e-05 -0.00256927 -0.0658529 0.00100472 0.0289294 -0.000349925 0.000223644 -0.000654867 -0.0537291 0.00732786 0.000185118 0.00100958 -0.0168087 0.00870665 -0.0349095 -0.0640045 0.000291642 0.000772335 9.5076e-05 0.0385323 0.00089047 0.0149727 -0.0291616 0.0528872 0.00255624 -0.000379306 -0.0334666 0.000311839 -0.000398779 0.0548811
internal_weight=120.692 34.624 1.17311 86.0683 2.45412 33.4509 33.1914 32.8348 0.660236 0.264895 83.6142 79.7453 3.86887 1.60559 2.26328 1.16554 78.345 77.3397 75.977 1.36272 75.1208 6.21329 2.87114 3.34215 1.75952 68.9075 1.40993 67.4976 66.6299 0.867675
internal_count=4633 2288 203 2345 51 2085 1973 1951 162 45 2294 2116 178 56 122 86 2089 2053 2012 41 1988 168 98 70 45 1820 42 1778 1733 45
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=31
num_cat=0
split_feature=3 3 2 0 0 3 4 1 3 4 4 4 3 2 2 3 3 2 2 3 0 0 1 4 4 4 0 4 3 2
split_gain=0.0315814 0.108476 0.115859 0.0385126 0.233897 0.167665 0.136254 0.101551 0.242858 0.14693 0.161191 0.165252 0.235162 0.185234 0.127714 0.0962954 0.177519 0.258366 0.0829762 0.20403 0.142193 0.0717855 0.265673 0.295723 0.159914 0.176743 0.133799 0.617546 0.478134 0.213034
threshold=-0.55393499999999996 -0.57039999999999991 -0.23401999999999998 85.619326080400015 85.562868459650019 0.11360500000000003 39.955516828000007 61.917879202350001 0.083745000000000028 48.914776625700007 41.772405911750006 42.759119507950011 -0.23921499999999998 -0.23371499999999998 -0.55354000000000003 -0.08138999999999999 0.099855000000000027 -0.017745 -0.08725999999999999 0.08574500000000003 85.216057360850016 85.823648898300021 62.025417527550012 42.844429421150004 40.722669576350008 41.641174900500005 85.968825637350008 40.621691032550004 0.10876000000000002 -0.047144999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 9 -9 10 15 -12 -13 -14 -10 -2 17 -17 -15 20 -20 22 24 -24 -5 -26 27 -23 29 -29
right_child=3 -3 -4 21 -6 6 -8 8 14 -11 11 12 13 18 -16 16 -18 -19 19 -21 -22 26 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.050122745145286501 0.048710017885263468 0.061004152156780067 -0.10239359919431197 -0.0271780410608638 -0.10495634365654048 -0.0030681902930259452 -0.10487083437647415 0.0045986892268739393 0.054585338667546252 -0.044620068924228366 0.074240766855390494 -0.10661344093660559 0.094332748606882927 -0.040268653093928283 -0.10524965130923621 -0.085747334312900644 0.0076235207278480448 0.032890301433951101 0.045260018521560447 0.094220581181015381 -0.11627503848624839 0.021945741054129383 0.064143331975907145 -0.012194977222425706 0.027180697397608922 -0.010820557270888757 0.00041768810773157446 -0.11331907267719353 0.0039225984431131003 -0.041043683279820345
leaf_weight=0.091491132343435311 0.33510776353796279 0.31740387307126994 0.10932393251243866 1.7409986173734049 0.23598138122906664 0.24304838047828514 0.28638294324628077 0.95449822200811218 0.057353496842551976 0.517052342329407 0.67612974105713863 0.14585566636458125 0.30610406908453924 0.28666493167111085 0.38943744624475585 0.56082248478378494 2.1002431533997878 0.27288416017108741 0.10254652583398904 0.23060045067541068 0.11628994345664978 2.2888573333621016 1.5084856210742148 0.76470554200932372 2.438658494502306 2.4570229844248388 97.805553527692098 0.94181760144419968 1.0605882350355385 0.71927373186917998
leaf_count=23 110 18 32 16 36 17 30 165 3 38 50 52 37 25 144 53 26 26 40 10 3 20 22 36 17 43 3487 36 7 11
internal_value=-2.06123e-05 0.0246125 -0.0329073 -0.000127397 -0.00691312 -0.00386124 -0.0581358 0.000213681 -0.0238838 0.00618991 0.0113078 0.0347739 0.0123132 0.0289568 -0.084732 -0.00207382 -0.00787421 -0.0469155 0.00177059 0.0285845 -0.0405799 0.000347372 0.00895803 0.038463 -0.00114799 0.0081088 -0.000398813 -0.0163369 -0.0485315 -0.0820229
internal_weight=120.061 0.518219 0.200815 119.543 7.817 7.58102 0.529431 7.05159 1.40129 5.6503 5.13325 1.86419 1.18806 1.04221 0.446791 3.26906 2.93395 0.833707 0.736102 0.449437 0.218836 111.726 8.90987 2.27319 6.63668 4.89568 102.816 5.01054 2.72168 1.66109
internal_count=4633 73 55 4560 865 829 47 782 312 470 432 217 167 115 147 215 105 79 78 53 43 3695 134 58 76 60 3561 74 54 47
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=31
num_cat=0
split_feature=1 1 3 3 0 1 3 0 2 1 0 2 3 3 3 0 3 2 0 0 1 2 2 4 0 1 1 0 4 4
split_gain=0.0304768 0.17657 0.277867 0.149091 0.131481 0.259027 0.227871 0.223097 0.210309 0.201907 0.356101 0.198021 0.517179 0.192666 0.643204 0.216929 0.180018 0.171229 0.126381 0.325262 0.235821 0.175695 0.531438 0.39308 0.270672 0.343924 0.260443 0.235503 0.304911 0.480347
threshold=62.041548276350007 62.025417527550012 0.089045000000000027 0.25799500000000009 86.09518316945001 62.00390986255001 0.11360500000000003 86.135510041400025 -0.084259999999999988 61.987779113750001 85.931187223550012 1.0000000180025095e-35 -0.24665999999999999 0.10787500000000003 0.10385500000000002 85.799452775150016 0.088350000000000026 -0.040509999999999997 87.028078140750011 86.866770652900016 62.116825104000007 -0.059424999999999999 -0.040509999999999997 41.037275035300006 86.264556031700025 62.084563606450011 62.132955852800002 85.990333302400003 42.154118731400011 44.279556297950009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 9 -6 -9 10 13 12 -7 14 15 -1 -10 -18 19 21 -20 24 -23 -24 27 -26 -27 28 -2 -30
right_child=18 2 -4 -5 7 11 -8 8 16 -11 -12 -13 -14 -15 -16 -17 17 -19 20 -21 -22 22 23 -25 25 26 -28 -29 29 -31
leaf_value=0.00026861069265842564 0.01967407385549497 0.077848941543104858 -0.00018985901042061848 0.036406828490024315 0.03616718768239844 0.004631970074300773 -0.036837059140650684 -0.021293532792280096 0.026009677300047242 0.033196008714396152 -0.073503233267220136 -0.0047434855002453542 -0.12607551133209743 0.062544536709648269 -0.10624555218806275 0.051330329991870483 0.018058340612859949 -0.023528931110062892 0.040198856086061802 -0.064112497965831433 0.00018966230254353783 -0.11591468981879374 0.016760424496139795 -0.07059880895984838 -0.04399463349774077 0.012997143224124331 -0.02758200138983562 0.038019562389612648 -0.095232839354989232 0.023804667368142317
leaf_weight=8.7795773198162141 2.5499730384708061 0.78260663384571572 1.0941683325218035 1.1309846069198091 2.1862205825746051 0.56558048553233686 1.6349436457676336 3.0095133640570557 3.639287130907177 1.8688611232792016 0.66100292548799267 0.96918252855539311 0.65133991779657585 0.50296449255256526 0.54804542008787471 0.91910668532364148 1.8066487349569791 2.1903914534486839 1.5073814839124668 0.98065199051052232 64.976798951287435 0.55099275254178826 1.8436752778070506 0.71474523478855179 2.4387774653732759 4.7590411677956581 2.3689425631309859 2.6212659645825624 0.71706388425081946 0.64293691996135749
leaf_count=665 60 30 25 17 14 7 42 29 40 35 31 4 46 8 12 12 33 24 11 32 3036 13 36 61 19 80 24 43 67 77
internal_value=-2.33658e-05 0.00256587 0.032352 0.00076628 -0.000580373 -0.00632156 -0.00160964 0.00707061 0.00109536 0.00272746 -0.00226272 -0.0384683 -0.0653274 0.00211789 -0.000848178 0.00510753 0.00991893 -0.00473162 -0.00100742 -0.00793708 0.00109678 -0.00506899 -0.0268306 -0.0076451 -0.00086562 -0.0115796 -0.000489092 0.0148279 -0.000719895 -0.0389582
internal_weight=119.613 32.9404 1.87677 31.0637 29.9327 17.1006 14.9145 12.8321 10.6458 13.2796 11.4107 2.1861 1.21692 10.7497 10.2467 9.69868 7.63633 3.99704 86.6722 20.1881 66.4842 19.2074 3.10941 2.55842 16.098 9.56676 7.12798 6.53124 3.90997 1.36
internal_count=4633 1074 55 1019 1002 862 805 140 126 763 728 57 53 697 689 677 97 57 3559 512 3047 480 110 97 370 123 104 247 204 144
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=31
num_cat=0
split_feature=0 0 1 3 4 1 1 1 0 2 4 0 2 1 3 0 3 3 3 0 4 3 3 0 1 3 4 1 0 4
split_gain=0.0292122 0.715707 0.32134 0.643326 0.563717 0.18292 0.693384 0.284735 0.317809 0.222623 0.164816 0.157119 0.158408 0.159128 0.139851 0.283205 0.219135 0.330916 0.319034 0.563069 0.430011 0.281168 0.62765 0.397372 0.234898 0.456537 0.22708 0.295215 0.407917 0.310783
threshold=90.767723400200012 90.321439350550008 67.606656606400023 0.084805000000000019 39.852039223600009 65.765062787050013 66.52858489605002 67.606656606400023 89.237990724000014 0.20852500000000004 39.262923716450011 89.861713010250014 0.13747000000000004 61.944763783650011 0.092015000000000027 89.474575039450016 0.088145000000000015 0.088890000000000011 0.086555000000000021 89.057864029250013 41.681597818500002 0.083395000000000011 0.084065000000000015 87.261973998100004 61.93938686740001 0.08079500000000002 39.571921479100006 62.084563606450011 85.823648898300021 42.684965421050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 9 -7 -8 -9 11 -11 12 14 -14 15 16 18 -18 19 21 -20 23 -23 24 25 -1 -26 28 -28 -29
right_child=2 -3 -4 4 -6 6 7 8 -10 10 -12 -13 13 -15 -16 -17 17 -19 20 -21 -22 22 -24 -25 26 -27 27 29 -30 -31
leaf_value=0.0035301213295725643 0.02087794968481238 0.06102668622442961 0.00017059944636937612 -0.0065053655439772972 -0.12153320163789046 -0.11886710070217513 0.084122773820408392 -0.11340759716228113 0.057401807668056228 0.095419688545006959 0.0055650345300865467 -0.036688222524880749 -0.0033105951554193527 -0.07266697576234396 0.0061874121806400799 0.058672860391784099 -0.058081637750580555 -0.0075547608415778515 -0.024412835022808943 -0.10772262583093009 0.046932359750833291 -0.10214284189324735 -0.0083995632097175338 0.051670783947984515 0.039944090877394665 0.096497775713852693 0.00014155041915224075 -0.0092643963747610671 -0.059921362508275067 0.047760651291128456
leaf_weight=2.5195033195883627 1.2601376029488158 1.9496928856387956 46.213003304102841 0.73833739012479771 1.0072764433207337 0.58986309071769827 0.39685276057571173 0.23103763650806286 0.20610042577754939 0.42430781261646089 0.39340079225758018 1.1662550978362549 0.75705614725666126 0.58753820007768809 28.926677776154975 0.72269889619201322 1.7539106351323415 4.9669828610349214 1.2088039527152421 0.52269588923081656 2.8053829996788409 0.81914588162908231 5.5763793719161185 1.6011892321985204 0.91324521119639612 0.66833397623850022 2.1753533261799003 4.3336852190404898 2.3546620917040855 1.2261008927016517
leaf_count=419 45 53 2596 15 56 18 11 37 24 23 22 22 22 26 422 19 39 102 32 9 46 72 106 34 33 20 126 39 52 93
internal_value=-2.44241e-05 0.00129119 -0.00189009 -0.0335728 -0.0728802 -0.000425404 -0.0358898 0.0227982 -0.0328749 0.000334813 0.0521905 -0.000311517 0.000346847 -0.0336168 0.00107064 -0.00326122 -0.00459952 -0.0207405 -0.000540261 -0.00513384 0.025448 -0.00271706 -0.0204063 0.00444679 -0.000881594 0.0230209 -0.0078067 -0.0121287 -0.0310786 0.00331135
internal_weight=119.016 69.7969 49.2188 3.00575 1.74561 67.8472 1.42385 0.833991 0.437138 66.4233 0.817709 65.6056 64.4393 1.34459 63.0948 34.1681 33.4454 6.72089 26.7245 22.7103 4.01419 22.1876 6.39553 15.7921 14.1909 3.18784 11.003 10.0898 4.53002 5.55979
internal_count=4633 1921 2712 116 71 1868 90 72 61 1778 45 1733 1711 48 1663 1241 1222 141 1081 1003 78 994 178 816 782 439 343 310 178 132
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 3 3 3 4 4 1 2 3 2 2 1 0 3 2 3 2 1 3 0 2 4 4 2 4 2
split_gain=0.0389535 0.0551906 0.0704554 0.178799 0.0824681 0.236179 0.212111 0.182499 0.156344 0.266605 0.117233 0.0696818 0.23424 0.187436 0.31845 0.209257 0.446743 0.264044 0.277488 0.225665 0.156054 0.278898 0.1304 0.368563 0.11701 0.110843 0.19131 0.177969 0.175048 0.113685
threshold=-0.69416999999999995 -0.63026499999999996 -0.59614999999999996 78.27445846800002 -0.27494999999999997 0.10787500000000003 0.098085000000000019 0.094780000000000017 41.184662530950007 39.571921479100006 68.20618276945001 -0.16164499999999998 0.089505000000000015 -0.26416999999999996 -0.24150999999999997 72.04530097975001 93.72771580185001 -0.20885999999999996 -0.21563499999999999 0.08376500000000002 -0.15022499999999997 87.143681840350013 0.093745000000000023 87.727077254650013 -0.14831999999999998 40.767054867700004 43.521589032450009 -0.23265499999999997 48.109449608500007 -0.23381499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 9 -4 -11 12 13 -6 -15 16 19 -17 -19 25 21 -13 -14 -24 -22 27 -27 -16 -28 -30
right_child=1 2 4 -5 11 -7 -8 -9 -10 10 -12 20 22 14 15 17 -18 18 -20 -21 24 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=0.036750672753179843 -0.023956341592956051 -0.00023349242752757619 -0.10469924758081886 0.079682373184740821 0.091599992591141821 0.079635101741080266 -0.10477964316497677 0.03726929848298767 -0.1085792730158975 0.078720429021918281 -0.023784992860909532 -0.085285355230955373 0.082305784379486435 -0.078133043634740579 0.048185045165948709 0.081029849640091828 -0.11208703851900535 -0.10290978352516088 0.058644075297844794 0.10295420740083826 0.048196324778050657 0.023737444043562178 0.085915174592733859 -0.058392654089975821 -0.00031202411469663554 0.05933404738541162 -0.072023810336962965 -0.10591071740074216 -0.024709770471705979 0.029201749388940792
leaf_weight=0.28736881861914199 0.96276966171308132 0.97898723610796767 0.22483140949179758 0.39208667727780266 0.21741713170922583 0.20835600191094261 0.3326084550667473 0.440149509177445 0.24963046197353833 0.22919602354522794 0.21740269940073631 0.56994896139076345 0.60002372723829445 0.50998724813416618 0.11123032853720394 0.68976622771515395 0.36218486187863153 0.20496847390541006 0.22090233734434128 0.22004817133347376 0.49961337728382105 0.39884700586287636 0.3817761056125164 0.32993303087368986 105.8373538877466 0.51575279527605777 0.36088901475341106 0.22977201656431134 0.7061431803740561 0.87685969525773522
leaf_count=19 53 39 74 46 13 17 32 43 124 18 29 153 13 162 30 26 24 36 38 6 34 153 13 33 3123 21 42 138 30 51
internal_value=-2.20553e-05 -0.000111549 8.44699e-05 0.0226201 -0.000182478 -0.0208325 -0.0331909 -0.0156984 -0.0410102 -0.0158888 0.0288211 0.000162556 0.0101858 0.000702428 -0.0032434 0.00524668 -0.0071391 0.0428034 -0.0191106 0.00544428 -0.000448112 -0.0404014 0.0479672 0.0190172 -8.41126e-05 -0.00221712 0.0051903 -0.0556468 -0.0091751 0.00515299
internal_weight=118.367 118.079 117.117 1.37107 115.746 1.90217 1.69382 1.36121 0.921061 0.67143 0.446599 113.843 6.53765 5.22592 5.0085 4.49852 3.38288 1.11564 0.425871 3.0207 107.306 0.968796 1.31173 0.711709 106.337 2.80065 2.45964 0.341002 1.94389 1.583
internal_count=4633 4614 4561 85 4476 337 320 288 245 121 47 4139 676 617 604 442 342 100 74 318 3463 306 59 46 3157 312 144 168 123 81
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 0 4 3 3 0 0 0 3 1 0 3 0 1 2 3 1 4 1 2 2 0 4 3 3
split_gain=0.0323268 0.198321 0.26992 0.261912 0.305443 0.263436 0.273888 0.422796 0.239783 0.317075 0.539828 0.466681 0.370891 0.22737 0.19671 0.500068 0.271682 0.190414 0.163996 0.151641 0.122054 0.104498 0.143813 0.0971893 0.0901036 0.116428 0.10718 0.0894528 0.0894213 0.169833
threshold=97.886760529650019 78.537927364800012 78.895492296100016 99.524031531050014 100.69082235970002 80.538140213850014 103.37390357390002 40.94178426300001 0.11296500000000002 0.088755000000000014 98.51854819030001 99.647700605050019 101.61296349840002 0.08846500000000003 75.424692849750016 96.978061681550017 0.089835000000000012 96.978061681550017 74.927328095600004 1.0000000180025095e-35 -0.25420999999999999 77.621163142300006 36.016191615950007 72.209296925700016 -0.61402999999999996 -0.60414999999999985 101.11291028615001 37.232443001650005 0.076130000000000017 0.077990000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 8 -3 -4 -5 6 -6 -8 9 10 -2 -11 13 -12 17 20 -17 -1 23 -10 -16 22 -13 -19 -7 -26 -27 -28 -29 -30
right_child=1 2 3 4 5 24 7 -9 19 11 12 21 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=0.0006275399357524718 0.085671464953598647 0.078109981040571819 -0.10991480446314345 0.046271473873215896 -0.1046339569343062 -0.10168396879848361 0.081136888506665589 -0.10505584927142227 0.052845637305897281 -0.11328798476133113 -0.10289681603201917 -0.0049605618986893439 0.047459441717493688 -0.010309964902901501 0.055140227475301333 0.071965852187207122 0.012493654648460369 -0.025066481300967974 -0.0063505428594453159 -0.011537114108043683 -0.10510645911055093 0.011208171732359185 -0.081579187393792565 -0.081576917345663413 0.085594766381539344 -0.070714679521735088 -0.10132849466106371 0.025499591633567284 -0.10249582148468264 0.0016087439282378433
leaf_weight=94.093537687619914 0.52960233723570427 0.46888796511848241 0.21026727739081152 1.4001258098578535 0.50029029544020787 0.082808642088817552 0.28060485041214633 0.21570758541929536 0.63801581156440057 0.87164591841428807 0.61299292078729173 0.5060688419616779 0.42472884282597068 0.46753817051649094 0.055299933315837158 1.3029477638774554 1.8713422242435624 0.61371887540008108 1.958125014498364 0.85752029856666923 0.33831604826900641 0.58999863106873818 0.4748438962851651 0.60372899158392102 0.16775644724111405 0.20081505860435367 0.080838704011227835 1.5880031455153583 0.16109113749917003 5.754844545063861
leaf_count=2663 11 32 11 28 42 42 26 32 32 47 106 7 37 2 9 24 36 20 18 27 110 25 36 23 21 13 239 221 87 606
internal_value=-2.0895e-05 -0.0040433 0.00385574 0.000584448 0.00281148 -0.00392505 -0.0524194 0.000213698 -0.0187386 -0.0303184 -0.00116279 -0.0546075 -0.0317141 -0.0628351 0.000660629 0.023722 0.0369052 -0.000185278 -0.0242694 0.0159294 -0.0825931 -0.0220477 -0.0420504 -0.0530898 0.00208897 0.00316943 0.00139341 0.00330255 0.00442972 -0.00122603
internal_weight=117.922 17.085 11.112 10.6432 10.4329 9.03276 0.996603 0.496312 5.97296 4.47742 2.03486 2.44256 1.50526 1.08053 100.837 3.56791 3.17429 97.2691 3.17557 1.49554 0.393616 1.57091 0.980913 1.21745 8.03616 7.95335 7.78559 7.58478 7.50394 5.91594
internal_count=4633 1730 1400 1368 1357 1329 100 58 330 271 156 115 145 108 2903 179 60 2724 61 59 119 68 43 43 1229 1187 1166 1153 914 693
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=31
num_cat=0
split_feature=1 0 4 2 3 3 2 4 2 4 0 2 1 2 2 2 0 4 4 1 0 2 4 4 4 1 3 1 1 0
split_gain=0.0358892 0.229277 0.166538 0.202239 0.20109 0.211722 0.199925 0.160843 0.147674 0.122383 0.151255 0.226127 0.0883796 0.159766 0.442659 0.150866 0.119341 0.259506 0.388764 0.342868 0.293958 0.200674 0.184493 0.153233 0.202832 0.148156 0.656677 0.312817 0.40858 0.14631
threshold=81.339300736700025 100.69082235970002 44.749265482150008 -0.13509999999999997 0.086255000000000026 0.086375000000000021 0.20852500000000004 42.686561923500008 -0.61402999999999996 46.095286511800005 110.98492854115001 -0.088274999999999992 80.538140213850014 0.063030000000000017 -0.043559999999999995 -0.083004999999999982 98.230883170350012 42.455548714850003 40.300545846000013 72.62331947780001 101.91675926715001 -0.22573999999999997 40.00488309970001 41.404176814550006 41.976795488650005 76.279622535200005 0.082685000000000022 75.629015667650023 75.424692849750016 102.11570516885001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 7 -5 -6 -7 8 -3 -4 -11 -12 16 14 15 -14 25 18 19 -18 -21 -19 29 -20 -25 27 -27 28 -1 -22
right_child=1 2 9 4 5 6 -8 -9 -10 10 11 -13 13 -15 -16 -17 17 21 23 20 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00012976437445702326 -0.1083087463013217 -0.10160671174004077 0.074892424449407066 -0.09033020474784835 0.10389114274294919 -0.10229510109342971 -0.0023998376393009253 -0.10152445810179621 0.05167805784966404 0.037382839124073294 -0.10493026741402155 0.031988409433866577 0.040620467484649952 -0.0019579102358281914 0.10381070831091262 -0.025058147576082154 0.020107442076911727 0.00027499815265349031 0.031494678117165574 -0.095275430887517137 0.068036614717613145 -0.097408475276413956 0.10489022487589841 -0.053331504396177093 0.033693239726287495 -0.087346756212449 0.063880261236808247 -0.052351146258912754 0.054178252693546564 -0.10283803787703714
leaf_weight=97.931261317746817 0.2207628287769684 0.069534122302229662 0.34458770137644013 0.53450889385237621 0.13076015946717212 0.2834462452680242 0.68333741169902851 0.094893707661412918 0.65382581780096449 0.68138849464594364 0.23887101078162221 0.24366475908232144 0.62022341441843321 2.832200796896359 0.63850962044671078 0.80195481749251496 0.65137811610475127 0.32573446787864668 2.1724158573779282 1.0185352168828101 0.075937960678856942 0.59346321862903995 0.13066650927066803 0.60078692884417229 0.48325733712408692 0.36946882485335564 1.2885969177077639 1.1266967905976333 1.4051962711964723 0.14732464911276111
leaf_count=2739 20 37 13 240 6 242 41 79 255 109 62 67 26 28 9 27 6 38 48 121 4 124 1 28 19 84 51 21 33 55
internal_value=-2.64435e-05 -0.00912649 -0.00359561 -0.0196887 -0.0400309 -0.0155349 -0.0316876 0.0208851 0.0369433 0.0225447 0.00704675 -0.0357908 0.000309509 0.0134557 0.0346401 0.00358483 -0.000284309 -0.0137559 -0.00521959 -0.0396386 -0.0679943 -0.0627926 0.0105152 0.0161713 -0.0145366 0.000533515 0.0301822 4.41876e-05 0.000638467 -0.0447187
internal_weight=117.393 4.17958 3.95882 2.45031 1.63205 1.09754 0.966784 0.818254 0.72336 1.50851 1.16392 0.482536 113.214 4.89289 2.06069 1.42218 108.321 6.1995 5.2803 2.02384 1.37246 0.919198 0.353929 3.25646 1.08404 102.121 1.65807 100.463 99.3365 0.223263
internal_count=4633 1171 1151 900 529 289 283 371 292 251 238 129 3462 90 62 53 3372 444 282 187 181 162 60 95 47 2928 135 2793 2772 59
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=31
num_cat=0
split_feature=2 3 4 3 2 3 3 4 2 3 0 2 4 4 3 4 4 0 1 4 3 0 4 3 1 0 1 3 0 4
split_gain=0.0325978 0.107395 0.128497 0.0722365 0.0373874 0.0933274 0.166295 0.0390848 0.27256 0.14921 0.151906 0.212929 0.0499779 0.137753 0.152806 0.141613 0.11708 0.185934 0.102532 0.0893354 0.132611 0.100154 0.10662 0.224969 0.0799778 0.132202 0.180239 0.177964 0.0808537 0.0514661
threshold=0.63131000000000015 -0.17949499999999999 42.154118731400011 0.18642000000000006 0.27394500000000005 0.094595000000000026 -0.25587999999999994 34.424709467050008 -0.117885 0.096915000000000015 94.109476856350014 -0.11534 37.041406607950009 36.558960102350007 0.090465000000000031 36.257608591500009 36.016191615950007 91.109157582800023 69.545034918450014 37.765550062200006 0.10876000000000002 91.109157582800023 37.345948426100009 -0.067414999999999989 69.633754036750005 89.576736448400013 65.571493801650021 0.10487000000000003 96.631250582750013 38.751720283100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 6 -6 8 -1 10 -10 -12 13 15 18 16 24 -18 -15 20 21 -14 -23 -24 25 26 27 -9 -26 -21
right_child=1 2 -4 -5 5 -7 -8 12 9 -11 11 -13 19 14 -16 -17 17 -19 -20 29 -22 22 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.06643516598668528 0.086679719671329425 -0.018126328490697684 -0.10241126579127376 0.100285582453083 0.077689635711751831 -6.7092107284927633e-05 -0.09543029653324081 -0.03559485036423226 0.097635140739329759 -0.0098125345129383614 0.10347773383702391 -0.10187499134931229 0.041387396716622921 -0.11207962972666755 -0.0097757106530177527 0.048983224707039752 -0.10955226507068741 0.0060008875246980843 -0.026100499718620176 -0.0086373060481097011 0.069370222978183113 0.013575598123395944 0.039702225595080964 -0.11055194724831315 -0.039344394032266847 0.026084529688481392 -0.076791693906474723 0.082685601760686192 0.0079882756692622632 0.00051960125037560226
leaf_weight=0.30702632533859731 0.18181593925692141 0.1152587046667567 0.10148140396631788 0.093159666284918785 0.069168666748737451 0.87516765885459336 0.28050052143862447 0.29239494374633013 0.49596197625942184 0.38334775970474766 0.09547906368970871 0.10716868973190685 0.59299536905018557 0.33178181266248408 0.88659977723409611 0.51219652821760053 0.26745585686876427 0.2904971201751323 0.23833260835385772 6.5462932728528349 0.44094995441719209 0.73870561108242305 0.16723608257052547 0.24656497840396696 0.84516285444260553 1.7226655314443631 0.35324862599372864 0.22516121016815305 0.62984022278607199 98.39919301694556
leaf_count=176 11 26 20 19 16 41 80 35 21 44 1 61 32 20 38 32 27 31 31 205 13 37 10 32 20 23 5 13 58 3455
internal_value=-2.7596e-05 0.0256658 -0.0101306 0.0348019 -0.000136189 -0.0175152 -0.0611851 4.87237e-05 0.0167219 0.0403194 0.0678282 -0.00512146 -0.000154911 -0.00860376 -0.0357474 -0.000908999 -0.00643262 -0.0493897 -0.0761366 0.000365224 0.0203714 0.00799329 -0.00918886 -0.0498273 -0.000541453 0.0100322 -0.0217233 0.0158627 -0.0191329 -5.15886e-05
internal_weight=116.833 0.491716 0.3099 0.208418 116.341 1.22484 0.349669 115.116 1.38898 1.08196 0.69861 0.202648 113.727 6.59534 1.45671 5.13862 4.62643 0.557953 0.570114 107.132 2.18645 1.7455 1.15251 0.413801 4.06847 2.59347 0.870805 0.517556 1.475 104.945
internal_count=4633 76 65 45 4557 137 96 4420 303 127 83 62 4117 333 89 244 212 58 51 3784 124 111 79 42 154 76 53 48 78 3660
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=31
num_cat=0
split_feature=0 3 1 1 2 2 0 1 4 1 2 2 2 3 1 1 1 0 0 3 0 4 3 4 2 0 0 1 1 3
split_gain=0.0308882 0.0637961 0.0633456 0.101921 0.0549263 0.134129 0.053568 0.159676 0.171712 0.10962 0.111605 0.168689 0.126351 0.0806333 0.0371516 0.223775 0.287863 0.156087 0.420338 0.208022 0.146589 0.342176 0.143323 0.129957 0.207826 0.20604 0.160971 0.160113 0.196888 0.118679
threshold=113.1679565431 -0.15544999999999998 93.155074220050025 93.840631043300007 -0.045684999999999996 -0.16262999999999997 109.03310793845002 82.299080289250014 44.749265482150008 83.75622459600001 -0.15962499999999999 0.20852500000000004 -0.24023999999999998 -0.17949499999999999 76.279622535200005 75.629015667650023 75.499969677400017 97.139369169350019 97.789976036950009 0.08759500000000002 99.647700605050019 41.935569238650011 0.092895000000000019 38.621016321050007 0.11061500000000003 100.35207663525001 101.11291028615001 78.728807892050014 79.941302508900023 0.089965000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 5 -2 9 -8 13 14 12 -12 -11 -9 15 16 -1 19 -19 -16 21 -20 -17 24 -22 -25 -27 29 -29 -28
right_child=1 2 3 -5 -6 -7 7 8 -10 10 11 -13 -14 -15 17 22 -18 18 20 -21 23 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=-0.00020894549167992387 0.078346717822418255 -0.10305412080935772 0.10091261208467256 -0.10052728036206385 0.053827344811876503 -0.10443239486776937 -0.10330479007919419 0.023017642314160383 0.078246591243175984 -0.10108164255336359 -0.10212146947615629 0.047639397666019406 0.059683395065908508 -0.10140600728263854 -0.10392552096946819 -0.062186313859418786 0.065047428906237381 0.076182921869544118 -0.07316225885544074 0.078537365430752681 -0.087929858577827008 0.038152750723799422 -0.010746847648760476 0.051445078846393356 0.005465888493371986 -0.038572543825600034 0.067702515941698724 -0.063002521356051694 0.0076225091810413958 0.0035330151763083052
leaf_weight=99.551891856565874 0.066830051063789142 0.14731180471517191 0.050102181176498561 0.050367531297936807 0.13757414689359848 0.1005618645431241 0.083729276252141882 0.12018565469770692 0.44973180189845152 0.067918235903334789 0.34784252618055589 0.095962146388046676 0.17446820126133389 0.091919245454164411 0.26428883176322315 0.9138665515929455 0.68061085679801081 0.82480714900884677 0.73264015640142932 0.081828612368553877 0.36557840487421234 0.44320010183582781 1.3298970513715174 1.0625156633323039 0.68410670029152243 0.78092900456977066 0.73109901902353136 0.42708479048451398 5.2106287311853521 0.47577711567282677
leaf_count=2883 32 85 6 274 30 36 26 20 34 56 177 20 21 167 108 24 15 13 45 9 104 13 26 25 39 38 31 36 224 16
internal_value=-2.48148e-05 -0.0236079 -0.0612978 -7.33452e-05 0.00701471 -0.0314591 8.75674e-05 0.0268059 0.0432663 -8.52813e-05 -0.039935 -0.0697393 0.014636 -0.0309035 0.000153409 -0.000464997 0.000234166 0.00539748 0.00734902 -0.0607879 0.00214681 -0.0312052 -0.0316977 0.00617409 -0.0270615 0.0101896 0.00444119 0.00934882 0.00227231 0.0424055
internal_weight=116.545 0.552748 0.247782 0.10047 0.304966 0.167392 115.993 0.745566 0.661837 115.247 0.686191 0.443805 0.242386 0.212105 114.561 102.476 100.233 12.0845 11.7384 0.346117 10.9136 1.17584 2.24376 9.73772 1.04969 8.68803 7.62552 6.84459 5.63771 1.20688
internal_count=4633 463 365 280 98 68 4170 247 221 3923 274 197 77 187 3649 2948 2898 701 584 117 571 58 50 513 143 370 345 307 260 47
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=31
num_cat=0
split_feature=2 2 4 1 0 2 0 4 3 2 3 2 3 4 3 4 3 4 3 4 3 3 3 4 1 4 3 4 0 2
split_gain=0.0309331 0.201486 0.602465 0.647985 0.591625 0.439332 0.178467 0.216852 0.189804 0.657239 0.59676 0.794872 0.484832 0.450998 0.398618 0.344143 0.253553 0.249914 0.624417 0.333506 0.192076 0.276428 0.203779 0.292557 0.359003 0.18491 0.169509 0.168374 0.162229 0.208421
threshold=-0.06828999999999999 -0.053874999999999999 42.243697547450004 70.182199495350019 86.264556031700025 -0.057599999999999998 102.21786657775002 39.427119987250002 0.084365000000000009 -0.036264999999999999 0.075810000000000016 0.022350000000000005 0.096480000000000024 39.746231405950006 0.096480000000000024 41.772405911750006 0.10131500000000003 41.362929270750008 0.088565000000000019 42.759119507950011 0.086375000000000021 0.084995000000000029 0.08846500000000003 40.148327922700012 63.910026677050006 36.654713368950006 0.089705000000000021 38.911218973650008 92.168410086200012 -0.017745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 8 -8 10 12 15 13 -10 -12 17 25 -16 20 19 -19 21 -11 -22 24 -24 -3 -9 -27 29 -29
right_child=1 6 -4 5 -6 -7 7 26 9 14 11 -13 -14 -15 16 -17 -18 18 -20 -21 22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0013202481144241162 0.0069001475530374133 0.040894053591869949 -0.058765317155447597 -0.11227477925443684 0.083275704393861408 0.015722003556303165 -0.10128605011991505 0.013627680613263707 -0.019577205532616725 -0.0054047460081624926 0.025496103589469465 -0.0062296696380469193 -0.10282174410047409 0.094614540418220122 0.045149178914348255 -0.086810920226881194 0.0042347703098594104 -0.042139526766716853 -0.1134024589744104 0.061918266432279691 0.035946454138288828 -0.11109277544696175 0.015045857372885755 0.0050410193632113888 -0.10867919260499979 -0.042328622688893446 0.074681756584097023 -0.058714468093629492 0.025885462423916018 0.0168981027542046
leaf_weight=71.231577589472494 1.7999196096789081 0.65154063847148602 0.85748203769617237 0.45022119541681604 2.3234894992783666 0.66313937374070497 0.12242497977643951 1.2469900877840698 1.8091026658657932 0.62829074333422397 2.008566837641411 3.92389085204195 1.1408642401584073 1.7812059270945608 1.7693686948041421 0.63761660499767447 10.521984523627905 0.84471124223637184 0.86376756219624429 0.48475711590799619 1.2131412059097781 0.40829630528605776 0.39475663436314823 2.8572178508620709 0.5777695168799255 1.569671922479756 0.71575296411447187 0.78297514375299182 1.2173629328608511 0.68215347765180978
leaf_count=3030 22 27 30 53 41 9 162 207 21 7 14 80 34 48 38 149 196 37 66 30 34 45 17 34 32 32 57 14 20 47
internal_value=-2.4064e-05 0.00203005 0.0189354 0.0316583 0.0499368 -0.0360374 -0.000621542 0.0278382 -0.00223549 -0.00762983 0.00733394 0.0253179 -0.051771 0.057982 -0.00129766 -0.0177003 0.0101245 -0.0182684 -0.0472059 -0.00419748 -0.00782883 -0.0470337 0.000229897 -0.011084 -0.0584581 -0.00871398 0.0358923 -0.0163152 -0.00109334 -0.0235098
internal_weight=116.18 44.9484 6.09425 5.23677 4.12341 1.11336 38.8542 2.08517 36.769 23.514 13.255 7.71366 2.94997 3.78977 20.5641 5.54132 12.2914 8.27271 2.19324 1.32947 6.07947 1.03659 5.04289 3.82974 0.972526 4.9037 1.96274 4.25216 2.68249 1.46513
internal_count=4633 1603 155 125 63 62 1448 426 1022 591 431 142 55 62 536 289 234 302 133 67 169 52 117 83 49 140 264 113 81 61
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=31
num_cat=0
split_feature=1 0 4 2 3 3 2 4 2 4 0 2 0 3 4 2 0 1 0 0 3 3 0 3 2 2 0 1 3 1
split_gain=0.0306576 0.202416 0.124165 0.18498 0.181214 0.185911 0.170797 0.145891 0.12525 0.0975942 0.111512 0.186675 0.0843622 0.20154 0.0708624 0.0822885 0.108122 0.0589327 0.184096 0.126666 0.296597 0.201562 0.474488 0.292621 0.347555 0.220999 0.187254 0.140974 0.490241 0.218392
threshold=81.339300736700025 100.69082235970002 44.749265482150008 -0.13509999999999997 0.086255000000000026 0.086375000000000021 0.20852500000000004 42.686561923500008 -0.61402999999999996 46.095286511800005 110.98492854115001 -0.088274999999999992 102.21786657775002 -0.222165 50.189067467950004 -0.160525 110.27248713660002 79.728914316550018 100.69082235970002 98.230883170350012 0.083905000000000021 0.089850000000000027 101.61296349840002 0.10821500000000002 -0.0025899999999999999 -0.15022499999999997 99.403050915200012 76.279622535200005 0.082685000000000022 75.629015667650023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 3 7 -5 -6 -7 8 -3 -4 14 -12 -10 -14 -11 -16 -17 19 -19 27 -21 22 -22 24 25 -23 -25 29 -29 -1
right_child=1 2 9 4 5 6 -8 -9 12 10 11 -13 13 -15 15 16 -18 18 -20 20 21 23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.00057185826040181628 -0.10783243270609005 -0.10136612625276094 0.070615080070869238 -0.089115468589133606 0.10345281668300044 -0.10203583334982538 -0.0039292047391332116 -0.10139857619060566 0.081243519419050059 0.059606553478375207 -0.10401490016910418 0.02899746534845192 0.078291804527197181 -0.10100241535565885 0.084080000334277455 -0.10150886775757668 0.056651093574024217 0.045912847553401928 0.00098046895764653951 -0.075009525895156609 -0.025775816994616285 0.00065113432097940803 0.083854673946288066 0.054470129524515645 0.038463658660599385 -0.10728105229952201 -0.020395963732067507 -0.081619014984612048 0.060477588988602719 -0.044142093733622469
leaf_weight=98.389453607155133 0.19588244852275183 0.059553153624165134 0.30129861985187734 0.47702943602274661 0.1181629923157741 0.24118148172688336 0.67158079408233107 0.085288926478142457 0.36777033499674949 0.38450781250139676 0.19950398545324777 0.22395528842344004 0.15759303606228059 0.10411323752481394 0.069985991343855858 0.11716334752418334 0.06849162231083028 1.1520998101859721 4.372791984104424 0.72216654528983681 0.89881946452078387 0.24733882637065063 0.70400487183997029 0.56541568879038073 0.30840431698925441 0.81420181799330749 0.81657913155504502 0.30595377521967648 1.1761863303399875 1.1045871031674313
leaf_count=2772 20 37 13 240 6 242 41 79 12 28 62 67 33 210 8 65 8 25 141 161 27 25 23 23 19 50 46 79 50 21
internal_value=-2.13518e-05 -0.00880302 -0.00348436 -0.0177532 -0.0381539 -0.014573 -0.0298522 0.0219763 0.0372478 0.0203747 0.00614264 -0.0336685 0.0503617 0.00696412 0.0324778 -0.00832641 -0.0431607 0.000281114 0.0103502 -0.000243439 -0.0156561 -0.00581326 0.0223769 -0.0222322 -0.054984 -0.0821329 0.010234 0.000531485 0.031145 7.5442e-05
internal_weight=115.421 3.84306 3.64718 2.28227 1.50795 1.03093 0.912762 0.774319 0.68903 1.36491 1.06361 0.423459 0.629477 0.261706 0.640149 0.255641 0.185655 111.578 5.52489 106.053 5.07693 4.35476 1.60282 2.75194 1.36994 1.06154 1.38199 100.976 1.48214 99.494
internal_count=4633 1171 1151 900 529 289 283 371 292 251 238 129 255 243 109 81 73 3462 166 3296 374 213 50 163 94 75 69 2922 129 2793
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=31
num_cat=0
split_feature=0 0 3 0 3 0 1 4 4 2 0 2 1 4 4 1 0 3 3 4 0 0 0 3 0 1 0 3 0 1
split_gain=0.0276813 0.189529 0.0988505 0.264416 0.247014 0.102414 0.394503 0.192826 0.134558 0.204626 0.0983041 0.166475 0.118415 0.0953812 0.0863257 0.427704 0.368846 0.231497 0.618751 0.394233 0.760784 0.261282 0.477054 0.242056 0.198306 0.322012 0.316817 0.230634 0.179399 0.170028
threshold=85.732241321850012 85.769879735700016 0.10487000000000003 83.479313408550013 0.10336500000000003 85.431134011250023 61.944763783650011 41.909642283050012 45.044778924400006 -0.083004999999999982 84.546631286350006 -0.082275000000000001 61.885617704800005 34.969856643350006 43.157831852650006 61.885617704800005 86.264556031700025 0.086375000000000021 0.084565000000000015 43.663128814500006 90.321439350550008 91.625341543800019 95.746747857800017 0.077440000000000023 91.109157582800023 72.04530097975001 95.746747857800017 0.080110000000000028 100.69082235970002 65.907551067950024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 10 -7 -8 9 -9 13 12 -12 -1 -3 -16 -17 18 19 23 -21 -19 -23 -18 -22 -26 -27 -28 -24 -20
right_child=1 14 3 -5 -6 6 7 8 -10 -11 11 -13 -14 -15 15 16 17 21 29 20 24 22 28 -25 25 26 27 -29 -30 -31
leaf_value=-0.10187710594948295 0.034300936278550034 -0.0012494135355780147 0.042891455425705161 -0.06179423426459868 0.088162124231676631 -0.080392456972995935 0.018139517239441644 -0.10448870378775482 0.0042765854627112758 -0.00094874266890334767 0.084586228355251633 -0.0083082403862036833 0.018001078116128822 -0.0024958710225565796 -0.12079219549603377 0.055909640889737725 -0.0012918195573691285 0.034441357550252107 -0.14984948653555397 -0.12367429424776864 0.093426561186287838 -0.10716579377049017 0.050839058442884111 0.060105814578416787 -0.088872810180268366 0.07567843599683502 0.00019845591446466943 -0.10348994477547574 -0.037233725323072009 -0.054052198998063655
leaf_weight=0.099170482622409017 1.6321110222488631 87.016600475130474 0.33715475937060435 0.84843396033102181 0.29814602900296527 0.77760331103490887 2.0348376234760512 0.42559706472093251 0.62840475887060165 0.34608671906607891 0.50261750351637624 0.94831231332500454 0.56995898834429681 3.6865580816507304 0.25730950770230165 1.5186539811547834 1.1404019854890051 3.6948649269179441 0.30484380200505246 0.56871365776578375 0.21498875005636398 0.40894924938038446 0.67305086989654206 1.4695698928953786 0.41073029797189553 0.53235597401590018 2.5556912549845952 0.23417306656119752 0.35235855930432081 0.47235436694199961
leaf_count=96 18 2567 29 39 6 31 23 53 4 27 10 30 35 617 7 30 24 39 3 36 10 59 23 27 146 100 333 45 120 46
internal_value=-2.37829e-05 0.000493634 -0.00467747 -0.032024 -0.001535 -0.00420418 -0.0160743 -0.00151387 -0.0300774 -0.0580528 0.00440725 0.0222158 0.0492034 -0.00509925 -4.82461e-05 0.00700972 0.00926957 0.00383491 -0.00690145 0.00233836 -0.0155407 0.020379 -0.0158452 0.0332787 3.63242e-05 -0.00534222 0.00498477 -0.00850485 0.0205749 -0.0916272
internal_weight=114.961 103.458 11.5029 1.18559 10.3173 10.0191 4.21253 3.43493 1.40009 0.771684 5.80662 2.02089 1.07258 3.78573 101.826 14.809 14.5517 13.033 7.90382 7.12662 4.51665 5.12922 1.43436 2.60997 3.94794 3.73295 3.32222 2.78986 1.02541 0.777198
internal_count=4633 3633 1000 68 932 926 138 107 84 80 788 75 45 713 3615 1048 1041 1011 770 721 670 241 202 51 634 624 478 378 143 49
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 1 2 0 0 3 3 3 4 3 1 1 2 2 4 1 1 2 2 2 3 3 3 1 1 3
split_gain=0.0259309 0.191133 0.307594 0.443988 0.251727 0.248312 0.192584 0.163713 0.398427 0.190855 0.552509 0.230346 0.170649 0.215301 0.163824 0.549355 0.242944 0.222671 0.326429 0.214565 0.204121 0.405109 0.139616 0.194358 0.16823 0.122866 0.780275 0.364615 0.344979 0.191428
threshold=-0.093604999999999994 62.00390986255001 61.885617704800005 85.823648898300021 85.732241321850012 62.041548276350007 -0.10771499999999999 86.264556031700025 86.393602021950016 0.083555000000000032 0.084365000000000009 0.082500000000000018 37.232443001650005 -0.25420999999999999 71.322105742700003 72.327589083450007 -0.14510999999999999 -0.59496499999999986 40.890797847750008 83.116371560950014 68.20618276945001 -0.122095 -0.102645 -0.23168999999999998 0.080375000000000016 0.083395000000000011 0.083905000000000021 61.93938686740001 61.546871980350012 0.082535000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -3 -1 22 -9 11 -11 12 13 -10 20 -16 17 18 -17 -19 -12 -22 23 24 -7 27 -27 28 -2 -29
right_child=25 5 3 -5 -6 7 -8 8 9 10 14 -13 -14 -15 15 16 -18 19 -20 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.01034460032725344 -0.06774346058121776 0.051579482052239861 -0.10516220792281117 -0.11526859702933659 0.024998138358496971 -0.067005238038079687 -0.038175794109018113 -0.080279349801567132 0.020093214580486442 0.092968388967415799 0.0019938428320424007 -0.083838203629457556 -0.0014265886819088596 -0.10975256153037216 -0.080996856023896252 -0.074286815164973083 0.025608308113130376 -0.10424842259999259 0.045829513974860181 0.044457372781549168 0.061559566487113151 -0.0014708991309615787 0.0016579165349001859 0.077420027934428856 0.048411916006510576 -0.082925628080112668 -0.0018290627768263819 -0.0014715160224756409 0.077140501374141843 0.026620534840367856
leaf_weight=3.4857379839720006 0.19234900993160664 1.1297256254492847 0.19336000113253227 0.65191408232203685 0.64164573699235916 0.21614907278126338 1.068876784294843 0.58443285198882478 0.20700037651772618 0.74814509798671025 7.789504468149973 0.40389010230774136 6.2332781363886625 0.33333892609062132 0.89670920817297783 0.34691471865335544 2.4111298819201861 0.46817782640846395 0.65046082049957477 0.12239602914678471 2.0113767424845719 2.0682008787989616 1.1188758548232751 0.88772236312354402 0.30377112150745234 1.2128807983272043 54.406469700924873 19.699655266029826 1.1287368806079028 2.7663464115116758
leaf_count=330 134 39 111 31 3 22 19 8 27 18 117 86 697 77 78 36 97 90 28 84 43 33 32 41 67 29 1510 680 20 46
internal_value=-2.58289e-05 0.00224298 -0.0139346 -0.0534255 -0.00514274 0.00562124 -0.00104216 0.00375371 0.00132753 0.00325919 0.00888769 -0.0104743 -0.00609982 -0.0600095 0.00513553 -0.0102562 0.00560596 -0.0247654 0.00404974 -0.0734292 0.0114843 0.0296054 0.0280249 0.048983 0.000428954 -0.00102507 -0.00359752 0.00498986 0.0560455 0.00198759
internal_weight=114.379 34.9727 6.04153 1.48692 0.835006 28.9312 4.55461 27.8015 25.275 24.6905 17.513 7.17751 6.77362 0.540339 16.7649 4.89579 3.99908 1.58795 0.997376 0.590574 11.8691 4.07958 2.52652 1.40764 0.51992 79.4064 55.6194 23.7871 1.32109 22.466
internal_count=4633 2214 494 145 114 1720 349 1681 1519 1511 624 887 801 104 606 413 335 238 64 174 193 76 162 130 89 2419 1539 880 154 726
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=31
num_cat=0
split_feature=4 0 4 1 1 1 2 3 0 1 0 1 3 0 1 2 2 1 2 3 2 3 1 0 0 0 2 2 1 4
split_gain=0.0339309 0.115967 0.406919 0.504656 0.143601 0.457671 0.287434 0.197396 0.482274 0.345894 0.149522 0.5361 0.130422 0.156851 0.125461 0.12074 0.647068 0.624198 0.277308 0.254648 0.761002 0.330105 0.391616 0.311352 0.279116 0.198843 0.415832 0.435152 0.196804 0.193146
threshold=42.154118731400011 86.393602021950016 42.686561923500008 61.923256118600001 62.116825104000007 62.186725015400008 -0.097799999999999984 0.082025000000000028 78.252950803000019 62.057679025150001 86.103248543850015 61.993156030000002 -0.25420999999999999 86.474255765850003 64.953148431650007 -0.083834999999999993 -0.08725999999999999 62.245871094250013 -0.080234999999999987 0.088145000000000015 -0.160525 0.086555000000000021 62.425997789000007 96.082805124100005 95.988709089550014 87.727077254650013 -0.064729999999999996 -0.078549999999999995 72.327589083450007 42.527280425250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 14 8 -4 10 11 -9 -3 -14 -7 16 17 -15 -17 21 -21 22 -19 24 29 26 27 -20 -25 -24
right_child=1 12 4 -5 5 6 -8 9 -10 -11 -12 -13 13 15 -16 18 -18 19 25 20 -22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0011197375812429457 0.049987884231452832 -0.065283078057969027 0.0061649275657116032 -0.087295275077072118 -0.12798151831846999 0.096449280448114239 -0.10803737974179795 0.0081850266351878118 -0.10719664461968292 0.074142357340958781 0.019888555809669195 -0.11278123233284079 0.03628405443613205 -0.11784651555922626 0.0015800309881524065 -0.043794099115006868 0.067686019352906926 -0.13135090375960687 -0.0082842835858290068 0.025562178240508843 -0.11339833077398816 0.057826989856258421 -0.075333308699522566 -0.11355081129155845 0.11001322602672692 -0.0063879909216187358 -0.043785449534848211 0.10710550003973923 -0.0096014734690206705 0.028476063426818445
leaf_weight=79.160222562487462 0.34030489091560312 0.29337068046879977 1.3353595806820502 1.2562624328329546 0.36510387639282249 0.24619124943274073 0.16269460352623355 1.7868193199356031 0.52198193353251543 0.77019255726918334 2.2400694824755192 0.46086240833392356 1.2511261159452285 0.44570080051198768 0.32135539613955189 1.7112091081871756 1.5498355678282703 0.21328384429216374 0.56049388647079457 0.96318735915019715 0.66701002641548235 1.3036749837974637 0.20037540234625373 0.19912077339722634 0.39396604569628824 9.9620678420144468 0.55656354711390577 0.78390341438353051 2.1349575347549035 1.6984429254939639
leaf_count=2609 31 40 175 83 17 64 32 72 58 19 11 30 18 9 14 57 23 2 4 64 51 41 9 35 3 413 11 59 351 228
internal_value=-2.315e-05 -0.00263073 -0.0118407 -0.0580337 -0.00285838 -0.0365647 0.00914167 0.00233046 -0.0256939 0.0122299 0.00160443 -0.0166178 0.000998433 0.00178905 0.0427326 -5.97374e-05 0.00841761 -0.00275751 -0.00616099 0.00384079 -0.0312948 0.0131636 0.00113373 0.00724085 0.0334142 -0.00073252 0.0289052 0.0589982 -0.0184694 0.0175214
internal_weight=113.856 34.6955 9.8072 1.59657 8.21063 1.09535 0.730241 7.11529 1.85734 5.25794 4.48775 2.24768 24.8883 24.5949 0.567547 23.3438 9.76956 8.21972 13.5742 7.77402 1.6302 6.14382 4.84015 4.62686 2.29278 11.863 1.90096 1.3444 2.33408 1.89882
internal_count=4633 2024 606 114 492 127 110 365 233 132 113 102 1418 1378 78 1360 816 793 544 784 115 669 628 626 240 487 74 63 386 237
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=31
num_cat=0
split_feature=2 2 4 4 4 4 1 0 4 3 2 3 2 3 4 3 4 3 2 0 4 2 3 4 2 0 4 4 2 2
split_gain=0.0338122 0.168599 0.498618 0.596331 0.761482 0.699025 0.350551 0.159538 0.203071 0.159952 0.514287 0.481292 0.674348 0.459642 0.445156 0.323605 0.274993 0.222573 0.214072 0.333819 0.295609 0.228489 0.329032 0.155203 0.145196 0.401466 0.65219 0.219807 0.214547 0.301126
threshold=-0.06828999999999999 -0.053874999999999999 42.243697547450004 41.16018805045001 39.746231405950006 40.21994457600001 70.182199495350019 102.21786657775002 40.806664626150003 0.084365000000000009 -0.036264999999999999 0.075810000000000016 0.022350000000000005 0.096480000000000024 39.746231405950006 0.096480000000000024 41.772405911750006 0.10131500000000003 0.04932000000000001 86.904409066750006 40.21994457600001 0.15684000000000003 0.091510000000000022 36.654713368950006 -0.075639999999999999 86.036037090600004 39.354247760400007 38.804629908750009 -0.076544999999999988 -0.077085000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 3 4 6 -6 -2 9 -9 11 13 16 14 -11 -13 18 23 -17 19 -12 -21 -20 -23 -3 28 -26 27 -27 29 -1
right_child=1 7 -4 -5 5 -7 -8 8 -10 10 15 12 -14 -15 -16 17 -18 -19 21 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-5.2017533431063976e-05 0.079092810638282843 0.038248697948637174 -0.054752174830046463 0.082961786307896537 -0.12477863931989563 0.01248921223883343 -0.0086667311315245365 -0.012394326153024614 0.053056894392128309 -0.015733358375825294 -0.0090503693519020795 0.022770218457857205 -0.0051025830268069863 -0.098067647014576209 0.093586840638419669 0.042563576406760596 -0.080234673500788584 0.0036982098507672822 0.011032199563269236 -0.0080145221314763312 -0.10224044059305606 -0.085181652874748479 0.02632043401033108 -0.014683585026362668 0.0078679549050600633 -0.026162289317161663 -0.077307501940407336 0.051319862504935435 0.03993578149365333 -0.075111777080523578
leaf_weight=60.293833479725123 1.2857826398685568 0.63770879479124953 0.80995849581813661 1.4844809651840476 0.6466320091858504 0.87027748371474445 0.70457064606853226 0.78134206501479653 1.20526903835389 1.8418012341790011 2.0956808565788436 1.956578172859736 3.9272193471097125 1.0730979095897053 1.6247639412104034 1.7154290239050158 0.58628531548367835 10.447639173245987 3.3435013462003553 0.49922369304113068 0.99964013881981373 0.67313899970895341 0.43611078222602373 4.2167956979610608 3.715813759903539 0.7667022744901717 1.9611722839217689 0.70078937709331512 1.3264803388592543 0.53926380048505862
leaf_count=2876 25 27 30 18 29 20 33 205 221 21 57 14 80 34 48 38 149 196 61 12 60 86 26 113 26 39 47 2 16 24
internal_value=-2.64983e-05 0.00214624 0.018026 0.0298349 0.00734848 -0.0460257 0.0480266 -0.000274318 0.0273147 -0.00179363 -0.00677645 0.00710481 0.0235157 -0.0460441 0.0548979 -0.00111296 -0.0155431 0.00917962 -0.0166697 -0.0348226 -0.0708568 -0.00201545 -0.0413437 -0.00773017 -0.00140164 -0.0149027 -0.0395803 0.0108387 0.00015014 -0.000717396
internal_weight=113.167 43.8629 5.8017 4.99174 3.50726 1.51691 1.99035 38.0612 1.98661 36.0746 23.1253 12.9494 7.50856 2.9149 3.58134 20.2104 5.44079 12.1631 8.0473 3.59454 1.49886 4.45275 1.10925 4.8545 69.3041 7.14448 3.42866 1.46749 62.1596 60.8331
internal_count=4633 1603 155 125 107 49 58 1448 426 1022 591 431 142 55 62 536 289 234 302 129 72 173 112 140 3030 114 88 41 2916 2900
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=31
num_cat=0
split_feature=0 0 3 1 1 3 2 2 4 0 3 2 4 4 0 3 3 0 4 2 3 4 3 0 4 2 4 4 0 2
split_gain=0.0288203 0.198081 0.225482 0.135881 0.237521 0.168701 0.113795 0.102362 0.099301 0.0670597 0.131264 0.114345 0.081271 0.0731232 0.10815 0.0652199 0.059487 0.122522 0.0544047 0.0674763 0.0834203 0.137869 0.104493 0.0526142 0.332437 0.230034 0.222603 0.174171 0.0805118 0.225215
threshold=85.619326080400015 85.431134011250023 -0.25420999999999999 61.917879202350001 61.907125369850007 0.083745000000000028 -0.237895 -0.55354000000000003 35.119813570500007 85.121961326250016 0.10336500000000003 -0.23557500000000001 38.060777288450005 37.892416320650007 82.250688042950017 -0.55393499999999996 0.10336500000000003 83.479313408550013 48.914776625700007 -0.13509999999999997 0.10176000000000003 40.767054867700004 0.070640000000000022 85.799452775150016 41.976795488650005 -0.084259999999999988 41.16018805045001 44.026978245600006 85.968825637350008 -0.08725999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 6 -5 -7 16 10 11 12 -10 14 -13 -15 17 -1 19 -17 21 -21 -23 24 26 27 -2 -26 29 -25
right_child=23 2 -4 5 -6 7 -8 -9 9 -11 -12 13 -14 15 -16 18 -18 -19 -20 20 -22 22 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.10165430761140266 -0.0021495952634823451 0.0027147356599029858 -0.088733163328027845 -0.10871415263342231 0.085817953741987807 0.051543491343849307 0.036757944283479491 -0.10534290158590294 0.03055282843841341 0.020979314259573782 -0.059043466834465458 -0.10551003728741898 -0.10427186110028593 0.053256780781620466 0.02719041622090955 0.031548233399260266 0.10095283973167063 0.10111545748201747 -0.030757252695026261 -0.074632036413503217 0.014808009381417672 -0.1059348133362478 0.041462599550043375 0.016169448095752461 -0.10735619776171015 0.0037734065053302485 0.042009266000146379 -0.017469802852859543 0.00056404738439985919 -0.024426620954589237
leaf_weight=0.055727951457298697 1.9549095632974047 0.51040135917719454 0.57156503467558628 0.066012899769702926 0.34856587817193929 0.04748248215764761 0.29000597480580825 0.33500399348031351 0.06022810004651491 0.9847466368228196 0.45001147199945979 0.14472860126989084 0.17351389111536264 0.27623177823238654 0.10669129062443972 0.82037466572728668 0.15239993401337415 0.064047545194625854 0.42276908628991794 0.34666660171933461 1.0099586784490382 0.058358402350506822 0.27350240447412943 2.0275209061219357 0.44572077377233688 1.2027693118870955 2.7437088266015053 0.41748353705042973 91.836248849666561 4.1919810310937455
leaf_count=68 20 3 70 29 6 2 129 143 2 15 22 47 88 24 4 54 14 3 35 13 9 98 42 33 27 27 27 16 3505 58
internal_value=-2.35089e-05 -0.00598274 -0.045594 0.000623989 0.00581145 -0.0397552 0.00978456 -0.0858668 0.000647046 -0.00247717 -0.00805248 -0.001839 -0.0695317 0.00273496 -0.0491979 0.00680527 0.0595073 0.00677276 0.00242839 0.00802051 -0.00341076 -0.0305286 0.0155425 0.000406803 0.00893671 -0.0244948 0.0236365 -0.0638832 -0.000181652 -0.0111925
internal_weight=112.389 7.56899 1.08197 6.48703 5.74852 0.738505 0.356019 0.382486 5.39996 5.12778 4.14303 3.69302 0.233742 3.45928 0.25142 3.20786 0.272175 0.119775 2.93163 2.50886 1.68849 0.678527 0.331861 104.82 6.76459 2.06597 4.69862 0.863204 98.0558 6.2195
internal_count=4633 920 73 847 544 303 158 145 538 453 438 416 90 326 51 275 85 71 251 216 162 153 140 3713 117 70 47 43 3596 91
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=31
num_cat=0
split_feature=2 0 4 1 0 0 0 4 2 1 3 4 2 2 0 0 4 3 4 4 4 1 0 0 4 3 0 3 3 0
split_gain=0.0295153 0.157567 0.458344 0.530909 0.432865 0.395255 0.384938 0.3444 0.296314 0.585882 0.791446 0.266546 0.186505 0.172888 0.140416 0.120044 0.181393 0.147831 0.139869 0.124306 0.424432 0.184452 0.464193 0.336734 0.308463 0.36521 0.265324 0.195995 0.427997 0.288309
threshold=-0.06828999999999999 85.968825637350008 39.476991512000005 61.987779113750001 86.036037090600004 86.103248543850015 85.307464937250003 37.892416320650007 -0.054875 62.084563606450011 0.087475000000000011 40.722669576350008 -1.0000000180025095e-35 -0.047144999999999999 67.058211147750015 102.21786657775002 39.427119987250002 0.089705000000000021 42.409092016550012 42.580420142950011 42.759119507950011 63.910026677050006 88.122280599850015 92.168410086200012 41.444941515100005 0.096480000000000024 90.767723400200012 0.079745000000000024 0.075810000000000016 93.72771580185001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 6 -3 -6 12 -2 9 -7 -11 -5 -4 -13 -14 19 -17 18 -18 21 -21 22 24 26 25 -10 -23 28 -25 -29
right_child=1 4 3 11 5 8 -8 -9 15 10 -12 13 14 -15 -16 16 17 -19 -20 20 -22 23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=-0.0013101224107277439 -0.0092343522417921275 0.084936028890150173 0.072720472167529082 -0.051463067226029217 -0.11749750824790817 0.10473004032483352 -0.10936948405458816 0.090917479229869952 -0.012584374790783443 -0.062903044408063394 0.051201673829707764 0.070965103785936332 0.099969684697941943 -0.00037292025976162269 -0.10284029892820477 -0.10115969580368758 -0.023343004199906411 0.071040053871400929 0.044706760265675882 -0.077044205946385974 -0.0015345469639083615 -0.017346401201139616 0.062427823473524852 -0.00040117971219791196 -0.036426941267889139 0.040263895184214769 -0.090409342858630184 -0.062840918200769869 0.062765003805280439 -0.0011967271998016274
leaf_weight=68.867136869514113 0.77017893662923487 0.65420090220868488 0.20191322811569978 0.77350769052282009 0.27077626905520347 0.83310768380761091 1.0890069481647513 0.61956880870275199 2.55370807787404 0.9737417830001508 1.6178387403479062 0.46962427866310474 0.042823798125028123 1.2281527820753122 0.16831293250481849 0.1078384464459522 0.58707134202768407 0.64204785243782669 0.62211341051079216 0.90369716144050372 4.2228376667881093 1.76075086508354 1.6238291496410964 3.7693694545014287 1.5409619815181939 2.6798116341233253 0.69251483789412294 0.82503874992835236 1.4993715599703135 9.43688110358198
leaf_count=3030 39 6 24 9 8 13 36 14 40 31 72 11 4 64 134 162 68 57 139 25 152 51 35 76 24 30 35 31 17 196
internal_value=-2.49538e-05 0.00202471 -0.0140161 -0.0313055 0.00429955 0.00288007 -0.0781922 0.0354147 0.00376359 0.0317799 0.00832879 -0.00280751 0.00400667 0.01936 -0.0617054 0.000896751 0.0249153 0.0322595 0.0116679 -0.000596613 -0.0148453 0.00217215 0.0144079 -0.00354184 0.00289768 0.0144765 -0.0379708 0.00189665 0.0175746 -0.0061528
internal_weight=112.048 43.1806 5.36309 3.97334 37.8175 37.1633 1.50206 1.38975 36.8925 3.42469 2.59158 2.47128 0.41305 1.69778 0.211137 33.4678 1.95907 1.85123 1.20918 31.5088 5.12653 26.3822 8.39831 17.9839 6.77448 5.23352 2.45327 15.5307 5.26874 10.2619
internal_count=4633 1603 335 282 1268 1262 198 53 1254 116 103 84 162 75 138 1138 426 264 207 712 177 535 129 406 94 70 86 320 93 227
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=31
num_cat=0
split_feature=3 3 3 4 2 4 1 2 2 2 4 1 2 2 2 4 0 0 0 3 4 2 1 3 4 1 1 3 3 0
split_gain=0.0321341 0.186266 0.180861 0.148357 0.13175 0.488594 0.225845 0.115564 0.11155 0.272278 0.168084 0.126942 0.179085 0.164851 0.286873 0.103491 0.149032 0.0993336 0.130608 0.0965898 0.251553 0.109481 0.140562 0.0813868 0.076233 0.13363 0.145621 0.0991642 0.148438 0.1041
threshold=-0.10696499999999999 -0.12193999999999999 -0.086715 40.250747516500006 -0.038374999999999999 38.474425342400004 75.085947125300024 -0.24023999999999998 0.034600000000000013 0.2758500000000001 36.016191615950007 71.658163008950012 -0.033594999999999993 -0.047144999999999999 -0.071969999999999992 38.911218973650008 90.189704902150012 101.11291028615001 104.61328277200001 -0.27450499999999994 41.243661560350013 -0.16533 68.327163385350005 -0.098985000000000004 48.823707093150006 72.327589083450007 81.339300736700025 0.078385000000000024 0.074735000000000024 107.99805155820002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 15 6 -6 23 -1 11 10 -10 12 13 14 19 16 -3 -13 -19 -9 21 22 -21 -2 -4 -26 -27 28 -28 -29
right_child=2 3 24 -5 5 -7 -8 8 9 -11 -12 17 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=-0.062793686810801955 -0.019579395053698309 0.091770831322059113 -0.00033219271492076596 -0.017928255577460261 0.022011927117172245 -0.14411815744633011 0.023685181793027404 0.01869239382473593 0.054074640122329848 0.042621078543529728 -0.10065848353360447 0.055558202875430909 0.05165763337415822 -0.047858040019238289 0.076281775471530533 0.10182654391114621 -0.05097416293084283 -0.071851795331159304 0.027334842841514918 -0.10235998784184004 -0.0032804710623989398 -0.10666085278112841 0.10236813931574296 -0.11054411220016168 0.058047197490660667 -0.10433840824239932 0.10089174380748851 0.10135751282808386 -0.10167306215169288 -0.021593825255675735
leaf_weight=0.27545729914822814 0.17595239482216118 0.1553512045647939 96.486759623436569 0.26043301968434207 0.33613100673733143 0.374017331547293 0.70643352170009166 1.4303040062310923 0.083470950620154194 0.30587532739400558 0.44168903739966936 0.82907915496070994 0.63784349849993205 0.75491270422935475 0.47582549974322308 0.4234623471274972 0.13821077136572057 0.16934726526960731 0.61447268488655027 0.0677241071189153 4.4632419151566864 0.36401462421054487 0.066433057188987732 0.22303410093161335 0.60603577686379029 0.1256158460964798 0.051139494404196739 0.17523296606668737 0.12363210912553768 0.11344344398821704
leaf_count=146 20 33 3282 37 14 26 15 94 18 45 150 47 30 9 9 6 15 16 80 73 82 20 1 66 66 94 2 8 81 48
internal_value=-1.39093e-05 0.00488417 -0.000602538 0.0467152 -0.0318754 -0.0654846 -0.010284 0.0011602 0.00280596 -0.0323805 -0.0760646 0.00576763 0.00075714 -0.00350219 0.00137362 0.0701946 0.0245656 0.0314283 0.00590519 -0.00420285 -0.0108032 -0.0782014 -0.000981016 -0.0704288 -2.12842e-05 0.02508 -0.008837 0.0170483 -0.0424011 0.0530404
internal_weight=111.455 11.9571 99.4974 0.977457 1.81557 0.710148 1.10542 10.9797 10.7042 0.831035 0.52516 9.8732 8.2603 7.62246 6.86754 0.717024 0.293562 1.6129 0.78382 6.39172 4.96141 0.498172 0.134157 0.398986 97.6819 1.1951 0.589064 0.463448 0.174772 0.288676
internal_count=4633 911 3722 91 141 40 101 820 674 213 168 461 318 288 279 54 48 143 96 270 176 94 74 86 3581 299 233 139 83 56
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=31
num_cat=0
split_feature=1 0 4 2 3 3 2 4 2 4 0 2 0 3 1 3 0 0 2 3 1 3 3 4 2 3 0 0 0 2
split_gain=0.0347692 0.181434 0.106309 0.166079 0.158145 0.158128 0.160326 0.129471 0.110012 0.0816476 0.0985304 0.156464 0.0708331 0.172831 0.0638651 0.136652 0.202594 0.0610368 0.235739 0.145605 0.0787366 0.240929 0.541355 0.257537 0.57574 0.179366 0.142617 0.221114 0.118763 0.112704
threshold=81.339300736700025 100.69082235970002 44.749265482150008 -0.13509999999999997 0.086255000000000026 0.086375000000000021 0.20852500000000004 42.686561923500008 -0.61402999999999996 46.095286511800005 110.98492854115001 -0.088274999999999992 102.21786657775002 -0.222165 82.299080289250014 0.074735000000000024 104.22883325935001 103.57284947555002 -0.0057149999999999996 -0.15148999999999999 76.871083323950003 0.092385000000000023 0.087475000000000011 41.835830569250014 -0.0309 0.085175000000000015 99.755238930300024 100.19345760555002 100.35207663525001 -0.0309
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 3 7 -5 -6 -7 8 -3 -4 14 -12 -10 -14 -11 -16 -17 20 19 -19 26 22 25 24 -23 29 -1 -28 -24 -22
right_child=1 2 9 4 5 6 -8 -9 12 10 11 -13 13 -15 15 16 -18 18 -20 -21 21 23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=9.0562017161874601e-05 -0.10761336360808652 -0.10127096492373953 0.066704186766811835 -0.088134501824371353 0.10263077276304136 -0.1020230097388236 -0.0044576021774372738 -0.10124967555883041 0.078125787257352267 0.094668559658509358 -0.10361940994385639 0.023960574076581601 0.074535975598945217 -0.10085621655496897 0.079532223141172448 0.078316900871296322 -0.10221400043207854 0.049338466523282963 0.048466118054155904 -0.10334325326645571 0.03761791699554607 -0.11161389593387311 0.10292532652896136 0.03105255738696195 0.0065789479281107011 -0.059574173261017965 -0.0021745818775282299 -0.10366595889007697 0.048025886052266493 -0.0027945033285853181
leaf_weight=97.962984583590128 0.17984929039721409 0.053188752573760212 0.27630891445733119 0.43321093883594108 0.10137045098963426 0.22560596783115727 0.66455065438123029 0.076649172955171707 0.34206085297046307 0.12472800342948176 0.17589224009088866 0.21197498285732763 0.14595495389767166 0.091343745472954652 0.18517997860908508 0.10112571739591658 0.1613332874912885 0.076417031113123812 0.24246665905229647 0.34197594155375555 0.97521654044658168 0.64721822792398609 0.65689774509519316 0.83133590331999574 1.1347020584398706 0.43038837936182961 0.58574810764366603 0.33884139817018877 0.98476257744914619 2.3603853551030611
leaf_count=2887 20 37 13 240 6 242 41 79 12 7 62 67 33 210 13 20 69 14 32 79 135 62 11 21 26 22 23 56 45 49
internal_value=-1.4124e-05 -0.00975082 -0.00452886 -0.0180481 -0.0377307 -0.0157087 -0.0291851 0.0214932 0.0363666 0.0188017 0.00501765 -0.0338951 0.0490025 0.007022 0.0313871 0.0137546 -0.0326553 0.000307236 -0.02999 -0.0754568 0.00049452 0.0100234 0.0220715 -0.014908 -0.0363503 0.00118149 -0.00027838 -0.0393689 0.0699935 0.00902071
internal_weight=111.12 3.55033 3.37048 2.13394 1.42474 0.991527 0.890157 0.709197 0.632548 1.23654 0.960234 0.387867 0.57936 0.237299 0.572367 0.447639 0.262459 107.569 0.66086 0.418393 106.908 8.02091 5.40765 2.61326 1.78192 3.76599 98.8876 0.92459 1.64166 3.3356
internal_count=4633 1171 1151 900 529 289 283 371 292 251 238 129 255 243 109 102 89 3462 125 93 3337 371 262 109 88 206 2966 79 56 184
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=31
num_cat=0
split_feature=1 0 4 2 1 3 4 4 4 3 3 4 2 0 3 2 3 4 3 4 4 2 3 3 3 2 0 0 1 4
split_gain=0.0302705 0.16376 0.0913645 0.145545 0.16137 0.171704 0.160252 0.131261 0.207688 0.0838686 0.0695685 0.0690808 0.0690803 0.155011 0.092866 0.0848455 0.113601 0.0570239 0.141199 0.148363 0.120249 0.216816 0.241839 0.219223 0.105732 0.204325 0.177867 0.283675 0.243898 0.0772623
threshold=81.339300736700025 100.69082235970002 44.749265482150008 -0.18437499999999998 83.602982482550019 -0.15544999999999998 38.983591653800012 42.388109226950007 42.527280425250005 -0.20885999999999996 -0.222165 38.911218973650008 -0.15689999999999998 104.25302938255003 0.074735000000000024 0.022350000000000005 0.079605000000000023 44.578137159850009 0.095235000000000028 44.749265482150008 43.895345911700005 -0.102645 0.083395000000000011 0.082535000000000011 0.087935000000000027 -0.237895 95.746747857800017 95.44832900530001 78.381996793250025 48.109449608500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 3 4 -3 -6 11 -8 -9 -10 -4 -5 13 -12 -15 -14 -17 20 19 -19 -1 -22 23 -23 25 -21 27 29 -28 -27
right_child=1 2 10 6 5 -7 7 8 9 -11 12 -13 15 14 -16 16 -18 18 -20 24 21 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00023742149790870133 -0.10689420162660208 0.083160382939118288 -0.056897884415035883 -0.0073385294783802459 0.076230131620667455 -0.1016685589305372 -0.10272910060819956 0.05523992055352972 0.04846334029903307 -0.10136524172237769 0.10048568715830389 0.08982472637539457 0.059630419357344734 0.046729022625066494 -0.10144294420633126 0.061176646198189015 -0.10388513343222661 -0.10423706232230297 -0.10445875368753582 -0.10373872541727769 0.082146758706594838 -0.0053345221221565977 -0.03122513384490827 0.090231775832650823 0.039563092063373051 -0.026392414879224169 -0.11093120905078745 0.10309887752205973 0.015752217608994423 0.0095771649570504259
leaf_weight=100.53540251048543 0.16377339509381217 0.26494341140460242 0.11225768403710379 0.57055440874049146 0.089441568906067914 0.13790797120935849 0.39796428885051682 0.19293491911230376 0.044044195545211551 0.24618815264420846 0.083226236514747032 0.083938546595163643 0.59189325883744448 0.05840253947826568 0.15339821690758981 0.083628019459865754 0.083154795869859299 0.15264539675297228 0.15528949680447102 0.21738872841820001 0.49275622183540724 0.48633131007591035 0.85782475802261615 0.47397071938030422 0.49424939195887407 0.94305869011441412 0.3306479754828614 0.27582176588475693 0.28123774532014068 1.6281587599760312
leaf_count=2723 20 25 21 250 30 157 233 12 5 184 6 4 95 7 71 16 35 28 25 157 35 40 35 8 34 117 58 4 48 150
internal_value=-1.76795e-05 -0.00936748 -0.00436658 -0.0171913 0.0301244 -0.0316814 -0.0323598 -0.0602012 -0.0251728 -0.078628 0.017939 0.00512263 0.0259118 -0.0151479 -0.0605856 0.0418787 -0.0211201 0.000274829 -0.0107712 -0.00740596 0.000755835 0.0233095 0.00736317 0.0418336 -0.00386188 -0.0097 -0.00378979 0.00672294 -0.0527044 -0.00361558
internal_weight=110.682 3.35765 3.19388 2.02792 0.492293 0.22735 1.53562 0.881132 0.483167 0.290232 1.16596 0.654493 1.0537 0.295027 0.211801 0.758676 0.166783 107.325 4.4785 4.32321 102.846 2.31088 1.81813 0.960302 4.17056 3.67631 3.45892 2.84704 0.611886 2.57122
internal_count=4633 1171 1151 900 212 187 688 434 201 189 251 254 230 84 78 146 51 3462 621 596 2841 118 83 48 568 534 377 271 106 267
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=31
num_cat=0
split_feature=0 0 2 3 1 3 4 1 4 4 3 3 4 2 3 2 2 4 4 0 4 2 4 4 4 4 1 0 0 0
split_gain=0.0291958 0.177742 0.143939 0.253108 0.0904347 0.167529 0.0898269 0.0684391 0.0655792 0.0814247 0.184194 0.240604 0.0924579 0.0812634 0.133196 0.211281 0.104383 0.107776 0.0582423 0.0555519 0.269033 0.217278 0.176876 0.167365 0.0665693 0.412135 0.347414 0.275014 0.288108 0.219994
threshold=85.619326080400015 85.562868459650019 0.20852500000000004 0.11360500000000003 61.917879202350001 0.083745000000000028 43.219899330700009 61.907125369850007 35.119813570500007 40.767054867700004 1.0000000180025095e-35 -0.15544999999999998 38.110427674550003 -0.23353499999999996 -0.23921499999999998 -0.23455499999999999 -0.23265499999999997 41.489621506400006 43.022303514600004 85.799452775150016 41.976795488650005 -0.084259999999999988 41.16018805045001 44.026978245600006 42.759119507950011 42.686561923500008 61.885617704800005 85.823648898300021 85.990333302400003 86.264556031700025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 -1 12 11 13 -10 14 15 -11 -15 -18 -12 20 22 23 -2 -22 25 -21 -26 -28 -29 -30
right_child=19 -3 -4 -5 5 6 -8 -9 9 10 18 -13 -14 16 -16 -17 17 -19 -20 24 21 -23 -24 -25 26 -27 27 28 29 -31
leaf_value=0.055018837685514049 -0.00029678372303534086 -0.10400828839470531 0.081913993929486506 -0.087270008036613958 -0.0023597869359324587 -0.10482121807527973 0.046584885179319094 0.043826399893102289 -0.0027812134029915193 0.045322312453562857 0.021365537040360098 -0.10278379013377376 -0.047383501489337967 0.070567278292362076 0.049739702291663163 -0.10436785300358756 0.075282401579110259 -0.10484771250096203 0.06891392121186761 -0.00058913223510666832 -0.1066445356187159 0.0057301185937688928 0.039444319622577245 -0.015541860480982703 -0.11722918867501192 -0.061892298868353041 0.094626524520552896 -0.10507395230246766 0.040438539631369702 0.0028196502954504865
leaf_weight=0.21362364186313598 1.9399727885611344 0.18097475897229731 0.19130757275615895 0.36321481786580978 0.8391490001185955 0.30058698925950011 0.045058950239763362 0.4000833982718176 1.7427407595750994 0.14853910450437979 0.56539572925976223 0.24466951009321847 0.63377991245943111 0.31849975138902575 0.20140013731724959 0.25818887009518221 0.055075762364141134 0.083688841499167665 0.47323252628848422 77.17819945157521 0.4059192341519523 1.1997270021238362 2.6493773572146893 0.400721721642185 0.22865405728225852 1.1124710673466314 0.34972264245152729 0.23431371618062513 1.7260546400211776 15.64305148921437
leaf_count=71 20 37 25 39 164 79 65 7 68 35 39 101 44 6 7 19 17 65 32 2379 27 27 27 16 8 26 6 16 21 1140
internal_value=-1.90011e-05 -0.00614865 -0.0036466 -0.00602333 -0.00149984 -0.0264932 -0.0850837 0.00404661 0.000824147 -0.00162596 0.0115786 -0.0133564 -0.0146759 0.00718084 -0.0167677 -0.0497003 0.0390306 -0.033354 0.0430301 0.000412717 0.00929159 -0.0212536 0.0226453 -0.0613867 -0.000194321 -0.00146022 0.00525663 0.00681662 0.00507213 0.00655803
internal_weight=110.327 7.25921 7.07824 6.88693 6.52371 1.18479 0.345646 5.33892 4.93883 4.72521 2.34869 1.31006 2.37652 1.06539 0.608128 0.406728 0.457264 0.138765 1.03863 103.068 6.59572 2.00637 4.58935 0.806641 96.4725 78.2907 18.1818 17.9531 17.6034 17.3691
internal_count=4633 920 883 858 819 308 144 511 504 433 321 250 112 149 61 54 88 82 71 3713 117 70 47 43 3596 2405 1191 1183 1177 1161
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=31
num_cat=0
split_feature=4 3 1 4 3 3 4 4 4 0 4 3 1 3 3 3 3 4 3 2 4 2 1 3 2 4 3 2 1 0
split_gain=0.0299856 0.106916 0.0820828 0.0536939 0.104155 0.0867699 0.0544586 0.122569 0.201869 0.107451 0.12654 0.0451169 0.143378 0.0435738 0.220374 0.157406 0.230876 0.292103 0.135376 0.131866 0.124003 0.442641 0.146176 0.113904 0.100659 0.137468 0.110423 0.131198 0.115313 0.197019
threshold=49.292797572200008 -0.25098999999999999 90.679004281900021 48.823707093150006 -1.0000000180025095e-35 -0.25843999999999995 48.393869453650005 47.927946529500012 46.095286511800005 97.32487278035002 47.309807198350008 -0.23921499999999998 64.730006406800015 -0.10696499999999999 -0.12193999999999999 -0.15849499999999997 -0.22831499999999999 40.300545846000013 -0.086715 -0.036264999999999999 38.911218973650008 -0.0098449999999999979 75.085947125300024 -0.097064999999999999 0.034600000000000013 39.032633164100012 -0.24665999999999999 -0.06828999999999999 73.448676123850007 100.01333091085002
decision_type=2 2 2 2 2 2 2 2 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 11 6 5 -5 7 8 13 -10 -11 -3 -13 14 15 16 24 -18 20 -16 21 -15 23 -22 26 -26 27 28 -1 -30
right_child=1 2 -4 4 -6 -7 -8 -9 9 10 -12 12 -14 18 19 -17 17 -19 -20 -21 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0039844055625525981 -0.10372457300521694 0.066508592499877117 -0.10084313043655169 0.032613808456808224 0.048676631447783884 -0.042647152374727854 -0.032359201986294772 0.049433882850028157 -0.085651581299244314 -0.074961559604305103 0.063003463599849527 -0.1079297831219269 0.023446748864073486 -0.14743531484370173 0.088906172859252647 -0.055624129272632508 -0.06028110379570787 0.070661434838697315 8.1291254514252723e-06 0.010219081676009564 0.0057283050067141782 0.016189409675390277 0.019644895981777211 -0.11184823899918264 3.5852314675073733e-05 -0.10661956487556179 -0.030576489550145497 0.045427197734249969 0.096253566890036085 -0.031822039790527341
leaf_weight=4.7062803609117596 0.12626326711097136 0.11039399914443493 0.077119192289956118 0.27890850231051445 0.64634259714512043 0.33985311651485972 0.5214115707858572 0.49998171211336639 0.42110901879368512 0.13011399761126086 0.13593364227381244 0.10512120955536275 0.39601647990093625 0.31772603069907746 0.48927551608016984 0.45257845141190856 0.20841913617209751 0.93300792918125808 94.596982404280411 0.3771314668940694 0.14546085577330803 0.34469553066673952 0.68760167111031478 0.19003917668260317 0.28537016150414718 0.20961260914984337 0.92585862377563888 0.75749843531411887 0.30797705729491998 0.19689762210782646
leaf_count=159 19 3 67 10 36 32 33 36 72 44 30 10 215 34 48 119 21 70 3165 29 21 15 15 33 53 87 37 35 11 74
internal_value=-2.20003e-05 -0.0191331 -0.00362332 0.00012074 0.0206025 -0.00872307 -0.000119535 3.71013e-05 -0.000194106 -0.0542204 -0.00447009 0.0086369 -0.00411147 0.000155688 0.00649068 0.0018455 0.00489436 0.046752 -0.000492395 0.0546551 -0.0285834 -0.0622921 -0.00675831 -0.0608712 -0.00157123 -0.04513 0.00155602 0.00654042 0.000887803 0.046305
internal_weight=109.921 0.814914 0.688651 109.106 1.2651 0.618762 107.841 107.32 106.82 0.687157 0.266048 0.611532 0.501138 106.132 9.84991 8.9835 8.53092 1.14143 96.2825 0.866407 1.68552 0.662422 1.0231 0.3355 7.38949 0.494983 6.89451 5.96865 5.21116 0.504875
internal_count=4633 314 295 4319 78 42 4241 4208 4172 146 74 228 225 4026 743 666 547 91 3283 77 118 49 69 54 456 140 316 279 244 85
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=31
num_cat=0
split_feature=2 0 4 1 0 0 4 2 1 3 4 0 1 2 3 2 1 2 3 2 4 2 3 1 2 3 0 0 1 0
split_gain=0.0303432 0.138404 0.395617 0.489917 0.37417 0.328377 0.305483 0.249806 0.532138 0.681068 0.199024 0.197235 0.283592 0.159762 0.155538 0.480963 0.309464 0.284633 0.237495 0.279016 0.308662 0.251696 0.224842 0.205393 0.153155 0.141522 0.253525 0.222717 0.215286 0.723982
threshold=-0.06828999999999999 85.968825637350008 39.476991512000005 61.987779113750001 86.036037090600004 85.307464937250003 37.892416320650007 -0.054875 62.084563606450011 0.087475000000000011 40.722669576350008 86.345209775600011 61.950140699950005 -1.0000000180025095e-35 0.08326500000000002 -0.047144999999999999 65.130586668250018 -0.038374999999999999 0.079470000000000027 0.26597500000000007 36.558960102350007 0.067985000000000018 0.076615000000000016 69.633754036750005 -0.040509999999999997 0.10602000000000002 102.32271644485002 86.420486603250012 68.327163385350005 93.72771580185001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -3 13 -2 8 -6 -10 -5 12 -9 -4 16 -16 22 -18 19 20 -19 -20 -13 -22 -12 26 27 -17 -27 -30
right_child=1 4 3 10 7 -7 -8 11 9 -11 24 14 -14 -15 15 25 17 18 21 -21 23 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0013330421139453653 -0.0076239998527798739 0.081518434725972977 0.069915005506346481 -0.044555964246300254 0.10432385341852371 -0.10658840522719203 0.089001347714355486 0.014556339510152477 -0.059309163114491886 0.047962065929409839 0.053530138591395583 0.01764953046984569 -0.063322389729453851 -0.061748705179961116 -0.071921805178197254 -0.079243227287139867 0.029461020744151807 0.039921461056337461 0.051514754801602773 0.048738197290977468 -0.096395617784211046 -0.0093534541180692789 0.10203110260592373 -0.029690569240828066 -0.0083949153020061364 0.020137761039851019 0.054807341968441649 -0.0076110820768251711 -0.14783739803012672 0.012556194069081986
leaf_weight=67.585365614712387 0.76909839922882273 0.61593969399109383 0.18301737638466864 0.7713051883329175 0.73340274952351991 1.0143397990686933 0.56945204501971602 0.80333243776112695 0.94974719634410609 1.5707016130954796 0.67648026882307033 0.66048606485128647 1.1187529808084944 0.1856408352803105 0.97009209095267834 0.45436963206157166 3.405749353907594 0.55245578771371073 1.2100471744738572 0.51951790828286437 0.55376925732707638 1.5490000512634194 0.60505227744579315 2.773440698782224 0.97506992185299135 5.7833165785996234 0.62494928044881781 9.7042953955296962 0.35302485153079022 1.387436456865714
leaf_count=3030 39 6 24 9 13 36 14 10 31 72 15 8 38 138 22 8 22 31 27 92 21 32 35 154 60 53 201 288 5 99
internal_value=-2.08705e-05 0.00208847 -0.0132777 -0.0297237 0.0042308 -0.0772122 0.0334828 0.00291877 0.029355 0.00754048 -0.00261666 0.000314407 -0.0307731 0.00361468 0.00223529 -0.00330392 0.011262 0.00566386 -0.00565838 -0.0200834 -0.0292992 0.0173418 0.0579923 -0.0407927 0.0169698 0.000332084 -0.00701194 -0.010815 0.0108581 -0.0199771
internal_weight=109.629 42.0433 5.1444 3.80585 36.8989 1.383 1.33855 36.2829 3.25385 2.52045 2.42286 33.0291 1.92209 0.368658 31.107 19.2775 11.8295 10.564 7.15823 4.39918 3.87967 2.75905 1.26554 3.32721 1.65155 18.3074 10.7836 10.1587 7.52378 1.74046
internal_count=4633 1603 335 282 1268 198 53 1262 116 103 84 1146 48 162 1098 676 422 379 357 298 206 59 43 175 75 654 497 296 157 104
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=31
num_cat=0
split_feature=1 0 0 4 4 0 1 4 3 0 2 3 1 2 4 4 2 4 1 4 4 2 2 3 4 3 0 0 1 4
split_gain=0.0285061 0.143402 0.0803021 0.0968166 0.138433 0.103995 0.131535 0.0740367 0.0879122 0.0613745 0.128081 0.0874589 0.152619 0.0597648 0.0571574 0.0968018 0.076922 0.057123 0.0906009 0.0447945 0.127406 0.0929821 0.13373 0.201928 0.14779 0.123019 0.163746 0.233967 0.208086 0.0913083
threshold=81.339300736700025 100.69082235970002 100.92471821705001 44.749265482150008 39.117456157700005 104.61328277200001 82.815264250350012 46.095286511800005 -0.222165 110.98492854115001 -0.088274999999999992 0.074735000000000024 87.313054702550019 -0.59238000000000002 42.527280425250005 42.498713093000006 -0.16533 36.772607578000013 83.116371560950014 44.578137159850009 44.749265482150008 -0.61402999999999996 -0.237895 0.090465000000000031 49.960114208400007 0.087935000000000027 95.746747857800017 95.44832900530001 78.381996793250025 43.895345911700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 -2 -3 4 17 13 -7 -5 -9 11 -11 -10 -13 -6 15 16 -8 -4 -19 29 -21 -22 24 25 -23 26 27 -24 -28 -1
right_child=1 2 3 7 5 6 14 8 9 10 -12 12 -14 -15 -16 -17 -18 18 -20 20 21 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00024308266108160568 -0.10623619950102901 0.090010820737756819 -0.10146092196200945 0.063571263045731116 0.00053707135498565976 0.044525993791766263 0.033302798169332702 -0.10365545080407546 0.10055253519639509 -0.10265985725503818 0.030411662180721628 0.049846731868437216 -0.10078072175501392 -0.1024851867178587 -0.10135966317304451 0.097837478451859985 -0.10142447065034921 -0.0052042159701018104 0.07227640798346871 -0.10370117173763371 0.080363963275127542 -0.10347218408774322 -0.0016556597711806457 -0.10386909025957199 0.085161788693074697 0.081367009147458272 -0.10949329231739627 0.10265421283093222 0.011429734828850636 0.021038225432254018
leaf_weight=99.562342134743204 0.14579387930143584 0.086960565939080303 0.044322700540391557 0.25233737175403781 0.067508187610656023 0.20743797732211533 0.063641257306244925 0.072254141270150285 0.13999423384666443 0.12166133847404126 0.17837807938849437 0.23142096913943533 0.094830744885257445 0.33945517397660274 0.15414267705455131 0.051736967521719635 0.12683719736696675 0.57142355389805743 0.20508540699256628 0.13989865560830494 0.11923146387562145 0.25570262611859096 2.4316600806223527 0.19137780090386503 0.049588927649892867 0.18336549168452609 0.29658398216997728 0.23589189909398545 0.27357135060537985 2.1572280367636258
leaf_count=2723 20 4 238 13 8 21 58 19 11 54 58 18 78 113 143 2 177 36 100 31 6 171 267 25 4 7 58 4 48 118
internal_value=-1.17496e-05 -0.00937827 -0.00468592 -0.0075037 -0.0215504 -0.0463251 -0.0199912 0.0160808 0.00178971 0.0117323 -0.0235468 0.0344351 0.00606424 -0.0853956 -0.0537569 -0.0234632 -0.0564104 0.00895677 0.0152594 0.000267329 -0.00988226 -0.00663102 -0.0092786 -0.00390764 -0.0728321 0.00168429 -0.00282849 0.00756847 -0.0514721 0.000684098
internal_weight=109.052 3.15522 3.00943 2.92247 1.83159 1.01076 0.603796 1.09088 0.83854 0.766285 0.300039 0.466246 0.326252 0.406963 0.396358 0.242215 0.190478 0.820832 0.776509 105.896 4.17687 4.03697 3.91774 3.61245 0.305292 3.42107 3.23771 2.66755 0.570155 101.72
internal_count=4633 1171 1151 1147 896 522 401 251 238 219 112 107 96 121 380 237 235 374 136 3462 621 590 584 409 175 384 377 271 106 2841
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=31
num_cat=0
split_feature=4 4 1 4 2 2 4 1 0 0 0 4 1 0 4 2 4 4 3 1 3 4 3 4 3 3 2 4 2 2
split_gain=0.0266075 0.308143 0.276202 0.174625 0.186657 0.192244 0.335081 0.244923 0.379845 0.170119 0.160258 0.16659 0.151174 0.138683 0.19008 0.12773 0.244497 0.191236 0.24638 0.189846 0.158118 0.298872 0.233299 0.16408 0.132218 0.275153 0.323425 0.260922 0.245475 0.279088
threshold=40.518963363600001 40.300545846000013 72.04530097975001 40.767054867700004 -0.63026499999999996 -0.14008999999999996 42.580420142950011 71.504920895500007 97.789976036950009 92.464140480550014 86.780739992750014 41.542492784600007 76.871083323950003 98.51854819030001 41.559097512700014 -0.13006999999999999 40.099856909850011 39.955516828000007 0.4888550000000001 83.116371560950014 0.085715000000000027 35.476804824450006 0.085345000000000018 38.804629908750009 0.091385000000000022 0.10214000000000002 -0.10040499999999999 34.424709467050008 -0.072755 -0.053874999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 9 -5 6 7 10 -9 -2 11 -6 -11 -10 -15 16 17 18 19 20 22 -22 23 -1 27 26 -26 -17 -27 -30
right_child=3 2 -4 4 5 -7 -8 8 13 12 -12 -13 -14 14 -16 24 -18 -19 -20 -21 21 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=-0.061061810362235659 -0.0064040679354627822 0.044207994847666299 -0.006016474555110049 -0.068195421779740403 0.00011559677521026514 -0.0015596914363092068 -0.0028837707627515411 -0.058314134690799019 0.095025255774243589 -0.076676696692518906 0.081437923214062999 0.062115877360843445 -0.017995770459930192 -0.10166091323366699 0.055941431714892235 0.067116711416440197 -0.0884695320063245 0.033459095264519262 0.079084402838650356 0.053488429651143476 0.023187194872655852 -0.09376687810106589 0.095615360074932418 0.014434859309949206 0.063302883627067472 -0.027119493354676158 0.011011892079255903 -0.0088706639645398464 0.054307732436930434 -0.0028506457762646925
leaf_weight=0.69840719728517864 4.0436754276379352 3.0177361746609668 1.7184925213582571 0.39506957773846707 0.82395879508112402 53.451939911694154 5.2230749680741155 0.60946719441562869 0.34349743404891342 0.77536211488768447 1.1045372183434663 0.91422309758490883 1.01206272395666 0.11229140077603006 0.24027031252398956 0.46789715985267122 0.43495952796547488 0.81988594861468289 0.22719216745463189 0.25222146686721192 0.29134887278132715 0.87388507199875676 0.16903952172833658 0.48973128331635962 1.4466502400499619 3.2212881224374863 6.4857748067891263 13.203858564845744 1.0368959581974202 4.8493887198909498
leaf_count=215 120 53 35 22 25 1838 730 9 7 14 27 26 35 56 55 90 19 11 9 162 32 75 10 35 30 96 185 475 35 102
internal_value=-1.5559e-05 0.00204715 0.0259846 -0.00120166 0.000325656 0.000756557 0.0139679 0.035186 -0.000669616 -0.0177601 0.0516527 0.0327256 -0.0434508 0.0498037 0.00574486 -0.001195 -0.017429 -0.00934372 -0.0210344 -0.0292323 -0.0375038 -0.0645243 -0.0143047 -0.0299433 0.00105505 0.00693226 0.0205483 -0.0062701 -0.0049269 0.00721806
internal_weight=108.754 39.7047 4.73623 69.0494 63.2183 62.8233 9.37132 4.14825 1.30553 5.8311 2.84272 1.73818 1.78742 0.696059 0.352562 34.9684 4.25667 3.82171 3.00183 2.77463 2.52241 1.16523 1.35718 1.18814 30.7118 17.04 7.93243 13.6718 9.10757 5.88628
internal_count=4633 1669 88 2964 2795 2773 935 205 127 169 78 51 49 118 111 1581 568 549 538 529 367 107 260 250 1013 448 215 565 233 137
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=31
num_cat=0
split_feature=2 0 3 4 2 3 1 2 1 2 1 3 2 2 3 2 3 2 4 2 2 4 3 2 2 3 0 3 3 1
split_gain=0.028528 0.133105 0.43771 0.446679 0.26901 0.791153 0.173635 0.162682 0.304876 0.141597 0.475491 0.143593 0.136333 0.132353 0.127509 0.383852 0.227203 0.49664 0.498214 0.16653 0.190047 0.289111 0.148977 0.223781 0.194163 0.129577 0.420156 0.339946 0.405699 0.206199
threshold=-0.06828999999999999 86.264556031700025 0.10487000000000003 39.571921479100006 -0.054875 0.087475000000000011 70.077349628250019 -0.036264999999999999 61.987779113750001 -0.0025899999999999999 62.009286778800011 0.086375000000000021 -0.059424999999999999 0.11061500000000003 0.08326500000000002 -0.047144999999999999 0.075810000000000016 0.011900000000000003 37.232443001650005 0.26597500000000007 -0.038374999999999999 36.558960102350007 -0.10696499999999999 0.034600000000000013 -0.0098449999999999979 0.096480000000000024 96.324766355850002 0.088075000000000028 0.086555000000000021 63.910026677050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 -3 -7 8 -2 10 -9 13 -8 -11 16 -16 19 18 -18 20 -6 -22 23 -23 -24 26 27 28 -17 -29
right_child=1 4 3 -5 14 6 12 9 -10 11 -12 -13 -14 -15 15 25 17 -19 -20 -21 21 22 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0012814682354400596 -0.057105244437417213 -0.032096979737814835 0.026046971958775395 -0.10950436739345577 0.010712545494271287 0.10188520407874424 -0.017333265777740442 0.083253596917658171 0.013673308516910577 -0.109244543142189 -0.046779488420663345 0.0097852252623946354 0.078823528233392059 -0.0012362150642987475 -0.064146950172860706 -0.089732085356160632 0.011730217771708316 0.0017641243380093097 0.10393053657432283 0.050599913148431791 0.03583596336785097 0.012514860141535637 -0.13201623005643115 -0.082459926466413827 -0.038910312137834212 0.0077734970188350853 0.009184412955434873 -0.040288544215695637 0.039311733845344747 -0.10933955941171491
leaf_weight=67.010489466791327 1.1704877818701791 1.0755212265576113 0.35329062491655328 0.77943585993489251 2.2162403146212455 1.0742640625685451 0.27360189557657566 0.84708744197359898 1.2677205092440997 0.2123425950692871 0.42096177522216749 2.3498840418706095 0.31978798561067379 0.24361628032602312 0.97121864321525464 0.33675093478086837 1.1283902525901797 4.0320096082006671 1.2194290900515623 0.4883138418550742 0.53779350442096285 0.69481849026306031 0.37165963649749756 0.38586339396897529 0.5636869055988426 10.319697771011674 4.8812322488490736 1.2645025192759929 0.8810243697334954 0.6572351490613072
leaf_count=3030 25 36 7 52 15 21 38 31 24 124 38 69 14 20 22 52 6 98 41 86 31 29 10 61 46 240 251 25 36 55
internal_value=-7.0061e-06 0.00205895 -0.00985374 -0.0672267 0.0047619 0.0347754 0.0779035 0.00012582 -0.0203047 0.0123534 0.0400857 -0.000179728 0.0344873 -0.0515363 0.00210172 -0.0028811 0.0103699 0.0230547 0.059618 -0.00502027 -0.0107141 -0.0293085 -0.0466864 -0.0213964 -0.0759059 0.000363233 -0.009171 -0.0377095 0.0036273 -0.063904
internal_weight=108.348 41.3379 7.64483 1.13273 33.693 2.74318 1.66765 6.5121 2.43821 4.07389 1.26805 2.80584 0.59339 0.455959 30.9499 19.3117 11.6382 6.37983 2.34782 5.25838 4.77006 2.55382 2.01603 1.08068 0.935347 18.3404 8.02075 3.13951 1.21778 1.92174
internal_count=4633 1603 390 59 1213 109 73 331 49 282 69 213 52 144 1104 681 423 145 47 278 192 177 146 90 56 659 419 168 88 80
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 0 3 1 3 4 0 1 0 4 1 4 4 2 0 3 4 3 0 4 3 2 2 4 1 0
split_gain=0.0274295 0.435331 0.347428 0.343056 0.228254 0.150404 0.136155 0.179415 0.124974 0.121127 0.346813 0.265846 0.502749 0.246887 0.379382 0.19179 0.201991 0.119789 0.572646 0.305841 0.357365 0.24874 0.240222 0.608165 0.366987 0.695449 0.775087 0.465952 0.212421 0.182736
threshold=91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 90.60910437050002 89.861713010250014 0.25799500000000009 75.806453904250006 0.082685000000000022 36.558960102350007 89.576736448400013 65.130586668250018 89.474575039450016 35.374259656300005 61.076391807500009 37.995872310650007 47.079243513300007 -0.122165 95.550490414250007 0.084995000000000029 42.546237522150008 0.10821500000000002 94.625660817400004 40.767054867700004 0.090850000000000028 -0.060989999999999996 -0.011849999999999999 38.911218973650008 69.999384342500022 97.491557184450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -3 9 17 -8 -7 10 13 -11 15 14 -1 -13 -17 18 19 20 -4 29 23 24 27 -26 -27 28 -19 -20
right_child=2 4 6 -5 -6 8 7 -9 -10 11 -12 12 -14 -15 -16 16 -18 22 21 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.052658435532944019 -3.6522245829592197e-05 0.069635808807134714 -0.10781521139473314 -0.08946399082528278 0.010846557346227088 -0.0044906521415770196 -0.105190785328444 0.02264685972674747 -0.057155153335476411 0.00063079221387242078 0.09668541387378396 0.10135213049667456 -0.12234837162668247 0.048430608075548894 -0.10525275837581671 -0.084865643598283469 0.053420419438685196 0.022263892033832139 -0.05810492969754244 0.080016589039527075 0.050719968407977149 0.07177175705765991 0.0019043090506586852 -0.11006093475716042 -0.10557321354318486 0.083511623377110156 -0.068146573051284284 0.069126555388723629 -0.04651030692377852 -0.004266969145782379
leaf_weight=0.24764639243426134 0.83386086671452975 1.3574476993817364 0.21443394992456832 0.88343297061874182 1.2861731672746826 0.97722561130649299 0.27592253035254444 0.18233080023370007 0.83612129956600256 57.990050511852473 0.5002929251641034 0.17426391242179196 0.5055355274816975 0.51817697465594392 0.39451356976258012 0.23656046289306687 0.19083954906091094 0.82335764355957441 0.77109398896209302 1.5024777286889728 0.42202452872425056 0.3666911734704853 27.823916327847655 0.67029212885336154 0.92315092025091883 0.6687321737408638 0.67931670229882002 1.0247681192122398 0.98802271974273026 3.4563068954136611
leaf_count=82 42 36 19 60 34 25 20 32 26 1531 11 6 18 60 55 50 4 20 49 35 115 31 1320 84 28 18 24 16 23 759
internal_value=-3.43848e-06 0.00128488 -0.00197985 -0.046041 0.0410337 -0.000394498 -0.000124968 -0.0543265 -0.0287739 0.000452498 0.0270883 -0.000295968 -0.0488354 -0.00291928 -0.0443549 0.0129323 -0.0231192 0.000490831 0.0126651 0.0554056 -0.0026933 -0.00723413 -0.00194864 -0.0205036 -0.00875006 -0.0387047 0.00708713 0.0152378 -0.0152492 -0.0140872
internal_weight=107.725 65.2148 42.5101 1.71729 2.64362 62.5712 40.7928 0.458253 1.81335 60.7579 1.66063 59.0972 1.1072 1.16034 0.64216 0.601664 0.4274 40.3346 6.73303 2.13894 0.636458 4.59409 33.6016 5.77764 5.10735 2.2712 1.34805 2.83615 1.81138 4.2274
internal_count=4633 1938 2695 102 70 1868 2593 52 51 1817 208 1609 78 197 137 60 54 2541 1008 169 134 839 1533 213 129 70 42 59 43 808
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 0 2 4 2 0 2 2 3 0 0 2 3 1 3 3 4 2 3 0 0 0 4 4 4 4
split_gain=0.0279976 0.127827 0.0705 0.136301 0.183547 0.075125 0.069703 0.112212 0.0682851 0.0791745 0.0958603 0.151499 0.115725 0.136666 0.0641507 0.197355 0.12716 0.063955 0.204391 0.465135 0.209299 0.506247 0.160438 0.127764 0.119433 0.19855 0.0826416 0.144452 0.0602331 0.0552714
threshold=81.339300736700025 100.69082235970002 -0.085550000000000001 -0.047144999999999999 -0.043559999999999995 119.44012936145002 0.20852500000000004 50.427417695700008 -0.61402999999999996 101.91675926715001 -0.088880000000000001 -0.156745 0.072890000000000024 104.22883325935001 103.57284947555002 -0.0057149999999999996 -0.15148999999999999 76.871083323950003 0.092385000000000023 0.087475000000000011 41.835830569250014 -0.0309 0.085175000000000015 100.35207663525001 99.755238930300024 100.19345760555002 42.580420142950011 41.16018805045001 53.578633587450007 38.474425342400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 5 -4 -5 8 7 -6 -3 -10 11 12 -11 -14 17 16 -16 24 19 22 21 -20 26 -21 29 -26 27 -19 -15 -1
right_child=1 2 3 4 6 -7 -8 -9 9 10 -12 -13 13 28 15 -17 -18 18 20 23 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0058431150578745275 -0.10565110567924535 -0.10095320379712081 -0.10221118594850079 0.098451300576987033 -0.102123789473403 -0.10277042295752714 -0.0094955358243098593 0.074278798414478875 0.074951711937296273 0.067811441811102838 0.051008139904965222 -0.10089050400365177 0.046265832612774463 -0.10124938510449695 0.046852507908974043 0.040884386986064593 -0.10302461984188623 0.0031713493839901417 -0.11039293811226941 0.102641365055608 0.027647487298790477 0.0048348786493989659 -0.057930605940230077 0.043670391904653161 -0.0028958686424767378 -0.1032726036459839 -0.012484672547706936 0.060828217769031495 0.070288827163648565 -0.00092122704607293523
leaf_weight=14.208549563519851 0.13229881071583749 0.048444903760355706 0.17919057186054499 0.1411774872976822 0.19818610158293271 0.055829546186160317 0.88572833038526255 0.044080723610022687 0.21788399963406879 0.22223809598290245 0.35971403621806508 0.15196937066667715 0.1517826511117164 0.16972592673414511 0.069056681660640606 0.23185241020837466 0.31403527523070807 1.4360295236729146 0.57580318278405695 0.59800154564436503 0.8100492184748872 1.1286478676920524 0.40944922636845138 0.95271473156753927 0.58115643101518699 0.29816777875930711 1.1900575557647242 0.62306963867740695 0.023277128173504025 80.615029293661081
leaf_count=547 20 35 96 6 243 133 141 11 15 35 31 190 22 189 14 32 79 50 62 11 21 26 22 45 23 56 119 15 4 2340
internal_value=-6.66288e-06 -0.00956112 -0.00509935 -0.0205694 -0.00904259 0.0108952 -0.0224963 -0.0700271 0.0156132 0.0199685 0.00886264 -0.0122229 0.0115412 -0.0247289 0.00026714 -0.0319358 -0.0760076 0.000458609 0.00921182 0.0205137 -0.0142024 -0.0340918 0.00105976 0.0664113 -0.00024783 -0.0369324 0.00849355 0.0206179 -0.080561 9.23551e-05
internal_weight=107.023 2.98153 2.84923 1.44836 1.26917 1.40087 1.128 0.242267 1.34504 1.29659 1.07871 0.718993 0.567024 0.344786 104.042 0.614944 0.383092 103.427 7.72382 5.20932 2.5145 1.70445 3.65861 1.55072 95.7029 0.879324 3.24916 2.0591 0.193003 94.8236
internal_count=4633 1171 1151 497 401 654 395 254 521 486 471 440 250 215 3462 125 93 3337 371 262 109 88 206 56 2966 79 184 65 193 2887
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 3 3 0 0 3 2 3 2 4 0 4 3 1 0 4 3 1 3 3 0 0 1 2 4 1
split_gain=0.0252443 0.183822 0.0674236 0.0663759 0.0567475 0.0992024 0.105478 0.104367 0.170152 0.0752632 0.106826 0.0637772 0.114519 0.0580158 0.147106 0.0614177 0.0941308 0.0536112 0.050151 0.167689 0.116507 0.0478702 0.154551 0.441105 0.222202 0.21801 0.184729 0.318913 0.142795 0.110894
threshold=81.573196594050017 82.140461259550008 122.35979489110001 100.69082235970002 0.095830000000000012 0.093635000000000024 0.080110000000000028 104.86330937810001 107.63242125250001 -0.22831499999999999 -0.16262999999999997 -0.15544999999999998 -0.16077499999999997 45.044778924400006 102.1049513363 48.823707093150006 0.078385000000000024 83.602982482550019 103.57284947555002 46.645430295100006 0.090665000000000009 76.279622535200005 0.092385000000000023 0.087245000000000031 100.35207663525001 101.80384402570002 80.13218303615001 0.10610000000000001 41.772405911750006 75.981203682750007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 -2 3 -3 5 6 9 -8 -9 10 -5 -11 -13 14 -14 -15 -17 -6 21 20 -20 29 23 -23 -25 -26 27 28 -24 -1
right_child=1 2 -4 4 17 -7 7 8 -10 11 -12 12 13 15 -16 16 -18 -19 19 -21 -22 22 26 24 25 -27 -28 -29 -30 -31
leaf_value=4.1231557203061196e-05 -0.10428121198891448 -0.10178567027574964 -0.10097210508273691 0.047241790842625031 0.042460602846723879 0.07827164322738446 -0.10244780154923472 0.046555490596955393 -0.10134073605828178 0.084122023644655097 -0.1026427563580469 -0.10110094659727845 0.1020878428466197 0.092521663850742952 -0.10082625818767005 -0.044803785166108889 0.081479191643566762 -0.10125182057041134 -0.10293829167791935 0.045469523058014272 -0.0020866453879513189 -0.00096371542830685176 -0.1062050478006596 0.10254387867618807 -0.027758223527318705 0.067190507209380052 0.0046299004228975331 0.073120314750126897 -0.001833724132351226 -0.038399666521378328
leaf_weight=94.213408001782483 0.1913358528913699 0.059931671783942764 0.066048871072695081 0.085021340317325667 0.036547400872222968 0.18884342305176449 0.16103654161270231 0.22376663790100793 0.11924293131767172 0.18726321023314041 0.10789581350172694 0.071933038641645464 0.058892030268908657 0.19644449190673186 0.090833761082421915 0.12090184957924066 0.11533280925868894 0.089586248134821744 0.27156356191198838 0.21955468041869608 0.19811217161623063 4.0269568841267738 0.51924913735501865 0.70744585822103534 0.40128605393692829 0.60854325058335235 2.2266711387783289 0.16953857808039174 0.17535161494743079 0.75647163681060092
leaf_count=2918 46 15 179 28 13 34 33 47 233 21 56 85 1 21 141 75 16 101 60 35 38 235 69 13 23 30 19 14 17 17
internal_value=-1.02243e-05 -0.0106836 -0.00163667 0.00179217 0.00514122 0.00986936 0.00147366 -0.0360373 -0.00485876 0.01975 -0.0365865 0.0326638 0.0179372 0.0326396 -0.0210135 0.0512059 0.0168492 -0.0596109 0.000211514 -0.0266741 -0.0603984 0.000390026 0.00743067 0.0171324 0.0595674 0.0294598 -0.0106 -0.0498435 -0.0798566 -0.000264965
internal_weight=106.665 2.17086 1.97952 1.91347 1.85354 1.72741 1.53856 0.504046 0.34301 1.03452 0.192917 0.841601 0.654338 0.582405 0.149726 0.432679 0.236235 0.126134 104.494 0.68923 0.469676 103.805 8.83504 5.74423 1.71728 1.00983 3.09081 0.864139 0.694601 94.9699
internal_count=4633 1145 1099 920 905 791 757 313 280 444 84 360 339 254 142 112 91 114 3488 133 98 3355 420 301 66 53 119 100 86 2935
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=31
num_cat=0
split_feature=0 0 3 4 0 4 2 4 4 4 4 1 0 0 0 4 2 3 4 3 4 1 0 3 1 0 1 0 4 1
split_gain=0.0248635 0.159483 0.113396 0.0977639 0.0630824 0.21762 0.215341 0.153932 0.14663 0.0629864 0.312406 0.307441 0.245755 0.248368 0.193561 0.352934 0.356994 0.157039 0.184787 0.357321 0.447131 0.206813 0.260232 0.251537 0.195371 0.184955 0.250858 0.17606 0.132196 0.115535
threshold=85.619326080400015 85.562868459650019 0.11360500000000003 39.683197198900011 85.799452775150016 41.976795488650005 -0.084259999999999988 44.026978245600006 41.16018805045001 42.759119507950011 42.686561923500008 61.885617704800005 85.823648898300021 85.990333302400003 86.904409066750006 43.022303514600004 -0.10040499999999999 0.09557000000000003 43.663128814500006 0.089505000000000015 43.813842866750008 62.095317438950012 100.19345760555002 0.084805000000000019 62.245871094250013 91.109157582800023 70.311245485600026 91.625341543800019 43.131467368600006 70.348883899450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 7 -7 -2 10 -6 -11 -13 -14 28 16 -16 18 21 20 -20 -17 23 -23 -22 -26 -27 -21 -15 -28
right_child=4 -3 3 -5 9 6 -8 -9 -10 11 -12 12 13 14 15 17 -18 -19 19 27 24 22 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.00023544673956037737 0.001150758626314258 -0.10361840943664424 -0.0032328632611819865 -0.10310880449662513 -0.00073869370998920362 -0.10598359675857892 0.0085973177453444079 -0.015465295214876674 0.037845999364240282 -0.11576790342767299 -0.054796846800506907 0.093948413544480344 -0.10419451568102918 0.039141831296049256 0.038486035148329975 -0.023008147628939799 -0.09894116829711691 -0.026101157778611279 -0.1196712657386676 0.10056125040420164 -0.11689987464689638 0.08732966831631056 -0.014542097509673654 0.021031739861966811 0.061777195690678167 -0.088776049836299678 0.10388001057601444 0.0054690707695261428 0.0076928298578426875 -0.0025270294218090257
leaf_weight=6.3750157851385714 1.9001463509630401 0.16276721900430846 0.18697230832185585 0.20597438900222187 74.563923073763704 0.36854799708817143 1.1835947611107256 0.38321655039908364 2.550708195194602 0.20771062775748106 1.0845987975480955 0.31636065710336225 0.2058055719826396 2.4388215811923173 0.26357442567450562 0.69382759556174134 0.66828947018120644 1.467728391250829 0.36868788884021331 0.44308004120830435 0.14898414909839663 1.1418535997654551 0.72786756382993179 1.1472468005376866 0.42796295384391703 0.34523700986756045 0.10570002347230945 0.34732704870475573 2.9574626447574701 2.947166834788959
leaf_count=836 20 37 15 32 2379 27 27 16 27 8 26 6 16 28 22 5 43 58 14 10 2 26 61 24 46 53 1 38 30 700
internal_value=-1.05038e-05 -0.00580154 -0.00344907 -0.0555857 0.000393258 0.0100075 -0.0179868 -0.0598413 0.0221802 -0.000266804 -0.00151374 0.00516356 0.0066271 0.0049873 0.00633761 -0.00113372 -0.0600704 0.00419186 0.00921868 -0.00306949 -0.014323 0.0262202 0.0375415 0.0541026 -0.00455192 -0.000177175 -0.00797981 0.0587751 0.021906 0.00115712
internal_weight=106.336 6.93073 6.76796 0.392947 99.4054 6.38621 1.93536 0.751765 4.45085 93.0192 75.6485 17.3707 17.163 16.8466 16.6408 11.2445 0.931864 10.3127 8.84494 5.13415 4.34374 3.7108 3.01697 2.2891 3.97505 3.82607 3.3981 0.790407 5.39628 3.05287
internal_count=4633 920 883 47 3713 117 70 43 47 3596 2405 1191 1183 1177 1161 1103 65 1038 980 864 816 116 111 50 802 800 754 48 58 701
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=31
num_cat=0
split_feature=3 3 3 4 3 2 0 4 2 4 4 0 2 3 3 4 4 4 0 2 4 1 1 2 1 2 4 4 0 4
split_gain=0.0262879 0.14199 0.130266 0.28628 0.244532 0.149077 0.157824 0.112892 0.103465 0.101749 0.0953924 0.130972 0.0864192 0.358021 0.124769 0.0807403 0.187165 0.244868 0.188032 0.0900836 0.169403 0.14217 0.13989 0.119949 0.168422 0.231717 0.0855421 0.0988728 0.0770005 0.0675093
threshold=-0.10696499999999999 -0.12193999999999999 1.0000000180025095e-35 41.909642283050012 0.072890000000000024 -0.038374999999999999 93.72771580185001 40.250747516500006 -0.24023999999999998 41.741384785950011 38.911218973650008 90.189704902150012 -0.057599999999999998 -0.078164999999999998 -0.086715 35.771221912400001 40.21994457600001 40.371455563000005 92.773313165550022 -0.14008999999999996 48.96897326980001 55.855406118200008 62.057679025150001 -0.071969999999999992 61.998532946250002 -0.017745 37.817254840650008 38.983591653800012 85.931187223550012 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 9 12 -7 10 -1 -4 11 -3 13 14 -2 -10 18 -18 -17 20 -19 -22 23 -21 25 -25 -20 -28 -15 -6
right_child=2 7 4 -5 29 6 -8 -9 15 -11 -12 -13 -14 28 -16 16 17 19 26 22 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.063733930878201991 -0.018771499379786189 0.088680367708791508 0.0071389609602824202 -0.10270088227165222 -0.00058524736350839212 0.0034816080749787218 -0.076618352459267722 -0.015065303672706377 0.048254096104300995 0.075816659972500686 0.10078299505755138 -0.050647730356118609 0.01528798621926325 -0.034051724648019248 0.069110845604069771 -0.078785782767827189 0.099033949047460518 0.031744278961554809 -0.044048287549079607 0.0010216750065684683 0.023163741557497036 -0.076767333669912119 -0.020554745951250064 -0.10568688671232812 0.10243796345287462 0.085282745389710757 0.088858344254799743 -0.019184203481725254 -0.111376212488874 0.02323120978372438
leaf_weight=0.23874070572560313 0.29019422486828683 0.1401744761824365 0.33699634219010377 0.36108761328841854 88.408475186870902 0.42429461076244368 0.58532836332983607 0.23613834539742129 0.37732502179284111 0.5994599226896753 0.34851208748295903 0.13007683563432693 1.802559167146683 0.21608822200778388 0.36441472350668391 0.55309605374350101 0.27495479897333908 2.0491973986227046 0.22925017306624795 2.2277287857723427 0.26849459639925033 0.30305920934597452 2.6786797024110456 0.12359700445085797 0.3080112524330616 0.13075424255700652 0.17006474830805018 0.16874350313992181 0.31875139027033583 1.2064118285584289
leaf_count=146 38 33 21 140 3059 10 40 37 108 31 6 15 8 23 16 40 12 148 31 17 8 35 129 5 7 90 18 26 25 311
internal_value=-1.11939e-05 0.00462667 -0.000546575 -0.0174245 0.000266594 -0.00972954 -0.0429563 0.0437585 0.00131496 0.0511021 0.0662074 0.0216192 0.00148249 -0.0194392 0.0301518 0.00288952 0.00108498 0.0062277 -0.0372827 0.0030733 0.0183171 -0.0298235 -0.00423185 0.0114393 0.0527072 -0.00751521 0.00312712 0.0350477 -0.0801352 -0.000264626
internal_weight=105.871 10.9566 94.9141 4.36272 90.5513 4.00163 1.00962 0.854902 10.1017 0.936456 0.618763 0.270251 2.99201 1.18945 0.654609 9.86296 9.48563 8.36448 1.12115 8.08952 2.62075 0.571554 5.46877 2.79009 0.562362 0.254351 0.568058 0.338808 0.53484 89.6149
internal_count=4633 911 3722 300 3422 160 50 91 820 52 54 48 110 102 54 674 566 451 115 439 191 43 248 119 102 95 75 44 48 3370
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=31
num_cat=0
split_feature=2 1 1 2 0 0 3 3 3 3 0 3 0 3 3 3 4 1 2 4 0 3 3 0 4 3 2 2 2 0
split_gain=0.0259119 0.127448 0.240418 0.178813 0.172087 0.590225 0.183998 0.392777 0.188708 0.182715 0.281241 0.203079 0.142268 0.137528 0.237306 0.201209 0.137242 0.374704 0.251642 0.332365 0.664331 0.323582 0.750204 0.398877 0.289129 0.284306 0.225506 0.359145 0.17692 0.15367
threshold=-0.093604999999999994 62.00390986255001 61.971648364950006 -0.11963999999999998 86.345209775600011 86.393602021950016 0.083555000000000032 0.084365000000000009 0.082500000000000018 0.08674500000000003 85.990333302400003 0.080545000000000019 85.968825637350008 0.086075000000000026 0.084995000000000029 0.085345000000000018 36.558960102350007 67.923894665750012 -0.13867499999999996 41.444941515100005 88.350799540950007 0.093745000000000023 0.089345000000000022 89.711159354950013 39.955516828000007 0.088755000000000014 -0.22754499999999997 -0.26416999999999996 -0.122095 97.722764583650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -6 8 -8 -7 10 11 -3 -5 14 -9 -16 17 -15 24 21 -21 22 -20 -23 26 -26 27 -18 -19 -27
right_child=-2 4 -4 12 5 6 7 13 -10 -11 -12 -13 -14 16 15 -17 18 28 19 20 -22 23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.0060944498674293801 -0.0010386280403676456 0.03437524448255571 -0.11144790476026133 -0.0038131249819025217 -0.13893220407035775 -0.0061679104639036295 0.086163470380838492 -0.011679066498198248 -0.079887233055626283 0.0064394212812836811 0.090780582608173746 -0.10416790498431545 -0.060476761886170599 0.10231206182065229 0.020622207174483959 0.098876517742726003 -0.068577602641936006 -0.071851220688415374 -0.02162283072202684 0.014061805503859232 -0.1127652773286662 0.011462473826004531 0.07643607425650753 -0.089571185507530363 0.081094911599245048 0.023426104586762801 -0.12199778790713785 0.09619231727339056 0.022654032103472999 -0.024075444185147076
leaf_weight=3.4669564695035433 73.686834179506405 0.41557041132478223 0.23059432769605326 0.86194338981295959 0.29254015907645481 5.9734836095947257 0.643747730214275 0.8402533183107147 0.3686689800003079 1.8955253771882778 0.83697082847356796 0.14193952387722675 0.911847242154181 0.49649436585605033 0.72152925957254843 0.60330924947515996 0.35015868712707743 0.27832738606201701 1.9821416314225637 0.78316349536180474 0.87383850571586663 0.79272025078535058 1.2866372973658142 0.7706213225543479 0.73487858333965039 3.299979565636022 0.24061407158842385 0.21260653051285772 0.68714910556587228 0.85814234138501877
leaf_count=367 2419 63 74 42 3 801 18 14 86 46 13 73 11 11 25 25 68 59 41 4 75 6 12 37 23 79 16 5 29 88
internal_value=-8.43424e-06 0.0023748 -0.011515 -0.00711789 0.0052555 0.00220687 0.00401791 0.00959498 -0.0104532 0.0266524 0.054128 -0.000897219 -0.032942 0.00647778 0.0298922 0.0562579 0.00276323 0.0317147 -0.000710252 -0.0141743 -0.0528219 -0.000921529 0.0169745 -0.0383403 0.0146276 0.0237565 -0.0409723 -0.00632933 -0.00458992 0.0136229
internal_weight=105.539 31.8524 5.47134 5.24075 26.381 23.091 22.7985 16.4563 6.34215 3.29001 1.39448 0.55751 1.77379 15.8126 2.16509 1.32484 13.6475 1.46197 12.1855 6.48912 1.657 4.83212 3.26878 1.56334 5.69638 4.893 0.803379 0.562765 0.965476 4.15812
internal_count=4633 2214 494 420 1720 1525 1522 635 887 195 149 136 53 617 64 50 553 99 454 175 79 96 53 43 279 190 89 73 88 167
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=31
num_cat=0
split_feature=2 1 1 0 1 0 0 1 0 1 1 4 1 0 2 3 0 2 2 1 1 0 0 0 3 2 3 0 2 4
split_gain=0.0284932 0.11841 0.203435 0.214579 0.333239 0.353628 0.301964 0.197972 0.234199 0.328245 0.186543 0.370573 0.363631 0.302142 0.350095 0.490543 0.330886 0.39071 0.274633 0.261517 0.276725 0.361875 0.150211 0.271351 0.11436 0.132276 0.107643 0.104082 0.27359 0.602569
threshold=-0.06828999999999999 61.076391807500009 61.821094709650005 85.968825637350008 61.987779113750001 85.705356740550016 86.036037090600004 61.923256118600001 86.264556031700025 62.00390986255001 63.452988794850008 42.283941020600004 62.014663695050011 93.308316333500017 0.04932000000000001 0.082685000000000022 94.047642319350018 0.075080000000000022 -0.054875 65.130586668250018 66.859265246100009 92.168410086200012 94.770837556450019 95.746747857800017 0.096715000000000009 -0.0057149999999999996 0.10385500000000002 86.264556031700025 -0.075639999999999999 39.354247760400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 -2 -3 4 5 -4 -5 -8 9 -9 11 12 -10 14 15 -12 17 -15 -18 -16 -21 -22 -20 -24 25 -14 -6 -1 -29 -30
right_child=1 2 3 6 26 -7 7 8 10 -11 13 -13 24 16 19 -17 18 -19 22 20 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0046984729387329746 -0.046362805814136029 0.054331828928552643 -0.011573773241945147 0.077405022860643602 -0.010357058063504117 -0.11444644782416431 0.054438752755128599 0.0048320535951858817 -0.0058474649829508224 -0.082272671382515761 -0.0061387728084724173 -0.010240983331035096 0.055282029148125682 0.087381733278484044 -0.078797954289621358 -0.10098390937927733 -0.08144849667589632 -0.019782351288400696 -0.038654303960160716 0.065068837066284649 -0.11132029005370592 0.030127627634464721 0.063412072936908717 0.0016844868461267357 0.066104575021762771 0.0037836248423501967 0.039351666549841846 -0.0018839643271020747 0.018093286591885856 -0.072325585746234322
leaf_weight=20.00219148304739 0.49811730452662928 0.74866462778299947 0.69539436264494658 0.55399829894304176 1.936936479188262 0.64325155789265409 0.73194417962804337 0.97770552954170742 1.7904919972643236 0.77600334785529412 1.1040700980956928 3.3930692756548524 1.0996206454001369 0.96405642293393856 0.30505009554326523 1.0775090222596189 0.39996073948986932 0.5257576428170978 0.84725028998696572 0.7722071713869807 0.27676829202391673 0.52199955106334528 0.74674685059290169 15.371838401022414 1.9057689197361467 0.91278221365064416 0.56203974220261432 41.842126539209971 1.300761023637967 1.7006616328326343
leaf_count=891 180 17 23 5 74 20 15 15 22 29 26 35 30 26 16 33 62 36 49 26 61 20 26 692 25 15 25 2054 40 45
internal_value=-4.1148e-06 0.00208983 0.00269867 0.00170475 -0.0207446 -0.0610066 0.0041624 0.0029863 0.00187105 -0.0337111 0.00382017 0.0159316 0.0314878 -0.00099079 -0.0257449 -0.052984 0.00433614 0.0495634 0.000456089 0.00593061 0.0223831 -0.0188832 0.00238695 0.00454422 0.0485489 0.0319235 0.000822832 -0.00130025 -0.00397594 -0.0331397
internal_weight=104.985 40.139 39.6409 38.8922 3.83762 1.33865 35.0546 34.5006 33.7687 1.75371 32.0149 9.10173 5.70866 22.9132 4.0576 2.18158 18.8556 1.48981 17.3658 1.87603 1.57098 0.798768 16.9658 16.1186 3.91817 2.0124 2.49898 64.8457 44.8435 3.00142
internal_count=4633 1603 1423 1406 142 43 1264 1259 1244 44 1200 127 92 1073 182 59 891 62 829 123 107 81 767 718 70 45 99 3030 2139 85
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 3 4 1 0 0 4 3 2 3 1 1 4 3 2 0 0 4 0 2 1 2 0 0 2 3
split_gain=0.0264954 0.206945 0.245261 0.379619 0.168636 0.978651 0.3503 0.457976 0.275786 0.677264 0.115237 0.193224 0.137104 0.111954 0.0900443 0.09259 0.196057 0.302189 0.167587 0.66779 0.823446 0.364269 0.212536 0.378771 0.360396 0.248393 0.139557 0.11234 0.106303 0.104504
threshold=-0.079369999999999996 -0.077085000000000001 94.75470680765001 62.095317438950012 -0.084729999999999986 0.095235000000000028 42.876019054300009 62.057679025150001 89.576736448400013 93.72771580185001 43.111435027700004 0.086955000000000018 -0.082404999999999992 0.082685000000000022 61.076391807500009 62.00390986255001 40.986363433950011 0.09721500000000001 -0.06828999999999999 96.082805124100005 86.162394622750014 38.536700832000001 86.264556031700025 -0.011849999999999999 62.084563606450011 -0.057599999999999998 85.990333302400003 85.732241321850012 -0.07490999999999999 0.082685000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 7 -6 -9 -10 -8 12 -12 -11 -3 16 27 -18 19 20 -17 -22 23 25 -24 -20 -19 -16 -21 -26
right_child=1 14 -4 -5 5 -7 10 8 9 13 11 -13 -14 -15 15 18 17 26 22 28 21 -23 24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00095995853472684441 -0.0044240380127896209 -0.04245291409939822 -0.0078367706553279584 0.099479718927262123 0.004587650262103996 -0.11775316206866787 0.043608564855390962 -0.11786464277255589 0.085411789126986715 -0.017794844429496356 -0.03770946583765012 0.039733734899747082 0.016512345609500528 -0.10646078546755114 -0.00048903741703752615 0.0076431975884362017 0.030906660469325699 -0.065404971528046252 -0.020901909398687957 0.055702532699416052 -0.027160813886558145 -0.11621501870999409 0.049572029568454745 0.0077136335064184993 0.0089090044149246084 -0.10892950592678077 -0.010161646314915888 0.028782738230519501 0.009067351971594825 -0.0036137849903967382
leaf_weight=44.790359444558732 0.60140804760157995 0.49004295948014842 1.0121585739536838 0.84664119864464737 2.3007212649099493 0.82633253944368412 1.1597828220983499 0.60686572548001994 0.33256362751126267 0.18765399496624013 1.0241803692006213 1.1007112017414327 0.85618048071046393 0.59056707791444296 1.8910661174049872 1.8021428970678237 1.054021055930207 0.86740245914552339 0.63749892515625106 0.88914506942091964 0.70385530457133461 1.3220560511108486 1.6246635220013583 1.6067742412274117 10.741792089356581 0.64475780984139441 0.96718193311244249 4.2750082090497017 1.0855319279808098 17.554063684702044
leaf_count=2514 5 180 24 81 38 36 18 13 6 11 24 16 24 66 28 17 35 24 14 9 24 39 32 51 418 55 20 44 38 729
internal_value=-2.61563e-06 0.00163946 0.0299287 0.0563261 -0.00154824 -0.0140509 -0.00354834 -0.024582 -0.0636536 -0.034036 0.0168632 0.00645795 -0.0130208 -0.0850806 0.000194241 0.000632678 0.0097339 -0.011765 -0.00150158 -0.017167 -0.0415318 -0.0852752 0.00126902 -0.0246325 0.00376999 -0.0651649 -0.036281 0.0198054 0.0300659 0.00114017
internal_weight=104.393 50.6172 2.46021 1.44805 53.7759 8.98556 8.15923 4.01837 1.71765 1.11078 4.14085 2.98107 1.88036 0.778221 48.157 47.667 9.05468 2.88861 38.6123 5.80273 3.82805 2.02591 32.8096 2.88903 29.9205 1.28226 1.83458 6.16607 1.97468 28.2959
internal_count=4633 1867 110 86 2766 252 216 134 96 83 82 64 48 77 1757 1577 151 79 1426 127 80 63 1299 120 1179 69 44 72 47 1147
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=31
num_cat=0
split_feature=4 4 0 4 2 3 0 0 0 0 4 1 4 2 0 1 0 2 3 3 0 0 3 3 3 1 3 1 4 4
split_gain=0.0260154 0.154554 0.110313 0.0936184 0.142936 0.142868 0.11579 0.293802 0.204351 0.322514 0.198145 0.333553 0.07844 0.161839 0.0727104 0.0784474 0.0685758 0.116185 0.0675302 0.154969 0.0452062 0.100149 0.126585 0.0430013 0.374037 0.385785 0.321436 0.204569 0.15333 0.217277
threshold=37.041406607950009 37.765550062200006 92.773313165550022 36.558960102350007 -0.09715 0.090465000000000031 89.861713010250014 89.576736448400013 91.886121982450007 93.72771580185001 35.374259656300005 61.076391807500009 35.887362732750006 0.048475000000000011 81.90387694410002 55.855406118200008 89.057864029250013 -0.10040499999999999 0.092895000000000019 -0.086715 96.631250582750013 97.722764583650005 0.10821500000000002 0.088145000000000015 0.088890000000000011 62.020040611300011 0.088075000000000028 75.499969677400017 39.746231405950006 40.371455563000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 7 10 -8 -10 11 14 20 -14 15 -1 17 -12 19 -4 -11 -22 -23 26 25 -25 28 -27 -3 -30
right_child=1 23 18 4 5 -7 8 -9 9 12 16 -13 13 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 27 -28 -29 29 -31
leaf_value=0.10076481418616967 0.056150657007642026 -0.014129898577848863 0.043293176321634638 -0.092893542603697837 -0.062799234701599732 0.015726980679910966 -0.044853665733917462 0.094082931892330399 0.067314572787177687 -0.02501435825344453 0.060251096033283227 -0.10203804241122175 -0.10813363041247254 0.034035734011202766 0.10088137757441223 -0.072490615981248605 0.071433165786127337 -0.10932025215820113 0.021764551101380675 -0.077484874782075303 0.060079239223120487 -0.10126094791625424 0.0040145625945939038 -0.12584335242722045 -0.00026403482872166916 -0.04632849774847847 0.052747820109003363 0.018488662561597848 0.031269414023139895 0.00092688542641911715
leaf_weight=0.041171292774378143 0.77292005351046045 6.0858251621657464 0.19187214247813245 0.28384045448117934 0.36198018896419604 0.64369189149874728 1.1528905664454212 0.42320699431002129 0.64711016777437214 0.7388988140155569 0.10083454890263965 0.36717295133274774 0.21852341250837515 0.12637591160091688 0.12823596806265414 0.071553037898354432 0.31366778165102005 0.067423838918330148 1.3918953020345268 0.23802282669191743 0.27216052764561016 0.12759324202983169 1.0893769307091217 0.43225377086491734 46.88225171350598 1.2975445612873957 1.2144778546062287 0.7794073816785384 2.5323254084469218 34.678583015340735
leaf_count=2 38 245 21 41 25 26 23 11 22 19 44 55 52 13 8 72 8 8 28 42 9 230 37 15 1215 38 12 82 128 2064
internal_value=-1.25214e-05 0.000419452 0.024495 -0.0058216 -0.0302251 -0.0125376 -0.000475423 0.0233668 -0.00872609 0.00420889 -0.00408823 -0.0420423 -0.0116626 -0.0560408 0.0493787 -0.00921102 0.0438052 -0.00769887 0.0110647 -0.0235788 -0.0047929 0.00524088 -0.00702305 -0.000245803 -0.00227727 -0.0398928 0.0020084 -0.0220049 0.000585155 0.00299179
internal_weight=103.673 96.4974 2.59471 7.17571 1.28951 1.00567 5.8862 1.51327 4.37293 3.22004 1.09006 0.608133 2.57293 0.344899 0.24096 0.112724 0.481926 0.168258 1.82179 0.429895 2.22803 1.48913 1.21697 93.9027 49.3915 2.50921 44.5112 2.07695 43.2967 37.2109
internal_count=4633 3928 129 705 92 51 613 208 405 382 197 137 360 65 82 74 60 52 91 63 295 276 267 3799 1350 135 2449 120 2437 2192
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=31
num_cat=0
split_feature=2 2 2 2 4 4 1 1 3 0 2 4 2 3 2 3 2 2 1 0 3 2 0 0 0 4 2 3 4 0
split_gain=0.0310766 0.0298531 0.0656451 0.20032 0.155834 0.121562 0.239283 0.289481 0.126818 0.059831 0.0424955 0.231158 0.17514 0.116102 0.0480385 0.20255 0.150118 0.259952 0.135573 0.324428 0.129964 0.189128 0.10634 0.211366 0.125537 0.107055 0.196 0.119682 0.110597 0.089235
threshold=-0.69416999999999995 -0.63026499999999996 -0.58319500000000002 -0.51760499999999998 49.960114208400007 39.852039223600009 75.629015667650023 78.27445846800002 0.10052500000000002 98.031937268650012 -0.27494999999999997 41.808689985400001 -0.47573499999999996 0.095830000000000012 -0.16164499999999998 0.089505000000000015 -0.26416999999999996 -0.24150999999999997 72.04530097975001 93.72771580185001 -0.20885999999999996 -0.21563499999999999 89.237990724000014 86.420486603250012 85.990333302400003 48.109449608500007 -0.22386500000000001 -0.25098999999999999 48.914776625700007 90.321439350550008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 8 -7 -8 9 -3 11 12 -5 -14 15 16 -12 -18 19 22 -20 -22 23 24 25 26 -19 -27 -29 -17
right_child=1 2 3 10 -6 6 7 -9 -10 -11 14 -13 13 -15 -16 29 17 18 20 -21 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.036323468058531733 -0.018544572278553974 0.062638486960599704 -0.10410572940800658 0.092422374452687348 0.10148043947395254 0.065806960018670965 -0.10927891735617024 0.058967265641943135 -0.10874414739389582 -0.044383561763206583 0.091620064889120501 -0.11693977799645944 -0.10491938710702142 0.032709806578235544 -0.00034487344631148136 0.074551163776317639 -0.078198902028613224 -0.10426587459739285 0.075630606615791351 -0.10961332846312598 -0.10156167406400499 0.067069814002962538 0.045765786220134025 -0.10570442758028074 0.10172536501295303 -0.028623252467602806 0.06728900496124561 0.068559213713456094 -0.006162383830321673 0.015454139817862218
leaf_weight=0.23485627413356169 0.86954150818723874 0.11931660230038588 0.28906292264332378 0.17321173115124111 0.042260434478521347 0.8285183217958545 0.21075762889813632 0.19866201630884461 0.13304678694112226 0.092916169773388901 0.16934516012770418 0.19263805668015266 0.12775995769530268 0.11781868096102244 94.622531726387194 0.59031808129657271 0.42650118046981322 0.22486584109884733 0.45451019881511456 0.27034462693700323 0.12561409697445924 0.14134860214585376 0.52395678224274878 0.18821708294854023 0.12668584342463862 0.47237524564116029 0.094618185125455834 0.43916381010785677 0.36084236216265708 0.45049647595351416
leaf_count=19 53 9 164 26 1 27 17 66 10 43 13 15 28 16 3463 22 162 185 26 24 36 38 29 14 4 26 11 17 32 37
internal_value=-1.1217e-05 -9.40037e-05 6.29662e-05 -0.000254924 -0.0778831 0.0202671 0.0349012 -0.0276411 -0.0322006 0.0157839 1.52422e-06 -0.0262812 0.0154205 -0.0388905 0.000162737 0.00965661 -0.000526626 -0.00458077 0.00459317 -0.00569301 0.0431028 -0.0122764 0.00586499 -0.00509927 0.00591909 -0.00170549 -0.0534583 0.0112892 0.0348561 0.0489722
internal_weight=103.312 103.077 102.208 100.624 0.331323 1.58322 1.23794 0.40942 0.34528 0.212233 100.293 0.611428 0.41879 0.245579 99.6817 5.0592 4.01839 3.84904 3.42254 2.70107 0.721473 0.266963 2.43073 1.90677 1.71855 1.59187 0.319484 1.27238 0.800006 1.04081
internal_count=4633 4614 4561 4389 165 172 110 83 62 52 4224 85 70 44 4139 676 617 604 442 342 100 74 318 289 275 271 196 75 49 59
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 3 0 4 3 4 4 0 1 0 3 3 3 1 1 1 2 2 2 2 2 2 2 4 3 2
split_gain=0.0246786 0.173991 0.215768 0.348425 0.141316 0.87656 0.315595 0.250887 0.498832 0.218814 0.0997876 0.0852882 0.286216 0.135226 0.11418 0.1045 0.0940433 0.0912255 0.26797 0.416545 0.401433 0.368774 0.433184 0.295238 0.305966 0.594049 0.293635 0.284462 0.220376 0.481376
threshold=-0.079369999999999996 -0.077085000000000001 94.75470680765001 62.095317438950012 -0.084729999999999986 0.095235000000000028 86.866770652900016 43.067541470150012 0.079745000000000024 39.746231405950006 42.876019054300009 102.21786657775002 80.677940036650014 100.53758024625002 0.086375000000000021 0.085715000000000027 0.080110000000000028 62.186725015400008 69.873026810350026 70.077349628250019 -0.086800000000000002 -0.087660000000000002 -0.088274999999999992 -0.095074999999999993 -0.13006999999999999 -0.14314999999999997 -0.092084999999999986 38.983591653800012 0.083555000000000032 -0.16533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 11 6 10 8 -8 -10 -6 13 -13 17 15 16 -14 -1 20 -20 23 22 26 24 25 27 28 -19 29 -21
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12 12 14 -15 -16 -17 -18 18 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035665950375431419 -0.0036301557105354906 0.00025936974719911163 -0.0072363844697417553 0.097729769993556773 -0.0044970109469097408 -0.11540797122109953 0.063320451505498324 0.0060538782233865137 -0.006267556313380729 -0.10648387036368621 0.022828113166175237 -0.10577128119736255 0.01136532254198928 0.047206686509795093 -0.10138424081080316 0.09684645814303644 -0.1015545722201437 -0.039490359611352242 -0.11390997852339438 0.017784042564983598 0.10550838735452542 -0.10465486411933872 0.1033465398646507 -0.018635521809295379 0.045884979197448945 -0.093559534923937898 -0.052185800784504292 0.034402283719721254 0.010987380037751251 -0.10469196377833048
leaf_weight=22.134384777290563 0.6004642024636262 47.641558391268489 1.0085896652781228 0.77925562746531796 2.4464691880857554 0.76474669091476233 0.27934466995793661 1.0322421413929985 0.27970951373640651 0.98547286820576119 2.9455158753262367 0.32478818290337486 0.69808688607420755 0.63911965349325228 0.096205670778047647 0.12821854563770785 0.082466983770132174 0.64857620798124971 0.3426012919517224 0.76395821059849456 0.49339755252003925 0.33663396019255998 0.40271628275513727 2.244501929730176 3.1937426381045952 0.53695389452332198 1.0577062298543758 2.6482052885367011 6.8701842012160341 0.55335085904334758
leaf_count=712 5 1757 24 81 35 36 13 31 19 79 39 109 333 118 160 12 84 49 10 90 5 27 5 44 80 14 33 199 247 183
internal_value=-1.2677e-05 0.00157975 0.0279186 0.0536172 -0.00151788 -0.0131416 -0.00332724 -0.0321149 -0.057624 -0.0843278 0.0104301 0.000779072 -0.0241624 0.00155279 0.00221185 0.0131789 -0.000564877 0.000861806 0.00574023 -0.00548978 0.0176163 -0.00176954 0.00182032 0.0129392 0.0230238 0.00397906 -0.00260211 0.0198654 0.00380339 -0.0336634
internal_weight=102.959 50.0299 2.38831 1.37972 52.9293 8.7335 7.96875 2.57677 1.54453 1.26518 5.39199 44.1958 1.32977 42.866 1.00498 0.908772 0.780554 42.2269 20.0925 10.3272 9.76538 9.98455 9.64792 9.27198 7.02748 3.83374 9.2452 3.29678 8.18749 1.31731
internal_count=4633 1867 110 86 2766 252 216 142 111 98 74 2514 698 1816 589 429 417 1698 986 595 391 585 558 386 342 262 553 248 520 273
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=31
num_cat=0
split_feature=4 4 3 3 3 3 4 2 4 1 0 4 2 0 4 4 1 1 4 1 0 4 3 3 2 1 3 3 1 3
split_gain=0.0245668 0.111759 0.111738 0.282211 0.102046 0.243367 0.0825492 0.177136 0.121551 0.0800678 0.133281 0.275856 0.207583 0.203254 0.170191 0.130797 0.116181 0.113173 0.0968561 0.640207 0.805161 0.289085 0.345888 0.283636 0.197955 0.154603 0.116979 0.229271 0.305373 0.193132
threshold=42.154118731400011 42.320906304050006 -0.25420999999999999 -0.55393499999999996 0.083905000000000021 0.093635000000000024 42.027798546600003 -0.085550000000000001 42.081757894750005 58.309968391300011 85.662341410450011 41.289992964000007 -0.098419999999999994 85.799452775150016 37.995872310650007 41.16018805045001 57.492677119650004 60.87206898960001 41.444941515100005 61.987779113750001 86.538778761000017 41.835830569250014 0.098950000000000024 0.094235000000000027 -0.087660000000000002 77.209829048350016 0.089965000000000031 0.090850000000000028 61.923256118600001 0.079025000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 -2 -6 9 -8 -9 16 11 12 14 15 17 -12 -1 -11 26 -20 23 22 25 -21 -23 -22 29 -28 -29 -15
right_child=1 2 -4 -5 5 -7 7 8 -10 10 13 -13 -14 18 -16 -17 -18 -19 19 20 21 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.015123609760158141 -0.07476812678884863 0.033393828090303931 -0.00031045035448661404 -0.0938699038251226 0.071327272027148891 -0.059601148468651492 -0.011375717914533725 0.061506787767035935 0.010451777646087361 -0.10805404704821325 0.002111876894081626 -0.10835270232939971 0.0015926309092718 0.0070313686837097369 -0.10699057787252629 0.03730311346112912 0.076220273145751583 0.048209174197054921 -0.099195338211180817 0.078669895479783411 -0.079221091880783606 0.012113654050395963 0.036558180024719271 0.013430345468018294 -0.046216398958846702 -0.010854535947389374 0.048228914944485834 0.036009320679377455 8.3115548405986563e-05 -0.011431201646628043
leaf_weight=0.24138532158417447 0.39576870637461325 0.30077218137876116 28.583115842534365 0.41421366875133614 0.23036856307589915 0.36996921686295536 1.3149222710253528 0.95373674093570915 0.9124408303432574 0.064862877987196366 1.8689526859670937 0.31411513533748792 2.6725325301922558 9.4593752319647439 0.35894930481845222 2.4285578336566687 0.32906505805294728 0.1623682573845997 0.74011102737858792 1.2081999909132703 1.6678024634165929 2.2120784061266936 0.39366495975264104 1.4860859923064706 0.78944866175334016 0.41260600094346944 1.2038030311546233 2.6238792371004847 24.069738006388285 14.128441251127581
leaf_count=115 22 36 1820 95 27 24 23 23 24 29 20 42 83 497 110 25 24 71 24 30 43 35 32 11 40 60 31 21 715 481
internal_value=-1.79327e-05 -0.00240712 -0.00128718 -0.040334 -0.0353475 -0.00935978 0.000987086 0.0167363 0.0365442 0.000259274 -5.24926e-05 -0.0188546 -0.0102276 0.000985902 -0.0641189 0.0219987 0.0375682 0.00360401 -0.000509297 -0.0101357 -0.00206779 -0.0240889 -0.0493971 0.0426857 -0.00322806 -0.065662 0.00115664 0.00553968 0.00361452 -0.00402719
internal_weight=102.311 30.2942 29.2981 0.714986 0.996106 0.600338 72.0171 3.1811 1.86618 68.836 68.2656 3.57283 3.25871 64.6927 0.58618 4.29751 0.57045 0.227231 60.3952 8.91 8.16989 5.4756 2.47407 2.69429 3.00153 2.08041 51.4852 27.8974 26.6936 23.5878
internal_count=4633 2024 1951 131 73 51 2609 70 47 2539 2400 335 293 2065 210 45 139 100 2020 275 251 210 135 41 75 103 1745 767 736 978
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=31
num_cat=0
split_feature=2 2 2 2 4 4 4 2 2 2 0 4 4 2 0 0 1 0 1 2 3 3 2 3 3 2 3 1 0 4
split_gain=0.0235019 0.182399 0.154217 0.126045 0.614239 0.117649 0.154076 0.383886 0.205881 0.527221 0.412501 0.363566 0.3531 0.270514 0.20721 0.261503 0.239017 0.179342 0.370678 0.131558 0.13142 0.11195 0.111358 0.261058 0.285375 0.377168 0.241765 0.179935 0.519261 0.177005
threshold=-0.070854999999999987 -0.072755 -0.068964999999999985 -0.064729999999999996 41.741384785950011 39.262923716450011 38.396531328800009 -0.088039999999999993 -0.102645 -0.10040499999999999 89.237990724000014 36.859113051050009 38.110427674550003 -0.11051999999999999 90.321439350550008 89.237990724000014 70.940344688150006 87.842680954300008 78.290589216800015 -0.14510999999999999 0.093955000000000025 0.10487000000000003 -0.079369999999999996 0.082535000000000011 -0.24665999999999999 -0.078504999999999991 0.092385000000000023 70.816675614150014 86.420486603250012 39.522095559600011
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 -4 6 8 17 12 -10 -11 20 13 14 15 19 -16 -8 -19 21 -12 -1 29 24 -24 -26 27 28 -25 -7
right_child=2 -3 3 -5 -6 22 7 -9 9 10 11 -13 -14 -15 16 -17 -18 18 -20 -21 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=-0.082980584361384918 0.039189069021413878 -0.050971994193312192 -0.10293995004871687 0.0018380881397417658 0.038808852829687462 0.060025239916157339 0.050931511635254348 -0.10952368357175668 0.10797835936361584 0.032065285928243113 0.032206116583511628 -0.11848120203845343 -0.12088103745183248 -0.081456690217682648 -0.083986750548928651 0.090263335399955735 0.0079947301387964104 -0.071202227021746167 0.064536444473005591 0.039847554704533383 -0.051257441441083997 0.10027107102056132 0.0070457004339641487 0.10475917728251904 0.054208843706319315 -0.12231578512977388 0.0093903911494009271 0.097205527202585046 -0.041899880371503981 -0.0013313799783108292
leaf_weight=0.24558216802557808 1.0766297462105274 0.72913569852016635 0.60042773235909297 38.385123189236396 0.62279086885973811 0.47512032622216693 0.3666193754179401 0.52570196172018757 0.49825444013151843 1.4392193835956266 0.42212237233030669 0.44924684796069414 0.32795342690360474 0.45437490826404303 0.43675585859455146 0.47898172016721219 0.79990822377206428 0.68258467864507111 0.28525841643681815 0.26498001063009791 0.34109617433378503 0.0385732795111835 1.5959401708096268 0.47271593660116173 0.16720132692717027 0.43840294680558034 2.8740581448510056 0.6731708381412318 0.49339541513472795 45.199439403130157
leaf_count=155 16 34 35 1572 11 26 16 20 13 27 27 44 18 19 24 14 225 33 42 17 38 10 8 22 59 10 28 13 18 2039
internal_value=-1.64889e-05 -0.00125521 0.00184612 0.000831063 -0.0307698 -0.000655507 -0.0119051 -0.0371453 -0.0043288 0.0135982 -0.00413591 -0.0471074 -0.0228608 -0.0110387 0.00308898 0.0362629 -0.0244906 -0.00863232 -0.0311951 -0.0108388 -0.00509526 -0.0581047 0.00107462 0.0130989 -0.0151327 -0.0735791 0.0268698 0.0575154 0.02986 -0.00069313
internal_weight=101.861 61.1758 40.685 39.6083 1.22322 60.4467 8.05721 1.86016 6.19705 3.14994 2.65168 1.21247 3.04711 2.71916 2.26478 1.02812 1.23666 1.33446 0.967843 0.549135 0.763219 0.284155 52.3894 6.71488 2.20154 0.605604 4.51334 1.63928 0.966111 45.6746
internal_count=4633 2999 1634 1618 46 2965 742 111 631 149 136 109 482 464 445 196 249 91 75 182 65 165 2223 158 77 69 81 53 40 2065
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=31
num_cat=0
split_feature=1 1 0 2 4 2 2 1 3 1 1 2 2 3 2 2 2 0 3 1 4 4 3 3 2 0 0 1 4 2
split_gain=0.0493694 0.0259506 0.0920846 0.0626713 0.0709976 0.0808565 0.10777 0.0979186 0.113591 0.0737242 0.10067 0.0929948 0.0577159 0.0835827 0.0630287 0.0955959 0.0600301 0.0772723 0.0583597 0.122247 0.0474409 0.101263 0.0831205 0.0830333 0.152 0.123923 0.194474 0.174103 0.0786583 0.174569
threshold=54.884872733100003 81.339300736700025 100.69082235970002 0.70681500000000008 44.749265482150008 -0.18437499999999998 0.28423000000000004 83.602982482550019 -0.15544999999999998 82.49264927465002 83.75622459600001 0.20852500000000004 -0.047144999999999999 -0.15148999999999999 0.022350000000000005 0.23643500000000003 -0.088880000000000001 110.98492854115001 0.074735000000000024 87.313054702550019 44.578137159850009 44.749265482150008 0.092185000000000031 0.087935000000000027 -0.237895 95.746747857800017 95.44832900530001 78.381996793250025 43.895345911700005 -0.102645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 -3 4 5 7 9 -4 -9 -7 -11 -12 13 -6 -14 -16 17 18 -15 -20 28 -22 23 24 -23 26 -26 -27 -2 -30
right_child=1 2 3 -5 12 6 -8 8 -10 10 11 -13 14 16 15 -17 -18 -19 19 -21 21 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.10090661452490422 0.00030781758799685406 -0.10368446026621628 0.077185206933201675 -0.10234928057188193 -0.069780715258028023 -0.10222192079737547 0.0054614341762120721 0.070244474930229478 -0.10102599681174088 0.023411186845795226 -0.10105323728522292 0.033970307586698271 0.10108675452446657 0.10039285071090408 -0.1027294291411161 0.085223555516060118 0.064565051650438132 -0.10130343243941553 0.086210615294039339 -0.10060787341730766 -0.10298828719263289 -0.10278833186450527 -0.067709054555901135 0.046583124633294302 -0.0026752862555004205 -0.10747241454629608 0.10211624443560681 0.01225507929912914 0.080712066493094245 0.0057622511714451926
leaf_weight=0.048480157284500502 92.91351923864147 0.10048366076671245 0.18228840057418061 0.065812006508622178 0.12576610642781816 0.21696471037284915 0.54660466776627459 0.066104144626592642 0.093490751216876333 0.19498493513310677 0.21998484817886776 0.06640572440574033 0.15050504356622685 0.065241061151027679 0.048857903944735881 0.060656478968212468 0.19419470684078988 0.067166284779659691 0.065290752274449915 0.075564968596154358 0.11535720622941825 0.16307906649240189 0.21782035444994097 0.29639719954866439 2.2720290291053979 0.25187198556341162 0.1920667029917239 0.23456790836826258 0.38701280984514586 1.5772437367850205
leaf_count=137 2617 20 25 19 22 66 65 30 157 86 448 11 5 8 46 6 18 49 13 77 30 151 32 24 267 58 4 48 27 67
internal_value=-1.7785e-05 3.05331e-05 -0.00981846 -0.00605452 -0.00345732 -0.0159654 -0.0277947 0.0271099 -0.0300858 -0.0538249 -0.0320115 -0.0697452 0.0198048 0.00258592 0.059089 0.00137166 0.0220556 -0.00815373 0.0222035 -0.014012 0.000290823 -0.0107513 -0.00781838 -0.00399276 -0.00880728 -0.00361285 0.00549281 -0.0497382 0.000726466 0.0205294
internal_weight=101.276 101.227 2.60637 2.50588 2.44007 1.58683 1.24494 0.341883 0.159595 0.69834 0.481376 0.286391 0.853243 0.593224 0.260019 0.109514 0.467458 0.273263 0.206097 0.140856 98.621 3.74319 3.62783 3.41001 3.11361 2.95054 2.4641 0.48644 94.8778 1.96426
internal_count=4633 4496 1171 1151 1132 888 676 212 187 611 545 459 244 187 57 52 165 147 98 90 3325 614 584 552 528 377 271 106 2711 94
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=31
num_cat=0
split_feature=3 3 1 3 3 2 0 2 0 4 4 1 3 2 4 4 4 1 4 2 4 1 4 4 2 0 0 1 2 2
split_gain=0.0238688 0.239008 0.388922 0.186226 0.161873 0.12703 0.125141 0.210671 0.176593 0.104161 0.346222 0.230673 0.169189 0.266826 0.449041 0.305059 0.502236 0.289052 0.144984 0.294095 0.215706 0.220358 0.181214 0.252979 0.151556 0.26404 0.14424 0.321984 0.236247 0.700691
threshold=0.088145000000000015 0.088890000000000011 62.020040611300011 0.088565000000000019 0.088075000000000028 -0.24150999999999997 87.727077254650013 -0.26416999999999996 87.525442894850016 41.243661560350013 41.087689990200012 62.036171360100006 0.10249000000000003 -0.075639999999999999 40.636252116050009 40.250747516500006 36.558960102350007 65.907551067950024 36.257608591500009 -0.054875 37.500638522700008 70.182199495350019 38.171717059500004 39.198779702000003 0.039090000000000007 101.11291028615001 90.767723400200012 67.606656606400023 -0.13006999999999999 -0.079369999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 7 -1 -9 10 12 -12 18 14 15 16 17 -14 19 -3 21 -20 -22 -24 -25 -26 -11 -28 -29 -30
right_child=1 9 3 -5 -6 -7 -8 8 -10 26 11 -13 13 -15 -16 -17 -18 -19 20 -21 22 -23 23 24 25 -27 27 28 29 -31
leaf_value=0.077108215986669212 -0.1227633574340066 0.0094252780681004233 -0.00038578958329273268 -0.074946247909714631 0.03723293647632013 0.0015014586749600087 -0.059922768622695882 -0.10609073417622097 0.098831247229117125 -0.0011949663451117493 0.010365162657060008 0.08134049662828112 0.077227880394648979 0.0013826633770185857 -0.10557355893465761 0.035987175292127582 -0.090919711675291282 -0.030368140600389493 0.093482420621245746 -0.11705728118975306 -0.033825447941235015 0.010014270825238768 0.037918203329150864 0.0067881794655555551 -0.085259017083052058 0.0097098501572489282 -0.11448258124278353 0.028250309335946841 -0.11033904079355053 0.0010232262996618994
leaf_weight=0.22438339737368551 0.39334070462791659 0.53986283195706619 1.749181796818448 0.4143304494627954 1.2432134365894842 44.584637423824617 0.67210369915687806 0.18043206031234749 0.05483252622798318 16.151266720371499 0.91586048528551944 0.91578851215308532 0.40523785131517776 8.6346547078226177 0.66157766257856554 0.85088289287523355 0.89417043729929435 0.65043053529662842 0.59417955833487457 0.27875711198350472 1.0549046497371808 0.67629542766826489 2.5096087669483031 10.296166809042004 0.51061299632419721 0.68616706151306062 0.34498047888700867 0.99982388894528673 0.76460203060196397 2.1643495228336178
leaf_count=93 15 79 110 30 17 2483 244 88 7 345 9 31 21 173 18 15 72 42 19 49 37 30 77 179 35 14 19 83 76 123
internal_value=-1.94308e-05 -0.00145213 -0.0312944 -0.0146647 0.0016298 0.000661611 -0.0324236 0.00778596 -0.0583301 2.94631e-05 0.00367552 0.0458514 0.00103386 -0.00802184 -0.0314758 -0.0139727 -0.0357745 0.0109346 0.00742268 -0.0336447 0.00948164 0.0490509 0.00614298 0.00915406 0.00287311 -0.0308092 -0.00551774 -0.0218543 -0.0137207 -0.0280479
internal_weight=101.017 54.057 2.55685 2.16351 46.9596 45.7164 1.13175 0.459648 0.235265 51.5002 31.0752 1.83165 29.2435 12.097 3.4623 2.80072 1.94984 1.05567 17.1466 0.81862 16.3279 1.27047 15.0575 14.0026 11.4929 1.19678 20.425 4.27376 3.92878 2.92895
internal_count=4633 1701 155 140 2932 2915 432 188 95 1546 900 40 860 341 168 150 135 63 519 128 391 49 342 305 228 49 646 301 282 199
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=31
num_cat=0
split_feature=0 0 0 3 3 4 4 4 4 4 2 2 3 2 1 2 3 4 0 4 4 3 4 3 2 4 4 1 4 2
split_gain=0.0242178 0.0797486 0.0744216 0.0759701 0.0802429 0.0852955 0.359173 0.159084 0.10094 0.208188 0.100697 0.230985 0.112187 0.0971861 0.134092 0.0806137 0.205608 0.147888 0.206866 0.122872 0.111937 0.128921 0.0687493 0.119252 0.0646916 0.0604876 0.0495461 0.449507 0.325496 0.151607
threshold=85.705356740550016 85.769879735700016 85.683849075550015 0.11768500000000003 0.11071500000000002 42.498713093000006 42.759119507950011 43.022303514600004 43.067541470150012 43.564719632750005 -0.088039999999999993 -0.23265499999999997 1.0000000180025095e-35 -0.23353499999999996 55.887667615750004 -0.093604999999999994 -0.08138999999999999 41.559097512700014 85.307464937250003 41.772405911750006 38.983591653800012 -0.249005 39.476991512000005 -0.11223 -0.085550000000000001 36.952388736350009 38.474425342400004 64.730006406800015 38.751720283100006 -0.102645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 15 -7 -8 -9 -10 11 12 13 14 -11 16 22 20 -19 25 -17 -22 23 -1 -12 -18 27 -3 -28 -29
right_child=1 26 -4 -5 -6 6 7 8 9 10 24 -13 -14 -15 -16 17 19 18 -20 -21 21 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=-0.10136048362370187 0.017705599571426769 0.077606427155351404 -0.032695990078371422 -0.052655145400518161 0.052798249421140177 0.08359202300247516 -0.11222847718658502 0.085573860368636109 -0.10576564053218059 -0.10284751565670387 0.1021847722522865 -0.10469730925437835 0.08848140551567657 0.04334097141220962 0.0015469589514446767 -0.0093498550003381694 -0.035109442005882958 0.055091149738119738 -0.089256449461732348 0.0064952666322085975 -0.0031035875440179128 0.066759130366064165 0.084695860725818431 0.073491434284014709 0.010368944281121841 -0.10785732341650885 -0.056011864610605436 -0.021559092421769108 -0.00021975019075121647 0.0067696357932050671
leaf_weight=0.07551090148308448 2.6017710375599554 0.81527279829605603 0.87790191778913129 0.28466415218281316 0.27696364128496487 0.55561351229596345 0.13375736854513354 0.13012825422060847 0.18652905054284463 0.1599978876055278 0.15716924518346786 0.20224638740910461 0.16117949830368172 0.33047628495842207 0.53266651629928674 1.797665497502748 0.16092460239022432 0.13362697642287447 0.38627802050905302 0.18940140111953951 0.53077189836403704 0.52580680539540459 0.14431510883878218 0.080681702358674556 0.14995383695463615 0.39444232752839525 1.0602450821884293 2.4038228544926019 76.142300301600301 8.8231800634693567
leaf_count=105 38 31 17 32 21 24 30 6 82 63 3 25 67 13 38 58 27 55 27 18 13 34 72 34 54 62 49 301 2792 442
internal_value=-2.63515e-05 0.000447738 -0.005114 -0.00196141 -1.02947e-05 -0.00206476 0.0119399 -0.0066277 0.000398392 -0.00549653 0.00554629 -0.00592937 0.0109372 -0.00127862 -0.022567 -0.0106199 -0.0348853 -0.00310269 -0.052156 -0.0630575 0.00583244 0.0316636 0.0349358 -0.0110403 0.0573554 -0.0867777 -5.53836e-05 0.0059105 -0.00098596 0.000704148
internal_weight=100.405 91.8466 8.55867 7.68077 7.39611 7.11914 2.69972 2.1441 2.01035 1.88022 1.69369 1.38657 1.18432 1.02314 0.692664 4.41943 1.04528 3.37415 0.519905 0.744768 2.85424 1.05658 0.300508 0.156193 0.307123 0.555367 89.2448 12.0423 77.2025 11.227
internal_count=4633 3653 980 963 931 910 405 381 351 345 263 206 181 114 101 505 318 187 82 107 105 47 211 139 57 89 3615 774 2841 743
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=31
num_cat=0
split_feature=0 0 0 4 1 1 3 3 1 3 1 2 3 0 1 3 3 2 3 0 3 3 2 1 4 3 3 3 0 3
split_gain=0.0252603 0.153717 0.134408 0.329743 0.103501 0.320673 0.245852 0.245135 0.212774 0.239039 0.128421 0.298158 0.123674 0.168285 0.109707 0.0942344 0.138825 0.225101 0.112835 0.309169 0.127853 0.185721 0.162175 0.195288 0.150974 0.133409 0.127265 0.207749 0.411835 0.160641
threshold=87.261973998100004 86.904409066750006 87.727077254650013 41.444941515100005 62.132955852800002 62.154463517850012 0.098085000000000019 0.080375000000000016 63.910026677050006 0.080545000000000019 62.111448187750007 -0.078549999999999995 0.082855000000000026 85.990333302400003 64.108972578700019 0.42293500000000012 0.11636500000000001 -0.088274999999999992 0.092015000000000027 86.780739992750014 0.10307000000000002 0.10646500000000002 -0.08725999999999999 62.009286778800011 41.444941515100005 0.096480000000000024 0.08846500000000003 0.090235000000000024 85.799452775150016 0.08674500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 10 -6 7 14 12 -10 15 -12 -9 -14 -7 16 18 -18 19 26 22 -22 25 24 -24 -20 29 28 -28 -1
right_child=2 -3 -4 -5 5 6 -8 8 9 -11 11 -13 13 -15 -16 -17 17 -19 20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0012482828340011189 0.073979651414441919 -0.028761119371395989 0.00050283538339025409 -0.010829197479731018 -0.081700541394678819 -0.067008602690036195 -0.059819535347061685 0.0089573007161739306 0.10304655940989499 -0.09046827736637747 0.0013625722519651998 0.077997612586220719 0.0067609380382002487 0.093994320517755553 0.0088004288764696147 0.024831665312224655 0.0001170757961797329 -0.05490796264394996 -0.018167837127899138 -0.060324667605610262 -0.022172895436960577 0.013021462487085798 0.083730719041107862 0.011690309169680349 0.024447556939156078 0.020180277975929663 0.018248532975330561 -0.0050785976783943223 -0.11826820463661902 0.030898665698163359
leaf_weight=11.919138065743175 0.84466984355822106 2.014302981842774 52.286127550799279 1.0026460576277711 0.62348779017338429 0.49226787491773016 0.63708947771738156 0.65349522861652054 0.084342889487743267 0.26248870825884296 1.8035835487826264 0.70656992588192125 0.33155549896036973 0.66409500641748309 0.31180852621082522 1.4202893394976843 1.8819645996518377 1.2289482261694491 1.9448424626025365 0.94586663879454036 2.8789420989342025 3.1290211942832684 0.87401319050695636 2.7721100050257519 0.84478286490048049 1.7003055279492398 0.38768611694103938 3.1261777013351093 0.51389984856359661 1.7875793064740708
leaf_count=729 28 41 3011 40 15 14 32 4 1 90 15 66 32 29 50 12 35 35 27 17 33 49 24 23 21 25 41 40 18 36
internal_value=-2.41657e-05 -0.00174878 0.00143944 0.0279489 -0.000510095 -0.0157195 -0.00375075 0.00900645 0.0277862 -0.0434091 0.0010391 0.0229342 0.0427593 0.0649453 -0.037611 -0.000432164 -0.00143068 -0.0216202 0.000482776 -0.00461895 0.00722075 -0.00384324 0.0153908 0.0281105 0.0545932 -0.000280083 -0.00164789 -0.0172751 -0.0595654 0.0029442
internal_weight=100.074 45.9407 54.1334 1.84732 43.9264 4.06063 3.43714 2.80005 1.99598 0.346832 39.8657 2.51015 1.64915 0.995651 0.804076 37.3556 35.9353 3.11091 32.8244 18.6803 14.144 6.00796 8.13605 4.49091 1.7188 3.64515 17.7345 4.02776 0.901586 13.7067
internal_count=4633 1554 3079 68 1513 267 252 220 156 91 1246 81 65 61 64 1165 1153 70 1083 881 202 82 120 68 45 52 864 99 59 765
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 2 4 0 0 4 0 4 0 3 2 2 4 0 2 1 3 1 0 3 3 4 4 2 0 0
split_gain=0.0226646 0.0661871 0.0914456 0.05912 0.267791 0.120947 0.210175 0.197989 0.107307 0.0824572 0.130343 0.0976465 0.162416 0.146561 0.0878525 0.256516 0.180275 0.151251 0.13748 0.0923316 0.0780194 0.0667909 0.147191 0.118718 0.120265 0.0640442 0.0622188 0.0608793 0.0590047 0.381418
threshold=85.705356740550016 85.799452775150016 61.950140699950005 0.099855000000000027 0.096915000000000015 -0.093604999999999994 38.983591653800012 83.479313408550013 85.683849075550015 40.767054867700004 85.662341410450011 37.995872310650007 84.546631286350006 -0.23921499999999998 -0.082654999999999992 -0.083004999999999982 41.404176814550006 67.058211147750015 -0.08725999999999999 55.782817748650011 0.096715000000000009 61.993156030000002 84.546631286350006 -1.0000000180025095e-35 -0.225495 41.444941515100005 48.96897326980001 -0.26416999999999996 86.09518316945001 86.103248543850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 8 7 -7 -5 9 11 14 12 20 -13 15 18 -16 -18 19 -11 27 23 -23 24 26 -8 -21 -1 -3 -30
right_child=1 28 -4 5 -6 6 25 -9 -10 10 -12 13 -14 -15 16 -17 17 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.052176939307115935 -0.0021105182259208767 -0.0082195121127990687 0.028099254810187907 0.024701211627030838 -0.11072872294900504 -0.0051933994459187269 0.084757770734024698 -0.10337079252515367 -0.040031450966262212 -0.074091192995107441 0.077140155292907325 0.05598948641386095 0.099973131615550104 -0.092211644252890246 0.0081495938173043094 0.10499958336924818 0.10042941695308863 -0.1068705986255941 -0.083935609339793202 0.050748121684017961 0.10106869020526264 0.043111007591600858 -0.10262754098604704 0.054299023152033478 -0.054183614410532245 0.027886674021567522 -0.0090424705792280461 -0.10116651686915999 0.1031749313615624 0.0002278680254217035
leaf_weight=0.031940644219048409 2.0026796180754891 8.1873396564369596 2.0053253881633282 0.24276460841065306 0.2571686901464999 1.5777646189089867 0.41891657191445109 0.24007969361264259 0.79385066730901588 0.13039492399809782 0.2410549295018426 0.083436099259415641 0.12504524254472926 0.33325132901154575 0.59916811648872714 0.25957079976797093 0.039824025603593327 0.30290544095328187 0.17961708319489877 0.35874927320128336 0.030755626037716866 0.13363731392018952 0.14394411155080888 0.63711137203790691 0.29778647549028392 0.37551268655442982 0.33803750342485728 0.13668254088659448 0.36154225282370944 78.867627607897333
leaf_count=12 17 148 40 20 14 18 15 21 13 73 15 8 9 111 26 2 4 183 11 25 1 75 44 35 37 30 17 161 22 3426
internal_value=-1.58578e-05 0.000438603 0.0130043 -0.00501634 -0.0111194 0.00664216 0.015928 -0.0389787 -0.00619005 -8.84074e-05 0.00606816 -0.0305078 0.0106295 -0.0625363 0.00105982 0.0109384 -0.0249382 -0.082783 -6.3192e-05 0.0073228 -0.0454045 0.012883 -0.032464 0.0205974 -0.00099137 0.0578758 0.0217415 -0.0721202 -0.00013753 0.000697641
internal_weight=99.7335 91.4245 4.00801 8.30897 5.45393 2.85504 2.37219 0.482844 5.19676 4.40291 3.6618 0.741111 0.324424 0.416687 3.42075 2.47885 0.941898 0.342729 2.21928 2.03966 0.199379 1.90927 0.277581 1.63168 0.994573 0.794429 0.696787 0.168623 87.4165 79.2292
internal_count=4633 3653 57 980 876 104 63 41 862 849 547 302 183 119 532 319 213 187 317 306 174 233 119 114 79 45 42 173 3596 3448
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=31
num_cat=0
split_feature=4 0 4 0 3 0 0 4 2 4 2 1 2 2 2 1 3 2 3 2 2 0 2 2 2 1 0 0 1 1
split_gain=0.0237545 0.089667 0.279722 0.382547 0.134596 0.112776 0.0947781 0.0943857 0.0850436 0.278687 0.204066 0.0941677 0.370289 0.0805885 0.57474 0.491867 0.193618 0.542242 0.293524 0.313545 0.243705 0.235597 0.216545 0.181576 0.179967 0.156178 0.209296 0.247925 0.266286 0.131861
threshold=42.123054668150012 86.393602021950016 42.686561923500008 85.431134011250023 0.096480000000000024 86.474255765850003 85.769879735700016 42.876019054300009 -0.082275000000000001 44.026978245600006 -0.083004999999999982 62.036171360100006 -0.14704500000000001 -0.083834999999999993 -0.08725999999999999 62.245871094250013 0.088145000000000015 -0.160525 0.086555000000000021 -0.095854999999999996 -0.096559999999999993 90.321439350550008 -0.090369999999999992 -0.24150999999999997 -0.082484999999999989 67.254468591300011 92.464140480550014 94.109476856350014 72.04530097975001 75.180043159850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 -3 -5 -6 10 -10 11 -4 -13 14 15 -7 18 -18 19 20 23 -20 -21 -17 -15 -25 -27 -28 -29 -30
right_child=1 5 4 6 7 13 -8 -9 9 -11 -12 12 -14 24 -16 16 17 -19 21 22 -22 -23 -24 25 -26 26 27 28 29 -31
leaf_value=0.00099164750991115043 0.044872712227232853 0.030463017390000742 -0.0034734344090031639 -0.046479036458279471 0.075591152295748365 -0.1150958237118708 -0.10929394149919894 0.0036380364877392096 -0.10679360527442455 0.042863110400405177 0.06149925572941909 0.040041540631532951 -0.086261138625999823 -0.052105439751777852 0.068396406681030586 -0.1037932737277853 0.021340380901852016 -0.1103489575794942 0.10531686024173779 -0.10888249837046388 0.09222295159505739 0.012261055723085572 -0.0043817322088271831 0.059205947932060021 -0.002709827396379164 -0.10848778814781633 0.094506940234150738 -0.10887904652803954 0.035591810072526375 -0.023641667263321627
leaf_weight=69.844085131138527 0.30099633244015123 1.2243921704211995 4.1412659165963523 0.40453812347914209 0.34216699766693626 0.38061223365366892 0.59131296050327364 0.39022014750662493 0.31074526997223095 0.20753007366658949 0.43190299786510866 0.37609982875437709 0.60634986261720758 0.7882746519480851 1.2812831409391954 0.15179754191990902 0.76354189116079851 0.52951096434844636 0.52101218327879883 0.40779349698641454 0.33986662363167841 0.5694244682772478 0.38598111519240452 0.49725452275015447 11.471884354459343 0.1728454991243783 0.27441943448502604 0.22652841223316489 0.7898133766302633 0.71699348467245727
leaf_count=2592 48 20 196 28 12 10 46 32 90 32 14 77 39 17 23 85 64 52 5 31 6 36 16 22 540 9 35 96 28 332
internal_value=-1.44628e-05 -0.00238877 -0.0113532 -0.0539176 -0.00324308 0.000990887 -0.0837771 0.0372541 -0.00812621 -0.0468674 -0.0045121 -0.0100765 -0.0379101 -0.000789455 0.00701226 -0.00467882 0.00194281 -0.032587 0.0107776 -0.00186355 0.0122123 0.0567233 -0.0580679 0.00260228 -0.00588575 0.00863344 -0.00289889 0.00619115 -0.00779089 0.00740637
internal_weight=99.4404 29.5964 8.10313 1.29685 6.80628 21.4932 0.995851 0.732387 6.07389 0.518275 5.55562 5.12372 0.98245 20.2688 8.00868 6.7274 6.34678 1.29305 5.05373 3.96329 3.16952 1.09044 0.793775 2.82965 12.2602 2.67785 2.1806 2.00775 1.73334 1.50681
internal_count=4633 2041 614 122 492 1427 74 44 448 122 326 312 116 1407 850 827 817 116 701 660 613 41 47 607 557 522 500 491 456 360
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=31
num_cat=0
split_feature=4 2 2 4 4 3 3 1 4 4 0 4 3 4 0 4 0 3 3 1 1 2 1 0 3 3 3 4 4 2
split_gain=0.0227298 0.112895 0.152186 0.0422918 0.0399325 0.0969112 0.0877175 0.0343203 0.034197 0.117256 0.14345 0.0762217 0.108763 0.092906 0.0927369 0.0641682 0.0880193 0.0402539 0.0894225 0.0483636 0.254844 0.171835 0.139164 0.113354 0.125071 0.0848835 0.120354 0.041675 0.293749 0.199689
threshold=32.724174661450007 -0.10771499999999999 -0.056184999999999992 30.518512326550006 34.424709467050008 0.10526500000000003 -0.041994999999999998 72.62331947780001 37.041406607950009 37.572218886150004 92.773313165550022 36.558960102350007 0.090465000000000031 36.257608591500009 94.985914206850012 36.016191615950007 91.109157582800023 -0.55393499999999996 -0.57039999999999991 61.076391807500009 58.309968391300011 -0.23557500000000001 57.027573863050009 74.045513828800011 -0.25098999999999999 -0.15544999999999998 0.070640000000000022 38.474425342400004 38.751720283100006 -0.038374999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -2 -4 11 10 -10 13 14 15 -13 -6 -17 18 -11 20 21 -19 23 24 -23 -26 -27 -21 29 -29
right_child=4 2 3 -5 8 -7 -8 -9 9 17 -12 12 -14 -15 -16 16 -18 19 -20 27 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.10467378113175632 -0.019447433244483933 0.070821364612149384 0.096527335397400355 -0.10522239915224721 -0.0015103319764856007 -0.038677608055542267 0.071646086929101446 -0.10075078256276207 0.07995616637778491 -0.025378438713197882 0.0093044831783931897 -0.10542848118374637 -0.0061485899958724334 0.048052959822361928 -0.012671264465911949 -0.091669717470642148 -0.0019705182502498791 -0.10367318384237177 0.081320887695662897 0.0082318651923211968 -0.10508427156311624 -0.064952086103157863 0.071107453530862744 -0.10207317864240084 0.058945250858597892 -0.10138048410683878 0.044102608949335105 -0.016939231296938626 0.00019791618385810097 -0.10616828781330889
leaf_weight=0.12137160825145088 0.14749975249128511 0.17437979951181859 0.022770343966832196 0.097627357490083 3.5968504312650671 0.18350490700350974 0.3730963902298744 0.014392274147837725 0.3954258399317031 0.13809561640948687 1.0517467446860562 0.2734648321102211 0.71357970242365809 0.34607455227023809 0.17790505242314225 0.19693901360005828 0.24609906901423528 0.14128236188184917 0.18214754886935125 5.891524098840363 0.27479024386047957 0.18721251058212807 0.30613679179805331 0.11001297933398746 0.36315948150240707 0.099805964578421724 0.13216118705167901 0.61514323309756946 81.898147524110016 0.42346404440740915
leaf_count=133 31 33 4 23 165 19 59 48 25 38 68 24 39 36 29 27 35 55 14 190 70 50 20 38 30 61 15 32 3202 20
internal_value=-1.93737e-05 -0.0229461 0.00913789 -0.0706629 8.08741e-05 0.0238103 0.0458367 0.0201258 -9.00315e-05 0.000368853 0.0286094 -0.00771289 -0.03045 -0.00167371 -0.0688687 -0.00593351 -0.0418436 -8.14283e-05 0.0353099 -0.000206743 -0.017359 0.000633691 0.0129298 -0.00702908 0.00633608 0.0287616 -0.0184928 0.000105019 -0.000472282 -0.05332
internal_weight=98.8958 0.430541 0.30917 0.13479 98.4653 0.704101 0.520596 0.0371626 97.7612 92.2103 1.44717 5.55091 1.16495 4.38596 0.45137 4.03989 0.443038 90.7631 0.320243 90.4428 1.61456 1.33977 1.19849 0.892352 0.782339 0.595127 0.231967 88.8283 82.9368 1.03861
internal_count=4633 241 108 75 4392 109 90 52 4283 3928 93 355 92 263 53 227 62 3835 52 3783 339 269 214 194 156 106 76 3444 3254 52
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=31
num_cat=0
split_feature=0 0 3 3 3 3 4 0 1 4 1 4 2 2 1 2 1 0 1 1 1 2 2 4 0 1 4 0 4 1
split_gain=0.0225127 0.121179 0.0552777 0.0724649 0.118316 0.158554 0.0721362 0.0515238 0.219924 0.0882237 0.0729778 0.0657491 0.0638987 0.0597538 0.0474564 0.0756191 0.0543011 0.114034 0.0928034 0.0702251 0.101769 0.0504236 0.0675905 0.0434653 0.118579 0.0828751 0.0563437 0.176081 0.120647 0.379389
threshold=85.732241321850012 85.769879735700016 0.11636500000000001 0.11071500000000002 0.10487000000000003 0.10336500000000003 39.656620114300004 85.431134011250023 61.944763783650011 42.720329370750001 61.982402197500001 37.140760352250005 -0.10434500000000001 -0.11334499999999999 55.782817748650011 0.11061500000000003 61.917879202350001 85.216057360850016 61.987779113750001 61.998532946250002 64.108972578700019 -0.237895 -0.59496499999999986 49.064150740050003 100.01333091085002 90.679004281900021 43.157831852650006 85.823648898300021 43.663128814500006 62.00390986255001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -4 11 -9 10 -10 12 13 -1 15 -13 17 -16 -18 -20 -21 22 -22 26 -25 -26 -3 -28 -29 -30
right_child=1 23 6 -5 -6 -7 -8 8 9 -11 -12 14 -14 -15 16 -17 18 -19 19 20 21 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-0.047450505054296092 0.029389236990240659 -0.00082384920573703015 -0.0010041288394610247 0.051621900147565306 -0.065646514804996267 0.08579587997059146 -0.1022302838800687 -0.071534066141806393 0.027654867248632233 -0.030970147531123333 -0.010048844950173481 -0.076256598713100365 -0.10545049655475125 0.10073900280611491 0.0048855231319260084 0.08581507832936848 -0.10720227228534161 0.060307609170247856 0.10120188229548568 -0.10203108012898826 0.100799939479015 0.064728579048672755 -0.10501759353104241 -0.10513037403657122 0.026222169902332778 -0.10068104687710933 0.081996762313857274 0.015206452455256729 -0.11081857658870287 0.00078082890468912213
leaf_weight=0.086678994353349026 1.4246993632987131 76.318747594336003 0.15067937038838941 0.2331618577300113 0.30883394613920323 0.19803167320787896 0.13213357355925837 0.55741618514730396 0.99018072136095803 0.80349666356050864 1.0660608491889432 0.14811264647165945 0.10891941223415091 0.039660202339291573 3.2763613991528477 0.035733905388042331 0.10643961418099923 0.41869700700044621 0.056832840244169347 0.099861584094469436 0.023144185543056861 0.11378318692664269 0.051373151429288555 0.14621808561332628 0.27626958179826033 0.063241009261332692 0.30244569014757772 5.4851129899964217 0.32325872476212669 5.2835897770312386
leaf_count=135 18 2567 14 11 15 6 28 31 15 57 35 189 29 3 198 2 68 9 2 42 1 37 73 101 135 73 10 112 12 605
internal_value=-2.1308e-05 0.000457604 -0.00478744 -0.00337672 -0.00488722 -0.00259349 -0.0482982 -0.0047862 -0.0140725 -0.00287221 0.00810733 0.00216422 -0.0493212 -0.000931087 0.00496132 -0.044755 0.00716564 0.0111655 -0.0255742 -0.000389928 -0.0204264 0.0228511 -0.0410932 -9.73595e-06 -0.0298412 0.00258377 0.000155462 0.0067148 0.00466208 -0.00565335
internal_weight=98.6292 89.6236 9.00559 8.72278 8.48962 8.18078 0.282813 7.98275 3.41715 2.85974 2.05624 4.5656 0.235259 0.126339 4.33034 0.183847 4.14649 3.69506 0.451435 0.344995 0.288162 0.188301 0.0745173 88.1989 0.485729 0.339511 87.7132 11.3944 11.092 5.60685
internal_count=4633 3633 1000 958 947 932 42 926 138 107 50 788 167 138 621 191 430 207 223 155 153 111 74 3615 309 208 3306 739 729 617
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=31
num_cat=0
split_feature=2 2 4 2 4 1 1 1 1 2 4 4 4 4 4 1 3 4 1 0 0 2 0 3 3 2 0 2 4 3
split_gain=0.0232925 0.0949425 0.212887 0.176278 0.129925 0.0993041 0.264591 0.229427 0.276215 0.273207 0.351107 0.441858 0.451267 0.2097 0.200702 0.223824 0.239612 0.145489 0.145131 0.33011 0.141578 0.149358 0.128543 0.126062 0.145818 0.118645 0.207313 0.131201 0.106998 0.104596
threshold=-0.093604999999999994 -0.099379999999999996 43.219899330700009 -0.10040499999999999 42.409092016550012 71.322105742700003 72.04530097975001 62.186725015400008 62.132955852800002 -0.102645 39.476991512000005 41.243661560350013 41.873095646600007 44.908704241950012 41.32819714970001 62.057679025150001 0.10685000000000001 47.079243513300007 62.00390986255001 85.431134011250023 90.60910437050002 -0.14510999999999999 94.496614827150012 1.0000000180025095e-35 -0.144095 -0.13006999999999999 92.464140480550014 -0.15397999999999998 40.250747516500006 0.076615000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 7 -7 8 14 10 20 28 -13 25 15 16 -1 -15 19 23 21 -9 -22 24 -16 26 27 -14 -12 -8
right_child=-2 2 -4 -5 -6 6 29 9 -10 -11 11 12 13 17 18 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0082474348802233557 -0.0010133411022629037 0.016333355050114847 0.065348486536039599 -0.046227938273477973 -0.027376332266432175 -0.10399913430605444 0.023158177050108805 -0.036314618854566182 -0.04319962418862977 0.099329336466588813 0.038050192580406088 -0.091724877080121087 0.030408003779500821 -0.10335794283557043 0.0061605584789573781 -0.056168884055776719 -0.09180351537319964 0.00035007540550587008 0.026380360055748193 -0.11093440369950523 -0.067425740097301928 0.031125508387503456 -0.0056948184089025593 0.05363808467374101 -0.10200653729972842 0.08293478214011786 0.074273461696989618 -0.060693419135288973 0.082316896320380001 -0.013640421316795357
leaf_weight=2.558466256079222 69.514917430164047 2.9366943793897131 0.7240752028155838 0.8016244678229637 0.88497345267387562 0.29009229047187446 0.99397004629145147 0.51455291810728454 1.6056923009455211 0.3868057392537575 0.98902438471122911 0.42873073855298605 0.32381151968002075 0.17077201005849918 0.80219415464352972 1.0000472813844679 0.26407468912657339 0.65069974564539734 3.4738713699043728 0.26910886074983853 0.71862080648133975 0.90767904615495376 0.63573783797619399 0.44943264772882685 0.14755332295226264 0.47431215504184399 0.45790606224909425 0.30887723504565645 1.2190988068468867 3.4653744142362015
leaf_count=287 2419 66 31 17 42 68 287 44 11 7 25 16 32 142 70 10 18 74 41 22 32 24 10 27 66 16 14 10 28 677
internal_value=-2.19568e-05 0.00236649 0.0156313 -0.000114098 0.00621162 0.00145849 -0.0114582 0.00472909 -0.00500388 0.0172961 0.013228 0.029002 0.0027348 0.0197052 0.00183743 -0.0155166 -0.00111325 -0.0212093 0.0147381 -0.00950445 -0.0153093 0.00672617 -0.0384492 0.0100039 -0.0106443 0.0411826 0.0230241 -0.0140675 0.0624897 -0.00543816
internal_weight=98.3688 28.8539 4.54574 24.3081 3.82167 23.5065 4.74944 18.7571 10.5704 8.18663 7.79982 5.02323 2.81511 2.38638 8.96475 3.82259 2.82254 0.821472 5.14216 1.66829 2.77659 1.42223 1.35436 1.39918 0.949747 1.56491 1.09059 0.632689 2.20812 4.45934
internal_count=4633 2214 139 2075 108 2058 1032 1026 552 474 467 357 304 288 541 315 305 216 226 185 110 68 42 163 136 72 56 42 53 964
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=31
num_cat=0
split_feature=4 4 3 3 1 1 4 2 2 1 2 0 4 2 0 2 2 4 1 0 1 0 1 3 4 3 3 3 2 2
split_gain=0.0245522 0.077913 0.0881986 0.234179 0.0877694 0.150468 0.0735645 0.163366 0.0660177 0.256536 0.247514 0.15766 0.140709 0.127422 0.103797 0.342882 0.268508 0.309155 0.409613 0.153547 0.38058 0.319186 0.169453 0.206971 0.41188 0.145702 0.448092 0.303187 0.299008 0.578152
threshold=42.123054668150012 42.320906304050006 -0.25420999999999999 -0.55393499999999996 61.966271448700006 74.144986779650011 42.027798546600003 -0.085550000000000001 -0.074029999999999999 62.057679025150001 -0.076544999999999988 102.21786657775002 43.847983878700006 -0.031989999999999998 86.036037090600004 -0.082654999999999992 -0.083004999999999982 43.321682097200004 61.923256118600001 94.300357383600002 71.504920895500007 97.32487278035002 71.658163008950012 0.085175000000000015 44.026978245600006 0.083395000000000011 0.082535000000000011 0.080960000000000018 -0.083834999999999993 -0.087660000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 -2 -6 -1 -8 10 12 14 13 -10 -11 15 16 17 18 -4 25 21 -21 -22 24 -24 26 27 -16 29 -27
right_child=1 2 8 -5 5 -7 7 -9 9 11 -12 -13 -14 -15 19 -17 -18 -19 -20 20 22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00030052269565256562 0.029870621870575292 0.031780745042366304 0.04943357607777079 -0.091212778893165564 -0.073657893883717629 0.024752425647950951 -0.011137971435482513 0.0356828702081241 -0.10291840183411545 -0.043572210099327158 0.096425142277528936 0.045664955396693629 0.022728208842910123 -0.002745105162086398 0.025669911659900169 -0.11005760951676327 0.10408878102719377 0.0078562400407710588 -0.10697417751426264 -0.10518363617581257 0.071112247055294744 0.082696713845703873 -0.10065794783885856 0.015392985614830202 0.0094174933037789489 -0.0023944883564129636 0.10574121436259687 -0.080457890503195628 -0.029644110435167178 0.07406855161588978
leaf_weight=66.256475314535379 0.1921917312749909 0.27114384548212911 0.23189880863628909 0.36079174051813012 0.54742243524378864 0.2169407785763724 1.2787588065693856 1.7860853791971738 0.41047199007572643 0.86298101259308069 0.27778693567961354 0.6045241028066356 0.11385029410394054 6.6952575528059688 1.774705820855387 0.33600273189951124 0.21480888128280629 2.2308495599299931 0.60237680118370918 0.60596393902596801 0.32792154583148692 0.10628340052244312 0.55770133916848885 2.1838697582018654 0.87054658523129547 3.9189280776772644 0.63053787127137173 0.31731593143194903 1.873660043813288 1.3226039335131647
leaf_count=2539 20 36 15 95 36 34 17 36 77 40 4 173 26 199 153 36 2 208 73 140 5 31 126 94 289 71 5 8 32 13
internal_value=-1.66723e-05 -0.0024786 -0.00150973 -0.0384401 -0.030538 -0.0457272 0.00100116 0.0161476 -0.000647636 -0.00783152 0.00274705 -0.00347623 -0.0756357 -0.00740664 0.00130981 -0.0138469 -0.0039909 -0.0115653 -0.0634984 0.00509212 -0.00987716 -0.0771476 0.00228343 -0.00396511 -0.0335647 0.0121711 0.031845 0.00957254 0.0046431 0.0168995
internal_weight=97.9807 28.6593 27.7028 0.631936 0.956555 0.764363 69.3213 3.06484 27.0708 8.68708 18.3838 8.16276 0.524322 7.55824 18.106 3.61594 3.27993 3.06513 0.834276 14.49 4.65229 0.712247 3.94004 3.61212 1.42825 9.83775 2.72256 2.09202 7.11519 5.24153
internal_count=4633 2041 1951 131 90 70 2592 53 1820 515 1305 412 103 239 1301 334 298 296 88 967 685 171 514 509 415 282 166 161 116 84
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=31
num_cat=0
split_feature=2 0 3 2 1 3 0 4 4 1 3 0 0 2 3 0 3 1 2 3 3 3 2 3 4 1 0 2 3 4
split_gain=0.0257838 0.100191 0.254669 0.228259 0.496001 0.409025 0.172282 0.17192 0.303845 0.378127 0.222195 0.218853 0.208657 0.230626 0.0885095 0.180791 0.175644 0.206346 0.13121 0.132588 0.118746 0.201405 0.187938 0.206903 0.160665 0.372821 0.139159 0.190693 0.306801 0.113003
threshold=-0.06828999999999999 85.968825637350008 0.10487000000000003 -0.054875 62.084563606450011 0.090850000000000028 86.538778761000017 39.476991512000005 40.371455563000005 61.987779113750001 0.10307000000000002 85.216057360850016 85.866664228400012 -0.040509999999999997 -0.083149999999999988 86.036037090600004 0.079745000000000024 68.20618276945001 -0.033594999999999993 0.079395000000000021 0.11296500000000002 0.11071500000000002 -0.047144999999999999 0.10646500000000002 39.955516828000007 67.606656606400023 87.345316200150009 0.22387500000000005 0.097005000000000022 42.546237522150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -3 -6 -7 10 -9 11 -2 -10 13 -11 -5 -16 17 -17 -19 -20 21 22 -18 26 25 -22 -24 29 -29 -28
right_child=1 3 -4 14 5 6 -8 8 9 12 -12 -13 -14 -15 15 16 20 18 19 -21 24 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0013338589107326929 0.072424015328978283 0.10350061998456946 -0.081391838934601599 -0.013837115710096704 -0.043132149307850809 -0.015311771635880845 0.069394217040634504 -0.08661099583306972 0.027734847524148988 0.10469124720825657 -0.019255623236439492 -0.10933556738505541 -0.0080952851636179341 -0.0058366278980810952 0.069506745263584593 0.076549133824198978 -0.038653969554886258 0.035458867276617408 -0.019086173165490609 0.031700704325864026 0.10330530249008599 -0.051998935019876291 -0.024616065378923725 0.050283324603154135 6.5972732184808183e-05 0.0043535687352172754 0.011900773639357997 -0.10391476751247777 -0.0050458350292121382 -0.015583339868419097
leaf_weight=58.94195722328891 0.57911043635796378 0.70841312594711725 0.47363311110530038 3.4029464424228335 0.92320529721200761 0.33394494652748086 0.8545196549675893 0.50857726484537158 0.16045187887877466 0.46374254339752941 0.48638218268752098 0.42508318123691424 1.0822532658930866 0.31840158838394927 0.40580950677395122 0.57284356211312371 1.3447192915773616 1.4837442834832475 1.5788944163465433 0.76219230026799767 0.56660120375454326 0.87692623496752631 2.3540783384960315 0.78684078053629569 3.8254999306618629 1.1609001997803714 8.5310836685107159 0.41392582746891449 1.2983061930965076 1.8141004780641186
leaf_count=3030 44 14 41 221 39 5 59 15 148 9 4 24 6 44 5 38 20 11 95 13 9 17 44 27 74 41 231 93 35 177
internal_value=-1.92136e-05 0.00199361 -0.0120327 0.00384908 0.0310937 0.00680296 0.0455928 -0.00386899 -0.0162733 -0.00167203 0.0305736 -0.0717747 0.0203445 0.0596967 0.00138489 0.00324976 0.00226741 0.0205767 0.0121937 -0.00255139 -0.0012375 -0.0052967 -0.00282108 0.000349349 0.0114964 0.0368086 -0.00237695 0.00196499 -0.028947 0.00708124
internal_weight=97.4391 38.4971 4.49764 33.9995 2.82008 2.11167 1.18846 4.024 2.95851 2.44993 1.06549 0.585535 1.8644 0.782144 31.1794 27.7765 27.3707 4.39767 3.82483 2.34109 22.973 17.42 16.5431 15.1983 5.553 1.7275 14.4115 12.0574 1.71223 10.3452
internal_count=4633 1603 335 1268 117 103 64 294 246 231 48 172 59 53 1151 930 925 157 119 108 768 644 627 607 124 50 580 536 128 408
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=31
num_cat=0
split_feature=2 0 2 3 2 1 2 2 1 4 0 0 3 3 3 4 2 4 4 0 2 0 1 2 3 3 4 2 3 4
split_gain=0.0233237 0.0963502 0.140214 0.113058 0.122229 0.0884479 0.243302 0.269508 0.127912 0.113891 0.0984349 0.251607 0.104139 0.312943 0.162052 0.11655 0.176991 0.100534 0.179844 0.117394 0.0977984 0.158304 0.0977935 0.150556 0.0916098 0.284323 0.175972 0.274077 0.237596 0.256849
threshold=-0.093604999999999994 102.21786657775002 -0.156745 0.074735000000000024 -0.21563499999999999 62.00390986255001 -0.095074999999999993 -0.11963999999999998 62.041548276350007 40.679780036550007 86.264556031700025 86.393602021950016 0.08326500000000002 0.084565000000000015 0.082500000000000018 43.321682097200004 -0.11334499999999999 45.458122212500008 43.084051236300006 95.746747857800017 -0.124155 85.823648898300021 62.165217350350012 -0.23168999999999998 0.093955000000000025 0.09117500000000002 36.558960102350007 -0.10771499999999999 0.10020000000000003 41.11191809080001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 20 -7 -9 -10 -12 14 -14 17 24 -17 18 22 -20 21 -1 -13 -24 25 -15 -26 28 -28 -30
right_child=-2 2 -4 -5 -6 8 -8 9 10 -11 11 12 13 15 -16 16 -18 -19 19 -21 -22 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=-0.00046281077700775699 -0.0010033147503279601 -0.036625533804955986 -0.10115833286178005 -0.055164398829905981 0.095430708246635784 0.041736052331676557 0.10336392621403297 -0.023557647509585906 0.026297684133198995 -0.079514634625685116 -0.068640394889113818 0.006548681485429861 0.068198855229676281 0.0058642874226630306 -0.088624532004336204 -0.0019378724731943971 -0.10935548174588304 -0.062109956496349421 0.082929700910955292 -0.019315996010226804 0.032137722232017094 -0.1038846705032157 0.032438367954652117 -0.038534418484698546 0.032074122384274407 0.059724357857907064 -0.029956614395079368 -0.074268104246419969 -0.0049683593069561119 0.07344792909398247
leaf_weight=2.1048707537786417 68.684262309993983 0.12494472811215473 0.21515174236038959 0.24548889529606299 0.15964580353033853 0.95703277633311046 0.18511045724154129 0.80346915023983434 1.8743984624809709 0.66458869543566834 0.48734319442883389 2.1796853654086616 0.82679176983401603 6.498838680399782 0.23843073844909657 0.51473043746955227 0.21850593661656681 0.28247970624647667 0.38715388080163382 0.15817196073476225 0.84464741882402483 0.15919582692004031 0.37229577390463831 1.5159396867384067 1.1070096708281196 1.1541829260852408 1.6049612471397248 0.61717444681562694 1.1805142454140876 0.64642461959738273
leaf_count=397 2419 68 212 313 40 39 2 21 162 36 8 10 25 107 66 39 35 165 33 69 9 29 40 64 33 38 73 22 42 17
internal_value=-7.51618e-06 0.0024068 -0.0330739 -0.00543938 0.0374536 0.00336538 -0.00903125 -0.0135771 0.00595197 -0.0488893 0.0043857 0.00233115 0.00410456 0.00847246 -0.00812001 0.00482603 -0.0339485 -0.0041993 -0.000653296 0.0532733 0.00309867 -0.00773483 -0.00788244 -0.024541 0.00704561 0.0139871 -0.00325749 -0.0129171 -0.00188405 0.0227776
internal_weight=97.0134 28.3292 0.745231 0.530079 0.284591 27.5839 4.76188 4.57677 22.8221 1.46806 21.865 19.9906 19.5033 14.3691 5.13416 13.5423 0.733236 4.89573 4.61325 0.545326 3.10871 2.26407 4.06792 1.88824 12.8091 7.65302 5.15608 4.04907 3.4319 1.82694
internal_count=4633 2214 633 421 108 1581 494 492 1087 57 1048 886 878 431 447 406 74 381 216 102 435 426 114 104 332 145 187 154 132 59
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=31
num_cat=0
split_feature=2 1 1 0 1 0 2 1 0 0 1 0 0 1 2 0 1 2 4 0 4 3 4 4 1 4 3 3 2 2
split_gain=0.0237714 0.107419 0.153697 0.146054 0.222178 0.270466 0.232972 0.218734 0.408445 0.120336 0.138697 0.174079 0.109737 0.0931822 0.333975 0.292303 0.206735 0.252869 0.307316 0.163703 0.617371 0.304126 0.139021 0.171101 0.181268 0.0981442 0.0939801 0.0874451 0.084396 0.134191
threshold=-0.06828999999999999 61.076391807500009 61.821094709650005 85.968825637350008 62.079186690200011 86.393602021950016 -0.051199999999999996 61.987779113750001 85.57362229215002 86.474255765850003 62.111448187750007 86.904409066750006 87.842680954300008 70.940344688150006 -0.057599999999999998 96.324766355850002 69.633754036750005 0.075080000000000022 37.500638522700008 90.767723400200012 40.099856909850011 0.077805000000000027 42.654057868200006 39.262923716450011 62.425997789000007 36.772607578000013 0.082685000000000022 0.10385500000000002 -0.027754999999999998 -0.0057149999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 6 -6 -5 8 -4 -7 -11 -12 -13 16 -15 26 19 18 -18 22 25 -22 23 -14 -25 -21 -16 -9 -8 -30
right_child=1 2 3 4 5 9 28 27 -10 10 11 12 13 14 15 -17 17 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.001269904231992289 -0.048959462979884814 0.052069941739254381 0.0060536405134699175 0.059630312747448171 -0.067099953666217849 0.062419238696405616 -0.011738682162438889 -0.0096738783062551362 -0.11048789622897795 -0.042117149496005535 0.064802578287403753 -0.034386401115582652 -0.0080007945535774064 -0.10751138937885346 -0.031536434504718429 0.0024671730002770345 0.0046947413806232375 -0.023139907799186208 0.089708841505076312 -0.0038940498132333991 -0.0059248983116511325 -0.12746393608173909 -0.01223052043249833 0.015798391708152414 0.073785627205630186 0.042511190999327986 -0.10458007630892086 0.038342599054803611 0.053183261988100999 0.0067600084421756204
leaf_weight=58.571462261079589 0.41015500441358099 0.61514515476301213 0.60050353356382336 1.2659757910296319 0.58701774163637566 0.32048450689763086 1.1960043683648107 1.8272607795986462 0.60240656936457526 0.73325597122311847 0.43375526834279554 0.85121625196188944 1.0903557492420097 0.29867268091585231 0.41017767283300344 14.092457903247761 0.72593440394848618 0.55168583212071087 1.0264384618894835 1.1142151001840832 0.31538187930709671 0.59299332604859956 1.5101274534827096 1.2695648930966856 0.93691593129187811 0.77120448171626765 0.30872180248843506 0.47862072265706945 0.85800446715438727 2.270059824804775
leaf_count=3030 180 17 12 19 16 4 16 74 31 5 8 17 28 57 36 665 9 34 53 17 17 36 24 10 42 31 48 25 35 37
internal_value=-5.52836e-06 0.00194001 0.00249444 0.00167109 0.00370243 6.1442e-05 0.0219011 -0.0177407 -0.0523093 0.00150275 0.000780569 0.00197659 0.000923039 0.00212456 -0.00281693 -0.000705753 0.00966293 0.035903 0.0544911 0.00170862 -0.0175417 -0.0852664 0.0128968 0.0244065 0.0404209 0.0150874 -0.0629041 0.000292671 0.010855 0.0194936
internal_weight=96.6362 38.0647 37.6546 37.0394 33.5306 27.9406 5.59004 3.50879 1.20291 27.3536 27.0331 26.2998 25.8661 25.0148 15.11 14.8114 9.90482 2.30406 1.75237 7.60076 2.79379 0.908375 4.80696 3.29684 2.20648 1.88542 0.718899 2.30588 4.32407 3.12806
internal_count=4633 1603 1423 1406 1264 1157 107 142 43 1141 1137 1132 1124 1107 806 749 301 96 62 205 101 53 104 80 52 48 84 99 88 72
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=31
num_cat=0
split_feature=2 0 2 2 3 1 1 2 1 1 2 0 2 0 1 2 4 2 3 3 1 0 0 2 1 4 4 3 4 3
split_gain=0.0214194 0.0826211 0.130101 0.102619 0.0899716 0.086282 0.0818078 0.0769671 0.0976452 0.213093 0.322953 0.123004 0.114811 0.111005 0.150334 0.0730097 0.157914 0.30559 0.619353 0.388385 0.339381 0.280465 0.452347 0.205885 0.315747 0.214798 0.157669 0.219691 0.13429 0.134228
threshold=-0.093604999999999994 102.21786657775002 -0.156745 -0.24023999999999998 -0.15148999999999999 87.143681840350013 89.89935142405001 -0.09715 62.00390986255001 61.885617704800005 -0.26416999999999996 86.345209775600011 -0.10771499999999999 85.769879735700016 64.294476189700006 -0.079369999999999996 42.844429421150004 -0.084729999999999986 0.092185000000000031 0.092015000000000027 62.00390986255001 89.576736448400013 93.72771580185001 -0.08725999999999999 62.678712853250012 43.084051236300006 42.409092016550012 0.08846500000000003 43.384297312450009 0.091510000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 -6 -7 8 9 12 -11 13 -1 14 -10 16 17 26 19 20 -19 -22 -23 24 -18 -25 27 -2 -27 -29
right_child=15 2 -4 4 5 6 -8 -9 11 10 -12 -13 -14 -15 -16 -17 23 18 -20 -21 21 22 -24 25 -26 28 -28 29 -30 -31
leaf_value=0.010301179155352004 0.026578724983122689 -0.10056147033308754 -0.10104686269058166 0.079487580099333932 -0.10131004232093993 0.056892946847887149 -0.10058047133068906 0.0217501012448168 -0.10164856003842944 0.0029568262905815971 -0.1093116805739818 0.0015743112014247448 -0.032472024085827639 0.032688423588939863 0.024577074976418638 0.0011931017844765282 -0.04224059156405708 0.014057982311807627 -0.10996939802526495 0.043192126627387702 -0.11319959238300287 0.081862948098225002 -0.076948633140585976 0.050731287728678756 0.045473904469517414 -0.016640970443329524 -0.040962870930205481 -0.03259586744770003 0.024890825432560951 0.00037548557200091262
leaf_weight=2.6463573218868817 2.5327306247345387 0.091852369011334645 0.19463654930337426 0.14594731666079497 0.085075580036573228 0.14217959788220469 0.042957187667639118 2.0672084745019594 0.15440518392447034 0.5260475305840373 0.49954171628394284 17.946162986042509 0.82260626030621198 2.3312704025302082 0.24260734688868979 47.633655922554148 1.5533290922285234 0.86562528472858868 0.86794974436270411 0.85018478310666967 0.66149556997697778 0.26483252644538879 0.55566775933061763 1.4349823827214994 0.55774580111028615 1.5687565886946688 0.96201896987622681 1.6691492612104637 1.5455959950850227 4.7441062944163264
leaf_count=330 70 217 212 21 49 41 93 70 54 3 130 850 17 37 90 1867 46 10 47 6 22 6 72 25 34 39 33 36 36 70
internal_value=-4.73082e-06 0.00232768 -0.0315291 -0.00489449 0.0162206 -0.0179512 0.0203545 0.00320113 0.00167764 -0.0116811 -0.0517267 0.00458179 0.000158235 0.0243644 -0.0245143 -0.000959277 -0.00592801 -0.0119676 -0.0350529 -0.0147191 -0.0356914 -0.0647498 -0.0256891 0.00674333 -0.0190664 0.0187201 -0.00249458 0.00164216 0.0039705 -0.00820582
internal_weight=96.2067 27.9389 0.702649 0.508012 0.41616 0.270212 0.185137 27.2362 25.169 4.49455 1.02559 20.6744 3.46896 2.72828 0.397013 68.2678 20.6342 13.9738 4.06576 3.19781 2.34762 1.482 0.8205 6.66041 2.11107 4.54933 9.90801 8.94599 3.11435 6.41326
internal_count=4633 2214 633 421 204 183 134 1581 1511 480 133 1031 347 181 144 2419 552 372 163 116 110 100 78 180 80 100 209 176 75 106
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=31
num_cat=0
split_feature=1 3 3 3 3 1 4 0 3 0 1 1 4 2 3 4 2 1 1 4 3 3 3 0 0 1 4 4 2 2
split_gain=0.02402 0.0847483 0.108782 0.0952875 0.151906 0.138591 0.2046 0.0969818 0.194871 0.338449 0.178828 0.208562 0.152778 0.167816 0.193245 0.152149 0.100492 0.15371 0.0793787 0.19633 0.0873983 0.204747 0.148439 0.0765383 0.15242 0.11494 0.100343 0.599285 0.299916 0.323631
threshold=62.041548276350007 0.4149000000000001 0.12001500000000002 0.11231500000000003 0.10487000000000003 62.025417527550012 42.455548714850003 87.028078140750011 0.092015000000000027 85.990333302400003 62.014663695050011 61.987779113750001 40.767054867700004 -0.036264999999999999 0.081235000000000016 41.489621506400006 -0.072755 61.821094709650005 61.93938686740001 41.600558339100012 0.085910000000000028 -1.0000000180025095e-35 -0.15544999999999998 87.028078140750011 86.866770652900016 62.116825104000007 42.206017975500011 42.684965421050009 -0.082404999999999992 -0.095854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 10 16 11 12 13 14 -1 -13 17 -10 19 -14 21 22 -21 24 26 -25 -2 -28 29 -29
right_child=23 -3 -4 -5 -6 6 -8 -9 9 -11 -12 15 18 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-0.026444984365240121 -0.00099222179254691649 0.032538767244013299 -0.020472334772220237 0.031995458594549935 -0.022650047729184775 0.085208720678806998 0.002678892001083016 -0.029646966076031223 -0.0097879930182556262 0.047195196988785222 -0.033717423243309154 0.053910991906168576 0.08263087718582629 0.020997747700844623 -0.11164151884979415 0.0057310322680900012 -0.015403448279887794 0.043192202409415188 -0.012753805483866835 0.0044003368694189885 -0.021739842360926159 0.059242611655192449 -0.10172660698202669 0.031754405939757847 -0.051725524625995327 0.00017904789435411439 -0.10203978125023168 0.00084440454441284227 0.055993514057010634 -0.11140232222065571
leaf_weight=0.88676165888105607 13.000207724030281 0.90953207667916913 2.0753565766499369 1.1110298386629427 2.2507785679772487 0.51641929423203581 0.71807898330735043 0.88763297931291063 1.1502465866215064 2.4664680724963546 1.6937804934027543 1.0885936678969304 0.34475501449378532 0.41871709556655812 0.38046091993237496 1.6472602783469481 2.0371792436089882 1.0452294510323552 2.4126096325926483 0.79174391367944108 0.95352742676550395 0.66007463342974315 0.1581135583824107 1.1794594377279271 0.72471575206145544 51.110199397575542 0.70506674991884155 1.3344844485327523 0.735734545060719 0.31809059527222405
leaf_count=222 206 16 43 23 33 18 28 36 28 26 26 28 33 25 36 49 43 12 43 131 32 42 101 11 32 3036 45 102 100 27
internal_value=-1.31935e-05 0.00254004 0.00147816 0.00340687 0.00199572 0.00473405 0.037203 0.00262699 0.00420662 0.0177505 -0.00372702 0.00148689 -0.00765567 -0.0338882 -0.0520237 0.0249018 0.000592435 0.015435 0.000656298 0.0117811 0.00225266 0.0164629 -0.0132656 -0.000996106 -0.00686413 0.00089127 -0.00484397 -0.0210313 0.0028837 -0.020761
internal_weight=95.7123 26.6043 25.6948 23.6195 22.5084 20.2577 1.2345 19.0232 18.1355 6.69912 11.4364 9.74262 7.00676 1.68594 1.26722 2.73585 4.23266 2.19548 5.32082 2.90821 2.56346 1.60993 0.949857 69.108 16.8183 52.2897 16.0936 3.09338 2.38831 1.65258
internal_count=4633 1074 1058 1015 992 959 46 913 877 109 768 742 665 283 258 77 83 40 382 339 306 274 232 3559 512 3047 480 274 229 129
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=31
num_cat=0
split_feature=1 0 0 4 0 4 0 0 0 0 1 3 0 3 3 3 3 3 0 0 3 0 3 4 1 0 1 1 0 3
split_gain=0.0236734 0.233094 0.252568 0.28243 0.145081 0.257235 0.141568 0.153501 0.102087 0.120892 0.123874 0.0935226 0.218382 0.209916 0.102769 0.0727351 0.066432 0.0817366 0.1083 0.0844817 0.0788935 0.220368 0.130371 0.182036 0.147258 0.0852106 0.0540372 0.0571924 0.478674 0.268698
threshold=75.28220456885002 96.978061681550017 97.886760529650019 40.858951393400005 96.978061681550017 40.00488309970001 97.32487278035002 97.722764583650005 98.031937268650012 98.230883170350012 75.629015667650023 0.12001500000000002 99.524031531050014 0.10646500000000002 0.10602000000000002 0.11360500000000003 -0.24748499999999998 0.078655000000000017 102.32271644485002 104.61328277200001 0.087475000000000011 101.61296349840002 0.09117500000000002 40.858951393400005 80.538140213850014 105.93331571405001 74.757955233350017 71.053259929650025 95.988709089550014 0.076615000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 26 -6 -7 -8 -4 -10 -11 12 -12 14 16 -15 -14 18 -18 -20 21 -19 23 -22 -25 -23 27 -1 29 -29
right_child=1 2 8 -5 5 6 7 -9 9 10 11 -13 13 15 -16 -17 17 20 19 -21 22 25 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00072115172454120737 -0.086309789259781056 0.0081561587649154124 -0.054343855916704424 0.073735922991408812 0.0017030688061195213 -0.11429193232311421 -0.014362580426616332 -0.086982567707530267 0.069775420061002305 -0.10253217931709085 -0.06608631795349014 0.040426874357084613 -0.062206225411900712 -0.12230269730598396 0.067469567840717712 -0.033021663426183005 0.059326913952738404 -0.10465604351993546 -0.10169361156905204 0.012479041525683014 0.08501182015010067 -0.00011374580017992314 -0.0045397437882640839 -0.013200001965923617 0.075921595844581413 -0.071574654580385033 0.013917011045574591 -0.013751442897208905 0.00345606629615539 -0.10271212723833241
leaf_weight=66.780843945301314 0.28158103946861857 1.7851404299144626 0.35038713799804 1.0388874609488992 2.434413070793652 0.279103610660968 0.9671337390609549 0.41638690936906642 0.24618163982086017 0.11907890431029855 0.50723909980569892 0.54341466319296294 0.15564993626173063 0.16363759882190798 0.25078224316421049 0.20626982336773381 0.57145600652256845 0.24225393997767275 0.071143834438771592 0.72790145782182947 0.45224859706172527 2.4494233936438836 2.8078069704883859 0.75804359617177375 0.24542873676273302 0.17905961530544789 2.8108671900326945 0.62629839031796908 6.1212513113860041 0.74149267638858873
leaf_count=2298 120 35 12 34 51 13 13 100 10 14 37 71 116 39 11 18 38 39 69 322 64 129 258 25 96 237 28 61 59 216
internal_value=-9.69999e-06 0.00376435 0.0055928 0.0322813 -0.00066769 -0.0190045 -0.0493246 -0.0362184 -0.00122953 0.000510262 -0.00112136 4.74527e-05 -0.00219427 0.00129761 0.0043617 -0.0725173 0.00253427 0.00371911 0.0260863 0.00231356 -0.000577658 -0.0133931 0.00805129 0.032337 0.00859731 -0.00498186 0.000306959 -0.000208136 -0.00849472 -0.0619779
internal_weight=95.3308 14.153 13.8714 2.82403 81.1778 4.09704 1.66262 1.38352 11.0474 10.697 10.4508 10.3318 9.78834 9.28111 8.9112 0.369907 8.66042 8.50477 1.3705 0.799045 7.13426 2.87074 4.26353 1.45572 1.00347 2.62848 77.0808 74.2699 7.48904 1.36779
internal_count=4633 1794 1674 69 2839 177 126 113 1605 1593 1583 1569 1498 1461 1404 57 1393 1277 429 391 848 405 443 185 121 366 2662 2634 336 277
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=31
num_cat=0
split_feature=2 1 0 1 1 3 0 1 4 1 0 4 1 2 1 1 0 2 2 2 1 2 1 0 4 0 3 3 2 3
split_gain=0.020122 0.0712218 0.121593 0.562035 0.25349 0.273686 0.249438 0.399562 0.305089 0.189842 0.178065 0.163201 0.158171 0.141172 0.353383 0.111651 0.306443 0.26398 0.214296 0.182115 0.14778 0.125303 0.868303 0.151274 0.274006 0.146591 0.678533 0.127422 0.126996 0.176245
threshold=-0.093604999999999994 62.009286778800011 87.380266155850009 62.229740345500012 62.154463517850012 0.091885000000000022 85.823648898300021 62.084563606450011 42.684965421050009 62.111448187750007 86.264556031700025 41.489621506400006 62.041548276350007 -0.082484999999999989 62.084563606450011 66.859265246100009 91.886121982450007 -0.016679999999999997 -0.083834999999999993 0.18839000000000003 62.245871094250013 -0.079369999999999996 75.424692849750016 101.11291028615001 42.283941020600004 93.501885318850015 0.081515000000000018 0.075810000000000016 -0.0025899999999999999 0.090850000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 12 10 -9 -10 -8 -7 -3 -13 -15 17 -17 18 -4 -19 -20 22 -18 -24 -25 26 -23 -27 29 -29
right_child=1 2 15 -5 -6 11 7 8 9 -11 -12 13 -14 14 -16 16 21 19 20 -21 -22 25 23 24 -26 27 -28 28 -30 -31
leaf_value=0.0022625520744355395 0.0047299578911725289 0.030390145668818893 0.031147805850792909 -0.094586565417009966 0.040042362943955925 0.01401534681491565 -0.04541663641776339 -0.039448076610270555 -0.022767336398477101 0.1025738604755646 -0.11227136402753884 0.0020552783539380757 -0.031615552316912286 -0.11039616020108774 0.0080835303523238648 -0.092857163798160822 -0.091342932789603343 0.065514492567633295 0.014401099472815846 -0.0090262313983554606 -0.017738945358634073 0.040034823355521332 0.02412026575042988 -0.10696940849101372 0.017396762380150015 -0.014689055147250274 -0.091829885194391142 0.038812877119282829 -0.00086586226914260394 0.0061190300277893031
leaf_weight=27.541406681230001 16.647758781842811 0.92835341443423558 1.9270434388890851 0.75781321787485545 1.0955485790036625 4.4332057200372219 0.7661983440484621 1.0816837926395235 0.19641395332291711 0.31404774263501167 0.8299254160374403 1.4298241474098179 0.73879633207252482 0.46859559067524947 0.54399080580333248 0.37572439625182852 1.1588694659622074 1.2203376909965289 2.15945323370397 0.44811877991378413 4.2387270728358999 0.75033826024536654 2.1946770737413321 0.27700901762040064 0.4914569676575411 3.3520936941978929 0.81307511926570442 2.3834038579363606 10.011011414160732 5.3502053368620182
leaf_count=2214 442 24 31 80 35 36 30 13 3 58 39 16 26 28 17 73 113 43 25 33 72 16 32 84 47 237 32 163 431 140
internal_value=-1.47957e-05 -0.000945605 -0.0028079 -0.0109038 -0.0059597 -0.0102558 -0.0284319 -0.0448218 -0.0093767 0.0543454 -0.0801786 0.00257981 0.00291236 -0.0181768 -0.0467454 0.000152348 -0.00317316 0.00918942 0.0019136 0.0454941 -0.00689134 -0.00191499 -0.0179524 0.0107502 -0.0274335 0.00100232 -0.0285433 0.00319185 0.00656969 0.0161949
internal_weight=94.9251 67.3837 50.7359 13.5844 12.8266 11.731 4.85542 3.18827 1.59215 0.510462 1.59612 6.87562 1.66715 2.44241 1.01259 37.1515 27.1579 9.99368 8.32522 1.66846 6.39818 26.7821 4.12201 2.96314 0.768466 22.6601 1.56341 21.0967 17.7446 7.73361
internal_count=4633 2419 1977 405 325 290 193 143 74 61 69 97 50 61 45 1572 1368 204 128 76 97 1295 276 163 131 1019 48 971 734 303
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=31
num_cat=0
split_feature=3 3 1 3 3 2 0 2 0 4 4 4 2 1 0 2 2 2 0 0 3 1 4 0 4 2 4 2 2 3
split_gain=0.0196904 0.153953 0.33116 0.14325 0.132629 0.105678 0.104947 0.175819 0.147677 0.0984832 0.21018 0.0800868 0.144071 0.348591 0.589654 0.209327 0.430099 0.183781 0.652979 0.151726 0.139344 0.245352 0.117103 0.160839 0.082893 0.161404 0.0783471 0.137585 0.290138 0.255892
threshold=0.088145000000000015 0.088890000000000011 62.020040611300011 0.088075000000000028 0.088565000000000019 -0.24150999999999997 87.727077254650013 -0.26416999999999996 87.525442894850016 40.00488309970001 38.804629908750009 41.559097512700014 -0.025719999999999996 62.907231794400012 91.109157582800023 -0.08725999999999999 -0.083834999999999993 -0.14314999999999997 85.968825637350008 86.135510041400025 0.094235000000000027 75.28220456885002 41.873095646600007 86.692020874450009 41.972095654800007 -0.096559999999999993 39.746231405950006 -0.057599999999999998 -0.11963999999999998 -0.085394999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -4 6 7 -1 -9 10 -8 -3 15 19 -15 17 -17 20 24 -14 -13 -22 -18 -24 -19 -26 27 28 -7 -30
right_child=1 11 4 -5 -6 26 9 8 -10 -11 -12 12 13 14 -16 16 22 18 -20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.075724048854460768 -0.11753488720070748 0.002433133006975498 0.00066081211773435795 0.035736744689641206 -0.067585373643731683 0.016062952413596541 -0.10328552343457237 -0.10552233569908252 0.098126482113349331 -0.10484222632679091 0.048850001134861494 0.032490647126642201 -0.020878446063134676 0.098211517553774372 -0.080738259096884132 0.060833126264931786 0.032239475022205102 0.011070247338650507 -0.11160843121782829 -0.11035504243555219 -0.068669998669009774 0.046304492351610077 -0.040153785635682816 0.00032741386284108578 0.0058660860197386165 -0.10408198010527339 0.0035440623371560198 0.00027709758808024105 0.016731020335024129 -0.084623181773640921
leaf_weight=0.19728465532443806 0.340469884249614 34.442118761602977 1.6773787513316167 1.19100247085771 0.34298923851565621 0.86248910669871781 0.17362784358849126 0.15149139813092094 0.046549502056222991 0.25409978687412149 0.19037982953250321 0.88102619597816401 0.29033683305169578 0.39573722651607568 0.34436656560467327 1.2384700521361081 0.81420259224250813 1.2225598731020006 0.814142240124056 0.54574162850622088 0.49251919367816299 0.29784565055854273 1.2442006403489356 4.6482708985149657 0.35860848461743311 0.21271663498555549 33.072324735443132 6.2391679413017567 0.33488907686461289 0.97238932284278667
leaf_count=93 15 1009 110 17 30 244 100 88 7 122 22 31 34 19 70 23 16 13 56 25 38 32 49 73 22 36 1902 226 28 83
internal_value=-2.34629e-05 -0.00136615 -0.0262999 0.00153185 -0.0109251 0.000573186 -0.0313315 0.0089071 -0.0576547 -0.0570671 -0.023717 -0.00014598 -0.0065826 -0.035037 0.0149471 -0.00291381 0.00668987 -0.0207439 -0.0373338 -0.0792834 0.00514267 -0.0253423 -0.00330835 -0.00822023 -0.0036247 -0.0350699 0.00135265 -0.00726616 -0.0289568 -0.058659
internal_weight=94.2894 50.6037 2.36084 43.6857 2.02037 42.4947 1.01343 0.395326 0.198041 0.618107 0.364008 48.2429 13.8007 1.57618 0.740104 12.2246 7.94514 4.27942 2.60803 0.836078 1.67139 0.790365 6.70667 5.89247 1.79388 0.571325 41.4813 8.40894 2.16977 1.30728
internal_count=4633 1701 155 2932 140 2915 432 188 95 244 122 1546 537 148 89 389 161 228 127 59 101 70 138 122 71 58 2483 581 355 111
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=31
num_cat=0
split_feature=3 3 1 3 1 2 4 2 2 4 2 2 3 3 3 1 0 2 3 2 2 1 4 3 2 4 0 4 2 3
split_gain=0.0194748 0.204163 0.159406 0.117078 0.238191 0.071986 0.137805 0.239953 0.0810002 0.052171 0.0442474 0.109892 0.120929 0.0659725 0.227339 0.119475 0.0606461 0.0492778 0.17293 0.546047 0.353474 0.329567 0.178731 0.141322 0.121592 0.0999766 0.393526 0.188224 0.187289 0.103633
threshold=0.11636500000000001 0.11296500000000002 67.254468591300011 0.11071500000000002 61.971648364950006 -0.031989999999999998 39.262923716450011 -0.11534 -0.087660000000000002 41.11191809080001 0.22387500000000005 0.26597500000000007 0.08079500000000002 -0.078164999999999998 0.094595000000000026 68.20618276945001 100.35207663525001 -0.070854999999999987 0.098950000000000024 -0.059424999999999999 -0.036264999999999999 62.068432857650002 40.330620469300008 0.097005000000000022 -0.072755 42.243697547450004 86.866770652900016 41.741384785950011 -0.040509999999999997 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 -5 6 7 -2 9 -8 17 12 -12 15 -15 -13 -17 24 23 -20 -21 -22 -23 25 -1 27 -27 -19 -28 -30
right_child=5 2 -4 4 -6 -7 8 -9 -10 -11 11 13 -14 14 -16 16 -18 18 19 20 21 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.00055637085870271412 0.010275236289261925 0.07654509104837319 0.0037658437505310527 0.015259492685132384 -0.071666417329167661 0.0059132051487008966 -0.012903403742231407 -0.11478974524376545 -0.019863668664918975 0.016424768478118811 -0.019406994086852702 -0.040583006995707771 -0.10660104499726844 -0.095167229290246708 0.0074626818588808749 0.10065869632867151 0.011192818495315922 0.00286373059748412 0.097555995201434056 -0.043933907180372503 -0.0098211447903732031 0.017316096903165407 0.08624556863761218 -0.050932851607862387 -0.04406256214749997 -0.099510399331779797 0.059009253154990574 0.049442538713387156 0.00066784199644246822 -0.035264656788752187
leaf_weight=49.617603927314988 0.28827736673281379 0.62175510451197513 0.58325895917460002 0.60087439772905671 0.66310687152042647 3.9958697901246349 0.94835275306832079 0.32791311368838894 2.2910191347873479 1.6828311235876752 0.57699006909206163 0.150519107468427 0.2195927971843048 0.25875181331275543 1.3013877575509409 0.20288047551002819 0.12093196878936396 17.248689699295682 0.78667272430902802 1.0343328987510174 1.4804906698409461 0.66437270065625831 0.86718051975185517 0.52100173045619058 0.65082467323747906 0.4538546744998645 0.45461431788135076 0.913505408158925 3.1271257062114728 1.0798020261199779
leaf_count=2794 33 16 29 6 39 101 24 35 37 38 40 12 47 82 32 8 59 520 20 38 32 16 28 20 33 140 20 64 153 117
internal_value=-3.3074e-05 0.000451962 0.041318 -0.000141375 -0.0303434 -0.00431659 -0.0116972 -0.0562796 -0.00611615 0.00585407 0.000325702 -0.0119576 -0.0434436 0.000370556 -0.00955866 0.0330291 0.0672465 0.000766445 0.00407784 0.0213234 0.00650271 0.0238226 0.0563446 0.000575593 -0.00111964 0.00172846 -0.0106203 0.00520651 -0.00196587 -0.00855504
internal_weight=93.7344 84.2001 1.20501 82.9951 1.26398 9.53426 5.53839 0.61619 4.9222 2.63118 81.7311 2.83105 0.796583 2.03447 1.56014 0.474332 0.323812 78.9001 28.6316 4.83305 4.04638 3.01204 1.53155 23.7986 50.2684 23.2776 5.1154 18.1622 4.66154 4.20693
internal_count=4633 4365 45 4320 45 268 167 68 99 62 4275 280 87 193 114 79 67 3995 1168 134 114 76 44 1034 2827 1014 430 584 290 270
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=31
num_cat=0
split_feature=2 0 2 3 2 1 1 1 4 1 0 4 1 0 4 0 1 1 2 1 2 1 0 0 3 2 2 2 1 0
split_gain=0.0193517 0.0683632 0.119129 0.0896404 0.0937232 0.0896049 0.258087 0.187782 0.11465 0.127975 0.38877 0.178566 0.10562 0.370299 0.380396 0.233097 0.215281 0.340978 0.272081 0.324596 0.272088 0.217755 0.220572 0.157613 0.109271 0.105234 0.348516 0.100146 0.111788 0.120942
threshold=-0.093604999999999994 102.21786657775002 -0.156745 0.074735000000000024 -0.21563499999999999 62.186725015400008 62.132955852800002 63.910026677050006 41.32819714970001 62.00390986255001 85.823648898300021 41.935569238650011 66.235542959850008 88.729872137350014 36.952388736350009 87.261973998100004 69.873026810350026 70.077349628250019 -0.13006999999999999 68.20618276945001 -0.15397999999999998 70.128430332750014 94.047642319350018 85.882794977150013 -0.089139999999999997 -0.13734499999999997 -0.25572 -0.096559999999999993 70.348883899450016 95.217121606100008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 8 -7 25 10 11 -10 13 15 -15 23 18 -18 19 20 -14 -19 24 -9 -23 26 -1 28 -24 -30
right_child=-2 2 -4 -5 -6 7 -8 12 9 -11 -12 -13 16 14 -16 -17 17 21 -20 -21 -22 22 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0060228586116792878 -0.00095127317271765537 -0.03059772981801916 -0.10094031685958532 -0.050157688447391852 0.093404099307172514 0.043209476822778183 -0.039752911108510633 0.027728560670682467 0.081366983295884668 0.021960275348285558 -0.11081966335951431 -0.0051264891780180471 0.011856691382146211 0.0028021577580424777 -0.11155298379506309 0.091052951554354083 -0.11051677399553127 0.10458373210077859 0.059486015430778853 0.042456270935602128 -0.11478925978641175 -0.0012656142556264835 0.057393542176348095 -0.10585386658198677 -0.1160043389137929 0.00017127949876860886 -0.097498345406192469 0.051673481802432676 -0.045347989586846882 0.003017782392087099
leaf_weight=0.89205439570650791 66.096121565179232 0.11075493594034924 0.17310315300544843 0.2202516076068548 0.135551109744938 1.4099959338709585 1.6618448954541243 0.25792919822148874 0.2917597590421791 4.0767717555208947 0.31554633012274269 1.3121962084593404 0.34176062484038994 0.60222689661895834 0.56266394886188209 0.39152294583618641 0.27245612273691211 0.20688530087863899 1.5966238612309078 0.82136704143704264 0.33683271473273657 0.12847375490673585 0.33618187574029423 0.13432645809371024 0.23450692535106998 3.9375893373435367 0.51178981331847218 0.42456052685156453 0.57665000597717142 4.9992574321097436
leaf_count=55 2419 68 212 313 40 62 19 99 11 55 15 177 38 25 21 9 10 3 44 37 10 10 6 9 41 48 225 21 219 312
internal_value=-2.64911e-05 0.00221468 -0.0300913 -0.00380474 0.037645 0.00299057 -0.00294962 0.00865425 0.00244489 0.0119359 -0.00935455 0.0106067 0.0046685 -0.0166765 -0.0524335 0.0364674 0.00871639 -0.000789892 0.0307553 0.000173041 -0.0510064 0.00353874 0.000418459 -0.0180162 -0.0753936 -0.00820969 -0.0317172 0.00476118 0.0013923 -0.00198412
internal_weight=93.3696 27.2734 0.639661 0.466558 0.246306 26.6338 12.9996 13.6342 11.3377 5.99627 1.9195 1.60396 12.2242 1.94867 1.16489 0.783779 10.2756 7.17897 3.09658 1.49996 0.678593 6.90652 6.69963 0.392256 0.362981 5.34143 1.40384 6.33665 5.91209 5.57591
internal_count=4633 2214 633 421 108 1581 605 976 586 258 203 188 914 163 46 117 751 622 129 85 48 612 609 108 51 328 280 558 537 531
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=31
num_cat=0
split_feature=1 0 3 3 2 2 1 0 3 0 4 4 1 1 0 4 0 0 2 1 0 3 0 1 2 0 1 3 0 0
split_gain=0.0192068 0.0777555 0.0756773 0.0680403 0.050471 0.0587822 0.0254126 0.113648 0.382415 0.271082 0.125587 0.0938212 0.0896952 0.161429 0.086379 0.11888 0.175539 0.125052 0.194198 0.0826823 0.142458 0.13924 0.0729069 0.0689981 0.153639 0.23664 0.108633 0.101846 0.192037 0.0765829
threshold=87.313054702550019 110.27248713660002 0.078655000000000017 -0.144095 -0.045684999999999996 -0.16262999999999997 76.279622535200005 98.51854819030001 0.082685000000000022 99.403050915200012 41.559097512700014 47.309807198350008 75.629015667650023 75.424692849750016 96.978061681550017 38.751720283100006 97.491557184450016 97.722764583650005 -0.50748499999999985 77.621163142300006 100.53758024625002 0.088350000000000026 98.51854819030001 78.728807892050014 0.11061500000000003 101.61296349840002 79.728914316550018 0.078655000000000017 102.32271644485002 101.11291028615001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 12 8 -8 -9 -10 19 13 14 -1 -16 -17 -18 -19 21 -21 -11 -14 24 25 -22 -25 28 -28 -29
right_child=1 2 -4 -5 -6 -7 7 9 10 11 -12 -13 22 -15 15 16 17 18 -20 20 23 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=0.00027303550201512351 -0.10057463151235309 0.034296670171454345 -0.10049186708310337 0.070264388472556935 0.049616820210252766 -0.10320782548663646 -0.07923809479936253 -0.107581635928403 0.023803761565198828 0.040870812649399874 0.096407014139884117 0.060232389673261277 -0.039549657023076584 0.036143261266960519 0.0045960358596200688 -0.096990149624218286 -0.0033307439968561937 0.026237137509011511 -0.096736979993757799 0.04037855231881543 -0.083275269479531067 -0.1032514341947367 -0.001329588316766881 -0.06469284366980968 0.090004700575684368 0.044172951993746386 0.085324863549277333 -0.053865703529902477 -0.027750795222698216 -0.0036402493675076505
leaf_weight=75.269202524795176 0.095791884949899209 0.048023592445247232 0.064151420570144779 0.14449144854479812 0.070290339591906559 0.088166048395635244 0.23934212071935579 0.22442125593124629 0.45160372255486436 0.10552605039083385 0.50429814878953039 0.28458122941128738 1.0508687613619252 1.2193098479001481 1.9011505390094487 0.32640974125024547 1.5486858289950762 0.18877034273464255 0.40164014397669201 0.93312129663536314 0.22808025835001888 0.18378149130148813 0.9505520874809007 0.29269501491216932 0.25576310150972859 0.40328775539501294 0.34640503619448271 0.325351824867539 0.26515666843260988 4.5383422927426409
leaf_count=2663 197 33 318 131 31 40 90 19 22 26 33 71 23 42 46 20 13 13 102 39 20 34 27 41 11 39 14 19 109 347
internal_value=-2.80098e-05 -0.0193635 -0.000623638 0.0176305 -0.0192018 -0.0547206 7.88593e-05 0.00495459 0.0338029 0.000843133 0.0621065 0.00382433 -0.000484983 3.26669e-05 -0.000520225 -0.0141939 -0.0286827 -0.0182596 -0.0574188 0.00178655 0.00378697 -0.0506823 -0.0213975 -0.0013436 0.0246196 -0.00186743 -0.00533684 -0.0021638 0.0362983 -0.00700003
internal_weight=92.9493 0.510915 0.415123 0.350971 0.20648 0.13619 92.4383 9.58176 1.19524 8.38651 0.955902 8.16209 82.8566 80.8552 79.6359 4.36666 2.46551 2.1391 0.59041 7.87751 7.5882 0.289308 2.00142 6.65508 0.887131 0.631368 5.76795 5.47526 0.611562 4.86369
internal_count=4633 750 553 235 104 73 3883 934 145 789 55 770 2949 2899 2857 194 148 128 115 699 639 60 50 600 70 59 530 489 123 366
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 4 3 3 2 2 1 3 4 2 0 1 0 4 0 3 3 4 2 2 2 3 2 1 2 3
split_gain=0.0185336 0.0971833 0.245123 0.307303 0.238752 0.131135 0.0841718 0.223164 0.432136 0.145371 0.137835 0.227969 0.0967791 0.144536 0.126377 0.153356 0.168704 0.104723 0.121904 0.099699 0.0956939 0.120018 0.092444 0.296254 0.0840875 0.175174 0.138678 0.215258 0.260508 0.390128
threshold=-0.06828999999999999 -0.053874999999999999 70.182199495350019 85.968825637350008 -0.057599999999999998 40.679780036550007 1.0000000180025095e-35 0.079745000000000024 -0.033594999999999993 -0.047144999999999999 72.327589083450007 0.078385000000000024 39.032633164100012 -0.036264999999999999 85.866664228400012 61.885617704800005 85.121961326250016 34.969856643350006 99.647700605050019 0.10336500000000003 -0.067414999999999989 36.558960102350007 0.26597500000000007 0.034600000000000013 -0.017745 0.10787500000000003 -0.031989999999999998 62.678712853250012 -0.029285000000000002 0.10685000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -5 20 8 -8 -9 11 -10 17 -14 15 16 -15 -11 19 -19 21 -3 23 -23 25 26 -16 -28 -29 -30
right_child=1 6 4 5 -6 -7 7 9 10 12 -12 -13 13 14 24 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0011692922162325036 -0.025580400617834842 0.048643365195826405 -0.10583217358454651 0.074131805412371882 0.005079660309033715 0.02640836517696667 0.10324290558143881 -0.032364825794789484 -0.0032257588473392921 -0.021876499848487246 -0.01585559892658096 0.091217845455854596 -0.038313607762413604 -0.056709275140241933 -0.0029285241508342744 -0.073784900526361039 0.10117982440620601 0.016023742272089119 -0.021465339963968759 0.05369650119264352 -0.069528344477564438 -0.0071511110133918284 0.029903725364755468 -0.08990035970077101 -0.0033843320768807729 -0.0050422427060475604 0.086753897714918524 0.090840114333429575 -0.093817110937476189 0.098394305058931208
leaf_weight=56.085664310266083 0.75328902149703925 0.33108240961541913 0.28073998013678647 1.0478788120672109 0.62877915624267178 1.2779998220503328 0.60824754594796138 1.4001795918884479 0.64902361679196763 0.77680577582775612 1.1536732763152029 0.42161101124656852 1.0755397154389452 0.13931611334191529 0.7379030698211867 0.48957971639492825 0.13159904628992081 3.2970015894225071 0.68457337392783291 0.89268509158864606 0.27981700649638597 2.8591624805999354 0.42338914234642278 0.50979155071708238 11.481187452103301 2.6942781171665047 0.77740596228978975 0.2678880870807917 0.3286515365471131 0.15558670763857663
leaf_count=3030 26 59 58 33 14 24 12 25 14 69 68 35 29 38 6 54 4 67 61 26 25 79 47 175 441 24 13 6 67 4
internal_value=-2.73994e-05 0.0017246 0.0164576 0.0299307 -0.0291553 0.0479092 -7.98999e-05 0.00193035 0.0285502 -0.00104642 0.00812508 0.0339657 0.000786068 -0.00274991 -0.000526499 -0.0403802 0.0199865 0.0122235 0.017658 0.0240506 -0.0129373 -0.00909699 -0.0141379 -0.0196728 0.00131676 0.0121949 0.0326769 0.0498543 0.0117144 -0.0320592
internal_weight=92.6403 36.5547 3.98869 3.07917 0.909519 2.32588 32.566 28.1627 2.83256 25.3302 2.22431 1.07063 23.93 18.2789 17.2034 0.760495 0.270915 5.65107 4.87426 4.18969 4.40324 4.12343 3.79234 3.36895 16.4429 4.96171 2.26744 1.52953 0.752126 0.484238
internal_count=4633 1603 155 83 72 57 1448 1063 129 934 117 49 909 686 657 96 42 223 154 93 385 360 301 254 561 120 96 90 77 71
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=31
num_cat=0
split_feature=1 1 2 4 1 0 3 2 2 2 4 0 3 1 0 0 2 1 2 1 4 3 0 1 2 2 2 0 4 0
split_gain=0.0190601 0.293442 0.19919 0.0827787 0.224165 0.182262 0.172915 0.242404 0.132462 0.33974 0.174089 0.136715 0.117316 0.168884 0.249472 0.0901984 0.0965699 0.114484 0.077115 0.0742053 0.0669434 0.0626315 0.0717642 0.0822566 0.0562407 0.0549638 0.0544729 0.252557 0.125195 0.148001
threshold=74.757955233350017 72.62331947780001 -0.097799999999999984 40.806664626150003 75.629015667650023 97.491557184450016 0.10646500000000002 0.11061500000000003 -0.10434500000000001 -0.092084999999999986 40.00488309970001 97.491557184450016 0.12001500000000002 75.981203682750007 97.886760529650019 96.741477366050006 -0.054875 75.424692849750016 -0.237895 75.424692849750016 40.858951393400005 0.084565000000000015 98.752444047600008 83.602982482550019 0.13747000000000004 -0.24150999999999997 -0.14314999999999997 99.647700605050019 41.559097512700014 104.22883325935001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 6 19 24 8 -8 10 -10 11 -2 13 -7 -15 -11 17 -17 25 -5 -16 22 -13 -24 -6 -3 28 -28 -22 -30
right_child=3 2 -4 4 5 12 7 -9 9 15 -12 21 -14 14 20 16 -18 -19 -20 -21 26 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00012647244889567893 -0.10359200419345681 -0.10457328013083352 -0.10664667760981728 0.03200459732304977 -0.10354386766301792 -0.10594866011450053 -0.099648797353649649 0.05240781548488789 0.10052235016170828 0.024850969089392761 -0.099403613908848928 0.10124440718767938 0.059473597223160493 0.103027725744472 0.054499907864205388 -0.10632498475014958 0.00074855443704578673 -0.017228193522033804 0.074694229829955869 0.091060156205257217 -0.10127432013619378 -0.012390121448150986 -0.10102158779409108 0.063523704838219786 0.025214338707517617 0.028008612650899586 -0.082025684311425984 0.0030243347540792219 0.074575316284461998 -0.016556145024996395
leaf_weight=73.764477323276694 0.13828622875735053 0.067311513854292571 0.43477498784704849 0.46985391807356602 0.19700256634541791 0.13589050236623723 0.38879148458922408 0.1435497914573034 0.35476045135021461 1.2607612241699815 0.27853201932293803 0.12083042737504002 0.41063886826032092 0.25803800544235844 0.23919490104981367 0.1770131353987362 5.4137648243573597 0.77844962025068298 0.099971271265530959 0.38886917244599317 0.071915847110175402 0.69756268947654121 0.053190102003100037 0.070846653083648903 0.040980209654662758 0.058395200176164508 0.3773036347083697 4.6789201744329603 0.43185462857945822 0.30341423064970741
leaf_count=2655 19 34 62 25 106 10 87 21 27 8 40 4 24 4 9 10 275 91 12 24 51 118 35 89 9 11 16 462 69 226
internal_value=-1.62962e-05 -0.000720627 -0.0670804 0.00291542 0.0104737 0.00467197 -0.00320984 -0.0586456 -5.15876e-05 0.00486087 -0.0289092 -0.0107408 0.00763656 0.00436 0.00671667 0.000413033 -0.00442435 -0.0337346 0.00914515 0.0587477 0.00264432 0.00288362 0.0463945 -0.00703748 -0.0813719 -0.0429843 0.000528895 -0.00332224 0.0246525 0.0369692
internal_weight=92.3051 74.4249 0.660453 17.8802 8.00388 7.14515 9.87634 0.532341 9.344 7.98475 1.35925 1.08072 6.90717 6.49653 6.36064 7.62999 6.36923 0.955463 0.225678 0.858723 6.1026 0.94243 0.244867 0.124037 0.237983 0.125707 5.86341 5.05622 0.807185 0.735269
internal_count=4633 2774 119 1859 1035 986 824 108 716 411 305 265 871 847 837 384 376 101 57 49 833 246 128 124 115 45 824 478 346 295
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=31
num_cat=0
split_feature=4 2 2 4 3 3 4 4 4 0 1 1 2 2 4 2 4 3 2 1 0 1 0 2 0 2 2 2 3 4
split_gain=0.0173941 0.113536 0.115351 0.0444666 0.0706127 0.0746185 0.0413344 0.0285334 0.104352 0.0879021 0.0646457 0.0687714 0.0895962 0.0813648 0.0500244 0.060085 0.124119 0.0344665 0.135538 0.111057 0.306778 0.108322 0.237899 0.268622 0.124252 0.097863 0.0955802 0.0847088 0.0842569 0.0818375
threshold=32.724174661450007 -0.10771499999999999 -0.056184999999999992 34.424709467050008 0.10526500000000003 -0.041994999999999998 30.518512326550006 37.041406607950009 37.765550062200006 92.773313165550022 69.633754036750005 71.397382570300024 -0.043559999999999995 -0.59915999999999991 36.558960102350007 -0.10040499999999999 35.374259656300005 0.10487000000000003 -0.16164499999999998 63.452988794850008 93.72771580185001 70.940344688150006 97.722764583650005 -0.027754999999999998 99.755238930300024 -0.61402999999999996 0.075080000000000022 -0.013285 0.10336500000000003 40.986363433950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -4 10 9 -9 14 12 -12 -13 15 16 -5 28 25 27 -21 -22 -23 24 -24 -19 -25 29 -10 -20
right_child=3 2 6 7 -6 -7 -8 8 17 -11 11 13 -14 -15 -16 -17 -18 18 19 20 21 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.10486911922833629 -0.016518002718279894 0.067212187485942862 0.027549869088269691 -0.014421927045681191 -0.031368394968382708 0.07021698121103967 -0.10422462739602321 0.052969944708744568 5.1021811178793927e-05 0.009358765540496982 -0.037547442356013726 0.093435222389284728 0.0087625800824369226 -0.1027628118732388 -0.019459313403292846 0.00034606865306714983 0.084354572595886523 -0.0020334201154570877 -0.021080666733868977 -0.085964010176741434 0.046564568954768577 -0.11370735512303892 0.086943651168424327 -0.11139730783000451 -0.0010074919231600847 0.072160475177757977 -0.0072624184319463551 0.01714980767381517 0.021058779081949242 -0.00053949307162204309
leaf_weight=0.11436108127317368 0.13921077851261998 0.16366754270654482 0.034163618558326614 0.23633345015605356 0.15987367234498606 0.34500097499369431 0.078499751538615214 0.63298388617113177 67.609467270896189 1.712689540780161 0.8835365263003041 0.024127743765347653 0.79249724606052019 0.17053517806874674 0.8861594679196968 1.9977023843384805 0.27551789479912259 0.33303798095948878 2.8076277008512971 0.63975770834076628 0.33625340624712396 0.21239427730324667 0.31078015548700733 0.20425201759644729 0.33246178090757894 0.38134788470824688 0.15504802782527349 1.7478251084976353 1.9646553184547872 6.2731395348346268
leaf_count=133 31 33 52 25 19 59 23 38 3391 91 31 9 10 153 35 40 52 22 39 31 10 17 14 24 27 37 35 35 37 80
internal_value=-1.74054e-05 -0.0210726 0.0136071 7.24342e-05 0.026255 0.0452807 -0.0642658 -0.000113045 0.000326224 0.0211273 -0.00725739 -0.0221845 -0.0156502 -0.0784448 0.000965953 0.00817841 0.0387472 -0.000259464 -0.00483753 -0.00716456 -0.0276972 -0.00366624 -0.0175684 0.00279914 0.0414858 0.0375722 -0.0664602 -0.00301019 0.000644245 -0.00689049
internal_weight=91.9549 0.390692 0.276331 91.5642 0.644085 0.484212 0.112663 90.9201 85.6537 2.34567 5.26641 1.8707 1.67603 0.194663 3.39571 2.50955 0.511851 83.308 13.7339 13.0195 2.19095 1.55119 1.21494 1.00254 0.643242 0.714386 0.3593 10.8286 69.5741 9.08077
internal_count=4633 241 108 4392 109 90 75 4283 3928 129 355 203 41 162 152 117 77 3799 371 312 158 127 117 100 41 59 59 154 3428 119
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=31
num_cat=0
split_feature=2 2 3 1 1 0 3 1 2 4 3 4 3 2 4 2 4 1 0 4 3 1 3 3 3 3 2 3 2 2
split_gain=0.0173533 0.0906282 0.393583 0.0861652 0.229132 0.112577 0.195662 0.105707 0.0631781 0.332477 0.0986074 0.147503 0.0690832 0.0626521 0.16116 0.44422 0.589465 0.189939 0.552468 0.514693 0.179256 0.131489 0.0953052 0.316515 0.183035 0.0923899 0.117829 0.0823646 0.0820686 0.0804944
threshold=-0.06828999999999999 -0.05953 0.10020000000000003 61.076391807500009 61.821094709650005 85.968825637350008 0.10385500000000002 61.944763783650011 -0.054875 40.003678352300007 -0.245505 39.032633164100012 -0.26804999999999995 -0.085550000000000001 42.546237522150008 -0.081844999999999987 41.808689985400001 70.816675614150014 86.624809421150005 37.892416320650007 0.085235000000000019 62.020040611300011 0.079395000000000021 0.083070000000000019 0.086955000000000018 0.098085000000000019 -0.07490999999999999 0.10087500000000002 -0.082484999999999989 -0.088274999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 -3 -5 6 -6 -7 9 -9 11 12 -10 29 15 16 -15 18 20 -20 -17 -21 -16 -24 -25 26 -19 -22 -26 -1
right_child=1 3 -4 4 5 7 -8 8 10 -11 -12 -13 -14 14 22 17 -18 25 19 21 27 -23 23 24 28 -27 -28 -29 -30 -31
leaf_value=-0.00034552976851652951 -0.0080407913356436971 -0.045757265452712886 0.093587193902930008 0.068638222530201007 -0.0067885796830755331 0.031856138960244855 -0.074906502033536479 0.090928246040588648 -0.050996894705811452 -0.026568044446650875 0.00068186979708928681 -0.10577908085990791 0.04669992622427533 -0.11505588351910655 -0.01713595199349871 -0.024621485698412361 -0.0020578190639984405 0.066436621591212539 0.022341292910756136 -0.043691257051820365 0.029814342115745841 -0.1118743870429801 0.086022809526195704 -0.022742489528406126 0.037926279446199702 -0.0042143492243531099 0.009709242934907358 0.0015259013290959149 0.0023005701302941878 0.015085968171226344
leaf_weight=34.063255365274145 1.2186094142580248 0.39710805747696909 0.55446149916679122 0.49492790643125673 2.4421028776750968 1.1343763479962969 0.50968827035103448 0.43429295355599862 0.13144417371739792 0.54063286748714745 27.763550986938768 0.21863097134132659 0.16107202196644976 0.91041420457784805 1.2372860727627983 1.6517274787183849 0.9365711700893371 0.67378496150558942 0.55674357619136561 0.40093453973531701 1.8795725659874731 0.96019936725497246 0.54068441479103047 1.5326783611963035 1.3493444691266634 0.96253306575749764 0.8019755892869399 2.2751000206917524 1.2416208926952093 3.7526455038955637
leaf_count=2391 45 180 25 15 98 19 33 22 28 36 1047 30 25 60 26 20 39 28 17 21 36 45 72 48 18 38 23 15 26 107
internal_value=-1.62743e-05 0.00169499 0.0237396 0.000553034 0.00109663 9.3856e-05 -0.0185506 0.00190515 0.000743575 0.0257722 -0.000119423 -0.0436426 0.00279918 -0.00112179 -0.00599382 -0.0126433 -0.0577567 -0.00444422 -0.0121253 -0.0586589 0.00324501 -0.0917904 0.00753764 0.0140827 0.00465005 0.0198885 0.0356091 0.0143236 0.020854 0.00118581
internal_weight=91.728 36.0009 1.77307 34.2278 33.8307 33.3358 2.95179 30.384 29.2496 0.974926 28.2747 0.511147 0.292516 55.7271 17.9112 12.0096 1.84699 10.1626 7.72428 1.91788 5.8064 1.36113 5.90161 4.66433 4.12364 2.43829 1.47576 4.15467 2.59097 37.8159
internal_count=4633 1603 70 1533 1353 1338 131 1207 1188 58 1130 83 53 3030 532 342 99 243 154 83 71 66 190 164 92 89 51 51 44 2498
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=31
num_cat=0
split_feature=4 4 4 3 3 3 4 3 2 2 3 0 2 1 1 2 2 3 3 0 3 2 2 4 1 0 4 0 2 0
split_gain=0.0196453 0.17253 0.166226 0.123404 0.301415 0.0829249 0.190343 0.181802 0.178401 0.421284 0.30176 0.1746 0.500217 0.117778 0.155289 0.430609 0.117438 0.221653 0.0982559 0.104214 0.237098 0.0954284 0.0998828 0.268582 0.0925273 0.442369 0.266389 0.139587 0.208349 0.159651
threshold=41.559097512700014 41.741384785950011 41.529896397300007 0.08674500000000003 0.082685000000000022 0.08846500000000003 41.808689985400001 0.086955000000000018 -0.08725999999999999 -0.083834999999999993 0.090235000000000024 85.823648898300021 -0.14314999999999997 80.13218303615001 63.452988794850008 0.075080000000000022 -0.025719999999999996 0.10214000000000002 0.08759500000000002 86.866770652900016 0.087795000000000026 -0.088880000000000001 0.04932000000000001 42.055256506450007 62.678712853250012 88.350799540950007 41.976795488650005 92.773313165550022 -0.23168999999999998 89.474575039450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 -3 24 10 -10 -7 -12 -13 14 16 -16 -11 -18 -9 -20 -21 -22 23 -23 25 -8 -26 28 -28 -30
right_child=1 5 -4 -5 -6 8 7 18 9 13 11 12 -14 -15 15 -17 17 -19 19 20 21 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.00057410751906877215 -0.066254690731994373 0.084025180822416223 0.051100843642830511 -0.050351754628945068 0.079166067792363515 -0.097815675485554671 -0.0037671361407595749 0.051506416378711409 0.057167394214552206 -0.0010994768502046697 0.016149671360628403 0.0013621563237684342 -0.1087966527328434 0.027719331996374292 -0.10633323963636165 0.064218065503017938 -0.10518525284671276 -0.0026632020483030473 0.042145151712063483 -0.076641003704195729 0.040789184683678884 0.10092114145947778 0.016992792121474091 -0.10896253385388804 -0.10441785877100898 -0.10188257912518711 -0.041768314520126595 0.0012074585365311015 0.0078130767211897056 0.071274668235456071
leaf_weight=53.95996411281439 0.28640982532669923 0.28905892249895515 0.65906769132425225 1.2052188300722262 0.28372943097019743 0.49739382022380541 8.364359262231833 0.87696073223150905 1.1558920044917602 5.3457736088312213 1.1919236686189836 1.3410549940008993 0.59514714854299144 0.84603894548104097 0.50205080548766989 0.20994299122799021 0.33134192507350313 0.58005827538727317 0.88551101194025283 0.32947714813053641 0.81710006529465395 0.083449806217685274 0.62636116519570351 0.22634101769108383 0.21679913620300695 0.48623881093226451 0.32606712504093582 7.100719666312898 0.66367790445292285 0.98438624109621742
leaf_count=2218 48 16 34 31 30 50 474 31 21 79 50 82 47 57 55 32 36 32 15 46 9 3 5 68 36 10 99 820 36 63
internal_value=-1.79921e-05 -0.00180907 0.00118379 -0.0322184 0.00611386 -0.000260966 0.00340595 0.00234608 -0.00674572 0.000819717 -0.0254659 -0.0139618 -0.0324983 -0.00751427 -0.0117915 -0.0560434 -0.00675619 -0.0399354 0.0220975 0.0134087 0.00119083 0.0158173 -0.00597896 -0.0524252 -0.00184018 -0.00915745 0.00512977 0.00774687 0.0312684 0.0457186
internal_weight=91.2675 36.6485 54.619 1.77536 0.570139 34.8731 22.2765 21.9874 12.5966 8.9711 3.62552 3.12813 1.9362 7.81521 6.96917 0.711994 6.25717 0.9114 3.8452 2.96824 2.08273 1.75325 0.936152 0.309791 18.1422 8.8506 9.29165 9.07485 1.97413 1.64806
internal_count=4633 2381 2252 109 78 2272 1731 1715 541 312 229 179 129 291 234 87 147 68 177 146 131 85 76 71 1538 484 1054 1018 198 99
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=31
num_cat=0
split_feature=3 3 4 2 2 4 3 4 2 1 3 1 1 4 2 1 2 2 1 3 3 2 2 0 2 2 4 1 4 4
split_gain=0.0169454 0.133855 0.133084 0.216826 0.212052 0.0972584 0.0948888 0.206147 0.20985 0.19908 0.147628 0.135812 0.129195 0.0923945 0.0840161 0.153482 0.149388 0.113023 0.150141 0.080757 0.157532 0.0779649 0.116192 0.0811672 0.0675828 0.180759 0.0661345 0.115221 0.0860273 0.145435
threshold=-0.10696499999999999 -0.23921499999999998 48.914776625700007 -0.036264999999999999 0.26597500000000007 38.621016321050007 1.0000000180025095e-35 41.444941515100005 -0.26416999999999996 62.084563606450011 0.072890000000000024 71.365121072750014 65.036490633650018 38.751720283100006 -0.23353499999999996 61.93938686740001 -0.23455499999999999 -0.23557500000000001 73.448676123850007 -0.25587999999999994 -0.26804999999999995 -0.071969999999999992 -0.081844999999999987 94.426714915750011 -0.093604999999999994 -0.124155 48.823707093150006 72.327589083450007 45.921757303800007 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 13 5 -5 7 9 -9 24 12 -11 -8 -3 16 19 17 18 -1 20 -16 22 23 -15 25 -2 28 -28 -12 -30
right_child=6 2 -4 4 -6 -7 10 8 -10 11 26 -13 -14 21 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.10242804932971945 -0.10467431098773301 -0.036176985716221161 -0.044306424501325242 0.016401022777363685 0.069017334429117672 -0.076281013318691387 0.079652973436212568 0.099327871943712717 -0.10485967916147283 -0.054491028901999708 -0.0001221983260615342 -0.0038147792078543638 -0.010036266945271589 0.080935501196413739 0.066009310859887857 -0.0042551644619444632 -0.10376614686558623 0.100600435730755 0.055940824560292604 0.10121956765961999 -0.10285400932256875 0.10380840691643528 -0.028019781826708563 0.015376295531264609 0.095684170322564696 0.10190578012971521 0.073185448618497725 -0.013528212446478869 -0.088116432455384697 0.0086202163664748001
leaf_weight=0.1358847478768439 0.074834094365826331 0.10695011528901033 0.25771299289772276 0.16512152262839497 0.22418745545837737 0.36023621152457963 0.43269349727779527 0.057598986590164714 0.39898815908975382 0.70808784399805835 75.600694877175457 2.0891652099971907 0.25540932827493634 0.64332209190797607 0.19691600423230682 6.0403430043263597 0.22288485552417103 0.086244047073705588 0.10700200387202585 0.20868165616343493 0.076789111533457799 0.31772269681096021 0.17157727852463722 0.26732070207617653 0.22219566395506252 0.097597837448120117 0.32651595164861547 0.28873975789099404 0.29662446292513678 0.32645322591633885
leaf_count=79 50 57 37 8 28 81 12 8 142 30 2980 63 40 105 85 255 34 13 53 10 8 4 4 50 5 2 53 230 79 28
internal_value=-2.27425e-05 0.0039528 0.0237723 0.0315477 -0.0124051 -0.0471508 -0.000492354 -0.0162527 -0.0791012 -0.00726248 0.000249337 -0.0166428 0.0463622 0.0534103 -0.00309044 7.97574e-05 -0.0405502 0.00225916 -0.0326598 0.0543607 0.018634 0.0602544 0.0474676 0.0616905 0.0592285 0.0122517 -0.000163609 0.0324907 -0.000427185 -0.0374326
internal_weight=90.7645 9.5889 2.51415 2.25644 0.749545 0.525358 81.1756 3.64847 0.456587 3.19188 77.5271 2.79725 0.688103 1.50689 7.07475 6.52273 0.552016 0.329131 0.242887 0.482387 0.273705 1.39994 1.08222 0.910643 0.394628 0.172432 76.839 0.615256 76.2238 0.623078
internal_count=4633 911 374 337 117 89 3722 300 150 150 3422 93 52 220 537 358 179 145 132 103 93 163 159 155 57 52 3370 283 3087 107
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=31
num_cat=0
split_feature=4 4 2 4 0 3 3 2 1 3 2 0 1 1 3 4 1 2 3 1 0 0 4 4 4 3 2 1 0 0
split_gain=0.0164475 0.163126 0.152144 0.114836 0.122384 0.0876969 0.151477 0.121417 0.10494 0.103291 0.154138 0.180646 0.385594 0.144354 0.40561 0.133381 0.099171 0.254663 0.0862332 0.162369 0.265076 0.180941 0.143509 0.230217 0.218749 0.137807 0.27777 0.165089 0.557389 0.142183
threshold=40.467253020850002 40.300545846000013 -0.054875 40.767054867700004 92.464140480550014 0.088145000000000015 0.088075000000000028 -0.24150999999999997 77.621163142300006 0.090235000000000024 -0.06828999999999999 86.264556031700025 75.424692849750016 71.322105742700003 0.10020000000000003 40.986363433950011 66.439865777750015 -0.078504999999999991 0.091705000000000023 61.928633034850002 85.866664228400012 85.732241321850012 40.165165956550005 40.003678352300007 39.746231405950006 0.094780000000000017 -0.10040499999999999 62.00390986255001 86.474255765850003 96.082805124100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 -3 4 -2 6 7 -5 9 10 11 -7 -13 15 -15 -11 -17 -18 19 20 21 -1 23 24 -21 26 -20 -27 -29 -28
right_child=3 2 -4 5 -6 8 -8 -9 -10 13 -12 12 -14 14 -16 16 17 -19 25 22 -22 -23 -24 -25 -26 27 29 28 -30 -31
leaf_value=-0.03316099464137607 -0.0052759628950431632 0.05056714944909374 0.0080952384799518554 -0.064155590465449386 -0.038292179669682173 0.0053221289895787477 0.042068366508952543 0.0035249534883596899 0.016898712798976725 -0.036361987764833029 0.016730059173031615 -0.096702863978439912 -0.0085630448490538729 -0.10473405296581631 0.017894499206901927 -0.0009330233744053141 0.057606262428347446 -0.034476810147153293 0.07079906300428758 -0.0092355604304485677 -0.10258351249333864 0.10308913477378762 0.060707529655157792 -0.066833949867812589 0.025218881437939412 0.016252719424963012 -0.013672168162800147 -0.11036843581111278 -0.0023988226640671486 0.030004586093096891
leaf_weight=0.3602225915782914 3.8741241048628572 1.1899231454681283 2.8965622172963768 0.26778706272779018 1.5808358271510767 0.89255196848535057 1.0223841992556106 26.073627003324525 2.203115984678333 0.99254315267899684 0.83295200648991041 0.91284978945623185 1.0878502428531645 0.49798940605251008 0.58845494178240187 15.226617702200203 0.91127896029502153 0.44797894079238065 0.85691041145139513 9.3180104538722137 0.44703091385599691 0.13362343236804008 0.33642692471175983 0.58272348134050922 2.2969411179401495 3.6872750637121481 1.6337161165683931 0.5110858652187743 7.4173870991022604 1.3706280755486657
leaf_count=146 131 31 40 254 55 39 9 1669 231 15 26 37 7 53 54 331 39 31 39 708 15 2 26 62 54 64 37 19 375 34
internal_value=-1.83594e-05 0.00175925 0.0204624 -0.00104129 -0.014844 0.000407825 0.0043027 0.00283691 -0.00392567 -0.00597463 -0.0211757 -0.0320885 -0.0487782 -0.00293994 -0.0383143 -0.000753603 0.0013773 0.0272579 -0.000880644 -0.00672959 -0.0467949 0.00370517 -0.00372207 -0.00549912 -0.00242194 0.00421171 0.0205781 -0.00122872 -0.00935877 0.00625384
internal_weight=90.4514 33.0385 4.08649 57.4129 5.45496 51.958 27.3638 26.3414 24.5942 22.3911 3.7262 2.89325 2.0007 18.6649 1.08644 17.5784 16.5859 1.35926 28.952 13.475 0.940877 0.493846 12.5341 12.1977 11.615 15.477 3.86125 11.6157 7.92847 3.00434
internal_count=4633 1652 71 2981 186 2795 1932 1923 863 632 109 83 44 523 107 416 401 70 1581 1013 163 148 850 824 762 568 110 458 394 71
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 4 3 3 3 3 2 3 3 1 3 2 4 4 0 2 3 2 3 4 4 2 1 4 4 1
split_gain=0.0198564 0.0802416 0.18541 0.247548 0.202769 0.127837 0.061329 0.123892 0.205947 0.0762361 0.227022 0.308696 0.162666 0.24866 0.117283 0.284353 0.277521 0.0899117 0.168843 0.0981802 0.284045 0.0891712 0.106191 0.0891284 0.233411 0.164832 0.182937 0.225599 0.142894 0.335953
threshold=-0.06828999999999999 -0.053874999999999999 70.182199495350019 85.968825637350008 -0.057599999999999998 40.679780036550007 -0.24748499999999998 -0.26568999999999993 -0.27297999999999994 0.084365000000000009 -0.036264999999999999 0.095830000000000012 0.086375000000000021 70.816675614150014 1.0000000180025095e-35 0.0041150000000000015 39.746231405950006 40.986363433950011 106.56510337475001 -0.017745 -0.091114999999999988 0.050115000000000014 -0.11223 41.489621506400006 41.808689985400001 1.0000000180025095e-35 61.998532946250002 40.300545846000013 41.873095646600007 62.111448187750007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -5 7 8 -3 14 11 -11 13 -12 17 16 -16 19 -19 -8 21 -21 -23 25 -25 26 -14 -28 -26 -30
right_child=1 6 4 5 -6 -7 9 -9 -10 10 12 -13 23 -15 15 -17 -18 18 -20 20 -22 22 -24 24 28 -27 27 -29 29 -31
leaf_value=-0.0012184738116127495 -0.022950541941435476 -0.10251884487060242 -0.10456694887214101 0.07273035950184735 0.004682059054379308 0.023446053733358632 -0.013219482047766013 -0.096709289585760902 0.057167573178669363 -0.0076179449755818642 -0.10663114401412564 -0.082926738533834365 -0.004433310061842082 -0.00077705624574273793 0.016746797306771949 -0.0004649747033750939 0.082819340462706989 -0.072390231349190884 0.060891803763453684 0.10224725288137876 -0.041578849862842167 0.08562180102996185 -0.030171952293035112 -0.098095246861312047 0.070605902071685489 0.0021145999002937644 0.021560682011655979 0.099320581877717945 -0.090979773117835297 0.0019883845164042407
leaf_weight=54.516300205772865 0.71485530190693669 0.12314621453653274 0.23331818820406625 0.9362180097959939 0.62492374722432931 1.2020641998387871 2.060564740095288 0.19594881208360249 0.23467297438878632 1.7739818370701024 0.3460662073966877 0.78523059282815655 0.90233251545578541 0.61859315751104305 1.8205070329786397 4.6904183604500247 0.97678598701168073 0.44473316309392874 0.12088165310706245 0.32673161849379562 0.40164947552500685 0.15857367628314045 0.1582212602788784 0.26750966711506308 0.25556217378471036 8.6407202189142662 0.94976698487062072 0.61449460801668465 0.42571781080187054 4.4696694221313464
leaf_count=3030 26 88 58 33 14 24 20 31 20 27 49 37 16 52 16 178 51 114 24 7 28 37 16 23 5 286 34 24 57 208
internal_value=-2.02337e-05 0.00182122 0.0157347 0.0279933 -0.0250179 0.0450245 0.000195466 -0.0327921 0.00221027 0.000780797 -0.00290646 -0.0307246 0.00116391 -0.0387516 0.00740573 0.0145844 0.0398187 -0.00723505 -0.0439056 -0.000556644 0.0244081 0.0655931 0.0277893 0.0034939 -0.00702073 0.00862323 0.0314236 0.0521074 -0.00229086 -0.00609641
internal_weight=89.9902 35.4739 3.71138 2.85314 0.858242 2.13828 31.7625 0.553768 0.357819 31.2087 20.0496 2.55921 17.4904 0.964659 11.1591 7.48771 2.79729 3.67136 0.565615 3.10574 1.04518 0.643527 0.316795 16.5258 5.41846 11.1073 2.46659 1.56426 5.15095 4.89539
internal_count=4633 1603 155 83 72 57 1448 139 108 1309 818 64 754 101 491 245 67 246 138 108 88 60 53 653 293 360 74 58 270 265
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=31
num_cat=0
split_feature=1 0 3 3 2 2 3 3 2 2 4 1 3 2 3 4 1 4 3 2 4 1 4 2 1 3 3 2 3 3
split_gain=0.0171979 0.0682187 0.0668534 0.0613649 0.0389185 0.0534741 0.0190762 0.120629 0.117785 0.171972 0.17109 0.0814725 0.0728491 0.185062 0.0686772 0.0619394 0.208731 0.0880414 0.105642 0.0672347 0.0616397 0.12175 0.0587894 0.0552464 0.0660345 0.0658674 0.0524411 0.0720686 0.0748734 0.129586
threshold=87.313054702550019 110.27248713660002 0.078655000000000017 -0.144095 -0.045684999999999996 -0.16262999999999997 -0.10696499999999999 -0.23921499999999998 -0.036264999999999999 0.26597500000000007 48.914776625700007 71.322105742700003 -0.24665999999999999 -0.040509999999999997 -0.086715 47.74983977685001 61.998532946250002 41.772405911750006 -0.222165 -0.26416999999999996 40.250747516500006 64.630533455950015 35.887362732750006 -0.038374999999999999 75.085947125300024 -0.098985000000000004 -0.24748499999999998 -0.047144999999999999 -0.26568999999999993 -0.27297999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 7 12 10 11 15 20 22 -14 23 16 19 -18 -19 -9 -10 -22 -1 24 25 -8 27 -24 29 -29
right_child=1 2 -4 -5 -6 -7 14 8 9 -11 -12 -13 13 -15 -16 -17 17 18 -20 -21 21 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=0.045270451269642895 -0.10051068236393448 0.031420575305208746 -0.1004728793393755 0.067017075959241459 0.042608435985503706 -0.10294049346565495 0.0022891780129836118 0.075313029628616732 0.034494915745312611 0.06680468536654903 -0.050066866775059372 -0.10631469196638613 -0.092348625569549883 0.0042576908174910113 -3.0432389566275688e-05 0.10018786673256762 0.080464620132931236 0.076249934771319847 -0.035034010527806435 -0.10476775299945573 0.052154031154141703 -0.10802160522447118 -0.0012094928937388184 -0.049531292282296656 0.010363173209431961 -0.1053896609981838 0.018001339435937139 -0.10234538321043865 -0.094532902038857461 0.040217992080269299
leaf_weight=0.29561778354121759 0.084426394983664887 0.047277547237627005 0.057807527095690148 0.13776073268623179 0.064639216738498817 0.079312202915559737 0.11061589784685566 0.025354126293677726 0.14277088176458885 0.20729179469162773 0.18555989072774526 0.14003152982331812 0.30268528671695094 0.57494729419067869 78.69200718840159 0.22533958282292577 0.65016249832979156 0.16239222045987844 0.17970028102718061 0.11374775057811382 0.073737779717191643 0.13313193891917763 4.0227280026920758 0.4932535446453119 0.59366495459835278 0.11678337460000421 1.2099665660934995 0.099484645072863032 0.17498268754428625 0.17755077669789898
leaf_count=86 197 33 318 131 31 40 20 4 8 25 19 15 41 16 2969 13 26 7 35 118 48 10 183 33 14 66 15 78 25 9
internal_value=-1.64509e-05 -0.0190701 -0.00129407 0.0161329 -0.0205239 -0.0527606 8.43144e-05 0.00442349 0.0245756 -0.00954121 0.0399934 -0.0418605 -0.00215647 -0.0290607 -0.000409075 0.0523113 0.0427754 0.0588577 0.0177928 -0.0719444 -0.0160466 -0.0509277 0.00179181 -0.0230795 -0.00718858 -0.0530105 -0.000469174 -0.00546358 -0.0433228 -0.0109771
internal_weight=89.5747 0.471224 0.386797 0.32899 0.191229 0.12659 89.1035 9.09718 2.23922 0.696964 1.54226 0.489672 6.85796 0.877633 80.0063 1.3567 1.13136 0.992255 0.342093 0.139102 0.349641 0.20687 5.98033 1.31432 0.821064 0.227399 5.68471 4.47475 0.452018 0.277035
internal_count=4633 750 553 235 104 73 3883 781 328 106 222 81 453 57 3102 203 190 68 42 122 66 58 396 133 100 86 310 295 112 87
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=31
num_cat=0
split_feature=2 2 4 1 1 0 0 3 1 0 1 1 3 1 3 3 2 1 1 2 2 2 4 4 3 3 0 2 0 1
split_gain=0.0182283 0.0767448 0.384181 0.067333 0.200844 0.0827505 0.217172 0.159459 0.0787311 0.115845 0.178486 0.19664 0.0674563 0.153874 0.169161 0.0999625 0.231832 0.104947 0.135189 0.194755 0.156218 0.0968226 0.141293 0.163918 0.152267 0.108729 0.110325 0.132791 0.0599857 0.082407
threshold=-0.06828999999999999 -0.05953 40.21994457600001 61.076391807500009 61.821094709650005 85.968825637350008 86.036037090600004 0.10385500000000002 61.923256118600001 86.345209775600011 61.966271448700006 62.036171360100006 0.08326500000000002 65.130586668250018 -0.15544999999999998 0.08729000000000002 0.04932000000000001 61.998532946250002 62.084563606450011 -0.054875 -0.033594999999999993 -0.038374999999999999 37.345948426100009 42.055256506450007 0.079470000000000027 -1.0000000180025095e-35 94.165934477050016 0.050115000000000014 82.605564516150011 59.98487780655001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 28 -5 7 -7 -6 -8 10 -10 -12 13 14 -11 16 -14 -17 -19 -20 -21 -15 25 -24 -25 26 -23 -28 29 -3
right_child=1 3 -4 4 5 6 8 -9 9 12 11 -13 15 21 -16 17 -18 18 19 20 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0011618807700882609 -0.065862672946577591 -0.043863066224305913 0.048776419567068158 0.066816371588799148 -0.0054745008280062887 0.076665261623415429 0.043178099032684047 -0.069107937525831289 0.0090519966026601627 0.01004966659363038 -0.0097250097415805589 -0.10862080091541232 -0.092559772738303292 0.018654639528141611 0.094039437733267672 -0.02596917899604767 -0.0068239755329196038 0.036785160816594692 0.069366902316444004 -0.026203177331936979 0.0034584865326670595 0.053397600639625287 -0.029968752322208709 -0.013999279004680398 0.029580768168210248 0.10151699964614676 0.046764534992202018 -0.10669505496829822 -0.10730826445251587 0.095761379731849561
leaf_weight=54.398371241385064 0.3783153257545554 0.22060598258987241 1.2861511969949786 0.45991285983472963 2.3811317586373657 0.38281371816993015 0.43299191491678612 0.47183639621653117 0.73858637548983341 0.5631150845438242 0.40323043713578954 0.40099921413639095 0.38585788788623476 3.0703526601646436 0.41765418299474077 1.3374132816679765 1.7270020232693921 1.1128937131725241 0.39655421144289427 2.1629890166268551 9.9133178714308521 0.31218216149136424 2.1686227680688717 1.7872463931779523 1.4539595851833835 0.19723957582121343 0.10197276435792446 0.1261353795447917 0.10102441511844518 0.052290366656961851
leaf_count=3030 35 163 35 15 98 5 11 33 8 6 18 23 36 27 39 11 108 17 44 39 458 14 133 101 38 9 2 60 10 7
internal_value=-1.7054e-05 0.00176511 0.0227202 0.000717062 0.00119655 0.000266407 0.00183445 -0.0159985 0.000853757 0.000216933 -0.0264403 -0.0590357 0.00172705 0.00815937 0.0458162 -0.00212361 -0.0224813 0.000758691 0.00338985 0.000410141 -0.00185422 0.00415267 -0.00309047 -0.00868823 0.00555012 0.0379695 0.0147707 -0.038093 -0.0414789 -0.0171093
internal_weight=89.3428 34.9444 1.66447 33.2799 32.906 32.4461 29.5931 2.85297 29.2103 28.7773 1.54282 0.80423 27.2345 10.1985 0.980769 17.036 2.11286 14.9232 13.5858 12.4729 12.0763 9.21771 6.14736 5.40983 3.24121 0.73753 0.54029 0.228108 0.373921 0.272896
internal_count=4633 1603 70 1533 1353 1338 1207 131 1202 1191 49 41 1142 429 45 713 144 569 558 541 497 384 357 272 139 85 76 62 180 170
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=31
num_cat=0
split_feature=4 2 3 4 2 3 0 2 2 3 3 0 1 4 2 4 4 0 4 0 0 3 4 2 3 2 4 4 4 0
split_gain=0.0182581 0.0986767 0.101599 0.0380087 0.0571738 0.0960733 0.0610922 0.025945 0.161822 0.126691 0.240403 0.151897 0.053752 0.0966215 0.0484919 0.043417 0.0883048 0.239043 0.0678125 0.136787 0.0716569 0.061672 0.0856001 0.167555 0.127613 0.0583368 0.194672 0.0575539 0.0554237 0.0580067
threshold=32.724174661450007 -0.10771499999999999 0.088565000000000019 34.515670600900002 0.18839000000000003 0.08729000000000002 92.773313165550022 0.20852500000000004 0.22387500000000005 0.094595000000000026 0.08079500000000002 100.53758024625002 80.314998189050016 40.250747516500006 0.18839000000000003 37.140760352250005 36.859113051050009 89.711159354950013 37.892416320650007 91.437149474700007 94.985914206850012 0.10990500000000002 36.257608591500009 -0.08158 0.093185000000000032 0.12616000000000002 39.955516828000007 41.835830569250014 36.016191615950007 91.109157582800023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 14 -9 10 12 -11 13 -10 15 16 21 -18 19 -17 -21 22 28 24 -24 -20 -27 -28 -5 -30
right_child=3 2 -4 7 -6 -7 -8 8 9 11 -12 -13 -14 -15 -16 18 17 -19 25 20 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.10476166247590582 -0.078626400611948366 0.063754928919024664 -0.064274237601018178 -0.0016788448106929265 -0.031672446412671904 0.06201000728844247 0.038474051653036016 0.07635993236809463 0.02195674414314383 0.045581616728632673 -0.10301146475914816 -0.0080606861006187261 0.045092585912801048 -0.057490249911504768 -0.02402082266209507 0.05900990482181432 0.020857279658042387 -0.11622704735386571 -0.0004623439136149859 -0.041844410032711228 0.01406947130338821 -0.040531949229210627 -0.10556052846492597 0.082176856266207965 0.044615987992166456 -0.036774867910557341 0.088227652910223275 0.028870775538658279 -0.086705764044003347 -0.0077250910332314592
leaf_weight=0.10374303851575917 0.097596973929738762 0.15006194541626783 0.10560181404724744 2.3808350833402021 0.15605326887271076 0.42693463155316635 0.081971274481247747 0.31763209053315167 0.34829817734498669 0.95491952501470256 0.29537617671098815 1.1804060817103161 0.21456002473041735 0.27311800717325241 0.86515455655171436 0.58907012452254903 0.2490806635582884 0.25996837936190786 76.383075819814451 0.30213497261865974 0.94950638465786596 0.42667380102895425 0.11252695888200037 0.32277953345692356 0.11381510334467748 0.34782038427874684 0.29793250984948827 0.36164204296892422 0.16796077525214048 0.20833034395400318
leaf_count=133 21 56 52 106 16 67 23 16 23 44 87 28 53 27 31 33 17 28 3427 21 79 37 36 19 15 26 13 44 27 28
internal_value=-1.19025e-05 -0.0225054 0.0108725 7.92548e-05 0.0223088 0.0361982 -0.0251711 -0.000113543 0.00821917 0.00159358 -0.0254617 0.0159282 0.00193898 -0.0129609 -0.000467676 -0.000223561 -0.01008 -0.0491509 0.000304146 0.0192737 0.000572363 -0.00475202 -0.000134598 0.0359202 -0.0300449 -0.00014704 0.02376 0.0556825 -0.00731544 -0.0429788
internal_weight=89.0446 0.359407 0.255664 88.6852 0.762556 0.606503 0.179568 87.9226 3.58431 3.26668 1.13135 2.13533 0.835976 0.621416 84.3383 83.4732 4.24197 0.509049 79.2312 1.84071 1.25164 3.73292 3.30625 0.549122 0.226342 77.3905 1.00739 0.659575 2.75713 0.376291
internal_count=4633 241 108 4392 127 111 44 4265 278 262 190 72 103 50 3987 3956 313 45 3643 133 100 268 231 70 51 3510 83 57 161 55
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=0
split_feature=4 4 4 0 3 4 4 0 1 1 0 0 4 0 0 2 2 3 4 3 4 1 2 3 4 1 2 2 2 2
split_gain=0.0167754 0.144371 0.12999 0.13653 0.265089 0.0624469 0.0604818 0.176937 0.225588 0.169753 0.142672 0.099666 0.155667 0.0719995 0.111135 0.0628848 0.19958 0.280537 0.171313 0.188931 0.102698 0.159302 0.0972661 0.0941105 0.119997 0.0822547 0.147056 0.081664 0.236386 0.129831
threshold=41.559097512700014 41.529896397300007 41.741384785950011 86.420486603250012 0.086075000000000026 41.489621506400006 41.087689990200012 87.261973998100004 71.246828915000023 75.28220456885002 91.498984011650009 100.92471821705001 41.11191809080001 85.823648898300021 86.624809421150005 -0.13006999999999999 -0.16164499999999998 0.089705000000000021 38.983591653800012 0.093635000000000024 35.771221912400001 78.290589216800015 -0.58835000000000004 0.09803000000000002 35.374259656300005 69.633754036750005 -0.59496499999999986 -0.117885 -0.11051999999999999 -0.10040499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 6 15 13 10 -10 -9 -11 -13 -8 -15 16 18 -18 20 -20 22 -22 -1 24 -24 -21 -27 -17 -29 -30
right_child=2 -3 -4 4 -6 -7 7 8 9 11 -12 12 -14 14 -16 27 17 -19 19 25 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.090659637449094152 0.0011384600039999148 0.048488853980585243 -0.00033512023277508659 0.014665311563586473 -0.097637144406775331 -0.02805849192218255 0.01333997037609577 0.032104167860078706 -0.027491673359046172 0.074586896103910921 0.10027516643617124 0.068616712694747395 -0.07422087008241611 -0.022229647549595704 0.010598468444785543 0.021448533928583459 -0.010976794876901078 -0.095605001874469728 -0.0044713581873776073 0.080792205330339942 -0.10337944804800402 0.042667061844575624 -0.052106374561672088 0.10077034287818216 0.09177334634491488 0.093520139013308592 -0.047977973454362964 -0.048112980130414956 0.02829241116141611 -0.00031136343906732709
leaf_weight=0.095982327734702833 0.80997770805197322 0.63553792585162128 33.861525690244562 0.33640289581671823 0.5602377561663161 0.75259620070573774 2.358928164605457 0.73287632060237251 0.81648654810851418 0.3759237282210961 0.528308167369687 0.15360287370845072 0.1516013088166801 2.4585673875262728 1.7763122394680975 1.8095919902558737 1.2495870261330413 0.57055849364343192 1.225227799988261 0.53349336714018125 0.31382173193469498 0.098011874352550876 0.19396359805564622 0.10853031751594244 0.082671702372863365 0.13260932065895759 0.16463364611036013 1.0060484480907437 1.6663342858995225 33.260207103506076
leaf_count=45 44 34 2272 41 24 17 44 40 23 9 20 4 36 28 20 35 118 36 181 15 98 61 130 10 6 11 29 39 75 1088
internal_value=-1.07245e-05 0.00111244 -0.0016923 -0.0286206 -0.0555034 0.000540193 0.000955188 0.00823576 0.0295001 0.00325861 0.0606609 0.0401198 -0.00233371 -0.000661054 -0.00845996 -0.00064656 -0.0114663 -0.0375051 0.00460535 0.0204899 -0.0319666 -0.068622 -0.000591849 0.0218528 -0.00910831 0.0573045 0.0151487 0.000720618 -0.000323255 0.00105331
internal_weight=88.8202 53.252 35.5681 1.70662 0.896641 52.6165 51.8639 9.35261 2.7588 1.49761 1.26118 0.681128 0.305204 6.59381 4.23488 42.5113 4.76909 1.82015 2.94895 2.05596 0.892982 0.411834 0.481148 0.385166 0.276635 0.830736 0.297243 37.7422 35.9326 34.9265
internal_count=4633 2252 2381 109 65 2218 2201 224 132 72 60 49 40 92 48 1977 740 154 586 236 350 159 191 146 136 55 40 1237 1202 1163
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=31
num_cat=0
split_feature=2 2 4 4 0 3 3 1 2 1 1 2 1 3 1 1 0 1 0 2 0 2 0 3 3 4 2 4 4 1
split_gain=0.0164141 0.0916812 0.131722 0.22875 0.213566 0.132038 0.457567 0.112745 0.10956 0.194749 0.111834 0.0561464 0.09316 0.254596 0.0934464 0.0685936 0.187296 0.153014 0.21061 0.133586 0.13267 0.100877 0.083954 0.0530088 0.139325 0.106097 0.21742 0.0585579 0.0518084 0.057623
threshold=-0.031989999999999998 1.0000000180025095e-35 41.489621506400006 40.300545846000013 93.308316333500017 0.098950000000000024 0.087795000000000026 64.294476189700006 0.048475000000000011 69.545034918450014 61.987779113750001 0.067985000000000018 72.327589083450007 0.088890000000000011 80.909147435850016 62.057679025150001 88.350799540950007 66.859265246100009 92.168410086200012 0.17437500000000003 93.047535894850014 0.18839000000000003 96.741477366050006 0.11636500000000001 0.11148000000000002 39.262923716450011 -0.11534 41.444941515100005 41.11191809080001 62.00390986255001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 3 4 -2 6 7 -4 9 10 -3 12 13 -10 -14 19 -17 21 -19 -13 -20 -18 -22 24 -1 26 -25 28 29 -27
right_child=1 8 5 -5 -6 -7 -8 -9 11 -11 -12 15 14 -15 -16 16 17 18 20 -21 22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-0.00046404670694484671 -0.026040751864575225 -0.047502081043265157 0.062889424595404822 0.079202656730111926 0.04468327712215904 0.012610179033821762 -0.10730583167500525 -0.028318946046520105 0.087813211878026598 -0.097878221965092785 0.0037178181179387745 0.073207848450809007 -0.022854456646247939 0.0066806036943875729 0.02335678271775684 -0.072721574725633939 0.073824782270925704 -0.10794133647894398 0.059578717206576176 0.00033764835560874304 -0.023654362526154153 0.0010815776173592382 0.00022633097818131067 0.011480488412168191 0.04680599453469525 0.0068429952070123276 -0.11284427008753753 -0.026012917798064916 0.015945986121099622 -0.025075134932399375
leaf_weight=59.857141956063543 0.80852529611002244 0.59322331200232614 0.35965837758749353 0.69856457097921509 0.90476685776042132 2.6499685447779484 0.4349307366355788 0.21747736220913794 0.50982305112790971 0.29167783365414823 1.5147730600619977 0.34061647545331541 1.1054922436815102 1.6025514332577584 0.72428646207130487 0.39245311117338033 0.41638829773000718 0.19848426451426338 0.31849894787592337 0.96231110566259304 2.0302825438936907 0.3516194719759369 5.3549386054604184 0.27781966877176956 0.63009548433865248 1.1597416023723788 0.28492713003177428 1.0757487800083252 1.3643034882843492 1.1040873890997316
leaf_count=3113 30 57 29 58 32 32 89 25 85 113 30 35 30 12 56 36 16 60 16 39 68 31 334 33 40 13 35 45 10 31
internal_value=-7.99332e-06 0.00230525 0.0128266 0.0309726 0.0113077 0.000875456 -0.0298504 0.0285201 -0.00151973 -0.0212931 -0.0106963 0.00179664 0.0119546 0.026262 -0.00456253 -0.00206654 -0.00515099 -0.00209244 -0.00623395 0.0193877 -0.00361349 0.0405205 -0.00633875 -0.000809449 2.83653e-05 -0.0104317 -0.051467 -0.00552251 0.000552937 -0.00872373
internal_weight=88.5352 22.7813 6.07389 2.41186 1.71329 3.66204 1.01207 0.577136 16.7074 2.39967 2.108 14.3077 3.94215 2.11237 1.82978 10.3656 9.06267 8.67021 7.9022 1.30293 7.70372 0.768008 7.38522 65.7539 60.4872 5.26663 0.562747 4.70388 3.62813 2.26383
internal_count=4633 1313 295 120 62 175 143 54 1018 200 87 818 183 97 86 635 561 525 478 74 418 47 402 3320 3153 167 68 99 54 44
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=31
num_cat=0
split_feature=2 3 3 1 4 0 2 1 0 1 1 2 1 0 0 0 0 4 4 4 2 3 3 2 3 0 4 4 1 2
split_gain=0.0174482 0.075978 0.238704 0.191196 0.188125 0.164398 0.233985 0.201749 0.152905 0.106596 0.172495 0.148327 0.105547 0.0918793 0.078931 0.18169 0.11674 0.116429 0.200025 0.0918122 0.259664 0.161667 0.416154 0.111074 0.0916029 0.0806322 0.112156 0.232844 0.110019 0.112387
threshold=-0.092084999999999986 0.083555000000000032 0.084565000000000015 66.235542959850008 41.741384785950011 91.109157582800023 -0.122165 69.545034918450014 89.980005167950011 70.348883899450016 72.04530097975001 -0.15962499999999999 83.602982482550019 87.727077254650013 85.732241321850012 85.216057360850016 85.882794977150013 41.529896397300007 35.374259656300005 43.276780833950006 -0.10290999999999999 0.086075000000000026 0.085345000000000018 -0.18437499999999998 0.091705000000000023 90.490812212800009 38.238138001450004 35.119813570500007 69.999384342500022 -0.102645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 8 7 -7 13 -9 -11 -12 -13 -1 15 17 -16 18 -4 21 23 22 -18 24 -21 -23 27 -27 -28 -30
right_child=-2 2 14 -5 -6 6 -8 9 -10 10 11 12 -14 -15 16 -17 19 -19 -20 20 -22 25 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.0009544762242963958 -0.0009495645984752357 -0.10346574513208802 0.051925600168043234 0.0921727623610058 0.073650015118508064 -0.10402227243474743 -0.10379393886446336 0.095240551004285121 0.057020417000551028 -0.10503437186654661 0.031891605264665314 -0.10131226257362064 0.01488237306796323 -0.050499168385683163 0.034493081872319663 -0.10534314683255762 -0.0032192108369132992 0.041046223874835489 -0.1056381751593108 -0.10745050610722934 -0.11011744451781438 -0.0052409840143314785 0.099449675796681333 0.031193888238771197 0.0027587726102724815 0.010769442659602167 0.050830626443625383 -0.092737795133408907 -0.0023113992804847019 0.033974731521321827
leaf_weight=4.5635682376125777 60.851528119881422 0.12006872973870741 0.13498901320781698 0.54376104765162836 0.11981103685684502 0.21696068840356275 0.36669847618935314 0.10808802677638585 0.46505625519785088 0.1601203849477314 0.7117829057300773 0.17809101156899265 0.13934365182677766 0.37560855461924791 1.210188203491273 0.21800706639987766 1.1133076227355392 0.338531627348857 0.19985683140316723 0.13301192402104789 0.27322269545402267 8.7266257032752019 0.61172914696362557 0.50861557436360272 0.17417434830849743 0.74569219669022391 0.78702257759869088 0.30672748832263608 2.5595793851602009 1.2806130795784061
leaf_count=494 2367 9 27 20 61 40 112 9 28 40 304 180 136 22 27 25 27 24 37 16 39 112 27 21 28 67 20 80 193 41
internal_value=-6.14757e-06 0.00208975 0.0052601 0.0593653 -0.015003 -0.00665958 -0.0321212 -0.0147662 0.00220301 0.000159608 -0.00848143 0.00653978 -0.0503065 -0.00295841 0.00306575 -0.0259969 0.00447135 -0.000308416 -0.0421183 0.00236152 -0.025741 0.00425873 0.033189 0.00251778 -0.0449619 0.000794549 0.010068 -0.0193977 0.0167697 0.00978916
internal_weight=88.2424 27.3909 20.1055 0.783641 0.23988 7.28532 1.88109 1.51439 5.40423 1.29743 1.18934 1.02922 0.317435 4.93918 19.3219 0.891385 18.4305 0.673377 0.334846 17.2203 1.08902 16.1313 1.72504 0.815802 0.307186 14.4063 5.67963 1.05242 4.62722 3.84019
internal_count=4633 2266 901 90 70 1365 821 709 544 669 660 620 316 516 811 113 698 88 64 671 104 567 54 65 44 513 401 147 254 234
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=31
num_cat=0
split_feature=2 4 2 2 2 4 4 1 1 3 3 4 2 3 2 4 2 0 3 2 2 3 0 3 3 0 3 1 2 0
split_gain=0.0173433 0.137419 0.0462422 0.104101 0.10156 0.102512 0.0705443 0.166347 0.252297 0.0921565 0.0616969 0.0615802 0.0498484 0.138855 0.134663 0.158807 0.0824654 0.0694818 0.255514 0.0618439 0.0887118 0.102113 0.098191 0.0554639 0.150196 0.110524 0.131212 0.0550419 0.122094 0.0741146
threshold=-0.63026499999999996 40.574766824850009 -0.58319500000000002 -0.44343499999999997 -0.54488499999999995 41.685324604100011 39.852039223600009 75.629015667650023 78.27445846800002 0.10052500000000002 0.094235000000000027 39.065416244600009 -0.16164499999999998 0.089505000000000015 -0.15022499999999997 43.219899330700009 -0.14704500000000001 89.711159354950013 0.093745000000000023 -0.23381499999999997 -0.26416999999999996 -0.17949499999999999 71.249517373150013 -0.15544999999999998 0.072890000000000024 93.972365491700018 0.076615000000000016 75.424692849750016 -0.23265499999999997 86.474255765850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 11 9 -8 -9 10 -2 -6 13 19 15 -14 -16 -15 -19 20 -5 22 -22 27 -25 -26 -27 28 -21 -30
right_child=2 -3 3 12 5 -7 7 8 -10 -11 -12 -13 14 17 16 -17 -18 18 -20 23 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.011355436951235238 -0.030142286770784746 -0.071238423934792225 -0.10268229645555932 0.060636539737352536 -0.026443047951373651 -0.071867356605276725 0.064165918776102518 -0.10766699730066039 0.068541691431408952 -0.10604783119630051 0.097448371254193727 0.069470121913191199 -0.10627014176952028 0.075641486102267799 0.047877844661585893 0.0056787667320390969 -0.00023485730761491262 0.10144110871108125 -0.059967410091576717 0.055562088449050064 -0.10424206823873064 -0.071835637416442305 0.0099720878343952379 -0.10172502323993793 0.042902703904454088 0.066531855166058626 -0.10704426412879167 0.071582443966025394 0.023259949938707804 -0.067272460366235118
leaf_weight=0.67280291532756464 0.098154574496844615 0.28753213973413949 0.18539273394389966 0.13099597510070293 0.12572082479949998 0.18643638057665157 0.59486268306500278 0.17257307551335543 0.15356052976244428 0.093051569419912994 0.061735859744658228 0.14317073276106385 0.26000590177994709 0.42847858534878458 0.3578308177445696 0.24718169521452182 80.540105532369282 0.18840857524310195 0.20455850555254074 0.37655578589328798 0.086194213783357898 0.33670508931868459 0.59400176021426887 0.13750725420369625 0.41801644170254804 0.065809278837150487 0.12876054768855738 0.23063811984866334 0.16736720438464692 0.19670257228426635
leaf_count=49 42 23 124 30 38 25 27 17 66 10 10 29 80 25 72 226 3085 7 44 18 40 121 119 143 30 16 44 18 42 13
internal_value=-8.86646e-06 -0.0133738 0.000138813 -0.0001311 -0.0402884 -0.0148839 0.0198514 0.0326981 -0.0246989 -0.026925 0.0191222 0.0246257 0.00017126 0.0115382 -0.000344087 -0.051711 -2.20434e-05 0.0477893 0.0174201 0.00115977 -0.0168185 -0.0267962 -0.00450109 0.0131487 -0.00727717 0.0139235 -0.0483357 0.0289233 0.0156388 -0.0256536
internal_weight=87.8708 0.960335 86.9105 85.7365 0.640721 0.455328 1.17394 0.920996 0.326134 0.252942 0.15989 0.268892 85.0958 3.6907 81.4051 0.507188 80.8979 0.821446 0.392967 2.86925 1.1479 1.0169 0.680196 1.72136 0.750094 0.612586 0.19457 0.971264 0.740626 0.36407
internal_count=4633 72 4561 4389 216 92 172 110 83 62 52 67 4173 710 3463 306 3157 76 51 634 310 280 159 324 233 90 60 91 73 55
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=31
num_cat=0
split_feature=4 4 2 2 2 2 4 0 4 0 0 2 0 0 2 2 3 2 4 0 1 0 2 1 4 2 2 2 2 2
split_gain=0.0172168 0.263611 0.136916 0.104616 0.215947 0.146595 0.146005 0.134315 0.12642 0.132533 0.193162 0.134445 0.124385 0.0988161 0.32658 0.101817 0.112499 0.122112 0.0880628 0.0765279 0.0610266 0.0864313 0.0482881 0.0853558 0.0459918 0.174722 0.175906 0.0417364 0.146245 0.102167
threshold=38.474425342400004 38.751720283100006 -0.038374999999999999 -0.102645 -0.095074999999999993 -0.11051999999999999 37.817254840650008 91.109157582800023 33.036871954450007 90.321439350550008 89.237990724000014 -0.124155 91.886121982450007 93.972365491700018 -0.054875 0.20852500000000004 0.090665000000000009 -0.072755 34.515670600900002 94.940210418650011 61.076391807500009 75.381677519650012 0.18839000000000003 72.62331947780001 39.032633164100012 -0.070854999999999987 -0.11692 -0.16164499999999998 -0.18437499999999998 -0.15022499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 6 8 -8 -1 10 11 20 -11 15 -15 16 -6 -18 -14 -16 21 -10 23 -21 25 26 -3 28 -26 -29
right_child=1 24 -4 4 13 -7 7 -9 9 12 -12 -13 18 14 19 -17 17 -19 -20 22 -22 -23 -24 -25 27 -27 -28 29 -30 -31
leaf_value=-0.1044312010205682 -0.021357491143781139 0.029565117051619717 -0.10183329089128218 0.062769928105339726 0.029458122243137125 -0.075365473445235753 -0.0032737917867905839 -0.11412341527546876 -0.10051411167694507 -0.10347611171337159 0.098496534376288164 0.10058137346966728 0.064352849862094497 -0.10250071385748261 -0.029492589534404486 0.047472508626172395 -0.026154726880496512 0.017263771764820201 -0.012967899493693445 0.053753013834888487 -0.10460233430312336 0.10034676744355936 -0.0091309426662170793 0.0057418600069806718 0.0033014285772923098 0.038126914769221636 -0.083171839116498614 -0.047494649955962642 0.064219349210730428 -0.00068009568135399441
leaf_weight=0.093893215350349446 0.49918124011401233 0.2619963723186628 0.36671807949778568 0.67030185956375987 1.5027515271285752 0.34655094192192493 0.22730771935493965 0.2105690029861762 0.039932899406267097 0.12092503099120222 0.36011686763959005 0.075623832410201208 0.19240854763290827 0.32920330017146948 0.69188797473907637 0.76318783575516125 1.3251245560386449 1.2671748613356615 0.62828682648824952 0.46398837026208717 0.11247924264512221 0.046217528986744583 1.2273977486933771 1.8337889758058592 4.9673972990917719 1.1695367550992148 0.29339222710950708 0.46945966425300767 0.42804324784810788 66.619120819539944
leaf_count=145 32 28 21 34 49 19 19 30 33 12 13 7 27 117 14 37 21 38 124 15 46 11 104 94 767 27 14 283 49 2403
internal_value=-1.05387e-05 -0.000583239 -0.0554399 0.0034211 0.00793118 -0.0150925 -0.00518265 -0.0565799 0.00829472 0.0150106 0.0503412 -0.0128906 -0.00879163 0.00402257 -0.00657381 0.0139385 0.00768884 -0.00493078 0.00515962 0.000914681 -0.0560925 0.00724268 0.00688273 0.0154367 5.685e-05 0.0161948 -0.0299898 -0.00032719 0.00813431 -0.00100769
internal_weight=87.604 75.0748 0.865899 12.5291 10.0748 2.45431 2.10776 0.437877 1.66988 1.57599 0.63437 0.274254 0.94162 9.40451 4.54627 4.85824 4.09505 2.5923 0.820695 4.21706 0.19863 0.0861504 3.52518 2.29778 74.2089 1.72493 0.555389 72.484 5.39544 67.0886
internal_count=4633 3624 53 1009 523 486 467 49 418 273 110 97 163 489 344 145 108 59 151 227 90 44 213 109 3571 69 42 3502 816 2686
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=31
num_cat=0
split_feature=4 3 3 4 3 3 2 4 4 3 4 3 2 1 2 0 3 0 1 1 1 1 0 1 4 0 1 2 3 3
split_gain=0.0168883 0.0727058 0.181158 0.0761884 0.0624668 0.176013 0.0556778 0.124418 0.0919382 0.251777 0.123496 0.0925528 0.083537 0.0718089 0.0713304 0.0707519 0.192023 0.0926297 0.0581516 0.21682 0.146804 0.130981 0.0934776 0.21734 0.103065 0.266509 0.0893168 0.0784051 0.0770167 0.370548
threshold=42.154118731400011 -0.25420999999999999 -0.55393499999999996 42.320906304050006 0.083905000000000021 0.093635000000000024 -0.14704500000000001 43.61821939175001 47.927946529500012 -0.245505 48.393869453650005 -0.25098999999999999 -0.61402999999999996 74.927328095600004 -0.15781499999999998 94.496614827150012 0.10020000000000003 92.464140480550014 61.987779113750001 62.00390986255001 62.009286778800011 61.966271448700006 86.393602021950016 62.116825104000007 42.759119507950011 85.990333302400003 62.186725015400008 0.15915000000000004 0.083395000000000011 0.090465000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 15 9 -9 -10 -12 -11 -14 -13 17 -17 -5 21 -20 -21 28 23 24 25 -22 -25 -24 -8 -30
right_child=1 3 -4 6 5 -7 18 8 10 12 11 14 13 -15 -16 16 -18 -19 19 20 22 -23 27 26 -26 -27 -28 -29 29 -31
leaf_value=0.00087704455625462635 0.027900941258028025 -0.070273496046380876 -0.089228850715923513 0.02466103557876171 0.06912704983543598 -0.061021073586540846 0.018497124142952032 0.099781502350152776 0.085133761683975656 0.063786255763045002 -0.10461137483999997 0.017133461151342174 -0.094069139502313048 0.01510055317874515 -0.078611678275106595 -0.074578759254340696 0.086112657160712203 0.10225200826583199 -0.078947795521512321 0.038999579681323816 0.023975094730093356 0.055976302293813653 -0.0028189481411859799 -0.11687833431872295 0.0049495361174592082 -0.11115095250593297 -0.030782652651686244 0.042341895810877127 -0.079607185467198749 0.024872578196901734
leaf_weight=62.016036590256164 0.23271834142099124 0.28115578557754162 0.30523795659007902 0.31586966162740937 0.17133939811901655 0.26405709789833054 1.3588593277224275 0.11537953407969326 0.20279639462387411 0.046433461103788432 0.078536280988828255 0.85279209712234649 0.38528244739063655 0.071421623045807792 0.085623609875256079 0.15386332760158439 0.1439278222714222 0.2999834418296814 0.38204685343953571 0.80191310986993158 0.28929713718753536 0.52188503500656214 13.719168621655168 0.29361439123749722 1.5842414083272158 0.29459055173356319 0.20436333313227806 0.39551531360439263 0.54621644881262887 0.8967511411428859
leaf_count=2609 37 21 95 37 27 24 64 8 22 8 6 136 183 27 171 43 12 6 25 7 23 12 778 22 63 17 35 53 39 23
internal_value=-1.11797e-05 -0.00218886 -0.0385588 -0.00139856 -0.0335309 -0.00980454 -0.000440813 0.0129444 -0.00204586 -0.0334512 0.0138793 -0.000329931 -0.0640041 -0.0769966 0.00839741 0.043105 0.00308629 0.0624558 -0.00217109 -0.00441916 -0.00279976 0.00997979 -0.00479725 -0.0219702 -0.00828679 -0.0442004 -0.0815458 -0.00155347 0.0014122 -0.0146769
internal_weight=87.3109 25.2949 0.537956 24.7569 0.716552 0.435396 24.0404 2.75191 1.83827 0.618517 1.21975 1.01695 0.503138 0.456704 0.938416 0.913644 0.297791 0.615853 21.2885 17.9648 17.5827 3.32371 16.7808 2.66611 2.16813 0.583888 0.497978 14.1147 2.80183 1.44297
internal_count=4633 2024 132 1892 72 51 1820 659 561 226 335 313 218 210 307 98 55 43 1161 1023 998 138 991 160 103 40 57 831 126 62
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=31
num_cat=0
split_feature=4 2 3 4 2 1 4 1 2 2 0 0 0 0 1 1 0 2 1 1 3 1 0 4 0 2 0 2 2 1
split_gain=0.0368 0.0553379 0.0473498 0.0267841 0.222233 0.0523451 0.0860562 0.0349373 0.037375 0.0248362 0.0867175 0.103319 0.0255349 0.375569 0.65858 0.29921 0.152271 0.132334 0.0809455 0.238619 0.261335 0.147233 0.157792 0.0790024 0.258726 0.185027 0.349365 0.293826 0.287759 0.12642
threshold=31.914316944300001 -0.10771499999999999 0.088565000000000019 34.515670600900002 0.23643500000000003 73.448676123850007 33.361153777850006 69.873026810350026 -0.098419999999999994 0.28423000000000004 100.53758024625002 93.910530954700008 91.625341543800019 90.321439350550008 66.859265246100009 67.606656606400023 90.767723400200012 -0.057599999999999998 65.571493801650021 66.52858489605002 0.10249000000000003 67.606656606400023 89.237990724000014 38.751720283100006 93.308316333500017 -0.054875 94.770837556450019 -0.101255 -0.102645 69.999384342500022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 8 -2 12 11 -11 13 18 16 17 -15 -14 -5 20 -20 -21 -23 24 -17 26 -26 28 -28 -27
right_child=3 2 -4 9 -6 6 -8 -9 -10 10 -12 -13 15 14 -16 23 -18 -19 19 21 -22 22 -24 -25 25 29 27 -29 -30 -31
leaf_value=-0.10406343801551361 -0.0055857140041180838 0.057507696544672297 -0.10249002154634075 3.9501896070467589e-05 -0.10889470905279781 0.047039428879864675 -0.10107311885551103 0.088137925223878269 0.059524430520793342 -0.0036667395506012877 -0.0076224816282177525 0.095102552072090549 -0.10462356403348766 0.094854457224366043 -0.072590824367593773 -0.10698006933388349 0.035972568787931619 -0.021238740119590063 -0.084543787479729848 0.097338780225958835 0.0088360795469906283 -0.10434789691650236 0.070231932088686985 0.0014948780546931249 -0.10878082517532726 0.036582917634841054 -0.016873018857271608 -0.10213839645540555 0.10349535247911795 -0.0049987625075389348
leaf_weight=0.084330075568587404 0.14023907778710054 0.061427174801027884 0.026465739802102206 49.448836573971789 0.11910733640934268 0.099689451738640855 0.064680142712063571 0.18764898250810802 0.23741602389054506 0.19466656406143446 0.66844930217530418 0.23228809703505249 0.39488652555883164 0.96673796128015899 0.40962557863167592 0.26971455285093071 0.80482124886475503 0.36740446481235522 0.70648378717305493 0.22555246762931336 0.52051444165408611 0.10642121654518633 0.1008185544214939 24.737030656386082 0.46257873179820297 0.94939872436225403 0.66560305513661389 0.25356027049491581 0.28308056869451548 3.1807367310507288
leaf_count=129 36 50 43 1610 13 31 41 6 19 29 67 32 28 41 56 12 21 31 31 9 12 35 23 1820 37 11 152 89 6 113
internal_value=-1.43209e-05 -0.0461937 0.00933023 7.73074e-05 0.0177542 0.0384276 -0.0112435 0.0528701 0.0353463 -9.72591e-05 0.0148641 0.0500695 -0.000290399 0.00104467 0.0416819 -0.00254442 0.0681044 -0.0644342 -0.000689616 -0.0224117 -0.0449304 0.0414306 -0.0194178 -0.00101275 -0.011241 -0.00678506 -0.0349293 -0.00651403 0.0190441 0.00455966
internal_weight=86.9702 0.172223 0.0878929 86.798 0.848781 0.729674 0.16437 0.565304 0.377655 85.9492 1.0954 0.426955 84.8538 53.2898 2.18118 31.564 1.77156 0.762291 51.1086 1.65979 1.227 0.432792 0.20724 30.8017 6.06467 5.79496 1.66482 1.20224 0.948684 4.13014
internal_count=4633 222 93 4411 146 133 72 61 55 4265 128 61 4137 1838 118 2299 62 59 1720 110 43 67 58 2240 420 408 284 247 158 124
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=31
num_cat=0
split_feature=4 4 2 4 0 2 3 3 1 4 1 2 2 2 0 0 3 2 2 4 4 4 4 4 3 1 3 2 0 4
split_gain=0.0162676 0.123698 0.121902 0.0857673 0.0783705 0.0805033 0.074945 0.130536 0.100365 0.0940808 0.119671 0.116118 0.538853 0.46453 0.202659 0.265327 0.240817 0.191056 0.16207 0.158331 0.503617 0.150026 0.296946 0.131919 0.217557 0.125478 0.115418 0.113307 0.0883891 0.086682
threshold=40.467253020850002 40.300545846000013 -0.054875 40.767054867700004 92.464140480550014 -0.059424999999999999 0.088145000000000015 0.088075000000000028 61.821094709650005 43.735142172100005 62.132955852800002 -0.06828999999999999 -0.059424999999999999 -0.036264999999999999 86.264556031700025 86.692020874450009 0.10249000000000003 -0.14907499999999999 -0.083834999999999993 41.529896397300007 42.654057868200006 42.081757894750005 42.759119507950011 41.489621506400006 0.099465000000000012 62.036171360100006 0.09557000000000003 -0.25105499999999997 88.122280599850015 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 7 -5 -8 11 -11 14 -13 -14 21 -16 17 27 -18 -19 -21 29 -23 25 -25 -15 -12 -17 -26 -10
right_child=3 2 -4 6 -6 -7 8 -9 9 10 26 12 13 23 15 16 18 19 -20 20 -22 22 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-0.00059925463002308884 -0.013860660257021673 0.046519036729578231 0.0074213942328949511 0.0025275027234617051 -0.031765986669664265 0.019289112656300397 -0.047702906512944988 0.039429671535830838 -0.0013089091970718636 0.078152948227973473 0.023183259885816355 0.086351230206885107 -0.089208504255235077 -0.0064511671351593566 -0.052572998918394287 -0.010182184419109098 0.056553660374486558 -0.01031568733554071 -0.0081108679274854763 -0.098749407832895444 0.00049811735939795634 -0.091587147924085482 0.011857627631623277 -0.063479930867516687 -0.011594318692814394 0.03640654691039627 -0.093483756824781342 0.069663715560356151 0.020404140333647167 0.026909485094934928
leaf_weight=27.086627968999441 2.8271189476727159 1.1048731748596767 2.866139526403912 25.330587443315327 1.5780787867975048 0.98879734540059816 0.5100549394228463 0.99627846197108638 2.0451939105987611 0.31880297954194148 0.45260711117157371 0.74545124549331365 0.57435520620856539 1.0849090004339799 1.8792671922128628 0.37827350920832714 0.78158123984326267 2.2639748986512096 0.76887114718556382 1.0139012888639629 1.0313763724489033 0.43977240631647851 0.75203641186999448 0.58915605313859476 2.0062120774236978 1.8446989862641201 0.10434514195424072 0.33522701736547222 1.5152654208486636 2.3273791054380126
leaf_count=1581 104 31 40 1923 55 27 45 9 15 10 119 20 29 12 22 33 37 34 7 81 38 36 32 62 40 49 35 28 50 29
internal_value=-1.53602e-05 0.00181716 0.0182997 -0.00104114 -0.0130222 -0.00527074 0.000249075 0.00392398 -0.00382238 -0.00285984 0.0292933 -0.0041182 0.00520941 -0.00273419 -0.00968145 -0.0194375 -0.00996413 -0.0205985 0.0244864 -0.0285346 -0.0487017 0.0051383 -0.0263131 0.00432054 -0.00723552 0.0205352 0.00132567 0.0273322 0.00217438 0.0137108
internal_weight=86.5412 31.0576 3.97101 55.4836 5.394 3.81592 50.0896 26.3269 23.7627 23.2527 0.875755 22.3769 8.36005 7.6146 14.0169 8.45247 6.57321 5.02275 1.55045 4.30925 2.04528 5.56438 1.19181 7.04024 4.11063 2.92961 0.556952 0.713501 3.52148 4.37257
internal_count=4633 1652 71 2981 186 131 2795 1932 863 818 164 654 262 242 392 280 258 214 44 153 119 112 68 213 152 61 154 61 90 44
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=31
num_cat=0
split_feature=3 3 2 1 0 1 2 2 1 3 4 2 3 2 0 3 1 3 3 2 2 0 3 2 4 0 2 3 2 3
split_gain=0.0169298 0.122226 0.0886703 0.114238 0.434021 0.204006 0.170486 0.115617 0.0666322 0.0627773 0.119202 0.107432 0.0779396 0.088024 0.0780967 0.0580958 0.0772524 0.0675408 0.0511384 0.139549 0.232129 0.155965 0.143856 0.203122 0.112874 0.144861 0.109881 0.323961 0.104863 0.114848
threshold=0.10526500000000003 0.10646500000000002 0.20852500000000004 68.327163385350005 93.910530954700008 80.314998189050016 -1.0000000180025095e-35 -0.07490999999999999 74.144986779650011 0.11636500000000001 41.641174900500005 -0.070854999999999987 0.25799500000000009 -0.054875 85.799452775150016 0.10336500000000003 62.111448187750007 0.10249000000000003 0.094385000000000011 -0.124155 -0.58319500000000002 97.491557184450016 0.10176000000000003 -0.14907499999999999 39.852039223600009 91.437149474700007 -0.075639999999999999 0.098950000000000024 -0.17605999999999999 0.096095000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 9 -5 6 7 8 -6 10 11 -3 13 14 -11 17 -17 18 -1 20 -20 24 23 28 25 -21 -26 -28 29 -22
right_child=1 2 -4 4 5 -7 -8 -9 -10 12 -12 -13 -14 -15 -16 16 -18 -19 19 21 22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00053823828074814589 -0.039327595155377031 0.0033222526949649722 0.029536186077647714 -0.11926086645220996 -0.013993387746320246 -0.095923799553384217 -0.064609866436027966 0.073882137380890139 0.041306022087056575 -0.0081164945599434477 -0.014794387683302752 0.046276562777855565 0.0069204462566565001 0.0028072927844489302 -0.046011803276890292 -0.0092946072850833197 0.030758616573982614 -0.018330190463833419 0.047854390726314346 0.068972826401478574 0.010634208761891507 -0.017748457458457378 0.0054749700470857511 -0.11131213509124016 0.023502117991795621 0.015795706506190499 -0.028601076759289759 0.055401677343961002 0.043653844347075949 -0.1081692984561016
leaf_weight=56.607375872333023 0.87564382924813244 1.1413990075234326 0.90058637112497386 0.39115155904437537 0.59168036895425746 0.20708675255580988 0.25671006343327452 0.34790044862165803 0.34490961449409951 1.0897277478616136 1.0928578817693049 1.1886258009908437 3.5400086826412007 1.8130423312832165 1.0855936770094556 0.73630248324479852 1.3917683086592658 1.9276561491151927 0.41827667798042956 0.87287929424200994 0.15596747585414039 1.4378996987713604 0.51894948703233013 0.42391314227370358 2.8458522237197017 1.2400068807182831 1.6922244987799802 0.6300225266295455 0.18050333742576186 0.17012848373519773
leaf_count=3644 30 21 47 15 26 61 34 23 36 27 37 25 51 30 17 20 40 31 32 31 27 88 9 20 47 39 37 34 19 35
internal_value=-1.41014e-05 -0.00308357 -0.000815238 -0.00290329 -0.0240384 -0.00273393 0.00978773 0.0246564 0.00637123 0.00122567 0.0124542 0.0252347 -0.00387955 -0.0134655 -0.0270281 0.000626372 0.0169004 0.000125338 0.000654789 0.00703399 -0.017772 0.0123479 -0.0367101 -0.0602368 0.0182915 0.0377643 0.0103304 -0.00581124 -0.0174979 -0.0513471
internal_weight=86.1167 14.8669 13.9913 13.0907 2.13944 1.74829 1.5412 1.28449 0.93659 10.9513 3.42288 2.33002 7.52837 3.98836 2.17532 71.2497 2.12807 69.1217 67.194 10.5866 1.86774 8.71889 1.44946 0.930512 7.28099 2.11289 5.1681 2.32225 0.506599 0.326096
internal_count=4633 480 450 403 195 180 119 85 62 208 83 46 125 74 44 4153 60 4093 4062 418 142 276 110 101 188 70 118 71 81 62
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=31
num_cat=0
split_feature=1 1 3 3 3 3 3 0 1 3 0 1 1 4 3 3 2 3 2 3 2 1 3 4 2 4 3 4 2 1
split_gain=0.0169744 0.0644616 0.152184 0.0754123 0.0518804 0.0582195 0.0640064 0.0663187 0.223555 0.0968473 0.18335 0.110452 0.117947 0.152391 0.110185 0.106086 0.0949675 0.105992 0.0669668 0.200912 0.145397 0.107317 0.103916 0.177404 0.059413 0.0507682 0.0494871 0.152017 0.0476647 0.0941891
threshold=62.041548276350007 62.025417527550012 0.08919500000000001 0.25799500000000009 0.12001500000000002 0.11231500000000003 0.10487000000000003 86.904409066750006 61.998532946250002 0.092015000000000027 85.990333302400003 62.014663695050011 61.987779113750001 40.767054867700004 0.086075000000000026 0.086955000000000018 -0.036264999999999999 0.081235000000000016 -0.082275000000000001 0.083905000000000021 -0.083004999999999982 61.93938686740001 0.085910000000000028 44.578137159850009 -0.072755 39.656620114300004 0.078295000000000017 41.489621506400006 -0.095074999999999993 74.757955233350017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 9 -9 11 24 12 13 15 -14 16 17 25 20 21 22 -20 23 26 -11 -1 27 -15 -2 -30
right_child=28 2 -4 -5 -6 -7 -8 8 -10 10 -12 -13 14 18 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.011577082669140169 0.003283967122406529 0.069398352127265042 -0.0016285770291060984 0.029742688199110863 -0.015970764306963422 0.025205126980781152 -0.016612647555182086 -0.071089540691908204 0.021574203412516549 0.012917189275944443 0.038075818382519472 -0.026952415713669173 0.040095965459715076 0.095552022781898394 -0.0019441192811524015 -0.10496796150667825 0.026602402175773299 -0.11197037440855556 0.074082336358982773 -0.093975801227846559 0.045929514071819222 -0.013420459703031257 -0.026848126203577585 -0.0060219474567502554 -0.011594162734070794 -0.074135445657786112 0.085958993803834316 -0.10201317485522615 -0.0060219110917062012 0.004018673977056646
leaf_weight=0.67213533880300236 18.868756922854118 0.46957206050865241 0.84363415162079036 0.87768057535868038 1.8943999105686078 0.972643026500008 2.0419365644920608 0.49469768267590442 0.54960662685334682 2.0703492358443332 2.0451144431717694 1.5363971506255882 1.3340347113407918 0.10042822339166058 1.1704278849065302 0.18145282913610561 0.29428886029929824 0.16237166457904095 0.18119970275492325 0.26563041657664144 0.85683730244636569 0.61884034145623446 1.008100929087959 1.3210188697227634 1.8931275357208495 0.16074931463299436 0.33537359163165092 0.063618414450502314 28.708686824179949 13.850372386356709
leaf_count=141 1649 31 24 17 37 23 29 23 19 40 24 25 55 4 22 33 18 10 133 35 5 8 24 110 43 81 15 45 972 938
internal_value=-1.30049e-05 0.00221744 0.023769 0.00099239 -0.00014299 0.00133185 0.000132325 0.00210695 -0.0223216 0.00367477 0.0137575 -0.00222834 0.0021246 -0.00525127 0.0204491 -0.0333769 -0.0233033 -0.0380599 0.00345686 -0.0186214 0.00984105 0.0063979 -0.00109107 0.0131724 0.00120951 -0.023651 0.0639433 0.0189349 -0.000899538 -0.00275431
internal_weight=85.8435 24.4157 1.31321 23.1025 22.2248 20.3304 19.3577 17.3158 1.0443 16.2715 6.00859 10.2629 8.72651 6.22205 2.50446 1.471 1.28955 0.995256 4.75105 1.06567 3.68538 0.80004 2.82854 1.82044 3.96348 0.832885 0.49942 0.164047 61.4278 42.5591
internal_count=4633 1074 55 1019 1002 965 942 913 42 871 107 764 739 662 77 283 250 232 379 176 203 141 198 174 83 222 64 49 3559 1910
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=31
num_cat=0
split_feature=2 4 2 2 2 4 4 1 1 3 4 2 3 2 4 4 1 1 0 4 3 0 0 3 4 2 2 1 4 4
split_gain=0.0187766 0.128247 0.0326246 0.0889183 0.0931276 0.077751 0.0591143 0.136251 0.217687 0.0739451 0.057107 0.037923 0.115516 0.0986797 0.152631 0.0552075 0.0691232 0.0542963 0.170195 0.100284 0.0883945 0.0758786 0.0530332 0.194822 0.049497 0.047112 0.0909066 0.133772 0.0865293 0.0571506
threshold=-0.63026499999999996 40.574766824850009 -0.58319500000000002 -0.44343499999999997 -0.54488499999999995 41.685324604100011 39.852039223600009 75.629015667650023 78.27445846800002 0.10052500000000002 39.571921479100006 -0.16164499999999998 0.089505000000000015 -0.15022499999999997 43.219899330700009 35.374259656300005 75.806453904250006 81.573196594050017 104.86330937810001 42.388109226950007 -0.097064999999999999 113.1679565431 89.711159354950013 0.093745000000000023 48.109449608500007 -0.23557500000000001 -0.26416999999999996 62.245871094250013 45.458122212500008 49.292797572200008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 10 9 -8 -9 -2 -6 12 15 14 -13 16 -5 -15 20 -20 -19 -21 -14 -24 -23 26 -17 -28 -29 -27
right_child=2 -3 3 11 5 -7 7 8 -10 -11 -12 13 22 17 -16 25 -18 18 19 21 -22 24 23 -25 -26 29 27 28 -30 -31
leaf_value=0.0096501953257837145 0.014684453626954422 -0.07236433702146948 -0.10245939979408683 -0.10211059786831141 -0.012880115789808775 -0.066203838973748139 0.059093527704940856 -0.10675107967008429 0.063674321910185877 -0.10455649027849834 0.087309224174701869 -0.10522142137375984 0.072351874409490591 0.00032756570798176581 0.0099535657267000033 0.063700663105146174 0.084769290236156425 0.033833194066060661 -0.1007519207215581 0.045104249026975109 -0.10219011717636423 -0.10200803011567268 0.10113282730441697 -0.054573113711132763 0.0044374842193178861 0.019207068607996019 -0.10403372050040999 0.034370384833220906 -0.058319115809778825 -0.037458578086945846
leaf_weight=0.65619145864623263 0.14536294717237186 0.26875160924737429 0.16526268475098504 0.098042056154639456 0.16765982278175684 0.17046729541954164 0.55023981156409718 0.15560017619282007 0.14459758949305979 0.080978201804100536 0.086111037315276917 0.22529421983486386 0.37548420809980587 78.185191182934446 0.23515898912796729 0.11627962282773296 0.024798677800376367 0.057199341436898976 0.077464020542571177 0.40209842203285007 0.2899530457250481 0.065036595064384528 0.14890968261943272 0.17455437813958952 0.13305603204310046 1.6027701681906585 0.1838546222137446 0.25763325214865063 0.1653618494847251 0.20021778209411412
leaf_count=49 52 23 124 87 40 25 27 17 66 10 27 80 25 2449 226 20 16 26 322 113 133 64 7 44 50 260 103 49 70 29
internal_value=-9.21726e-06 -0.01418 0.000145559 -7.71876e-05 -0.0387777 -0.0139704 0.017441 0.0295287 -0.0246615 -0.0279764 0.0211167 0.000197619 0.0106238 -0.00024051 -0.0464002 0.00108227 -0.0643839 2.78193e-05 -0.0228406 0.00632752 -0.0797779 0.0201478 0.0467855 0.0171076 -0.0305101 0.00426578 -0.0172981 -0.0328185 -0.0018648 0.0129145
internal_weight=85.6096 0.924943 84.6846 83.6079 0.589501 0.424238 1.07678 0.850438 0.300198 0.226341 0.253771 83.0184 3.34791 79.6705 0.460453 2.64896 0.122841 79.21 1.02481 0.677655 0.347152 0.600191 0.698948 0.323464 0.198093 2.52612 0.723129 0.60685 0.422995 1.80299
internal_count=4633 72 4561 4389 216 92 172 110 83 62 67 4173 710 3463 306 634 103 3157 708 549 159 227 76 51 114 531 242 222 119 289
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=31
num_cat=0
split_feature=4 4 2 3 3 2 0 0 0 0 0 0 1 0 3 1 2 0 0 0 3 3 2 1 4 2 2 3 3 1
split_gain=0.0170761 0.198248 0.126695 0.0868645 0.182139 0.070686 0.0730981 0.176307 0.214445 0.289224 0.0816222 0.232127 0.157242 0.0726495 0.10148 0.0849388 0.0809159 0.064093 0.0504558 0.0959057 0.058477 0.0890338 0.0469021 0.0418909 0.0351156 0.138352 0.152014 0.0347283 0.126978 0.123725
threshold=38.474425342400004 38.751720283100006 -0.038374999999999999 0.11768500000000003 0.10876000000000002 -0.122095 93.843319501450011 94.770837556450019 95.117648655250022 96.741477366050006 85.823648898300021 89.576736448400013 66.235542959850008 97.491557184450016 0.10214000000000002 72.209296925700016 0.70697500000000024 94.496614827150012 87.028078140750011 85.121961326250016 -0.225495 0.094235000000000027 -0.26416999999999996 69.165962322050021 39.032633164100012 -0.070854999999999987 -0.11692 0.088145000000000015 0.088075000000000028 61.821094709650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 18 10 -8 -9 -10 -7 -12 -13 -11 15 -15 -17 -6 19 22 -20 -22 -1 -14 25 26 -3 28 -26 -29
right_child=1 24 -4 -5 17 6 7 8 9 13 11 12 23 14 -16 16 -18 -19 20 -21 21 -23 -24 -25 27 -27 -28 29 -30 -31
leaf_value=0.054404560001222804 -0.017286496731174533 0.028386701768643004 -0.097723314123065938 -0.025337017491389446 0.079936106298925405 -0.003501691446542385 -0.040292166759335939 0.075528090517570368 -0.104894094800493 0.019347866286631973 0.072716183674168572 -0.017280618713961565 0.053084931716272578 0.10094667551854304 0.0024382867836915795 -0.10313482161413737 0.10035224047963659 0.015836448169328551 0.011140739634628234 0.10089333557234191 -0.10298591049170105 -0.0025254252053647647 -0.10061374744359164 0.014804173486973486 0.00087948319477290356 0.03404751442910766 -0.079042178036102029 -0.043373193006585681 0.037350015763640776 -0.0016759083109522809
leaf_weight=0.028693964906551628 0.48665876904317429 0.25125916642627988 0.32765723568218064 0.96194557358214439 0.42573370190803039 1.767843944528076 1.038284696114715 0.39931539422832463 0.25258606119314242 1.8162636600900444 0.72967020887881551 1.1938530346378686 0.59171765716746427 0.027310188859701046 1.0735471847676761 0.22046633191854426 0.021442181607426392 0.24619956235079599 0.14015950343650729 0.077378325164318085 0.23089947979381975 0.14276590184593374 0.061030305010587038 0.55304291751235723 33.01146614975994 1.1326386347943742 0.27684823118579516 0.72589204767791571 0.98308306343096674 36.163810785917178
leaf_count=15 32 28 21 64 20 61 34 13 24 13 35 21 23 1 26 216 5 38 52 3 144 38 144 19 2293 27 14 75 10 1124
internal_value=-1.35531e-05 -0.000585603 -0.0496519 0.0034835 0.00599512 0.0027247 0.00491421 -0.00376157 0.00619116 -0.00192444 0.0136135 0.0234747 0.00811084 0.00630869 -0.0113285 -0.0662254 -0.0850982 0.0564497 -0.0284185 0.0193148 -0.0439419 -0.0646031 -0.0510386 0.0345912 -3.48339e-05 0.0143389 -0.0279304 -0.000371596 0.00193417 -0.0024964
internal_weight=85.3595 73.3593 0.814316 12.0001 11.0382 10.3663 9.68534 4.84922 3.81093 3.41162 4.83613 3.06828 2.33861 3.15903 1.34277 0.269219 0.241909 0.671933 0.680927 0.167103 0.513825 0.373665 0.0897243 1.14476 72.545 1.66075 0.528107 70.8843 33.9945 36.8897
internal_count=4633 3624 53 1009 945 887 491 332 298 285 159 98 63 261 248 222 221 58 396 162 234 182 159 42 3571 69 42 3502 2303 1199
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=31
num_cat=0
split_feature=1 1 4 2 3 0 3 1 4 2 4 2 2 2 3 0 1 4 3 1 4 4 1 2 2 2 0 2 2 4
split_gain=0.0155721 0.0597548 0.0967102 0.0809469 0.0646838 0.186699 0.166924 0.280662 0.116734 0.171469 0.137121 0.114072 0.111648 0.205891 0.0972223 0.110115 0.0725282 0.138875 0.146931 0.13936 0.100372 0.0893298 0.126512 0.0814664 0.210434 0.069354 0.0621848 0.0507855 0.0469473 0.0897229
threshold=62.041548276350007 62.020040611300011 42.455548714850003 -0.090369999999999992 0.087795000000000026 87.261973998100004 0.091510000000000022 61.923256118600001 40.518963363600001 -0.083834999999999993 41.319407281650008 -0.031989999999999998 -0.043559999999999995 -0.016014999999999998 0.086375000000000021 86.345209775600011 61.971648364950006 43.022303514600004 0.082535000000000011 61.950140699950005 40.21994457600001 41.444941515100005 62.014663695050011 -0.088274999999999992 -0.23265499999999997 0.11061500000000003 85.882794977150013 -0.053874999999999999 -0.23353499999999996 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 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 27 -4 5 12 7 -6 26 10 -10 -11 16 -14 15 25 17 18 19 20 -1 22 -18 24 28 -15 -8 -3 29 -19
right_child=-2 2 3 -5 6 -7 8 -9 9 11 -12 -13 13 14 -16 -17 21 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.020058720107423017 -0.00086309736967249721 0.049741066567834384 0.020915496530102412 -0.027222487442694399 -0.0085898816637538181 0.088373633582580477 0.0022972549328673171 -0.11076667055516141 -0.019768434640131925 -0.04767074496517399 0.015415666350226127 -0.0040083854375194189 0.091114733580934151 -0.10599813215759941 0.091065992227937598 0.10086636668198012 0.09570328872614435 0.021440401012134958 -0.090917419174823572 -0.10507485652664704 0.053910958767349408 0.00029573210687379795 0.012712633638082421 0.021564491605313665 -0.10602400965330186 -0.003599614812954443 0.025042937409541645 0.015038649358111535 0.044369940657351718 -0.067556550380724709
leaf_weight=0.7416450016136944 60.971397134612303 0.78826134685300531 0.66595980466809124 0.73469733499223344 0.94488904044192057 0.2763243227964266 2.9533702972421434 0.37572942179394886 1.734487579378764 1.4553448637525424 3.0650992841328843 1.0161542099849632 0.39498037843804923 0.14948802038633147 0.075335398316383362 0.050066318362951279 0.27533164464239268 0.33062880430628649 0.33381822007959261 0.15051050851252512 0.24373127999933786 1.7069065385876454 0.551843176498096 1.4318325216881929 0.20465767504265409 0.11863444966002135 2.0268116295337677 0.90690840058959954 0.24446165887638927 0.17232035902998177
leaf_count=146 3559 19 20 20 45 12 68 30 20 51 42 33 14 134 9 2 81 79 21 8 35 44 4 16 15 14 18 23 14 37
internal_value=-1.22385e-05 0.00213857 0.0151094 -0.00433469 0.000228622 0.00771384 -0.00388162 -0.0376602 -0.000240474 -0.00831899 0.00270074 -0.029719 0.00460798 0.0401095 -0.0110844 -0.0352699 0.000225621 -0.00841527 -0.0325925 -0.0154518 -0.00176244 0.0133659 0.0403367 0.00649033 -0.01618 -0.0606905 0.0115542 0.0311754 0.00842133 -0.00905172
internal_weight=85.0916 24.1202 3.09583 1.40066 21.0244 7.45252 13.5719 1.32062 12.2513 7.27109 4.79959 2.4715 7.17619 0.788505 0.393524 0.318189 6.38769 3.85361 1.46971 1.13589 0.985376 2.53408 0.827175 2.3839 0.952068 0.268122 4.98018 1.69517 0.747411 0.502949
internal_count=4633 1074 82 40 992 685 307 75 232 146 62 84 673 173 159 150 500 371 210 189 181 129 85 161 145 148 86 42 130 116
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=31
num_cat=0
split_feature=1 0 3 0 3 2 2 4 3 3 1 1 4 0 0 3 3 4 2 3 2 4 4 2 0 4 4 2 1 2
split_gain=0.0152579 0.05988 0.0564346 0.0560794 0.0356822 0.0398633 0.0354646 0.0273803 0.0722001 0.0882998 0.0652875 0.100066 0.0641091 0.0978619 0.0952355 0.077306 0.0928635 0.0885495 0.0816078 0.0701385 0.0808201 0.0477036 0.136802 0.178174 0.383662 0.0473296 0.169921 0.161843 0.180389 0.1116
threshold=87.313054702550019 110.27248713660002 0.078655000000000017 122.35979489110001 -0.144095 -0.045684999999999996 -0.15734499999999998 48.823707093150006 -1.0000000180025095e-35 -0.51222499999999993 72.327589083450007 81.339300736700025 44.578137159850009 71.144667506050013 105.93331571405001 0.080375000000000016 0.087125000000000022 48.109449608500007 -0.098419999999999994 -0.15544999999999998 -0.23381499999999997 43.895345911700005 43.930205408700004 -0.102645 86.162394622750014 43.663128814500006 43.426369480700011 -0.02903 62.009286778800011 -0.09280999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 -3 12 9 -9 -10 -12 21 -14 15 19 17 18 -17 20 -15 25 -23 -24 -25 26 -1 28 -27 -28
right_child=1 2 -4 -5 -6 -7 -8 8 10 -11 11 -13 13 14 -16 16 -18 -19 -20 -21 -22 22 23 24 -26 27 29 -29 -30 -31
leaf_value=-0.0001246938898670964 -0.10045268961388837 0.024167472953165427 -0.10039462051915082 -0.10069950276968456 0.069802332877298381 0.063555759483741023 -0.10323168311079477 0.057071342868112107 0.073994952341883344 -0.028962303509047695 -0.10219303169359087 0.053901938311737278 0.088448655847330956 -0.075193376382472449 0.038509983130834154 -0.10377384009465776 -0.06320086548246108 0.081754712734194629 0.0018666579872912846 -0.10298926948216368 0.014875936130102563 0.087006023063453397 0.071915469067397028 0.035439191574578664 -0.09244563785963858 0.014219331483526913 0.080911060703772075 0.0025758920965038559 -0.099254154993132671 0.011105740722385632
leaf_weight=76.657908189231108 0.074302274447289984 0.040143616995237608 0.049771533894187314 0.037103238634713875 0.1238153301053444 0.054624483206453078 0.047950209973350866 0.16110915597528219 0.29577692833845393 0.45964376326537604 0.064429601796291536 0.11326617425584118 0.083382880653913971 0.21361807581297398 0.22837278864426469 0.083111155943697557 0.2865487043527537 0.12144992756657302 0.60865066201768048 0.22479511191181689 0.18669090468029026 0.24084461054985595 0.30240865061648481 0.58399594199431692 0.39209533262874174 0.21903492654109902 0.42220409033370743 1.5414172085714302 0.38871633233793546 0.50055591276746625
leaf_count=2888 197 24 318 77 99 17 18 7 54 71 94 24 18 64 21 121 47 5 39 81 22 14 87 39 41 13 30 12 49 42
internal_value=-1.05378e-05 -0.0188502 -0.00169374 0.0144851 0.0305196 -0.00356023 -0.045177 8.4958e-05 0.0158006 -0.00663328 0.0452128 -0.00269556 -0.000121517 -0.0176453 -0.0221744 -0.0302091 -0.0142482 0.00300104 -0.0108254 -0.0582894 -0.033188 0.000317741 0.0178706 0.00484685 -0.0159321 -1.67491e-05 0.000388773 -0.0146553 -0.0583581 0.0430448
internal_weight=84.8077 0.427711 0.353408 0.303637 0.266534 0.142718 0.0880938 84.38 1.09423 0.620753 0.473473 0.177696 83.2858 2.03662 1.95324 1.72486 1.09976 0.813212 0.691762 0.625104 0.400309 81.2492 1.51934 1.2785 0.976091 79.7298 77.5807 2.14917 0.607751 0.92276
internal_count=4633 750 553 235 158 59 42 3883 250 78 172 118 3633 418 400 379 212 165 160 167 86 3215 181 167 80 3034 2960 74 62 72
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=31
num_cat=0
split_feature=2 2 2 4 2 2 0 2 0 2 2 0 2 0 2 2 0 2 3 1 2 0 2 0 2 3 0 3 1 0
split_gain=0.0146686 0.185058 0.0760809 0.374097 0.0739648 0.111667 0.0537869 0.180233 0.142279 0.119916 0.227452 0.112775 0.112015 0.0969109 0.13015 0.0826886 0.161247 0.0901487 0.336713 0.363116 0.140392 0.299642 0.469281 0.200828 0.17502 0.125374 0.140513 0.27833 0.254679 0.305439
threshold=-0.063379999999999992 -0.05953 -0.068964999999999985 41.037275035300006 -0.070854999999999987 -0.072755 86.264556031700025 -0.075639999999999999 86.393602021950016 -0.076544999999999988 -0.077679999999999985 86.09518316945001 -0.086800000000000002 85.931187223550012 -0.09715 -0.078549999999999995 94.625660817400004 -0.083834999999999993 0.09117500000000002 81.011308844800013 -0.088274999999999992 93.72771580185001 -0.087660000000000002 101.61296349840002 -0.089569999999999997 0.090465000000000031 86.866770652900016 0.079395000000000021 76.279622535200005 101.11291028615001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 11 8 -8 10 15 13 -13 -1 -15 17 -17 20 25 -20 24 -22 -23 -24 -10 26 -19 -28 -29 -30
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 -12 12 -14 14 -16 16 -18 18 19 -21 21 22 23 -25 -26 -27 27 28 29 -31
leaf_value=0.0033888483749505622 0.057726264890165163 0.00063998502903542926 -0.098866777578514933 0.015929970814305538 0.027408213353171493 -0.04583148725205554 -0.029012581962005003 -0.051287945313255617 0.00050892876541289991 0.037069804150730183 -0.078667155337501043 0.0059547963040808881 0.043751126766653166 0.0065784801992013545 -0.049615934709112935 0.1029539985829579 -0.023480940646242891 0.013549512649731199 -0.10843937057895653 0.0032137305747947337 0.048397096984408888 0.10082229693207932 -0.10615130089002088 0.0078402261393690047 -0.061679658916650462 0.035474616695008225 0.018338677906158573 -0.10709207117322045 0.084475162130846632 -0.10302143008300867
leaf_weight=11.067568436388159 0.57816230249772971 31.879318671115314 0.4450067657544412 0.78398488140010159 0.93504064266562537 0.5489787646774279 1.7961474647745443 0.74834196914093709 20.960857232064132 0.84597187248437222 0.37339745135977764 1.9972671663854273 1.2909175790846337 0.79421118138452584 0.85676650004461297 0.21889439225196738 0.187074869625377 1.5515634436160319 0.66546735607880669 0.51800741823808494 1.7045371383428602 0.22850257906475246 0.42926539992913582 0.2415057708900008 0.46253517574999037 0.84024393185973156 0.71126044262200572 0.55907113186913193 0.19627349823713303 0.15589166657130704
leaf_count=776 24 1533 35 26 16 34 19 30 1613 13 25 20 34 32 19 57 14 10 43 4 20 11 39 38 32 8 12 42 3 51
internal_value=-1.19396e-05 0.00165686 -0.00105128 -0.0256369 -0.000457491 -0.000979118 -0.000480692 -0.00276513 -0.00165286 -5.99446e-05 -0.00110682 0.00428533 0.0207934 1.74346e-05 -0.0225833 -0.000129432 0.0446915 -0.000752047 -0.0126932 -0.0595688 0.00183116 0.0237572 -0.0229468 -0.0651096 -0.000833735 0.00112642 -0.0079663 -0.0285415 -0.0651335 0.00147673
internal_weight=84.572 32.4575 52.1146 1.22899 50.8856 49.9505 49.4015 33.3948 32.6465 30.8503 30.0043 16.0067 3.28818 12.7185 1.65098 29.631 0.405969 29.225 5.19778 1.18347 24.0272 2.60381 0.899274 0.670771 21.4234 4.0143 3.17406 1.6225 0.911236 0.352165
internal_count=4633 1557 3076 61 3015 2999 2965 2084 2054 2035 2022 881 54 827 51 1997 71 1926 173 47 1753 108 88 77 1645 126 118 108 96 54
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=31
num_cat=0
split_feature=4 4 4 0 3 3 3 4 2 2 3 0 3 3 3 2 1 3 1 0 1 2 2 2 1 3 2 3 2 3
split_gain=0.0161331 0.144795 0.0997717 0.113861 0.22659 0.0583737 0.172776 0.222496 0.128776 0.0844486 0.0807125 0.201164 0.246834 0.458548 0.133839 0.162418 0.126355 0.326097 0.266276 0.0965843 0.129606 0.104624 0.0939236 0.120074 0.417173 0.0985961 0.143328 0.0789136 0.0695402 0.06199
threshold=41.559097512700014 41.529896397300007 41.741384785950011 86.420486603250012 0.086075000000000026 -0.097064999999999999 -0.22831499999999999 38.751720283100006 -0.033594999999999993 0.047710000000000009 0.091385000000000022 88.350799540950007 0.090850000000000028 0.089965000000000031 0.087795000000000026 -0.097799999999999984 62.009286778800011 0.082325000000000023 61.971648364950006 93.72771580185001 66.235542959850008 -0.089569999999999997 0.075080000000000022 -0.059424999999999999 75.180043159850015 0.087700000000000014 -0.58835000000000004 0.086955000000000018 -0.040509999999999997 0.10214000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 6 -1 8 -8 -9 11 14 13 19 16 -16 18 -18 -7 20 -13 -22 23 24 -21 26 -26 -24 -25 -12
right_child=2 -3 -4 4 -6 10 7 9 -10 -11 29 12 -14 -15 15 -17 17 -19 -20 22 21 -23 27 28 25 -27 -28 -29 -30 -31
leaf_value=0.00084407276606571257 0.0011495844615166668 0.051444334759527505 -0.00050334130033677013 0.013620258943158277 -0.094870912511191258 -0.013681417389836662 -0.076912393134474288 0.08541508734902703 0.064325549943306914 0.0070374192733619811 0.0078936334438258187 -0.0089019064431523926 -0.064627946594666294 0.080866688183986402 -0.021482243356646991 -0.084961579603183068 -0.089483054895261802 -0.004386096547944608 0.085316457067666482 -0.10281590097390339 0.066931616239134434 0.011173348698553028 -0.080894788920963134 0.020302571326094462 0.044407782631672901 0.005768320796611626 -0.10491566691213211 0.030527867036503738 -0.0028766365628646461 -0.001797839978460851
leaf_weight=4.0875898089011429 0.77610973348464429 0.56512637302739577 31.912147124684225 0.31600934460675489 0.49258723554339667 0.99928870710952755 0.19751183494375368 0.69754131115769269 0.095899503116014584 0.17121195188792626 12.833668237178211 1.0765005807916126 0.54488966878307188 0.73259093134322562 1.1113401195875665 0.63242704705771746 0.59020023593152648 1.8999884801687583 0.37314802160381078 0.50464398284770284 0.64014238538220525 0.70950388209166682 0.2786141550603255 1.9156891941408956 0.095219179659856046 1.9719345179564696 0.19783007000320774 0.082350474720442435 3.9903258031131417 13.587744028740127
leaf_count=307 44 34 2272 41 24 70 67 94 21 28 425 46 49 28 24 34 48 31 15 79 18 43 80 24 44 38 145 8 63 389
internal_value=-1.73106e-05 0.00110992 -0.00171952 -0.0262105 -0.0524712 0.000541218 0.0105173 0.0445403 -0.0307497 0.0699686 -0.000628636 -0.00572413 0.00122212 0.00416431 -0.0215091 -0.0445048 -0.0111278 -0.0245549 0.0132348 -0.000737784 0.0169777 0.0376197 -0.00549403 -0.0034145 -0.020594 -0.00227474 -0.0563967 -0.0554748 0.00464183 0.0029096
internal_weight=84.0798 50.5829 33.4969 1.58471 0.808597 50.0178 5.24975 1.16216 0.293411 0.868753 44.768 18.3466 12.7402 12.1953 5.60639 1.74377 3.86263 2.49019 1.37244 11.4628 2.42615 1.34965 9.03661 8.67564 2.76963 2.26498 0.293049 0.360965 5.90601 26.4214
internal_count=4633 2252 2381 109 65 2218 517 210 88 122 1701 887 665 616 222 58 164 79 85 588 107 61 481 393 306 227 189 88 87 814
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 4 0 4 1 1 3 3 0 0 0 0 2 1 1 4 2 3 3 0 3 2 3 2 3 2
split_gain=0.0167461 0.136387 0.24693 0.0671708 0.0947856 0.076094 0.0532227 0.0666132 0.0997878 0.182161 0.0462926 0.0541087 0.0643428 0.258624 0.108706 0.137521 0.130088 0.104818 0.102417 0.19694 0.0560502 0.0552947 0.0541517 0.0523929 0.0804795 0.119014 0.0521461 0.0424364 0.143333 0.104705
threshold=76.279622535200005 96.978061681550017 97.789976036950009 75.629015667650023 75.424692849750016 39.262923716450011 96.978061681550017 38.751720283100006 74.927328095600004 72.327589083450007 -0.24748499999999998 -0.21029499999999998 99.647700605050019 98.51854819030001 100.35207663525001 101.11291028615001 -0.068964999999999985 78.728807892050014 80.538140213850014 40.94178426300001 -0.068964999999999985 -0.22831499999999999 0.089965000000000031 116.75435968915001 0.078655000000000017 -0.13734499999999997 0.074735000000000024 0.20852500000000004 0.11296500000000002 0.13747000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -5 27 -8 9 -9 -4 21 13 -13 20 16 -16 22 19 -19 -14 -12 -17 24 25 26 -20 29 -29 -1
right_child=1 2 10 5 -6 -7 7 8 -10 -11 11 12 14 -15 15 17 -18 18 23 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00038535228280816582 -0.10190681129204814 0.073986283054582769 -0.060206986359687631 0.0088762185455652457 0.029461887435115526 -0.034806283702174062 0.0026246286702966311 -0.014368652406286259 -0.0050164250128558706 -0.10573425111628883 -0.010934039364050442 0.028772106287727084 0.070696980192535411 -0.1052677368786985 0.005555904031101136 0.067409375389511916 -0.1017197410723155 0.038274445140573751 0.013063141351217326 -0.10428125941399335 0.013529672268434881 0.083337589570613671 0.012163943195981112 -0.067736433907700358 -0.00057647975422395854 0.067491164696023995 -0.10062743101771324 0.00028939662534262998 0.080060305653434582 -0.028366680617490692
leaf_weight=65.294308239615205 0.11982743969633958 0.49688827346835651 0.1201190313903443 0.60800010007369465 1.0728607650053152 1.158882285655636 1.7886649316542382 0.59137972099915748 1.2632399192079899 0.34582697132282192 0.1012697421623443 0.32198877526389047 0.33318674288238981 0.2603265828839767 0.20542839668632951 0.35178746364590541 0.25135080041945901 0.15755473326498748 0.10161589353742784 0.25176695396567084 0.35343871544318961 0.16134994492648225 0.35797383520730364 0.10384274424084683 4.4350198717966691 0.41743744631537527 0.066906708346323285 1.0107268026952159 0.28983732459892042 1.2916308015669518
leaf_count=2470 114 18 120 10 42 40 46 69 29 50 39 13 18 37 24 41 24 31 42 64 23 22 30 287 545 70 122 108 12 73
internal_value=-1.87108e-05 0.00406416 0.00549911 -0.000508832 -4.21935e-05 -0.0197747 -0.00048259 -0.0117082 -0.0233589 -0.0480823 0.00142476 0.00232405 0.000852346 -0.031151 0.00337505 -0.000508102 -0.0534744 0.0033667 -0.00127333 -0.0494092 0.0412703 0.0469852 0.0395459 0.0025713 0.00402539 0.0388561 -0.0320742 0.000177045 0.0180667 -0.000172378
internal_weight=83.6844 8.96908 8.84925 74.7154 72.9485 1.76688 71.8756 3.98911 2.20045 0.937207 8.35236 8.23225 7.96963 0.582315 7.38731 6.70068 0.456779 6.24391 5.53414 0.409322 0.686625 0.26262 0.709761 5.12482 5.02098 0.58596 0.168523 67.8865 1.30056 66.5859
internal_count=4633 1684 1570 2949 2899 50 2857 194 148 119 1552 1432 1371 50 1321 1280 48 1232 1161 95 41 61 71 1066 779 234 164 2663 120 2543
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=31
num_cat=0
split_feature=2 4 2 2 2 0 4 1 1 3 3 2 3 2 4 2 4 4 4 3 4 1 4 2 1 0 4 3 0 1
split_gain=0.0138985 0.11035 0.0283153 0.0731834 0.0867283 0.0751878 0.0541611 0.113664 0.19965 0.065256 0.0389578 0.0350049 0.102114 0.0835139 0.141415 0.0641153 0.0485134 0.111407 0.048159 0.06013 0.0464347 0.0564612 0.0439339 0.050396 0.0432334 0.161941 0.0820888 0.0658853 0.0584505 0.0483
threshold=-0.63026499999999996 40.574766824850009 -0.58319500000000002 -0.44343499999999997 -0.54488499999999995 89.576736448400013 39.852039223600009 75.629015667650023 78.27445846800002 0.10052500000000002 0.093635000000000024 -0.16164499999999998 0.089505000000000015 -0.15022499999999997 43.219899330700009 -0.14704500000000001 42.670715716450012 41.542492784600007 39.788107623550012 0.093745000000000023 35.374259656300005 75.806453904250006 48.823707093150006 -0.15962499999999999 81.573196594050017 104.86330937810001 42.388109226950007 -0.097064999999999999 113.1679565431 76.279622535200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 9 -8 -9 10 -2 12 20 14 -13 16 17 -15 -14 -20 21 -5 -16 -24 29 27 -27 -26 -28 -17
right_child=2 -3 3 11 5 -7 7 8 -10 -11 -12 13 18 15 22 24 -18 -19 19 -21 -22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=0.009403489926883335 -0.032294372038763279 -0.068241661336123013 -0.10221356712707959 -0.10170281751562059 -0.057695911374934877 0.028831566888774529 0.05610926112753542 -0.10640833046803651 0.062549155486611149 -0.10412987879247056 0.074496913323981215 -0.10472454338320186 0.0073142529802865779 -0.10103124172847469 0.084147106679324693 -0.00074443659595929896 0.073998436325013753 0.10170234379954218 0.10112224321340334 0.02739500190652663 0.0040411618153748238 0.080296281274953488 0.054373494498419973 -0.060637874428816962 0.023469156101046537 -0.10064736632701805 0.04251218997705597 -0.10191041079810743 -0.028431839471584106 0.0079879046864301442
leaf_weight=0.6541701003324637 0.082391037762760133 0.25414992167225137 0.14695755038854941 0.082665574657752816 0.19208217839331254 0.21045414278463426 0.52355619857553393 0.14140629942994565 0.1383792819780183 0.073771422481513582 0.058355250647764478 0.20318491413649908 0.22213481252788358 0.059450919266395341 0.059730978893639985 69.186223788372814 0.20363117726265045 0.049821065593278036 0.22196540439745149 0.2205207159265683 2.3875266913396445 0.021473375683271456 0.062011243318920606 0.098802222594258637 0.050161919049969583 0.06230933457721477 0.37492348631576533 0.25482534685386937 0.16824848229754252 6.9724457029560645
leaf_count=49 38 23 124 87 44 48 27 17 66 10 14 80 34 51 11 2050 18 3 9 33 531 16 21 194 26 315 110 133 111 340
internal_value=-1.94353e-05 -0.0123218 0.000115965 -9.10211e-05 -0.0364621 -0.0124576 0.0166917 0.0286118 -0.0228436 -0.0279478 0.0119827 0.000155831 0.0104797 -0.000262968 -0.044537 -2.05317e-05 0.0451543 -0.00859764 0.0453064 0.064379 0.00119008 -0.0641747 0.010913 -0.0162884 -0.000203943 -0.0218658 0.0080662 -0.081289 0.0205372 5.5023e-05
internal_weight=83.4377 0.90832 82.5294 81.5116 0.549494 0.402536 1.01786 0.803342 0.279786 0.214518 0.140746 80.9621 3.15629 77.8058 0.423729 77.382 0.312903 0.109272 0.664621 0.442486 2.49167 0.104139 0.220544 0.160813 77.0691 0.910469 0.605481 0.304987 0.543172 76.1587
internal_count=4633 72 4561 4389 216 92 172 110 83 62 52 4173 710 3463 306 3157 72 54 76 42 634 103 226 215 3085 695 536 159 221 2390
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=31
num_cat=0
split_feature=4 3 3 1 4 2 3 2 0 4 3 3 3 4 4 2 0 1 0 4 0 0 0 2 4 1 4 1 1 4
split_gain=0.0152127 0.0709503 0.106426 0.132654 0.0617214 0.0592761 0.115521 0.228536 0.166656 0.126896 0.108192 0.220536 0.165279 0.103987 0.19106 0.101141 0.0774307 0.138848 0.100945 0.0746268 0.0678551 0.293489 0.17796 0.158948 0.144576 0.177558 0.105014 0.069937 0.0623919 0.0604144
threshold=42.154118731400011 -0.25098999999999999 -0.55393499999999996 67.254468591300011 42.320906304050006 -0.101255 0.095235000000000028 -0.58319500000000002 94.300357383600002 42.620627117000005 0.08574500000000003 0.085235000000000019 0.089505000000000015 43.521589032450009 48.109449608500007 -0.156745 97.32487278035002 72.04530097975001 110.98492854115001 48.914776625700007 86.103248543850015 85.823648898300021 85.799452775150016 -0.089569999999999997 42.759119507950011 61.998532946250002 43.847983878700006 61.885617704800005 55.855406118200008 43.022303514600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 8 -8 9 -6 11 13 -12 -11 -15 16 17 -10 -18 -16 21 22 23 -7 -25 26 27 -26 -21 -22
right_child=1 4 3 -5 5 20 7 -9 15 10 12 -13 -14 14 19 -17 18 -19 -20 28 29 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00083670932616421796 0.021179286389048164 -0.031838822757955805 -0.10368197562066406 0.020241774433893092 0.084092984132573448 -0.10253589703316378 0.039436928253301862 -0.10687330024751192 -0.10515470978791182 0.06850968008009585 0.083426407340681324 -0.12956049152562163 0.0064709301061514415 -0.078786166311749006 0.064301516943754786 -0.10065013345161533 0.045034335239081943 0.028415214790915591 -0.1007979761861174 0.042072577934802576 -0.0067906752682458382 -0.1081668446560623 0.086686762254335997 0.042844450260616354 -0.0080126076805678969 -0.10426168943848868 0.017727851663135199 -0.10513351218952992 -0.05153408220071224 0.0053771964582135451
leaf_weight=59.365732103790116 0.21635600160186641 0.64187318352651601 0.28147557943297385 0.12462411375054216 0.36083639703429815 0.18359908370621303 0.20113230953575112 0.22753097277814038 0.16883066529771962 0.26149926272773905 0.52627687127096556 0.11945735197514284 0.59418158821063116 0.24024541305811908 0.28037111106823431 0.13765929834403245 0.32321199833313585 0.14438023186448845 0.055636072228821831 0.13239569529832806 7.8458951197334299 0.31681652093539003 0.19296807097271074 0.46409998654189566 0.15720889057399723 0.21914992618690121 0.66072722319586319 0.14032852777472726 0.15406656595041568 8.5023778151281117
leaf_count=2609 37 72 72 37 15 41 16 41 19 25 27 2 14 137 19 267 124 34 58 19 257 34 6 32 30 60 30 19 55 425
internal_value=-2.06046e-05 -0.00215232 -0.0354709 -0.0656522 -0.00126041 -0.000392353 0.0107747 -0.0382233 0.0167773 0.0289448 0.0203247 -0.00069939 0.0426167 0.0137061 -0.00405063 -0.0223673 -0.00679582 -0.0435832 0.023618 0.0276251 -0.00273996 -0.0186866 -0.00463914 -0.014295 -0.00442545 -0.0230578 -0.00448687 -0.0538181 -0.00827142 -0.000462432
internal_weight=83.2409 23.8752 0.622456 0.4061 23.2528 22.6109 3.92771 0.428663 3.49905 2.66933 2.30849 1.18804 1.12046 1.06858 0.807079 0.829718 0.692059 0.313211 0.378848 0.566833 18.6832 2.3349 2.01808 1.82511 1.64151 1.17741 0.958265 0.297537 0.286462 16.3483
internal_count=4633 2024 146 109 1878 1806 872 57 815 313 298 257 41 255 230 502 235 53 182 93 934 252 218 212 171 139 79 49 74 682
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=31
num_cat=0
split_feature=4 4 2 3 3 0 0 2 2 3 1 3 2 2 4 3 3 3 1 4 0 2 4 3 3 3 0 2 1 0
split_gain=0.0136526 0.164915 0.112933 0.070225 0.149775 0.0893851 0.234646 0.100388 0.0658084 0.0818215 0.0870016 0.0560727 0.0542283 0.163348 0.186138 0.0964628 0.0546572 0.0949042 0.100321 0.0402728 0.0929297 0.0423971 0.029235 0.234418 0.0581607 0.0351135 0.0292169 0.0276089 0.131733 0.177642
threshold=38.474425342400004 38.751720283100006 -0.038374999999999999 0.11768500000000003 0.11231500000000003 89.576736448400013 85.823648898300021 -0.095074999999999993 -0.122095 0.095830000000000012 77.443724905700023 0.093325000000000033 -0.095074999999999993 -0.074029999999999999 36.859113051050009 0.091885000000000022 -0.091114999999999988 -0.095119999999999996 71.322105742700003 37.765550062200006 85.121961326250016 -0.26416999999999996 37.041406607950009 0.091275000000000023 0.092895000000000019 0.097005000000000022 98.031937268650012 0.24901000000000004 68.20618276945001 100.69082235970002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 11 -8 9 10 -7 19 15 14 -14 -10 17 18 -15 20 21 -1 23 -18 -24 -25 -5 -3 -29 -30
right_child=1 27 -4 26 -6 8 7 -9 12 -11 -12 -13 13 16 -16 -17 22 -19 -20 -21 -22 -23 24 25 -26 -27 -28 28 29 -31
leaf_value=0.062820376581915832 -0.01546731633333831 0.00022015529705565458 -0.093628228960779797 -0.041895319986360646 0.062518894231370997 -0.10282519895949541 0.01767493448346618 0.082776267460712649 -0.022037464168885412 0.056768107500602433 0.021940976016580318 0.0036494521063189082 0.0041884536497742023 0.038518731180791646 -0.11215045268641033 0.034397092989572907 0.0045005291843627226 0.10049705371244078 -0.070871746671380895 -0.10671742647859866 0.10057102254972988 -0.1008673186555533 -0.011670787398020563 -0.11193996345293594 0.018791673539704359 -0.05132605067834424 -0.0069491994300250786 -0.081644129623205941 0.08375435813515486 -0.021015150436271585
leaf_weight=0.019425914907287734 0.46546769700182722 69.287969852440852 0.30663930707919362 0.43463803021313729 0.44140849103007518 0.20412202815304947 0.38938448755652644 0.60472557321190823 0.4400658986890249 0.0638125749220535 0.076962794656573408 1.6507348843661018 0.26230803862872942 0.27733127400279045 0.28909785385508258 0.971574506377479 1.6251584940194255 0.14279202796751356 0.12016091590760425 0.079358641964063281 0.045557000674307346 0.085329181680667054 1.2098694444612195 0.19678338512471771 1.3004260956149662 0.18581758916734259 0.53216398528068787 0.23827145915129111 0.20591092583345016 0.75607295761858495
leaf_count=12 32 3414 21 28 35 59 23 31 26 30 136 28 42 13 32 36 64 5 67 19 4 158 40 33 22 30 36 55 31 71
internal_value=-2.49783e-05 -0.000543809 -0.0465086 0.00314886 0.00548468 0.00302634 0.0179821 0.0572766 -0.00280977 -0.0454562 -0.0686634 -0.00279171 -0.000714938 -0.00512345 -0.0568071 0.0168041 0.000510549 0.0305702 0.00545026 -0.0490869 -0.0186603 -0.0705129 -0.00308409 -0.0120787 0.0041099 -0.0825016 -0.0226597 -4.03245e-05 -0.0150772 0.00141058
internal_weight=82.9093 71.2603 0.772107 11.649 10.6822 10.2408 2.87452 0.99411 7.36628 0.344897 0.281085 1.88041 7.02139 5.60975 0.551406 1.41164 5.05834 0.540284 0.397492 0.229671 0.150312 0.104755 4.51806 2.00776 2.5103 0.382601 0.966802 70.4882 1.20026 0.961984
internal_count=4633 3624 53 1009 945 910 275 54 635 225 195 221 410 348 74 62 274 85 80 193 174 170 189 127 62 63 64 3571 157 102
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=31
num_cat=0
split_feature=4 3 4 2 3 4 0 0 3 0 2 3 4 0 1 1 4 3 1 4 4 2 2 1 0 0 3 0 4 3
split_gain=0.013445 0.0621092 0.057314 0.0953751 0.100843 0.117017 0.0482156 0.0748784 0.0543235 0.0609494 0.0385304 0.0322138 0.0305458 0.0231581 0.108167 0.101828 0.113213 0.057582 0.0992058 0.0517918 0.054877 0.0587817 0.0430203 0.0229488 0.0998989 0.117858 0.237931 0.0674446 0.195631 0.0730517
threshold=48.823707093150006 0.085715000000000027 45.921757303800007 -0.23381499999999997 0.074735000000000024 47.927946529500012 84.226704768850013 95.550490414250007 0.079745000000000024 104.22883325935001 -0.088274999999999992 -0.16179999999999997 52.834037000700008 103.57284947555002 82.299080289250014 82.815264250350012 44.749265482150008 0.090665000000000009 80.677940036650014 42.527280425250005 42.498713093000006 -0.18437499999999998 -0.24023999999999998 76.279622535200005 98.51854819030001 97.491557184450016 0.08759500000000002 99.755238930300024 42.431220712750012 0.078655000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 13 -4 11 -6 -2 -8 9 -9 12 -5 -11 23 17 -16 19 -15 -19 20 21 22 -17 -1 25 26 -25 28 -26 -29
right_child=1 -3 3 4 5 -7 7 8 -10 10 -12 -13 -14 14 15 16 -18 18 -20 -21 -22 -23 -24 24 27 -27 -28 29 -30 -31
leaf_value=-0.0002590659736612688 0.019704156913447898 0.059873583135760404 -0.084604110060664095 0.00082330987694502651 -0.10322176481309192 0.0023528180577973117 -0.10258448646535939 0.079363937638485232 -0.10191353810361842 -0.10116685519757905 0.029851011885601589 0.0629757119358023 0.014774159655116987 -0.10148872038783657 0.093749869645989206 -0.10015502017656214 0.086630885293014256 0.078764823531424291 -0.10074308970621826 -0.10098443742598483 0.098717552609640824 -0.10053348491049473 0.093976810998187388 -0.10322086965272828 -0.10365922525902259 0.061465512993216745 0.090174669842557231 0.045581763567107164 0.035427731002227056 0.0010817675975637792
leaf_weight=72.399243183821554 0.54060725889576022 0.21005294236596228 0.20646140546659808 0.15968302101100562 0.1743361944818389 0.26391795370727777 0.096823862201290467 0.09486236636985268 0.047135487364130313 0.065833747777674034 0.086619060268276371 0.17454747076590038 0.034701400858466513 0.17378188855456578 0.11653279353777179 0.016200489767314252 0.084762744540057611 0.060814857912191655 0.062353103152418043 0.1044123507594179 0.035736830555833876 0.07259719511124807 0.038644837769766127 0.14621353764391543 0.21464331721892893 0.60951358940110367 0.11260878326720558 0.39456675738074398 0.19121466157957911 5.6713005110534596
leaf_count=2666 51 31 89 20 61 26 80 69 33 83 23 35 22 76 19 133 8 14 27 146 2 410 18 51 44 25 13 42 7 309
internal_value=-2.43173e-05 0.0105889 -0.000177573 -0.0242282 -0.00809158 -0.0396444 -0.000121409 -0.0252821 -0.0025427 0.0140659 -0.0190316 0.0332816 -0.0611479 0.000114884 -0.0171916 0.0127164 -0.0140835 -0.0644165 -0.0121101 -0.045986 -0.0107945 -0.0415033 0.0366332 0.000281099 0.00560906 0.0374581 -0.0190781 0.00133575 -0.0381302 0.00397636
internal_weight=82.6607 1.17664 81.4841 0.978946 0.772485 0.438254 0.966583 0.425976 0.329152 0.282017 0.187154 0.33423 0.100535 80.5051 0.765837 0.468887 0.352354 0.29695 0.123168 0.267592 0.163179 0.127443 0.0548453 79.7393 7.34006 0.868336 0.258822 6.47173 0.405858 6.06587
internal_count=4633 392 4241 231 142 87 361 310 230 197 128 55 105 4010 853 736 717 117 41 709 563 561 151 3157 491 89 64 402 51 351
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=31
num_cat=0
split_feature=0 1 1 1 4 3 2 4 3 3 1 3 3 2 1 2 3 3 3 2 1 0 1 3 1 0 2 3 0 2
split_gain=0.0129585 0.0921719 0.0606974 0.0603653 0.206723 0.0515255 0.0421717 0.0408253 0.0327753 0.0807187 0.0359045 0.0476727 0.106042 0.0182751 0.0666786 0.100944 0.253395 0.0563479 0.250316 0.141042 0.0797875 0.0707845 0.156373 0.155987 0.148319 0.123923 0.150768 0.13107 0.116883 0.114691
threshold=76.535026057600007 58.309968391300011 56.820562587050013 61.076391807500009 35.119813570500007 -0.57039999999999991 -0.25447999999999998 37.572218886150004 -0.55393499999999996 -0.25587999999999994 55.887667615750004 -0.24212500000000001 0.070640000000000022 -0.06828999999999999 61.821094709650005 -0.05953 0.10020000000000003 0.082325000000000023 0.081775000000000028 -0.072755 61.907125369850007 93.72771580185001 72.04530097975001 0.076615000000000016 87.143681840350013 89.237990724000014 -0.090369999999999992 -0.22831499999999999 101.11291028615001 -0.122095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 -1 -4 -6 -7 -10 11 -11 -13 17 -15 16 -16 18 19 20 -5 25 -23 28 -25 -22 27 -27 -24 -29
right_child=1 3 6 13 7 8 -8 -9 9 10 -12 12 -14 14 15 -17 -18 -19 -20 -21 21 22 23 24 -26 26 -28 29 -30 -31
leaf_value=-0.10163453508232936 0.05007887649623928 0.095342796046854875 0.062069490828761842 -0.074215861316268991 -0.02820651764009359 0.080367099290414801 -0.10246342730791279 -0.10376808436164031 -0.10176292860923263 0.060796968930019069 0.044141359728431799 -0.10268875611932247 0.027585464200418526 0.040821951004053454 -0.00082816374082715746 0.0001659902054832092 0.090497767216819777 0.00049955891390626576 -0.092720267476797028 -0.063115109500395769 -0.0020169049543218398 -0.079828629729505024 0.05791005358505278 -0.10243323291497042 0.029272647061046254 -0.057973526747499227 0.10166116747059105 -0.005362009866504194 -0.016539841019213998 0.090047991374768557
leaf_weight=0.047779422204428101 0.36735799002053582 0.089406093873548254 0.018341327857342549 0.15140329833775368 0.11056498251855373 0.054247219442913774 0.10340308779176155 0.20239335332325936 0.07005284282545432 0.076517015285617163 0.21441289081485593 0.11082520658457085 0.14324390432739165 0.43425153335557709 0.98229588720459904 30.695507126376398 0.43986044713528827 39.012525161097017 0.33741768048108234 0.39871849408699667 5.8734777695358726 0.34291612092874846 0.41977216396094241 0.24687009597732867 0.13081111664841671 0.19138599705183879 0.26063795760273922 0.26990869703513454 0.42374137388277688 0.23629066906869411
leaf_count=23 32 19 11 17 7 7 175 67 64 6 39 121 30 17 43 1328 25 1503 22 21 236 81 78 197 155 27 6 28 234 14
internal_value=-2.57599e-05 0.000101329 -0.0123915 -0.000124635 -0.0387619 -0.00130767 -0.0776758 -0.077073 0.00585439 -0.000717592 0.0122705 -0.00840038 -0.0292403 6.7655e-05 0.00189897 0.0013727 0.0274181 -0.00116667 -0.00816885 -0.00497979 -0.00226784 -0.000970387 -0.0201601 -0.00340494 -0.0568165 0.00342308 0.0367677 0.0125217 0.0205099 0.0391748
internal_weight=82.4563 81.6175 0.838823 81.2502 0.402364 0.717079 0.121744 0.312958 0.669299 0.615052 0.544999 0.330586 0.254069 80.8478 32.5519 32.1177 1.42216 48.2959 9.28335 8.94593 8.54722 8.39581 1.56411 1.22119 0.377681 6.8317 0.958223 0.697585 0.843514 0.506199
internal_count=4633 4157 476 4125 93 290 186 74 267 260 196 157 151 4032 1413 1396 68 2619 1116 1094 1073 1056 745 664 352 311 75 69 312 42
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=31
num_cat=0
split_feature=3 3 1 3 3 3 0 4 1 3 4 4 0 0 4 1 3 2 0 0 4 4 4 0 2 3 2 3 1 2
split_gain=0.0124302 0.0856749 0.242037 0.100844 0.0756309 0.171106 0.191534 0.145793 0.0664842 0.107148 0.0585535 0.100811 0.123467 0.119055 0.066526 0.0904187 0.326238 0.0539472 0.0730417 0.124575 0.0626947 0.107561 0.0533652 0.0530792 0.0520187 0.185018 0.441622 0.161913 0.112734 0.097106
threshold=0.088145000000000015 0.088890000000000011 62.020040611300011 0.088565000000000019 0.08729000000000002 0.08759500000000002 96.741477366050006 41.835830569250014 59.98487780655001 0.10176000000000003 43.735142172100005 43.930205408700004 85.823648898300021 97.32487278035002 42.91168285345001 62.009286778800011 0.10990500000000002 -0.24150999999999997 87.727077254650013 86.264556031700025 40.00488309970001 38.804629908750009 42.720329370750001 100.69082235970002 -0.11534 0.085895000000000013 -0.088465000000000002 0.086555000000000021 61.971648364950006 -0.095854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 17 -6 7 -7 9 -3 14 -12 -13 -14 -10 -16 -17 18 19 -1 21 -20 -9 -15 27 29 -27 -19 -28 -26
right_child=1 8 3 -5 5 6 -8 22 10 -11 11 12 13 23 15 16 -18 24 20 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.075246391433302223 -0.11305202293698464 -0.10215337495564702 0.0017043917323272687 -0.064917057342155526 0.056128582562293583 -0.043557761715386799 0.041416506877870352 0.02450980838410706 0.00065767054411950071 0.0053009181465519598 0.075687578513202097 0.10127674316816526 -0.083023825727727762 0.09409678797880594 0.01155212782160232 -0.106125730110324 -0.0028555676533087286 0.0054900943985505858 -0.10199799990334474 0.063375653317115671 -0.10301424172955648 0.038225128340246411 -0.018039113616449869 -0.015349021554654362 0.024681431317527966 -0.11170111711487103 0.054262442454648091 0.099721246890708951 -0.015788529438936362 -0.00067832454417337098
leaf_weight=0.10425583681285289 0.25141420631552991 0.16584779447839437 1.5194041957015541 0.26715608911899824 0.78771761279631336 0.8885688756120097 0.94950623615659413 0.8179373479215426 38.984867000802296 0.21067949719144963 0.27766178290380494 0.094700785353779793 0.1859426993469242 0.076612462202319875 0.75749875171459224 0.41809133374513852 1.1400213717802214 6.8096739091065528 0.095639792079623476 0.17142261313642848 0.16537849969529361 0.12780578251340557 0.46084915145183913 0.10510517127750063 1.6211185612298802 0.49874494148457449 0.26391393577932776 0.18736140515102295 1.7738771772405142 22.014105518588742
leaf_count=171 15 51 110 30 36 35 20 28 1279 20 13 3 39 7 15 64 19 1009 96 16 121 22 30 36 82 38 15 8 125 1080
internal_value=-2.48041e-05 -0.00115786 -0.0211858 -0.00825795 0.00130992 0.0144878 0.00396403 -0.0124437 -0.000195588 -0.0420291 0.000179086 0.0280594 -0.000542784 -0.0267691 -0.000320474 -0.0167882 -0.0305662 -0.000210888 -0.0284226 0.0109517 -0.0563391 -0.0217936 0.00917603 0.0307935 0.000354303 -0.00169335 -0.0273588 0.00801335 -0.00671624 0.00106108
internal_weight=82.1929 44.455 2.03797 1.78656 37.7379 3.90458 3.11686 2.16736 42.417 0.376527 42.0405 0.740023 0.462361 0.36766 41.3005 2.31561 1.55811 33.8333 0.664503 0.275678 0.388824 0.223446 1.27879 0.181718 33.1688 26.1718 2.53654 6.99704 2.03779 23.6352
internal_count=4633 1701 155 140 2932 149 113 93 1546 71 1475 98 85 82 1377 98 83 2783 426 187 239 118 58 43 2357 1340 178 1017 140 1162
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=31
num_cat=0
split_feature=4 4 4 0 3 3 3 4 2 2 0 3 3 0 1 2 2 2 2 2 1 4 1 4 2 2 0 4 1 3
split_gain=0.0136007 0.115878 0.0810205 0.0981874 0.201018 0.050426 0.158828 0.176863 0.105663 0.0677511 0.0555742 0.134795 0.0550946 0.17531 0.316501 0.202556 0.112229 0.419699 0.235018 0.159817 0.106062 0.332426 0.20035 0.0950798 0.0919735 0.0897143 0.0933155 0.0677841 0.0892157 0.0615329
threshold=41.559097512700014 41.529896397300007 41.741384785950011 86.420486603250012 0.086075000000000026 -0.097064999999999999 -0.22831499999999999 38.751720283100006 -0.033594999999999993 0.047710000000000009 87.261973998100004 -0.11595499999999999 0.091510000000000022 88.350799540950007 64.630533455950015 0.075080000000000022 -0.090369999999999992 -0.057599999999999998 -0.016014999999999998 0.11061500000000003 71.053259929650025 39.262923716450011 71.830224329350003 35.887362732750006 -0.11692 -0.060989999999999996 90.490812212800009 39.955516828000007 81.011308844800013 0.08729000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 6 -1 8 -8 10 11 -9 13 16 -15 20 24 -18 -19 -20 21 25 -22 -17 29 26 -16 -25 -29 -7
right_child=2 -3 -4 4 -6 12 7 9 -10 -11 -12 -13 -14 14 15 23 17 18 19 -21 22 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.0009218625550078491 0.00079941415069566854 0.047071736703759991 -0.00051514300710358446 0.014391328680457697 -0.092236528030008966 -0.019416981240687536 -0.073094770841883247 -0.10513488611436482 0.061495679823378419 0.010280143366437053 0.098886807968266904 0.10115923601965621 0.0023616985509818025 0.10088150903328148 0.002027502851336216 0.0183825223778207 -0.096546751245154286 0.02371453274693857 -0.10711827891228597 -0.00092154358188880822 -0.076100255376301454 0.061790018571056073 -0.00072482805650970171 -0.10351724994435518 0.0039545199350366931 0.0093232354478163335 -0.065582983847128892 0.03181899958705587 -0.10161267118633664 -0.079029560291106249
leaf_weight=4.0215659703377895 0.76821029343591252 0.54033013191974433 30.909028482774403 0.29173368503870734 0.44879856712395849 0.78568044140675419 0.17035257380192093 0.049476957727165427 0.088702682393885679 0.16050688158156845 0.48912225519234198 0.088025474396999925 25.932521258626231 0.31386888050474127 0.41791737222229164 0.1397286364983622 0.77386389969615299 0.96852204378228646 0.30185101874667686 0.26711172846262343 0.37020522992679605 1.1167730516754089 7.4318518242137017 0.31568719573624549 2.1882877619718784 1.7001176765188541 0.39907286135712638 0.10936254921489308 0.092487681718580461 0.22210192930401718
leaf_count=307 44 34 2272 41 24 78 67 73 21 28 18 3 801 28 15 27 34 32 26 15 49 27 362 68 18 22 30 14 32 23
internal_value=-2.77227e-05 0.00101579 -0.00161966 -0.0242474 -0.0502303 0.000507038 0.00995133 0.0446608 -0.0270099 0.0682486 0.0830969 0.0269292 -0.000584516 -0.00484937 0.00174146 -0.000831639 -0.0196971 -0.0364834 -0.00625168 -0.057262 0.00227104 0.0163822 -0.00430137 -0.0548159 -0.00755757 -0.00376403 -0.030998 -0.0745785 -0.0293193 -0.0325548
internal_weight=81.8729 49.4551 32.4178 1.50874 0.740532 48.9148 5.06775 1.04619 0.259055 0.787132 0.626625 0.137502 43.847 17.9145 12.4071 12.0932 5.50742 2.31135 1.53748 0.568963 11.4359 3.63388 7.80206 0.657266 3.19607 2.51711 0.81699 0.517537 0.20185 1.00778
internal_count=4633 2252 2381 109 65 2218 517 210 88 122 94 76 1701 900 674 646 226 107 73 41 505 94 411 141 119 67 45 114 46 101
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 0 1 1 0 0 3 4 1 4 0 1 1 3 0 1 0 1 0 0 2 2 2 0 1
split_gain=0.0134324 0.395102 0.311264 0.205928 0.201989 0.128411 0.228923 0.130788 0.119953 0.16527 0.114807 0.0826533 0.132517 0.0790043 0.0583291 0.246158 0.180532 0.123015 0.103919 0.0754628 0.0571228 0.316698 0.110708 0.14724 0.0916084 0.089809 0.0699865 0.0634745 0.184105 0.0566002
threshold=66.859265246100009 90.321439350550008 90.767723400200012 -0.051199999999999996 89.861713010250014 92.168410086200012 90.321439350550008 67.606656606400023 67.606656606400023 92.464140480550014 89.237990724000014 0.25799500000000009 42.283941020600004 68.846035804500005 36.558960102350007 89.576736448400013 65.571493801650021 65.130586668250018 0.10336500000000003 88.350799540950007 64.294476189700006 89.057864029250013 63.452988794850008 89.057864029250013 87.261973998100004 -0.14704500000000001 -0.27494999999999997 -0.24218499999999998 86.264556031700025 62.132955852800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 14 6 7 -2 -7 -10 -9 -11 -13 -8 15 16 18 20 19 -1 22 24 23 26 25 -22 -16 28 -28 -29
right_child=5 2 3 -5 -6 8 13 10 9 11 -12 12 -14 -15 17 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.047773112027089171 0.09835408895555664 0.090657332836629759 0.044325455844650877 -0.046794885463899011 -0.041259069581007474 -0.069663771372274891 -0.085898323893655426 -0.10347817515044733 0.081944575918383389 -2.6027231964855963e-06 0.052077382714495649 -0.10339896119146792 0.034386338024347596 -0.011501764893138432 -0.029787938742058262 0.10149204241017207 -0.11247224082039556 -0.047680242938593881 0.084433220645965187 0.08595193167053744 0.058666283149561155 -0.099725470469035321 -0.040128036493375298 0.036997453296555904 0.102397238911935 -0.103486336738911 -0.063469597247663975 0.0014402542603719085 0.082244522086993607 -0.0083764455166057145
leaf_weight=0.19864730385123763 0.15917245065793639 0.85096402035560359 0.64403384504839767 0.40334864906799328 1.2017204852600105 0.248232796991945 0.55184147399086214 0.09351442028321344 0.24493515623180684 29.280895104629987 0.096309840597314178 0.18984843276303465 0.11038810799936982 0.1925431201034371 0.79345363301398819 0.28681298345327377 0.13660877849906683 0.53963087451120273 0.15617335436400026 0.05358223314397037 0.11237976013649131 0.14274774212390184 0.67939812669646826 1.0812267640139896 0.3076436021074187 0.049070857075320329 0.12322348169941832 35.230389745780094 0.29260875657200813 7.0484335222572545
leaf_count=160 7 42 32 29 35 12 65 37 11 2497 24 43 8 26 42 10 5 30 21 8 80 11 30 28 11 30 67 1075 8 149
internal_value=-2.91033e-05 0.000981144 0.0457338 0.00923487 -0.000772923 -0.00166053 -0.0353241 0.0315021 -0.000436659 0.000139496 -0.024555 -0.00053786 -0.0527394 -0.0666548 0.000257163 0.0265035 -0.0129593 -0.000213359 0.0203273 -0.0193653 0.000345172 0.0306959 -6.52218e-05 0.000545481 0.0703837 0.00938206 -0.00036081 0.000186075 0.0390651 -0.000196318
internal_weight=81.4998 50.3321 1.89835 1.04738 48.4338 31.1677 1.09338 0.348997 30.0743 29.8261 0.189824 29.5811 0.300237 0.744385 47.232 0.831825 0.545012 46.4002 0.408403 0.25223 45.8606 0.611842 45.2487 44.5693 0.469094 0.161451 43.4881 42.6947 0.415832 42.2788
internal_count=4633 1903 103 61 1800 2730 159 68 2571 2559 61 2548 51 91 1765 204 194 1561 189 168 1531 132 1399 1369 121 110 1341 1299 75 1224
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=31
num_cat=0
split_feature=4 4 2 0 0 0 0 3 3 3 3 3 0 0 3 0 3 3 2 1 1 1 0 2 3 2 2 2 0 1
split_gain=0.0135623 0.131271 0.100284 0.064896 0.126649 0.196166 0.241527 0.0959398 0.176522 0.0672775 0.0886186 0.252918 0.206909 0.102083 0.107167 0.0426234 0.0621415 0.0508598 0.0511514 0.044325 0.0361791 0.0713354 0.0563556 0.0457942 0.0262766 0.0250241 0.234743 0.127072 0.151118 0.103481
threshold=38.474425342400004 38.751720283100006 -0.038374999999999999 93.843319501450011 94.770837556450019 95.050437202000012 96.631250582750013 0.12001500000000002 0.10336500000000003 0.10249000000000003 0.093325000000000033 0.09117500000000002 93.308316333500017 91.437149474700007 0.086375000000000021 99.013224486300018 0.11636500000000001 0.10214000000000002 0.70697500000000024 83.116371560950014 66.439865777750015 65.571493801650021 85.121961326250016 -0.26416999999999996 0.094385000000000011 -0.10771499999999999 -0.11051999999999999 -0.099379999999999996 91.109157582800023 75.981203682750007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -5 -6 -7 8 9 10 11 12 13 14 20 -8 17 18 19 -17 21 22 23 -1 -21 26 -3 28 -27 -30
right_child=1 25 -4 4 5 6 15 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 24 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.06609613538808376 -0.01267679506302951 0.0013001930441048214 -0.089141395507858601 -0.036623916730520789 0.072876512884230624 -0.10345496618956124 0.0098682324348985089 -0.037551897307443169 0.061073765905988189 -0.010078087110258304 0.051853611134969217 -0.10337972939137621 0.10146097759428203 -0.040950702916706078 0.053764088240439392 -0.10089810098330823 -0.10222223097366803 0.001454189308292447 0.10032304639011634 0.054268678041565682 0.049704261216832378 -0.074281004837838824 0.012569426471721596 -0.10181876247120217 -0.10132151122646982 -0.010763578127556293 0.074152201386466346 -0.00015180236901985759 -0.10813821105730403 -0.0036322655042785265
leaf_weight=0.020441953693080439 0.43037015758784491 13.781698999594225 0.2851694313274028 1.0036665583938882 0.36550573747808801 0.22860837736516249 2.5748944854040023 0.38345084864704393 0.69864339538617048 1.5209351470693944 0.55389810603082867 0.18962118534545869 0.25638670494663518 0.37547893711598579 0.53327325473628651 0.12995354339773246 0.072170874388664319 1.1131210132103815 0.019611821409228014 0.036706827040141832 0.1276707847137003 0.13567223868449219 0.78561499071656726 0.079046590559598728 0.015411640562501105 1.4657413039894738 0.45695701618761475 53.078943384555743 0.3169461351353674 0.13515339241257607
leaf_count=10 32 1435 21 49 18 31 59 17 34 9 42 15 10 21 34 137 38 46 5 198 10 10 25 154 37 34 15 2017 60 10
internal_value=-2.08666e-05 -0.000538547 -0.0431508 0.00320667 -0.00446705 0.00261698 -0.00351126 0.0107442 0.0142538 0.0071087 0.0156593 0.00765036 0.0167504 0.00619297 0.0167188 0.00225571 -0.0118768 -0.00691765 -0.053123 -0.0696514 -0.000482957 -0.00675999 0.00358991 -0.0673172 0.00826003 -9.81548e-05 0.00363821 -0.0010655 -0.0263533 -0.0768966
internal_weight=81.1708 69.951 0.71554 11.2198 5.55965 4.55598 4.19048 5.66013 5.27668 4.57804 3.0571 2.50321 2.31359 2.0572 1.68172 3.96187 1.38698 1.3148 0.201684 0.182072 1.14845 1.02078 0.885104 0.0994885 0.0521185 69.2354 14.2387 54.9968 1.91784 0.4521
internal_count=4633 3624 53 1009 618 569 551 391 374 340 331 289 274 264 243 520 461 423 377 372 209 199 189 164 235 3571 1450 2121 104 70
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=31
num_cat=0
split_feature=1 1 2 1 1 2 4 3 4 0 0 0 4 4 4 0 2 3 0 3 3 1 1 0 3 0 4 0 0 2
split_gain=0.0126868 0.0996091 0.190755 0.0643769 0.317494 0.0884468 0.200273 0.0508636 0.142587 0.0455568 0.182862 0.13249 0.148756 0.184149 0.0922343 0.0435984 0.165932 0.064464 0.304769 0.0893965 0.105336 0.186179 0.177203 0.16786 0.0969996 0.255669 0.0734082 0.163081 0.0726052 0.10851
threshold=62.079186690200011 62.095317438950012 -0.088039999999999993 62.132955852800002 62.154463517850012 -0.078549999999999995 42.684965421050009 -0.27118499999999995 36.016191615950007 86.103248543850015 86.420486603250012 85.990333302400003 42.154118731400011 48.109449608500007 40.300545846000013 87.261973998100004 -0.072755 0.092015000000000027 86.866770652900016 0.08846500000000003 0.08326500000000002 61.966271448700006 62.057679025150001 85.662341410450011 0.090465000000000031 85.799452775150016 38.911218973650008 85.121961326250016 85.990333302400003 -0.08725999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 5 -5 -3 -7 8 -6 11 -11 12 14 -14 -9 17 -17 18 19 20 22 23 26 -22 25 -21 27 -1 -19 -30
right_child=1 3 -4 4 7 6 -8 9 -10 10 -12 -13 13 -15 -16 16 -18 28 -20 24 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.06452800186647499 0.002149315394752287 0.0019152132560695712 -0.047253506793405835 -0.080529552478235705 0.040051291354899335 0.0062400237335934168 0.08557453409299276 -0.025925390216595508 -0.090288647244164077 -0.076466352844652377 0.00030086791631519301 0.096787644886960955 -0.085228654366222997 0.064501546153656872 0.082345337210107547 -0.013446060510167755 0.060227658880014412 -0.0018255333616935604 -0.10610091663195559 0.018514444698335276 0.021716655001061465 0.028337811939725639 -0.078279827162996946 -0.075986110028406065 -0.007864570878934567 -0.11071279917007876 -0.0042342649957649373 0.10169773955186397 -0.0040595919883884895 0.020611092967301112
leaf_weight=0.086327951608547226 1.9230640834703083 3.0737082191626541 1.3167308240663249 0.49613346953992632 0.14001830484806888 0.98629079869715386 0.46975137200206518 0.113999834482441 0.20953020694514635 0.3125783633440723 42.423976348835026 0.1891391125973314 0.27125884856150151 0.11781445145606995 0.25396259559602186 0.67203153343871236 0.56082603964023181 7.6216805468338844 0.28904462000355202 0.2789455643942359 0.33680385159914328 2.7389411508365811 0.31820327992318187 0.36795995714783203 2.3339553994210291 0.33934859861619771 4.6858205815126794 0.1865880535915494 2.7564883879385889 5.0472347090544645
leaf_count=138 18 34 36 17 29 15 66 43 93 14 2940 25 114 3 27 17 31 174 18 42 42 55 13 13 36 18 471 6 16 69
internal_value=-2.0297e-05 -0.000946587 -0.0179292 0.000174941 -0.000980447 0.0115327 0.0318351 -8.41278e-05 -0.0380785 0.000219903 -0.000260613 0.0219237 0.00321957 -0.0398892 0.0488016 0.00167232 0.0200681 0.000844227 -0.00466513 -0.00215338 0.00293844 0.0165432 -0.00593997 -0.0292943 -0.0171941 -0.0524115 -0.00129791 0.0491177 0.00511657 0.0118967
internal_weight=80.9182 52.298 3.23979 49.0582 44.5284 4.52975 1.45604 44.0323 0.349549 43.6827 42.7366 0.946175 0.757036 0.389073 0.367962 28.6202 1.23286 27.3873 11.9619 11.6729 8.72064 3.4437 5.27694 0.704764 2.95225 0.618294 4.95874 0.272916 15.4254 7.80372
internal_count=4633 3474 54 3420 3305 115 81 3288 122 3166 2954 212 187 117 70 1159 48 1111 852 834 738 110 628 55 96 60 615 144 259 85
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=31
num_cat=0
split_feature=4 1 2 0 4 2 0 0 1 4 1 4 2 2 2 4 0 1 4 3 3 4 4 2 4 1 2 1 1 2
split_gain=0.014176 0.0610441 0.0821737 0.0527024 0.194805 0.0960244 0.0726969 0.139333 0.0705538 0.187491 0.224501 0.0655711 0.12535 0.386751 0.179059 0.161802 0.134389 0.219961 0.122676 0.148141 0.257818 0.103975 0.0949027 0.0784869 0.254584 0.0755455 0.0714426 0.069463 0.0625866 0.0551843
threshold=42.081757894750005 58.309968391300011 -0.016679999999999997 85.121961326250016 38.171717059500004 -0.016679999999999997 85.769879735700016 85.705356740550016 61.987779113750001 40.574766824850009 61.923256118600001 40.806664626150003 -0.066979999999999998 -0.053874999999999999 -0.031989999999999998 41.808689985400001 86.345209775600011 62.084563606450011 41.404176814550006 0.08846500000000003 0.093955000000000025 41.835830569250014 40.621691032550004 0.22387500000000005 41.257948413050009 62.057679025150001 -0.086139999999999994 75.981203682750007 61.944763783650011 -0.08725999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 29 9 28 -11 22 16 -14 -15 23 -13 -18 27 21 -21 -20 -10 24 -16 -24 -27 -19 -8 -5
right_child=-2 3 -4 6 5 -7 8 -9 11 10 -12 12 13 14 15 -17 17 18 19 20 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.065818913485918992 -0.002072782622152295 0.0022807519362038225 -0.06091972203144002 -0.022797058090514646 -0.10325440366539136 0.04105453366995826 0.022618339552598503 0.042056495871933476 0.00061465472915946432 0.00094543005608114399 -0.051688571202433399 0.02307684727145469 0.10237080673258186 -0.019135794251808377 0.088204604892859362 0.070031952303237568 -0.065052162483098891 0.021168460349758104 -0.027150870540540446 -0.11208906603310476 0.0031949751312776728 0.0065322255363274451 0.0026381447064053459 -0.016871482932328527 0.0022427807201133619 -0.013144888258956225 -0.051265262561676898 -0.011330080543251018 -0.0060623120122450733 0.010205009957978553
leaf_weight=0.28183827365558045 23.730416415440345 1.1551994469350138 0.062503506347751592 0.70061814671316858 0.30876197444149511 0.054204880062115879 1.4942731578048545 1.2336640888825057 25.097363166608051 1.5525757001742024 1.6951846447773276 2.1826002923771766 0.50768163241446007 1.418467544543091 0.45455571031197894 0.60717096843654861 0.56335812294855614 2.7776869579683976 1.2982465034542654 0.36408990762038218 0.41521520095193409 3.1162011217409145 1.1517994031310075 0.6674936975869058 1.4232750280225444 1.1465604443474151 0.86069225942901528 0.86173762254338715 1.5501853566966017 1.8304224294261069
leaf_count=92 2058 139 48 43 124 13 33 16 1359 29 30 36 11 19 38 33 23 52 42 23 34 63 6 36 53 24 30 66 22 38
internal_value=-1.99351e-05 0.000837215 0.0428138 0.000581338 -0.0177984 -0.0817035 0.00108894 0.0145007 0.000102902 -0.00981427 -0.0265271 0.00149224 0.00646863 0.019567 0.0103703 0.0236466 0.000723627 -0.00446851 -0.00060464 -0.0104696 -0.0506655 -0.00337365 -0.00144145 0.0125817 0.0230511 -0.0177763 -0.0294906 0.0134735 0.00801465 0.0010697
internal_weight=80.564 56.8336 0.344342 56.4893 1.51817 0.362967 54.9711 3.7647 51.2064 6.29222 3.24776 44.9142 16.6578 5.07864 4.57096 3.1525 11.5791 9.39654 8.83318 5.19375 0.779305 4.41445 28.2564 2.54532 1.87783 3.15905 2.00725 3.63942 3.04446 2.53104
internal_count=4633 2575 140 2435 276 137 2159 97 2062 114 59 1948 529 190 179 160 339 303 280 162 57 105 1419 127 91 60 54 118 55 81
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 4 1 1 4 0 0 0 1 0 2 1 3 2 0 1 4 3 3 0 0 1 0 1 2
split_gain=0.0127797 0.104481 0.204886 0.0539149 0.077444 0.0596482 0.0544715 0.0889272 0.158295 0.0500315 0.071881 0.0401047 0.141563 0.0726347 0.131725 0.0676846 0.0478046 0.110189 0.109955 0.159943 0.0578285 0.0856634 0.0521054 0.0494279 0.130863 0.0499153 0.0427517 0.0447647 0.0397596 0.0388585
threshold=76.279622535200005 96.978061681550017 97.789976036950009 75.629015667650023 75.424692849750016 96.978061681550017 38.751720283100006 74.927328095600004 72.327589083450007 39.262923716450011 99.88966183685001 99.647700605050019 98.51854819030001 77.621163142300006 100.35207663525001 -0.075639999999999999 78.728807892050014 0.10526500000000003 0.11061500000000003 101.61296349840002 79.728914316550018 41.11191809080001 0.089835000000000012 0.078655000000000017 102.32271644485002 104.61328277200001 80.677940036650014 122.35979489110001 81.573196594050017 0.20852500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 29 -7 8 -8 -5 -11 12 -4 15 -15 -13 18 20 19 -16 21 -18 -21 24 -22 -26 -27 -28 -19 -1
right_child=1 2 11 9 -6 6 7 -9 -10 10 -12 13 -14 14 16 -17 17 28 -20 22 23 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-3.125624711621503e-05 -0.10142330839537513 0.072154472197373323 0.021317528973180542 0.0056960391267658408 0.027316878975881427 0.00054282733338408592 -0.016414678541080554 -0.0059893117874658466 -0.10518318023533596 -0.055216719839616991 -0.0050569335729481434 0.01084312989817377 -0.080600082200941059 0.049713904438341533 -0.080475563472594117 -0.10316717607313049 0.021914524780118572 -0.11255764018523391 0.089889099568490588 0.080185492096071009 0.085786449355324979 -0.10524710881745046 9.2030959248791074e-05 -0.0019423533341993598 -0.10199774247583629 -0.10074824154735468 0.022077592130018361 -0.10064729198451375 0.006595920585333476 0.018319427112586769
leaf_weight=64.062611595171234 0.093537036944776442 0.4290581474706413 0.30087238730811794 0.59380790489740221 1.0216631782022876 1.7639256848052576 0.57373489470546735 1.2428179969429036 0.30912143328532693 0.57023571433273879 0.5725492995698005 0.09095695286305272 0.24913887118884759 0.59983482601819549 0.16234134926344257 0.12180145975980838 0.092873811474419088 0.1204086075304075 0.19224988091627893 0.16630173016073968 0.24585221367306065 0.12331975445704302 0.15877216066292021 4.6277668689761846 0.045164022965991535 0.034299419670219322 0.4843185841673403 0.03166466373397725 0.036491656158487373 1.1751017265726194
leaf_count=2543 114 18 16 10 42 46 69 29 50 29 11 21 44 25 21 26 18 9 11 25 15 25 19 724 73 18 306 77 79 120
internal_value=-1.34903e-05 0.00367562 0.00485812 -0.000444932 -1.4037e-05 -0.000417973 -0.0124481 -0.0232282 -0.0474959 -0.0178508 -0.0300861 0.00119595 -0.0248481 0.00314901 0.00486907 -0.0544263 0.000744531 -0.00217566 0.0258455 0.000584894 0.000105828 -0.0506202 0.0410663 0.00211104 0.0244077 -0.000934776 0.00735989 0.0145463 -0.0848451 0.000299288
internal_weight=80.2926 8.40702 8.31349 71.8856 70.149 69.1273 3.8896 2.12567 0.882856 1.73659 1.14279 7.88443 0.550011 7.33442 7.12166 0.212758 6.52182 5.84216 0.679665 0.487415 5.68526 0.216194 0.325074 5.46907 0.841299 0.595447 0.550283 0.515983 0.1569 65.2377
internal_count=4633 1684 1570 2949 2899 2857 194 148 119 50 40 1552 60 1492 1445 47 1420 1344 76 65 1256 43 44 1213 489 474 401 383 88 2663
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=31
num_cat=0
split_feature=4 3 3 1 1 4 2 4 3 4 4 3 3 0 3 4 0 4 1 3 4 3 2 4 2 2 2 1 1 2
split_gain=0.0122373 0.0606496 0.129179 0.0605546 0.0630558 0.0459004 0.0840155 0.0860102 0.0595887 0.0798619 0.0715489 0.0329859 0.0524033 0.0357531 0.0370434 0.0308714 0.0234473 0.0195367 0.0346532 0.0174997 0.120332 0.0305693 0.047223 0.0202613 0.0890229 0.0801838 0.0339853 0.0939453 0.0287376 0.0224625
threshold=48.823707093150006 -1.0000000180025095e-35 -0.15849499999999997 72.327589083450007 81.339300736700025 46.095286511800005 -0.23381499999999997 47.079243513300007 -0.11595499999999999 48.393869453650005 47.927946529500012 0.078385000000000024 0.074735000000000024 107.99805155820002 0.078655000000000017 49.292797572200008 96.741477366050006 48.96897326980001 71.246828915000023 -0.42796999999999996 35.887362732750006 -0.55393499999999996 -0.16533 33.96174662340001 0.15915000000000004 -0.11692 0.11061500000000003 69.545034918450014 77.443724905700023 0.28423000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 15 17 -5 19 16 -8 -9 10 -10 12 -6 -13 -15 -2 -7 -3 -19 20 -1 22 -22 24 25 28 27 -27 -21 -25
right_child=1 3 -4 4 11 6 7 8 9 -11 -12 13 -14 14 -16 -17 -18 18 -20 23 21 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.055623127835899636 0.03849545111848969 0.10149457367155285 -0.10208237635229125 -0.10180196948483461 0.10033401164116872 -0.10281387361990196 -0.085794791174383905 0.056014342040221834 -0.046805895661193322 -0.07413733594097234 0.061899108698152766 0.10053656414697024 -0.10049612152130563 0.084906592490472915 -0.10039988008404269 -0.011444660243474887 -0.020922727811430401 -0.00084858728635609664 0.09874270055160389 -0.10280911733226528 -0.10142925095535721 -0.10275973779733652 0.05011440861423886 0.00012724846125310963 -0.087020301725566518 0.058026600970961163 0.10118523684165937 -0.10174558748984326 0.027328668059758743 0.015439843842425992
leaf_weight=0.12119315797404695 0.23813089805480558 0.11359649850055464 0.12264780213990889 0.048348238954076805 0.019427157938480377 0.14022513921599966 0.11502822957663639 0.18325340535011492 0.098350432475854177 0.13857899387949146 0.15753159270389006 0.073284483965835534 0.039228447372352093 0.020204636050038971 0.023145764320759099 0.25777474709275339 0.046577612388773559 0.074734043795615435 0.065611659433670866 0.071186483007835477 0.0400156615760352 0.11943855388740587 0.042298107558053744 76.336564482985295 0.1412553733966817 0.13891903074727885 0.061686132380032177 0.050065260558278979 0.022279123626425701 0.97016563778447462
leaf_count=51 18 7 45 94 2 63 40 18 33 16 24 8 81 3 45 42 21 37 10 49 16 53 26 3502 61 19 4 60 72 113
internal_value=-1.50776e-05 0.0104784 -0.0101905 0.0372483 -0.000695778 -0.000160685 -0.0228775 -0.00682822 0.00889475 -0.0129954 0.0201174 0.0271911 -0.0339797 0.0579539 -0.0140327 0.0125363 -0.082395 0.0706644 0.0457104 9.50973e-05 -0.023135 -0.0704452 -0.0235564 0.000191535 -0.0201756 0.00726179 0.0367367 0.0157001 -0.0717886 0.000319415
internal_weight=80.0907 1.09613 0.618553 0.477581 0.223639 78.9946 0.879545 0.692743 0.577714 0.394461 0.255882 0.17529 0.0586556 0.116635 0.0433504 0.495906 0.186803 0.253942 0.140346 78.1151 0.322945 0.201752 0.0823138 77.7921 0.485391 0.344136 0.25067 0.188984 0.0934656 77.3067
internal_count=4633 392 105 287 233 4241 215 131 91 73 57 139 83 56 48 60 84 54 47 4026 146 95 42 3880 265 204 83 79 121 3615
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=31
num_cat=0
split_feature=3 3 3 0 1 2 3 0 0 1 4 1 4 4 0 2 0 2 2 0 3 4 4 4 2 3 2 0 3 0
split_gain=0.0115898 0.0637286 0.136483 0.147993 0.118407 0.124884 0.0592756 0.229103 0.429376 0.100885 0.0938889 0.114237 0.0589171 0.0805645 0.0944488 0.100745 0.0689897 0.0497278 0.0665492 0.123992 0.0630717 0.0906215 0.0489594 0.0721226 0.0988613 0.0963347 0.165927 0.256297 0.131493 0.395059
threshold=0.088145000000000015 0.08729000000000002 0.08759500000000002 96.741477366050006 64.108972578700019 -0.088274999999999992 0.090235000000000024 87.261973998100004 86.208098410950015 76.871083323950003 41.087689990200012 80.677940036650014 43.735142172100005 43.930205408700004 85.823648898300021 -0.5340649999999999 101.61296349840002 -0.24150999999999997 -0.26416999999999996 87.380266155850009 0.084365000000000009 40.00488309970001 39.683197198900011 36.257608591500009 -0.09280999999999999 0.10020000000000003 -0.075639999999999999 89.711159354950013 0.093325000000000033 93.843319501450011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 -3 4 -4 -6 7 8 -2 -9 -11 -12 22 -14 -15 -16 -17 18 19 -1 21 -21 23 24 -8 28 27 -27 29 -25
right_child=6 2 3 -5 5 -7 12 9 -10 10 11 -13 13 14 15 16 -18 -19 -20 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.073945305822545673 -0.00029611862240778726 0.053103156918048455 0.002263201091272306 0.038156147924883504 -0.10495356102202742 0.00021446109664829011 0.012178765268556668 -0.0040118001520881011 -0.1107899557003108 0.08756285346413141 -0.079200552956063958 0.071640734878522586 0.073119783599132709 0.090398433889839536 0.075915604768783465 -0.10213638203362357 0.012541339317247914 0.00042207263824831694 -0.07677387773682387 0.049459730493561775 -0.10258151357733397 -0.10398559798693213 -0.002453346342879404 -0.072639911396010268 -0.031012545297116657 0.010841900410501712 0.0089818044127439167 -0.11094041961667744 0.043448723080141922 0.033694275222173796
leaf_weight=0.13237270313402405 0.87761345411808978 0.71095518016591031 1.6531646412477137 0.90741167872329231 0.23980062213559072 0.21338697645114646 1.0069684253477249 2.8919259831382083 0.58687162701971829 0.25106042196347278 0.10093458765186369 0.099900029320451722 0.26026183070120978 0.090922653267625719 0.073052356688094733 0.14045534938122728 0.083734399860020403 32.270023276228194 0.19410217570360444 0.10819917278063684 0.10983303122370103 0.059737198310472195 28.068372462038155 0.48597093331045504 1.1186969535372906 0.38195742270909239 3.6409200133130071 0.31560441426819352 1.6218238925359854 1.243227720202867
leaf_count=91 69 36 31 20 31 31 100 78 19 51 12 87 11 8 18 34 21 2357 161 72 36 66 749 30 107 14 103 64 90 36
internal_value=-1.58295e-05 0.00129446 0.0136914 0.00439404 -0.0101506 -0.0554344 -0.00112232 -0.0115914 -0.044575 0.00285439 0.0467949 -0.00416842 0.000184089 0.0300727 0.00120985 -0.0260718 -0.0593045 -0.000110131 -0.0285328 -0.00570243 -0.043659 -0.00512281 -0.000327493 0.00575179 -0.010552 0.0102588 0.000421781 -0.0442572 0.0229945 0.0038103
internal_weight=79.9393 36.599 3.72472 3.01376 2.10635 0.453188 43.3403 4.80831 1.46449 3.34382 0.451895 0.200835 38.532 0.648427 0.388165 0.297242 0.22419 32.8743 0.604244 0.410142 0.277769 0.167936 37.8835 9.81517 2.12567 7.6895 4.33848 0.697562 3.35102 1.7292
internal_count=4633 2932 149 113 93 62 1701 316 88 228 150 99 1385 92 81 73 55 2783 426 265 174 138 1293 544 207 337 181 78 156 66
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=31
num_cat=0
split_feature=2 4 2 3 2 3 4 4 1 0 2 3 3 3 3 0 1 1 3 1 2 3 1 4 3 3 2 2 1 3
split_gain=0.013381 0.0768541 0.130749 0.110638 0.114144 0.254941 0.114973 0.124975 0.106052 0.167041 0.101557 0.0709578 0.151765 0.132862 0.100093 0.0618377 0.104157 0.0817471 0.114841 0.0774449 0.0717842 0.0773507 0.0610105 0.0955604 0.0989737 0.100318 0.0725059 0.0639909 0.0728755 0.0514969
threshold=-0.14008999999999996 40.986363433950011 -0.14314999999999997 0.4888550000000001 -0.16164499999999998 0.089705000000000021 39.788107623550012 40.00488309970001 75.424692849750016 87.028078140750011 -0.63026499999999996 0.08574500000000003 0.085715000000000027 0.088755000000000014 0.084995000000000029 89.711159354950013 62.084563606450011 72.04530097975001 -0.20885999999999996 64.953148431650007 -0.21563499999999999 0.076615000000000016 83.116371560950014 35.771221912400001 0.084365000000000009 -1.0000000180025095e-35 -0.58835000000000004 -0.26416999999999996 68.20618276945001 0.079205000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 6 -6 22 -8 9 -9 -3 12 14 -13 15 16 -12 -17 -19 -18 -20 -22 23 26 25 -25 -1 -28 -29 -23
right_child=-2 2 -4 -5 5 -7 7 8 -10 -11 11 13 -14 -15 -16 17 19 18 20 -21 21 29 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.088530533694280586 -0.0004768356955794597 -0.062146389734768971 0.042306782461022978 0.082302178490780933 -0.0018991111863022048 -0.10993530736766369 0.089714090211358496 -0.0066513009451971503 -0.067761392410109436 0.097580458287840649 -0.0077547681812534788 0.076977437935968965 -0.12566142620258966 0.0085420223443503484 0.10176900237314777 -0.064702489976991226 0.098035299852850158 0.057804171688873522 -0.10084868292943737 0.0088461096352570774 0.073764783126078107 -0.10098105191356954 0.052414671986031947 -0.063725772277147555 -0.10193199378637595 0.077199116544884913 0.088149253284418083 -0.10138505650232357 0.05471530160812265 -0.012863955824971901
leaf_weight=0.060261614342266512 70.798384816680553 0.22535101403536728 1.0567490461617124 0.12742695563065343 0.59224117146073307 0.34605113198813342 0.21486824733437948 0.5920585431267682 0.1644395268513108 0.20768695906735957 0.75863985367104392 0.35297799041325095 0.098385757242794969 1.4451336395130452 0.094749297008774991 0.29096757410206897 0.20562322632031282 0.22828913039074916 0.10263091017293402 0.18490475779424287 0.092652401192253597 0.076706654920599249 0.087063073683282255 0.13747793093125515 0.27931499633200474 0.079853799648844093 0.11402749205751661 0.054894715728189936 0.065702125915549914 0.48991595114966913
leaf_count=17 3015 22 19 11 95 23 9 95 42 10 171 20 2 125 5 78 70 43 91 32 70 141 118 70 71 11 27 79 9 42
internal_value=-1.91001e-05 0.00365222 0.0105572 -0.0089571 -0.0128386 -0.0417439 0.000342208 0.0207474 0.0053782 0.0204168 0.00333704 0.00667449 -0.00381326 0.0219762 0.000934363 -0.00299679 0.0138456 -0.018104 -0.00441107 0.0558066 -0.0230526 -0.0109419 -0.027041 -0.0357806 -0.0625543 -0.011946 0.00931158 0.0344416 -0.0163403 -0.0247928
internal_weight=79.6254 8.82705 5.70368 3.12337 2.99594 0.938292 2.05765 1.17905 0.964185 0.799746 4.64693 4.42158 2.62347 1.79811 2.52508 2.43033 1.14917 1.28116 0.990195 0.390528 0.761906 0.659275 0.878596 0.791533 0.496647 0.217332 0.294886 0.234624 0.120597 0.566623
internal_count=4633 1618 931 687 676 118 558 156 147 105 912 890 745 145 743 738 273 465 387 102 344 253 402 284 152 81 132 115 88 183
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=31
num_cat=0
split_feature=1 1 2 1 1 2 4 0 0 1 2 4 2 0 4 3 2 1 1 3 4 0 4 2 1 4 1 2 2 4
split_gain=0.0137321 0.088501 0.140921 0.0455758 0.261436 0.0774344 0.177834 0.0445929 0.0872296 0.0828551 0.315736 0.0587119 0.144284 0.151864 0.241897 0.322818 0.112483 0.0660585 0.0717235 0.0432202 0.114883 0.0429901 0.0412868 0.140573 0.107685 0.147498 0.0922919 0.181712 0.124405 0.0767733
threshold=62.079186690200011 62.095317438950012 -0.088039999999999993 62.132955852800002 62.154463517850012 -0.078549999999999995 42.684965421050009 86.09518316945001 85.931187223550012 62.046925192600007 -0.057599999999999998 42.844429421150004 -0.071969999999999992 86.264556031700025 41.184662530950007 0.087700000000000014 -0.051199999999999996 62.014663695050011 61.950140699950005 -0.27118499999999995 36.016191615950007 86.474255765850003 41.873095646600007 -0.082654999999999992 62.036171360100006 43.847983878700006 61.93938686740001 -0.089569999999999997 -0.084259999999999988 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 5 -5 -3 -7 8 22 10 -10 12 13 -9 -15 -16 -14 18 -18 20 -6 -13 -1 26 25 -25 27 -24 29 -28
right_child=1 3 -4 4 19 6 -8 11 9 -11 -12 21 16 14 15 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.0040058197262317682 0.0004180381188330966 0.00070115327946138105 -0.042327530583549329 -0.076308096038994688 0.034683306998457335 0.0054085916560407113 0.08240707232671679 0.010613318696905296 -0.10817291838142594 -0.0054116584179438607 0.021594759519745193 0.028756864890804368 0.043676982968289507 -0.00023935457628152434 -0.0081540970755548253 -0.10735725470036508 0.016964874161375886 0.026773231200709031 -0.019029716595288446 0.00016269422596566777 -0.088565972686863725 0.0067000197664215918 -0.0068549384172206275 -0.10523715147419599 0.033601803547153468 0.055666124067573403 -0.10306495183979179 0.071594602679389246 0.0047770588214443551 0.0027000954222999316
leaf_weight=9.8420258853746052 1.8786797622906308 3.0083735284570139 1.3083611256151915 0.45498931524343689 0.129601196094426 0.9740983610972751 0.43341107666492462 2.3695688716834402 0.40262234784677264 1.1968185350051497 0.35090880896313958 1.6472819956197775 1.073186351917683 1.9417247232049706 0.68304061144590356 0.63110965117812157 0.98289565090090114 1.0805614639830308 1.2674380191601811 42.826069820683472 0.18160485022497141 1.9061986899469046 0.96837228801456421 0.35135443722163628 0.1061516702575318 0.067996939732680062 0.23703311746794498 0.42477444373071216 0.55690491298446421 0.096602791905752383
leaf_count=454 18 34 36 17 29 15 66 17 34 13 11 24 23 14 5 40 19 36 25 3166 93 19 166 129 7 39 58 11 6 9
internal_value=-1.71866e-05 -0.000993085 -0.0171301 7.81772e-05 -0.000902473 0.00975886 0.0291186 0.00175546 -0.00208095 -0.0217663 -0.0477419 0.00587956 0.00196618 -0.00864635 -0.0226632 -0.0557956 0.0155218 0.00645047 -0.00330808 -0.000107134 -0.037239 0.0169249 0.000953796 -0.009739 -0.0563718 -0.079147 0.000991739 0.0170646 -0.0241523 -0.0724412
internal_weight=79.3798 51.1952 3.18704 48.0081 43.5923 4.41588 1.40751 28.1846 14.6016 1.95035 0.753531 13.583 10.0295 5.62544 3.25587 1.31415 4.40408 3.3309 2.25033 43.1373 0.311206 3.55348 12.6512 2.80919 0.525503 0.419351 2.28369 1.39315 0.890541 0.333636
internal_count=4633 3474 54 3420 3305 115 81 1159 937 58 45 222 179 76 59 45 103 80 44 3288 122 43 879 425 175 168 250 177 73 67
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=31
num_cat=0
split_feature=4 3 3 4 2 3 2 4 2 3 2 4 4 3 4 4 2 1 0 1 4 1 1 0 3 3 3 4 3 4
split_gain=0.0134778 0.0595734 0.130465 0.0508723 0.0579416 0.0950696 0.225503 0.172225 0.0849234 0.143404 0.0694208 0.141463 0.0639443 0.133583 0.19106 0.282444 0.1281 0.121524 0.175082 0.0750031 0.211941 0.248631 0.184224 0.0911084 0.0638719 0.216578 0.15493 0.286177 0.106959 0.0564883
threshold=42.154118731400011 -0.25420999999999999 -0.55393499999999996 42.320906304050006 -0.11534 0.093955000000000025 -0.51760499999999998 42.580420142950011 -0.099379999999999996 0.085910000000000028 -0.13867499999999996 43.96654634930001 43.157831852650006 0.11458500000000002 43.084051236300006 43.022303514600004 -0.095854999999999996 62.020040611300011 85.662341410450011 62.186725015400008 42.620627117000005 62.425997789000007 62.111448187750007 86.420486603250012 0.086955000000000018 0.088145000000000015 0.083395000000000011 43.321682097200004 0.082325000000000023 42.527280425250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 7 -7 -5 9 -6 -9 -12 13 14 15 17 -14 18 -10 22 29 -22 -19 -24 26 -26 28 -28 -18 -21
right_child=1 3 -4 4 8 6 -8 10 12 -11 11 -13 16 -15 -16 -17 24 19 -20 20 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00079889032216149628 0.022606099574599098 -0.02995816191107168 -0.088058811271591778 0.096232182831437002 0.0098878870985186704 0.036430465328516425 -0.10564959005137085 0.0048353698625959608 -0.00068612824488513934 -0.104297037582325 0.089048897167563756 -0.10034475699697179 0.062296010148873621 0.021073502313688007 -0.078285058149980435 0.066491770079254636 -0.0037679694177515351 -0.011362109781835293 -0.10553248123304593 0.006501147775250871 0.017912367857199775 -0.10501468664701641 -0.0093302726863136298 0.081672699342091648 0.073678172956779517 0.0010247132087583396 0.0033582944604553348 -0.096964182473439686 0.034927711794776405 -0.019672576885574528
leaf_weight=56.627657734104204 0.19168714949836385 0.60555750805542885 0.23980116228502169 0.25868999713703278 0.22402952260234599 0.23494191660165598 0.21297067021077953 2.2835227023273896 0.30461697080402483 0.21606550550473003 0.23559932434000019 0.047366550541482866 0.36760784569924965 1.3892582699522789 0.41886321534036586 0.46604719040647058 3.2789625590941558 1.6593145809347336 0.33379859965498326 1.6184610937416439 0.24228804255835701 0.51271579121021205 0.15364126733038563 0.38743204716593027 0.50282694511406623 2.2297381239452534 0.72079607425257541 0.46958123864828849 0.91327225148052082 1.6810015480205036
leaf_count=2609 37 72 95 16 22 30 32 619 42 44 19 121 17 37 42 30 174 49 25 50 6 56 13 61 13 166 15 75 29 17
internal_value=-2.2467e-05 -0.00209883 -0.0388963 -0.0013761 -0.000565926 0.0116775 -0.0311249 0.0184636 -0.00278114 -0.0461714 0.0106248 0.0573457 -0.00169924 -0.00748914 -0.0125907 -0.00885164 0.00455797 -0.0139455 -0.0555055 -0.00970362 -0.0177707 -0.0655662 0.00516081 0.0558318 0.00194251 0.0143939 -0.00437862 -0.036217 0.00466183 -0.00683377
internal_weight=79.0281 22.4005 0.431488 21.969 21.3634 3.27309 0.447913 2.82518 18.0903 0.440095 2.56649 0.282966 17.6502 9.16744 7.77818 7.35932 8.48279 6.89327 0.638416 6.25485 4.05447 0.755004 2.20039 0.541073 8.11518 2.73257 5.38261 1.19038 4.19223 3.29946
internal_count=4633 2024 132 1892 1820 837 62 775 983 66 759 140 917 428 391 349 489 319 67 252 129 62 123 74 472 179 293 90 203 67
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=31
num_cat=0
split_feature=4 3 0 0 2 1 1 4 2 3 4 3 3 3 3 4 3 2 4 2 4 3 2 3 4 4 1 0 0 2
split_gain=0.0120452 0.0535939 0.0995344 0.102907 0.0520931 0.0468025 0.0571894 0.0382081 0.0748931 0.0764894 0.0941725 0.0305718 0.0440244 0.0298455 0.0242062 0.0172915 0.0288209 0.0154824 0.0873775 0.122449 0.124993 0.0956445 0.0955431 0.237261 0.0986591 0.112239 0.0886727 0.152321 0.0646714 0.0894327
threshold=48.823707093150006 -1.0000000180025095e-35 71.249517373150013 84.226704768850013 -0.045684999999999996 72.327589083450007 81.339300736700025 45.921757303800007 -0.23381499999999997 0.074735000000000024 47.927946529500012 0.078385000000000024 0.074735000000000024 -0.16179999999999997 0.088755000000000014 48.96897326980001 0.077805000000000027 -0.14008999999999996 40.986363433950011 -0.60723499999999997 41.16018805045001 0.4888550000000001 -0.16164499999999998 0.089705000000000021 39.788107623550012 40.00488309970001 75.424692849750016 87.028078140750011 86.345209775600011 -0.24399499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 -5 15 -7 17 14 13 -11 12 -8 -10 -9 -3 -17 18 21 -20 -21 22 24 -24 -1 -26 27 -27 29 -22
right_child=1 5 3 4 -6 6 11 8 9 10 -12 -13 -14 -15 -16 16 -18 -19 19 20 28 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.026261710644105752 -0.10217878242221062 0.10124542303692941 0.040369307994378691 -0.10200870830360947 0.017222746618771143 -0.10150278758499146 0.10027912437348255 -0.10243194696859728 -0.0010258591446168366 -0.10241353566316383 0.00096731366923763029 0.060006790710629913 -0.10041474257357519 0.061944502035482553 -0.01291500172575032 0.095828270367992671 -0.00076390229066962249 -0.00038775554342919177 -0.054525028593301418 0.089573324481856453 -0.046369188082534984 0.079054594168280978 -0.0016649848876142026 -0.10897863245761719 0.087483219921200381 -0.0063145937137971571 -0.063333107596507329 0.096738233178895461 0.0086485166044764309 0.068663473902557934
leaf_weight=0.81851681974964363 0.095356235884537455 0.097477380419148885 0.33895751423551701 0.098400223781368368 0.058386328899359796 0.04150284951026606 0.016252512112259865 0.12759583343910208 0.14743869292578893 0.13769195498571207 0.2447157798014814 0.10888831460897563 0.033376306553691393 0.15376377929078344 0.039577323720550339 0.058644030339564779 0.065272363117401255 69.669244432131663 0.24631852916672858 0.23068699881991994 0.081975456979705541 0.11961218035139598 0.59172399793790753 0.31607237378131003 0.19897486927220576 0.59199970659574319 0.15871877051290539 0.18929145066067576 3.2180030258465706 0.38501805356412466
leaf_count=402 26 7 20 44 15 94 2 79 20 61 26 56 81 35 10 16 31 2874 27 27 92 11 95 23 9 95 42 10 235 68
internal_value=-2.51987e-05 0.0108114 -0.00861446 0.00938261 -0.0576077 0.0380593 0.00299819 -0.000166472 -0.0212419 -0.00656988 -0.0362566 0.0303586 -0.0346912 0.0311205 -0.0812393 0.0697356 0.0449488 6.6951e-05 0.0044995 0.0138634 0.0181654 -0.00855698 -0.0122143 -0.039029 0.000221017 0.0192525 0.00480987 0.0186531 0.0136951 0.0484708
internal_weight=78.6795 1.01251 0.5911 0.495744 0.156787 0.421414 0.20002 77.6669 0.850783 0.68361 0.382408 0.158517 0.0496288 0.301202 0.167173 0.221394 0.123916 76.8162 7.14691 4.162 3.91568 2.98491 2.8653 0.907796 1.9575 1.13898 0.94001 0.781291 3.685 0.466994
internal_count=4633 392 105 79 59 287 233 4241 231 142 87 139 83 55 89 54 47 4010 1136 449 422 687 676 118 558 156 147 105 395 160
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=31
num_cat=0
split_feature=1 1 2 0 2 1 1 3 2 2 3 2 3 2 3 0 2 0 4 3 3 4 0 4 4 4 3 3 3 3
split_gain=0.0116433 0.0719354 0.112137 0.0473871 0.152128 0.0486703 0.0773749 0.0397019 0.0542265 0.147197 0.114978 0.0783825 0.0951381 0.17266 0.15857 0.11129 0.0643754 0.0421805 0.0412913 0.115127 0.210056 0.146911 0.0778788 0.078508 0.0745322 0.0684595 0.0371822 0.0793551 0.070978 0.0586072
threshold=62.079186690200011 62.095317438950012 -0.088039999999999993 87.261973998100004 -0.072755 62.068432857650002 62.057679025150001 0.42293500000000012 -0.053874999999999999 -0.064729999999999996 0.11458500000000002 -0.043559999999999995 0.087795000000000026 -0.016014999999999998 0.086375000000000021 86.345209775600011 0.11061500000000003 85.866664228400012 41.11191809080001 0.092015000000000027 0.079025000000000026 39.525197829750006 85.121961326250016 39.476991512000005 40.518963363600001 39.571921479100006 0.08326500000000002 0.085910000000000028 0.082535000000000011 0.090465000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 6 7 8 9 18 11 -10 13 -13 15 16 -15 -14 19 20 21 22 23 -1 25 -21 28 -28 -20 -29
right_child=1 -3 -4 4 -6 -7 -8 -9 10 -11 -12 12 17 14 -16 -17 -18 -19 26 24 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.067339885430425156 0.00020878060273993825 4.5855073729897541e-05 -0.038097349249235433 -0.010447372451234777 0.062036271813795535 0.019717795252367953 -0.027855986828043019 0.024585063497629615 -0.035463078344168571 0.046183817024539206 -0.047927423868174723 0.088591010202528436 -0.02315091713853052 -0.10518852803093388 0.094722486134993511 0.10079802378897203 -0.0065463166819899072 0.00088349204108031801 0.0021910218449035447 -0.0049432912910318677 -0.10663417993861822 -0.1030449877040987 0.10105466064372376 0.10072795683284891 -0.013007633832368396 0.030205167539626807 0.033000093437800242 -0.009852005630160034 -0.036594455475406198 0.0099382467741490829
leaf_weight=0.081475178489052946 1.8584024927986322 47.576574551630081 1.2979556509817474 0.6618855259148404 0.51473325747065135 1.2878026203834441 0.97349964353634177 0.68743470683693786 0.66131082971696731 0.75605555588845419 0.6430801582901039 0.32683389525845963 0.96193325660897278 0.17010834044893675 0.11266522158985026 0.046179618686437607 0.10826832934117192 3.0311625822796486 2.6649072116963164 1.1191798744257542 0.30209287366574245 0.088452979753128602 0.12900664247717941 0.042183738201856613 2.385986014851369 1.0975998929934574 1.0980479024292416 2.1153315946285147 0.57334221238852467 5.114300797933538
leaf_count=132 18 3420 36 17 31 13 20 8 14 28 23 15 50 137 10 2 14 41 200 29 44 92 7 2 20 14 37 72 13 74
internal_value=-2.31686e-05 -0.000924036 -0.0155434 0.00162352 0.0212619 0.000754129 -0.000211511 0.000895203 0.000206012 0.00301992 -0.00794944 -0.00320472 0.00127964 0.0336089 -0.00749154 -0.0429737 -0.0668239 -0.00490638 0.00107878 -0.00627987 -0.0459084 0.00787011 0.0466992 -0.0100069 -0.000742005 0.0124599 0.00441645 0.00795211 -0.00467607 0.00414778
internal_weight=78.4878 50.7329 3.15636 27.7549 1.17662 26.5782 25.2904 24.3169 23.6295 17.568 6.06154 5.41846 4.75715 0.764055 0.437222 0.324556 0.278377 3.9931 16.8119 5.24598 0.643211 0.341119 0.252666 0.123659 4.60277 2.21678 11.5659 8.32768 3.23825 7.22963
internal_count=4633 3474 54 1159 48 1111 1098 1078 1070 764 306 283 269 178 163 153 151 91 736 340 277 233 141 134 63 43 396 183 213 146
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 0 0 1 3 1 1 3 1 0 3 0 1 1 0 0 4 1 0 0 0 2 1 4 1 4
split_gain=0.0114978 0.362951 0.276232 0.181822 0.168476 0.127879 0.167385 0.124417 0.121467 0.0977952 0.0823962 0.286002 0.244738 0.126543 0.0985597 0.0821307 0.0809905 0.0676696 0.232524 0.124889 0.216116 0.0739072 0.0728521 0.0532665 0.124072 0.314483 0.135178 0.0504776 0.122001 0.247983
threshold=66.859265246100009 90.321439350550008 90.767723400200012 -0.051199999999999996 65.571493801650021 92.168410086200012 90.321439350550008 67.606656606400023 0.10249000000000003 67.606656606400023 69.999384342500022 0.08674500000000003 70.077349628250019 93.72771580185001 0.083070000000000019 89.237990724000014 68.846035804500005 70.128430332750014 94.625660817400004 94.165934477050016 39.065416244600009 70.348883899450016 93.843319501450011 94.743952975150009 95.217121606100008 -0.033594999999999993 74.257902021100008 38.621016321050007 63.910026677050006 40.679780036550007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 27 6 7 -2 -6 -7 11 14 -12 -13 -11 -9 -8 -14 19 20 -19 -20 -22 -23 25 26 -25 -1 -29 -30
right_child=5 2 3 -5 8 9 16 15 -10 10 12 13 17 -15 -16 -17 -18 18 21 -21 22 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.011943277944527993 0.097456427411300867 0.090342483726216449 0.044727386765268003 -0.043559065963712229 -0.067464701162222515 -0.065898143036759713 -0.085479542555882859 -0.1030012583351697 -0.00074203878409241858 0.036024782777994438 -0.08980420929472499 -0.043097165837173206 0.027126600014430759 0.016049060129227129 0.10194409341748401 0.037815992437919964 -0.0066476097363817911 -0.074044008521658752 0.05163653737011327 -0.097669261823336226 -0.027511204152379259 0.050383562481047639 0.077017526225377109 -0.1034573041582426 0.00078635078183938306 0.06458317778085379 0.071802422574052338 -0.00014542145998769381 -0.10941972525439579 0.029950535602177544
leaf_weight=3.3861889188158036 0.13236443907954409 0.77218482294119783 0.59987166296923533 0.38169893713347847 0.6422652859619109 0.22591844423368712 0.49742992004030384 0.082821137288078717 0.47435490228235722 0.6602991435847827 0.31004070099152414 0.65880395751446463 0.86162806418724613 0.80217904144956265 0.34549581457395107 0.082852726223791251 0.17659253055717272 0.3706070064545226 0.28028391071711922 0.34113984451869328 0.10211175381698467 0.20789987740863836 0.19213529968783405 0.43549129072835058 23.055775499786133 0.19524200409796577 0.048956542846781304 41.455646571000699 0.29401040538505085 0.22565331230271113
leaf_count=292 7 42 32 29 37 12 65 37 13 49 16 32 17 19 8 24 26 24 12 108 17 9 42 173 2000 11 22 1316 22 120
internal_value=-1.78648e-05 0.000938895 0.0455966 0.0103958 -0.000746172 -0.0015527 -0.037232 0.0251721 -0.03912 -0.000360613 0.000152276 0.0176303 -0.00148076 -0.0106219 0.0586684 -0.0325792 -0.0648257 -0.000431223 -0.00137236 -0.0484809 -0.0232422 0.00058403 0.0407432 -1.35964e-05 -0.000455027 -0.0425638 -0.0857462 0.00019844 -0.000749027 -0.048901
internal_weight=78.2979 48.2319 1.75376 0.981571 46.4781 30.0661 0.972061 0.298038 1.11662 29.094 28.8681 2.46678 26.4013 1.46098 1.00579 0.165674 0.674022 26.0913 25.2296 1.00599 0.664854 24.2236 0.294247 23.9434 23.7355 0.67969 0.484448 45.3615 41.9753 0.519664
internal_count=4633 1903 103 61 1800 2730 159 68 50 2571 2559 108 2451 51 57 61 91 2435 2418 191 83 2227 59 2215 2206 206 195 1750 1458 142
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=31
num_cat=0
split_feature=4 4 4 2 3 2 3 3 2 4 2 4 1 4 0 4 4 1 0 1 0 2 0 3 2 2 4 4 1 0
split_gain=0.0124714 0.0430489 0.0454677 0.0916444 0.081125 0.0806554 0.0433247 0.0939846 0.127542 0.110068 0.0528737 0.0630035 0.0467682 0.0539869 0.0450004 0.218055 0.0695787 0.227252 0.085085 0.175215 0.109268 0.168215 0.0556909 0.0793419 0.20303 0.47557 0.142186 0.124647 0.113088 0.199331
threshold=42.081757894750005 42.027798546600003 41.965446242000006 -0.098419999999999994 0.084065000000000015 -0.077085000000000001 -0.097064999999999999 -0.22831499999999999 -0.036264999999999999 38.751720283100006 0.022350000000000005 40.250747516500006 61.950140699950005 40.21994457600001 86.162394622750014 41.772405911750006 41.489621506400006 62.084563606450011 90.767723400200012 75.424692849750016 98.230883170350012 -0.11963999999999998 86.538778761000017 0.08729000000000002 -0.054875 -0.105535 39.788107623550012 41.289992964000007 65.765062787050013 93.72771580185001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 12 9 -9 -10 -12 13 -1 15 -8 22 -18 -19 -20 -21 -22 -16 24 25 26 -24 28 -25 -30
right_child=-2 -3 3 4 5 -7 14 8 10 -11 11 -13 -14 -15 16 -17 17 18 19 20 21 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=-0.0057392117408908922 -0.0019915729781871954 0.01640082524439835 0.0027597792828415453 -0.12134512059530203 0.045471026937767535 -0.080354630888066811 0.0017725027288352962 -0.040099533015190807 -0.061802008844629885 0.085142368423925571 0.071399554934722567 -0.028873570434340121 0.00023686114705643468 0.097071439083489336 -0.01197715254427956 0.060398409845508816 -0.087336854131583375 0.0014629103258092012 -0.10466395456509706 0.072144664217089122 0.044303952001479012 -0.10398337839611933 -0.059315578100000203 0.015569600273995267 0.0021469321856724863 -0.10625069817820759 0.011318701980634442 0.046662713263295852 -0.033395535681831623 0.0029944986373360133
leaf_weight=0.095456208304959822 22.715738146046974 1.7121936602634367 0.57184156408766285 0.13953322469740115 0.094298913041711785 0.11080672152456827 11.762269396350806 0.081770213710399275 0.12160330967164767 0.49470749478496145 0.11881539067599078 0.13258116896031424 3.6981979496604538 0.10985526501485765 3.7391599132679429 0.67060617205606909 0.38833324424922411 2.7007557962788273 0.25056298829440482 0.14228351600468159 0.14510346633301263 0.16180197375524519 0.36575528455885153 5.2047782794106814 6.5763597804451752 0.63182758432036923 1.2905425256221859 0.68195756677596264 1.7379154328082211 11.2439246904024
leaf_count=64 2058 36 7 9 34 7 342 63 10 91 29 27 236 23 47 28 20 29 27 16 33 49 137 111 207 86 59 51 84 613
internal_value=-1.95014e-05 0.000792398 0.00029253 -0.0217893 -0.0625224 -0.0225053 0.000677664 0.00967929 0.0378962 0.0673775 -0.00766771 0.0185177 0.00281591 0.0492713 -0.000238276 0.00493468 -0.00206223 -0.0148649 -0.00658873 -0.0376647 -0.000291776 -0.0338738 -0.000520959 0.00102364 -0.00677996 -0.032437 -0.00427925 0.00468979 0.0031159 -0.00187714
internal_weight=77.8913 55.1756 53.4634 0.91648 0.344639 0.205106 52.5469 4.85299 0.949478 0.576478 0.373 0.251397 3.90351 0.205311 47.6939 12.4329 35.2611 3.78884 3.40051 0.699752 0.449189 0.306905 31.4722 27.7331 8.86449 2.28813 1.6563 18.8686 18.1866 12.9818
internal_count=4633 2575 2539 57 50 41 2482 543 220 154 66 56 323 87 1939 370 1569 174 154 125 98 82 1395 1348 489 282 196 859 808 697
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=31
num_cat=0
split_feature=2 3 3 3 3 3 3 3 4 0 1 1 0 3 1 3 2 4 0 4 1 4 2 2 4 2 0 1 1 0
split_gain=0.0123107 0.0714649 0.102191 0.135465 0.103101 0.0771287 0.1208 0.121179 0.0501167 0.05462 0.158991 0.126115 0.0717343 0.0897455 0.0699524 0.0619668 0.0669256 0.0935843 0.064507 0.0524474 0.0452547 0.112645 0.0442776 0.0407042 0.03511 0.0379923 0.03615 0.067806 0.0342588 0.133476
threshold=-0.16164499999999998 0.42293500000000012 0.12376500000000003 0.10787500000000003 0.10052500000000002 0.098950000000000024 0.098085000000000019 0.09721500000000001 38.804629908750009 94.75470680765001 62.084563606450011 78.290589216800015 102.21786657775002 -0.15544999999999998 75.629015667650023 0.085345000000000018 -0.25105499999999997 44.701063782750005 86.624809421150005 37.345948426100009 74.927328095600004 47.74983977685001 -0.23265499999999997 -0.23381499999999997 35.119813570500007 -0.21563499999999999 89.861713010250014 83.116371560950014 81.573196594050017 104.03526427400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 19 10 22 14 -13 -14 20 16 18 -18 -12 24 21 -11 23 -10 25 -1 -26 -28 -2 -30
right_child=28 -3 -4 -5 -6 -7 -8 -9 9 11 15 12 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.10100051911744251 -9.6708475942045252e-05 0.0788654412766185 -0.085862747384296056 0.071752057274736686 -0.093731934168209408 0.099899470945745597 -0.10889470730653997 0.089986765884495667 -0.013243682679610401 -0.10284029318084396 0.083482160424925345 0.085439175924350227 0.053553107630153168 -0.10053431441340149 -0.1052099272211138 0.078732266622640781 0.084786226819456911 -0.0053393735547441019 -0.065404032726796596 -0.10148408626375589 0.015690277836682722 0.017009796097899068 -0.066778272320793988 0.027745943810896734 0.062376309441051818 0.074239784979925436 -0.10127112494887835 0.097714811745832533 -0.083147426948845735 0.0034314617823179108
leaf_weight=0.062998016489100195 71.985767431030354 0.12726422437117424 0.12613916195527952 0.2878179682488734 0.11224810554310227 0.081213826988459803 0.096777223399840184 0.15798745844222128 1.0149426721595212 0.16886649948264665 0.038098537093901541 0.15102119231596589 0.089671673842531163 0.065342201125190513 0.13649583605001681 0.33142287938972004 0.25769861601293076 0.20837802536925665 0.12321108651701707 0.090731727045977095 0.17975500096872565 0.1464170338895201 0.12041317381590477 0.31822492698847771 0.080033908379846253 0.015394937620503035 0.050496756110987917 0.025912169868547608 0.2426059477866741 0.66933844108094931
leaf_count=138 2574 12 17 38 33 7 7 21 157 42 71 10 25 125 20 24 21 47 17 51 21 25 82 46 33 19 32 29 132 757
internal_value=-2.20078e-05 0.0049582 0.00288541 0.00542297 0.000793518 0.00343849 0.00144526 0.0042308 0.000544693 0.00418495 0.0121453 -0.0162973 0.0363886 -0.0113986 -0.0418284 0.0437547 0.0252775 0.044492 -0.0302397 -0.0369121 -0.0243523 -0.0471822 -0.00870479 -0.00345953 -0.0119639 -0.0665865 0.0154073 -0.03379 -0.000340709 -0.0196013
internal_weight=77.5627 4.66497 4.53771 4.41157 4.12375 4.01151 3.93029 3.83351 3.67553 3.34996 2.41239 0.937569 0.306035 0.155014 0.631534 0.958809 0.627386 0.466077 0.16131 0.325568 0.495039 0.315284 1.45358 1.33317 0.234836 0.078393 0.156443 0.0764089 72.8977 0.911944
internal_count=4633 1170 1158 1141 1103 1070 1063 1056 1035 733 465 268 160 150 108 180 156 68 88 302 88 67 285 203 251 157 94 61 3463 889
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=31
num_cat=0
split_feature=3 3 2 3 2 2 2 1 2 4 4 4 3 1 3 2 3 3 4 0 2 2 4 2 0 1 4 1 2 2
split_gain=0.0124727 0.0760552 0.0621142 0.0888089 0.0598696 0.0712312 0.0774268 0.141482 0.267449 0.166099 0.167733 0.0892434 0.0528272 0.049729 0.0494914 0.0378029 0.0236744 0.173661 0.119779 0.136217 0.165292 0.116585 0.0488968 0.0486055 0.0451229 0.114413 0.0414274 0.0620003 0.0315001 0.127874
threshold=0.10487000000000003 0.10602000000000002 -0.237895 0.12376500000000003 0.20852500000000004 0.05642500000000001 -0.036264999999999999 62.084563606450011 -0.063379999999999992 41.11191809080001 37.572218886150004 41.444941515100005 0.10336500000000003 61.966271448700006 0.10249000000000003 -0.063379999999999992 0.096480000000000024 0.095830000000000012 42.081757894750005 97.32487278035002 -0.059424999999999999 0.20852500000000004 41.641174900500005 0.10610000000000001 87.261973998100004 66.52858489605002 40.518963363600001 69.999384342500022 0.075080000000000022 0.11061500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 -3 5 6 7 13 9 10 -9 -8 14 -4 16 -14 17 28 19 20 26 22 -21 -22 -20 -26 27 -18 -1 -30
right_child=1 2 4 -5 -6 -7 11 8 -10 -11 -12 -13 15 -15 -16 -17 18 -19 24 21 23 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00088216636104906227 -0.034027199287722874 0.07658159993258877 0.010702740031078033 -0.010941556254006479 0.023687177170267769 -0.028841344236739015 0.028398463851676228 -0.0086316189115353392 -0.10858156703632796 0.044086440127180521 -0.094980303639523617 -0.0017748847994300009 0.0043395593269815276 -0.0095538589186332044 -0.015942814841862069 0.034255852015087761 0.043397271774131739 -0.066807000667590918 -0.0042560873021478714 -0.10248246209475149 0.079848853653824617 -0.0019058170407640681 -0.0033166226991598797 0.033188657963357883 -0.10395259186673192 0.0092243103915204249 -0.0005696939023475294 0.0019598636204700326 -0.10363445101178743 -0.0048785167040897495
leaf_weight=51.246663278872013 0.73501412341852024 0.24359689848233657 2.4343304480571497 0.22121625908766873 0.83076522985969425 1.0587402241089865 1.5070455070977011 0.81685852107380152 0.36477908468805575 0.37934283050526585 0.31046185986122055 2.8041376174419383 0.92835833357185038 2.4134688210906461 1.8650994983154578 0.77499442367843474 0.71108420289237961 0.38714562802988339 0.28846306803461619 0.18965879654645323 0.48596311889559674 1.1358529210228878 0.067390650743618608 0.41296561801573262 0.21565776574425399 0.15247581139158228 1.7347270888276396 0.73360360634978861 0.14158968710640252 1.7725737228386291
leaf_count=3280 30 38 38 26 51 63 35 55 21 26 42 39 19 31 31 26 27 36 18 69 22 22 10 22 18 33 36 21 35 413
internal_value=-2.09485e-05 -0.00270819 -0.000988333 0.0349271 -0.00228044 -0.00406493 -0.0016868 -0.00839781 -0.0317525 -0.0131514 -0.0324119 0.00877271 0.000578999 0.000618026 9.81726e-05 0.0179509 0.000599515 -7.42709e-05 0.00648738 0.0113307 0.020552 -0.0156687 -0.0764842 0.0584133 -0.0338708 -0.0570763 0.00984729 0.0223556 0.000411713 -0.0121834
internal_weight=77.364 14.1198 13.3847 0.464813 12.9199 12.0892 11.0304 6.71924 1.87144 1.50666 1.12732 4.31118 63.2443 4.8478 61.5409 1.70335 59.6758 53.548 6.12784 5.47125 4.07834 1.3929 0.257049 0.898929 0.656597 0.368134 3.17941 1.44469 53.1608 1.91416
internal_count=4633 495 465 64 401 350 287 213 144 123 97 74 4138 69 4093 45 4062 3764 298 229 128 101 79 44 69 51 84 48 3728 448
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=31
num_cat=0
split_feature=1 0 4 1 3 3 0 0 0 0 0 0 1 1 2 2 1 2 3 2 3 2 0 0 1 1 3 1 1 2
split_gain=0.0113661 0.0530802 0.10248 0.0798716 0.0612906 0.219406 0.0516857 0.157055 0.0534792 0.0904019 0.0631335 0.0597121 0.095328 0.0816059 0.0797609 0.0573436 0.0377684 0.0492506 0.0375931 0.0359255 0.147751 0.0565551 0.0598829 0.0541754 0.0529873 0.0787162 0.0344538 0.0880088 0.240154 0.131851
threshold=76.871083323950003 97.886760529650019 41.404176814550006 76.279622535200005 0.10821500000000002 0.088755000000000014 97.789976036950009 97.139369169350019 99.647700605050019 98.51854819030001 100.35207663525001 101.11291028615001 78.728807892050014 79.941302508900023 -0.077679999999999985 -0.078504999999999991 72.04530097975001 -0.25572 0.09721500000000001 0.20852500000000004 0.11296500000000002 0.13747000000000004 88.350799540950007 85.990333302400003 68.20618276945001 65.644082171150004 0.11071500000000002 62.425997789000007 65.644082171150004 -0.078504999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 4 16 5 -3 7 -2 9 -8 -10 18 15 14 -14 -13 17 -4 -12 21 23 26 -23 -21 25 -25 -1 -28 -29 -30
right_child=6 2 3 -5 -6 -7 8 -9 10 -11 11 12 13 -15 -16 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 27 28 29 -31
leaf_value=0.0011147683143936844 -0.086215506619175541 0.0059574885860062092 0.10078861208337433 0.033106967385232576 0.007232225443989675 -0.10309288159267112 0.015507171011256185 0.092660032662993275 0.035083930049698571 -0.078247866730653023 -0.0084988255246462238 0.0039950673045631739 -0.10371440186253578 0.0021174228595652188 0.024890581992010274 0.067455947245709247 -0.10277552736082102 -0.10049713493188901 -0.069058959036028836 0.05325313301703527 0.082691925717563702 -0.034343088720389332 0.015855024683332549 0.0077892042689908254 0.014493638724923827 -0.082075530625164206 -0.0013087625437142811 0.0064201047421677737 -0.019785791104906348 -0.11873958266997511
leaf_weight=55.969914601133425 0.065680390990504267 0.61190590967453307 0.022821659222245216 0.068709849030710757 1.3125750741455702 0.2641424929988716 0.19910866680766037 0.19426836618004018 0.60322561919383577 0.212726290670048 0.23043560573569255 0.23851901033413014 0.14377835441462139 5.1417256693510636 0.072564369198516832 0.35328949545146304 0.24383487510021951 0.02600989050733904 0.18462909499066882 0.14939516217668714 0.26794481827528216 0.918584986011864 0.32058120565488935 0.18993665347807109 0.37000120683114801 0.20022773698110541 7.2100035059138445 0.78959144058171638 0.22445478770532645 0.3365635409791139
leaf_count=2389 109 30 1 6 22 35 13 11 41 43 31 39 47 1258 12 34 62 44 13 22 27 41 33 16 30 44 113 16 32 19
internal_value=-2.21965e-05 -0.000424669 -0.0145852 -0.0639202 -0.00643918 -0.0269229 0.00363892 0.0474641 0.00209524 -0.0329204 0.00416475 0.00123444 0.00379266 -0.00041405 -0.0605785 0.041879 -0.0866994 -0.00642527 -0.0354372 0.0001147 0.0174275 -0.000195258 -0.0213565 -0.00179858 -0.0126179 -0.0383283 0.000211096 -0.00569718 -0.029124 -0.0791497
internal_weight=77.1372 69.4972 2.55 0.361376 2.18862 0.876048 7.63995 0.259949 7.38 0.411835 6.96817 6.36494 5.94988 5.35807 0.216343 0.591809 0.292666 0.0488315 0.415065 66.9472 1.17751 65.7697 1.23917 0.909561 0.760166 0.390164 64.5305 8.56061 1.35061 0.561018
internal_count=4633 2982 200 113 87 65 1651 120 1531 56 1475 1434 1390 1317 59 73 107 45 44 2782 139 2643 74 112 90 60 2569 180 67 51
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 1 1 2 4 3 3 3 3 3 3 3 0 1 1 4 0 1 0 3 1 3 3 3 4 4
split_gain=0.0118958 0.0530313 0.157278 0.0746096 0.0595746 0.0713353 0.101409 0.101591 0.100238 0.0623745 0.131109 0.0927693 0.0609628 0.0549336 0.101594 0.0522355 0.049956 0.0694315 0.0386332 0.0710807 0.139226 0.057413 0.0750875 0.0517128 0.115517 0.0495769 0.0383943 0.0345981 0.0329572 0.0307194
threshold=-0.14008999999999996 71.322105742700003 70.940344688150006 72.04530097975001 94.300357383600002 62.084563606450011 62.111448187750007 -0.14831999999999998 38.983591653800012 0.084995000000000029 0.098085000000000019 0.080545000000000019 0.093955000000000025 -0.21029499999999998 -0.25843999999999995 -0.24665999999999999 97.491557184450016 72.209296925700016 75.180043159850015 41.559097512700014 98.752444047600008 78.27445846800002 104.22883325935001 0.089705000000000021 83.116371560950014 0.074735000000000024 0.083905000000000021 0.089505000000000015 43.61821939175001 40.542362378300005
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -7 8 -8 11 -11 15 29 14 -5 -10 17 -15 -18 23 -21 -22 -23 -20 -25 -24 -13 -6 -17 -1
right_child=-2 3 -4 13 27 6 7 -9 9 10 -12 26 -14 16 -16 28 18 -19 19 20 21 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.048438309542943959 -0.00044837851927346736 -0.10307638330489806 0.088724428943602274 -0.067140085541990552 -0.10527148934868563 0.065628686836865874 -0.035418199519323269 -0.015170711576370143 -0.033535670529454185 0.086018533728163135 0.0036052267453476209 -0.10474396334356638 -0.060298187258057814 0.066300747026285564 0.070092799697624941 0.085563413948728212 -0.030600799200777913 -0.096448276860491067 0.0020802356408913519 0.10162717795258124 -0.10158938964109981 0.06416765432350123 0.020763510640659396 -0.090731441227129978 0.040585059462646463 -0.1004371523284997 0.010977010225080052 -0.010005267543970757 0.02010244723574825 0.0020761554465953988
leaf_weight=0.12839798329073548 68.930203432838141 0.08088461989154927 0.23709511088418356 0.072040917547610661 0.073840261635268578 0.3824793025851253 0.22634996118734974 0.96307647572029931 0.09012777248017334 0.49549875770753715 0.31623229384422302 0.083056950679747388 0.18984872070723202 0.032741459668613859 0.21475953486236754 0.15475170059653409 0.49450051672738471 0.13146773099219899 0.60804976060658311 0.18294280394911766 0.054036331077440991 0.1347110009996868 0.065861646897019455 0.20734578982131779 0.098962252700900422 0.069220442363416623 0.043785684509202838 0.078808854588714894 0.15290121190264472 1.9296484538554635
leaf_count=168 3015 14 18 55 36 9 50 15 17 37 20 61 31 4 57 22 22 116 153 4 12 62 38 54 61 176 3 13 38 252
internal_value=-2.49023e-05 0.00362689 0.00903788 -0.00863401 0.00547903 0.00730173 0.0176427 0.0103762 0.0261204 0.0365437 0.0539121 0.00967017 -0.00607709 -0.00540625 0.0356215 0.0334161 -0.0110638 -0.063998 -0.00652624 0.00185081 0.0318915 -0.00750461 0.0113394 -0.0147989 -0.0483056 -0.0413436 -0.0647974 -0.056088 0.0530298 -0.00107536
internal_weight=76.9236 7.99342 5.5459 2.44752 5.3088 5.15616 2.90826 2.52578 1.5627 1.33635 0.811731 0.524623 2.2479 2.36664 0.2868 0.397781 2.07984 0.164209 1.91563 1.42113 0.506772 0.323829 0.269793 0.914358 0.306308 0.135082 0.126843 0.152649 0.307653 2.05805
internal_count=4633 1618 790 828 772 723 272 263 248 198 57 141 451 814 112 77 702 120 582 560 292 288 276 268 115 214 64 49 60 420
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=31
num_cat=0
split_feature=4 4 1 2 4 1 1 0 2 2 0 3 0 2 4 4 1 0 1 3 2 3 2 0 1 3 4 1 0 0
split_gain=0.0121428 0.0927104 0.0943028 0.0630865 0.0535373 0.0600535 0.190895 0.10961 0.124166 0.107783 0.0912351 0.0780075 0.0841663 0.0776185 0.176756 0.119325 0.0704268 0.0567056 0.0494548 0.0700775 0.0626415 0.044008 0.0410052 0.0392918 0.051069 0.0585948 0.0567087 0.0478822 0.0392761 0.313329
threshold=40.518963363600001 40.300545846000013 72.04530097975001 -0.040509999999999997 40.806664626150003 74.927328095600004 75.629015667650023 96.870523356300012 -0.14008999999999996 -0.27494999999999997 97.491557184450016 0.12001500000000002 97.886760529650019 -0.14008999999999996 42.580420142950011 41.542492784600007 62.068432857650002 99.647700605050019 62.057679025150001 0.084995000000000029 -0.080234999999999987 0.085520000000000027 -0.117885 94.604153152350008 64.730006406800015 0.084995000000000029 48.109449608500007 62.116825104000007 95.746747857800017 93.972365491700018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 18 7 -7 9 -9 16 21 12 -12 14 15 -11 -6 -14 20 -20 22 -8 -2 24 27 26 -26 -16 29 -15
right_child=4 2 -4 -5 5 6 10 8 -10 13 11 -13 17 28 23 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00069095637629461467 -0.0014535853402198192 0.046884047854451383 -0.002490556328106493 0.01349992412040471 0.013641951080214472 0.066060432690170506 -0.1024109472678254 -0.014216882031231984 -0.10516099943876851 0.019331121733126892 0.068728615484361474 0.058617262900645763 -0.033830184124594501 -0.00092983399362254592 -0.00039591775361934556 0.079517894411868864 -0.082919995354836365 0.00409251184716178 0.00041343032181232511 -0.030667207368560184 0.01511459749323877 0.037021048280185188 -0.033499473363433986 -0.050761426798134182 -0.037843310943380157 0.080438729600118233 0.05752658606334829 -0.046868381423069316 0.0083341870552099944 -0.06548051993633143
leaf_weight=23.694415328179506 1.0537051854407762 1.0621205371335238 1.6181512729674521 1.2119622828467975 0.10691734876307535 0.54285677348082018 0.11476470805882844 0.55558947619692844 0.20570968820447788 0.89412095445730633 0.18939836812205602 0.26807920098826787 0.43162437422142819 27.872954918713649 1.2122587729044201 0.52154564393276814 0.25729707301798044 4.5598665351784291 1.1800522413318506 1.8830172686903095 1.3762599993497122 0.028198193114803871 0.6429304871708158 0.16788175209330791 0.14941759426346823 0.15121523139532655 0.10699551652942318 0.27133262483403076 3.6566569653805336 0.77281541044248925
leaf_count=1581 87 27 35 26 14 45 98 51 57 36 5 24 37 941 152 27 102 805 33 44 15 17 7 39 41 9 16 17 37 208
internal_value=-2.05896e-05 0.00165863 0.015962 0.0290921 -0.000962643 0.000283251 0.00944493 -0.00123981 -0.0387908 -0.000448816 0.00394878 0.00601775 0.00329605 0.000102178 0.0143037 0.0415045 -0.0545737 0.000813259 -0.00970131 -0.0186933 -0.000738023 -0.0749092 -0.0135972 -0.00439736 -0.000281662 0.031068 0.00195244 -0.00889522 -0.00142548 -0.0026713
internal_weight=76.7601 27.5866 3.89223 2.27408 49.1735 43.0375 6.13479 36.9027 0.761299 36.1414 5.59193 5.44897 5.18089 35.7772 3.47477 1.41567 0.364214 4.99149 6.13597 3.06307 3.0729 0.142963 1.69664 2.0591 1.89122 0.407628 0.256413 1.48359 32.3024 28.6458
internal_count=4633 1669 88 53 2964 2778 1031 1747 108 1639 986 871 847 1523 337 63 116 842 186 77 109 115 94 274 235 66 57 169 1186 1149
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=31
num_cat=0
split_feature=4 4 4 1 1 1 3 3 4 2 2 0 3 1 4 2 1 3 3 2 4 4 2 3 2 2 2 4 2 2
split_gain=0.0118381 0.107346 0.0539298 0.0822241 0.216259 0.174252 0.042093 0.128376 0.122606 0.0720572 0.0513196 0.0435524 0.104751 0.0431317 0.050099 0.0407834 0.0393956 0.0358523 0.207819 0.167818 0.0476168 0.0472109 0.116071 0.0408136 0.0817056 0.268999 0.24366 0.0657198 0.171276 0.0814644
threshold=41.559097512700014 41.529896397300007 41.741384785950011 62.154463517850012 66.52858489605002 77.852370541550016 -0.097064999999999999 -0.22831499999999999 38.751720283100006 -0.033594999999999993 0.047710000000000009 87.261973998100004 -0.11595499999999999 61.950140699950005 40.21994457600001 -0.14815999999999999 58.793890854750011 0.050735000000000009 0.079025000000000026 -0.020814999999999997 38.474425342400004 37.500638522700008 0.011900000000000003 0.087125000000000022 -0.043559999999999995 -0.092614999999999989 -0.056184999999999992 39.571921479100006 -0.11963999999999998 -0.14510999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 7 13 9 15 11 12 -10 14 16 -9 -1 20 19 -19 21 22 -8 24 25 27 -27 28 29 -20
right_child=2 -3 -4 4 5 -7 17 8 10 -11 -12 -13 -14 -15 -16 -17 -18 18 23 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.057469757825278647 -0.039321554475456218 0.049248087172678805 -0.00065201934746913332 0.10010808244417418 -0.10407358865310071 0.058002383417151505 -0.10581038471949095 0.015379694584447108 -0.10434787525860484 0.053923294465241148 0.011911247038413359 0.098360096999922209 0.10067272240046227 -0.00069168934032176773 0.096511916772895306 -0.10396817808548287 -0.071839936679088806 0.090636471965463372 -0.044891671530722946 -0.046735261133912159 -0.028000741040984198 0.0091216936774119461 0.011636479980833406 0.0010020554735023464 0.0017830518372604787 -0.10690232075949851 -0.01105918969758532 0.0089441042908258109 -0.11035104417877695 0.091206104792169618
leaf_weight=0.048898171231258281 0.86917938045826904 0.45635826300940507 28.913070867901066 0.17563176288786053 0.17171381888329051 0.10809140625724467 0.13441098070501967 0.042017202917179475 0.039082889743440319 0.080907601200123191 0.13056931611481559 0.38105444042594172 0.068773412072914653 3.6278485742444673 0.1009583319646481 0.089879516561580886 0.045468799836854146 0.42592517824937914 0.079877417894700264 0.11239607972691956 1.0744566834146096 1.177632543047366 0.22501859739702468 30.584076302515641 4.2801392429097254 0.54742863284592858 0.51460318150202489 1.778037950966336 0.17000183442723982 0.097867804900815258
leaf_count=35 28 34 2272 26 17 38 45 49 73 21 28 18 3 228 15 18 29 81 67 21 54 23 21 1125 144 52 7 39 7 15
internal_value=-1.69339e-05 0.000987877 -0.00155596 -0.0212866 0.0131321 -0.0414621 0.000507606 0.00952079 0.0451115 -0.0203736 0.067607 0.0824812 0.0263813 0.00177288 0.0475482 -0.0659486 -0.00483548 -0.000510807 0.000256568 0.0619546 -0.0118503 -0.000560582 -0.0322835 -0.000616273 -0.00724393 -0.0193641 -0.0604619 0.00116822 -0.03859 0.0300447
internal_weight=76.5514 46.3137 30.2377 1.32462 0.455437 0.279805 45.8573 4.65546 0.832284 0.212804 0.61948 0.488911 0.107856 3.82317 0.195325 0.131897 0.094367 41.2019 38.5904 0.538321 2.61152 1.53706 0.35943 38.052 7.46796 3.18782 1.06203 2.12579 0.347747 0.177745
internal_count=4633 2252 2381 109 81 55 2218 517 210 88 122 94 76 307 79 67 64 1701 1558 102 143 89 66 1456 331 187 59 128 89 82
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 1 4 3 3 2 1 2 3 0 0 2 3 1 0 0 4 1 1 1 1 1 3 1 3 1
split_gain=0.0109044 0.0835898 0.0597668 0.282369 0.237617 0.204567 0.162569 0.159405 0.151236 0.201537 0.196421 0.144039 0.13363 0.0970075 0.170757 0.0777069 0.166301 0.244106 0.0752155 0.0773561 0.17382 0.102023 0.266267 0.192511 0.0681577 0.0668971 0.0779125 0.0508626 0.225469 0.0498868
threshold=87.261973998100004 86.904409066750006 66.859265246100009 90.321439350550008 90.767723400200012 65.571493801650021 41.873095646600007 0.10249000000000003 0.093325000000000033 -0.071969999999999992 64.630533455950015 -0.051199999999999996 0.10214000000000002 92.168410086200012 90.321439350550008 -0.083834999999999993 0.12376500000000003 62.095317438950012 92.464140480550014 93.308316333500017 40.099856909850011 69.873026810350026 69.545034918450014 70.077349628250019 68.846035804500005 67.606656606400023 -0.16179999999999997 63.910026677050006 0.080545000000000019 70.128430332750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 5 -5 6 8 -7 9 -2 -11 -6 -10 14 25 -8 17 -17 -15 20 -20 22 -21 -23 -16 -4 -27 -1 -29 -25
right_child=2 -3 13 4 11 7 15 -9 12 10 -12 -13 -14 18 24 16 -18 -19 19 21 -22 23 -24 29 -26 26 -28 28 -30 -31
leaf_value=0.00010698509190168585 -0.025623207886077554 -0.026093520838915026 0.096183599234982348 0.08980388965128705 0.043780560515023006 -0.08162427671180511 0.015785006259249442 0.00014608165167544418 0.097007957422287239 0.088862583415231233 9.5410267980731718e-05 -0.036718843071836586 0.017687715178538257 0.057061950311594715 -0.083964813800015137 0.0048657480245312273 0.0055523562138726093 -0.069585797476168124 0.015767308935308165 -0.0097655423487801388 -0.077370576508484876 -0.077788692887859112 0.077996346537952538 0.023750397610443983 -0.006662465080395575 0.065992008535177338 -0.10209717625366342 0.040055997942441746 -0.097234677440630676 -0.0011547856417654411
leaf_weight=34.520754082523467 0.86136761514353377 1.3076695207055298 0.10758629441261547 0.69941549783106782 0.57778258039616048 0.50621266053349323 1.5181658489163963 0.45062739495187998 0.46338101476430882 0.45543497381731712 0.55069307400844991 0.36125575460300752 0.39212064887396991 0.22670408642443618 0.43229424251148885 0.83979044854640938 2.612528633326292 0.92594674043357372 0.39579451869940641 0.84528040888563072 0.40583976906418684 0.32502106275933584 0.58493303660361562 0.83173722540959971 0.15493910226905427 0.057515546957347397 0.052974176825841823 0.22583265532694596 0.25434031919257905 24.360724837365474
leaf_count=1350 38 41 6 42 32 32 26 13 25 40 12 29 24 14 65 15 11 26 18 39 25 28 24 17 26 8 38 54 109 2406
internal_value=-1.53654e-05 -0.00127004 0.00112363 0.00731637 0.0456778 0.000752906 0.00562258 -0.0431142 0.0258318 0.00988097 0.0402769 0.0128118 0.0606514 -0.00128938 -0.0355077 -0.00371014 -0.0104701 -0.0341764 -0.000304387 -0.000773053 -0.0313852 0.00013759 0.0261276 -0.00131911 -0.0635689 0.0400553 -0.0145982 -0.000342606 -0.0326648 -0.000332533
internal_weight=76.3047 36.3086 39.9961 11.2147 1.63845 9.57627 8.61943 0.95684 2.723 1.8675 1.00613 0.939038 0.855502 28.7813 0.805309 5.89643 4.37827 1.76574 27.976 27.7493 0.801634 26.9477 1.43021 25.5175 0.587233 0.218076 0.11049 35.0009 0.480173 25.1925
internal_count=4633 1554 3079 365 103 262 217 45 139 90 52 61 49 2714 143 78 52 41 2571 2557 43 2514 63 2451 91 52 46 1513 163 2423
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=31
num_cat=0
split_feature=4 3 3 1 4 1 4 2 0 0 0 0 4 4 3 1 2 2 1 1 1 0 4 4 4 4 2 0 1 3
split_gain=0.00996624 0.0569411 0.0927239 0.094285 0.0443838 0.135017 0.129196 0.0928935 0.0393564 0.0573788 0.123289 0.146606 0.111983 0.0824734 0.101548 0.0964376 0.0775094 0.0680329 0.0603355 0.102324 0.264843 0.107663 0.0715697 0.0681036 0.266899 0.10962 0.20884 0.090234 0.158476 0.0673036
threshold=42.154118731400011 -0.25098999999999999 -0.55393499999999996 67.254468591300011 42.388109226950007 70.940344688150006 42.243697547450004 -0.084259999999999988 71.340924949550015 86.103248543850015 85.823648898300021 85.799452775150016 42.759119507950011 43.847983878700006 0.08326500000000002 61.885617704800005 -0.083004999999999982 -0.09715 62.079186690200011 62.095317438950012 62.132955852800002 87.842680954300008 42.527280425250005 43.067541470150012 42.686561923500008 43.663128814500006 -0.083004999999999982 88.122280599850015 62.425997789000007 0.084805000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -3 -7 -6 10 11 12 16 15 -15 -14 -10 -12 -11 -20 -21 -22 -23 24 -24 26 29 -27 -29 -25
right_child=1 4 3 -5 8 7 -8 -9 9 18 17 -13 13 14 -16 -17 -18 -19 19 20 21 22 23 25 -26 27 -28 28 -30 -31
leaf_value=0.00070890518362035158 0.021728898141639776 -0.016848857608487432 -0.10291559376355913 0.017236910661507242 0.034500599926645593 0.026011621619158199 -0.11679876943231784 -0.029915236112097246 -0.012123481350409578 0.012060542775547904 -0.019747471300928549 0.086319817649818095 -0.0065453074240156067 -0.027438169443349775 0.053950432028456063 -0.10265336522301208 0.061821226309394677 -0.10704813835169794 -0.032420203313826133 0.090295998810037872 -0.041532204365519798 0.024608513163259491 -0.0004997498085316679 0.087503886491240968 -0.074984330224225113 0.10131162292375361 -0.0041558885032109399 -0.11715446317605419 -0.0049947450051348388 0.034109801252528979
leaf_weight=54.497798004399783 0.18147099791985966 0.31213261356424737 0.22432727455208379 0.09213265581001906 0.33154900035819679 0.69521377835462772 0.22081451680696773 0.51848680704097183 0.28346887039515423 4.3089515963974945 0.16034364607185125 0.16170879709534336 0.17458679653373088 0.7922238528572052 0.19008214768223297 0.259729643821629 0.28355363617493257 0.20137238012830483 0.99629333848133583 0.32273623766377468 0.63652650146349188 1.1282867510899439 2.7878612666427203 0.41077511020785129 0.58140517515295176 0.075132191181183194 1.3425053091359584 0.13130049407482181 3.1067351699807091 0.5550931529638774
leaf_count=2609 37 24 72 37 97 24 33 26 29 65 12 7 16 67 74 92 19 29 23 62 32 42 66 39 73 2 45 2 842 36
internal_value=-9.97123e-06 -0.00183498 -0.035257 -0.067935 -0.00104134 -0.0163038 -0.0582608 0.00211995 0.000345499 -0.000253955 -0.0143427 -0.00523705 -0.0127009 -0.0277329 -0.011689 -0.0640198 0.0248544 -0.068349 0.00190195 -0.00172323 0.00103739 -0.00164093 0.000868374 -0.00211086 -0.0133529 0.00462706 0.0213567 -0.00702893 -0.00954276 0.0568178
internal_weight=75.9646 21.4668 0.497931 0.31646 20.9689 1.74665 0.532947 1.2137 19.2222 18.8907 2.50707 2.14535 1.98364 1.41662 0.982306 0.434316 0.567023 0.361716 16.3836 12.0747 11.0784 10.7556 10.1191 8.99081 3.36927 5.62154 2.30837 3.31317 3.23804 0.965868
internal_count=4633 2024 146 109 1878 107 57 50 1771 1674 345 304 297 249 141 108 48 41 1329 1264 1241 1179 1147 1105 139 966 120 846 844 75
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=31
num_cat=0
split_feature=0 0 0 4 3 2 3 1 1 4 3 1 3 2 2 3 2 0 4 4 3 3 3 3 3 1 2 3 2 4
split_gain=0.0104265 0.044936 0.0435692 0.0719235 0.0573104 0.0534053 0.0649873 0.0370019 0.107729 0.0391401 0.0351835 0.0639861 0.103263 0.0278903 0.0394678 0.022066 0.0144753 0.0664389 0.0429866 0.133644 0.0694738 0.0628802 0.098249 0.0631555 0.0687766 0.127739 0.138162 0.113171 0.0836036 0.0594131
threshold=76.535026057600007 79.271876434400014 71.340924949550015 35.771221912400001 -0.25098999999999999 -0.23353499999999996 -0.55393499999999996 61.546871980350012 59.240174904450008 38.911218973650008 -0.24212500000000001 55.887667615750004 -1.0000000180025095e-35 -0.097799999999999984 -0.13734499999999997 -0.25420999999999999 -0.14008999999999996 85.216057360850016 40.250747516500006 40.099856909850011 0.4888550000000001 0.10020000000000003 0.11636500000000001 0.093745000000000023 0.08574500000000003 62.095317438950012 -0.17605999999999999 0.085715000000000027 -0.27494999999999997 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 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 13 4 -4 5 -1 -7 8 -3 -10 -6 12 -12 14 -2 -5 17 -9 19 20 -19 23 -23 24 27 -26 -27 28 -20 -25
right_child=1 7 3 15 10 6 -8 16 9 -11 11 -13 -14 -15 -16 -17 -18 18 21 -21 -22 22 -24 29 25 26 -28 -29 -30 -31
leaf_value=-0.10191128317024781 0.017816266490593823 -0.10349763503898352 0.069282689785709548 -0.023549357022479359 0.10186814017586975 0.10100880506009845 -0.10207662878919424 0.066776164568815938 0.031670148015076505 -0.03396630974429684 -0.10207338298111271 0.064577584761391429 0.062306775351987566 -0.0067499606894264475 0.100848206409605 -0.10156652540654956 -0.00032409827901117559 -0.0081392072848391461 -0.10261555561371732 -0.10694337519964559 0.076874434782866097 0.073442381574028631 -0.015287971679697291 0.0040241455646178549 0.0030896537735209616 0.0013242064448877738 0.099244782811721499 -0.11915574780498475 0.004633763618742094 -0.063960856138149655
leaf_weight=0.081379541681371848 0.12429400179826189 0.13499962553259948 0.040965048730889464 0.051828788532702674 0.052922472357749939 0.039198945976053778 0.026348154778485622 0.16713411286657631 0.19477033151360956 0.17027880927571459 0.087518071330407565 0.13106482944931486 0.067839073330115407 0.1019926901483349 0.10612627118825912 0.12063248120421122 67.315584974086718 1.4778579991276641 0.075362071677375631 0.13311022689094887 0.10281421341642261 0.33242432996055971 0.19979280412371736 0.26314578304027225 1.1194266341626642 0.23949991066356791 0.36171071035823843 0.081647610597428755 2.0449730136330126 0.25130760061347246
leaf_count=48 38 52 29 32 1 16 49 85 21 24 103 18 13 33 6 167 2769 342 71 12 9 34 27 35 6 35 20 2 501 35
internal_value=-1.12635e-05 0.000102096 -0.0121619 -0.0498279 0.00436988 -0.0478033 0.019374 -6.12279e-05 -0.0271723 0.00105373 0.0269594 0.0131185 -0.0302943 0.0367875 0.0560589 -0.0781205 0.000121563 0.00450099 0.00294358 -0.0107132 -0.00260953 0.00765345 0.0401333 0.00375757 0.00807815 0.0230576 0.0602369 -0.00362681 0.000821852 -0.0291861
internal_weight=75.698 74.9983 0.699697 0.213426 0.486271 0.146927 0.0655471 74.6658 0.500049 0.365049 0.339344 0.286422 0.155357 0.332413 0.23042 0.172461 74.1658 6.85021 6.68307 1.71378 1.58067 4.96929 0.532217 4.43707 3.92262 1.72064 0.601211 2.20198 2.12034 0.514453
internal_count=4633 4157 476 228 248 113 65 4080 97 45 135 134 116 77 44 199 3983 1214 1129 363 351 766 61 705 635 61 55 574 572 70
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=31
num_cat=0
split_feature=3 3 2 2 4 4 2 2 4 1 3 3 4 4 0 3 3 2 3 2 0 0 1 0 1 1 2 1 2 2
split_gain=0.010159 0.0596711 0.057474 0.0563691 0.161113 0.101548 0.0593761 0.145174 0.177475 0.195984 0.14925 0.130361 0.126451 0.0576064 0.0447861 0.0437158 0.0393801 0.0353755 0.0332123 0.0317893 0.0180822 0.155426 0.120202 0.0969705 0.199489 0.324535 0.186008 0.14502 0.171813 0.180276
threshold=0.10487000000000003 0.10602000000000002 -0.16164499999999998 -0.094409999999999994 36.654713368950006 40.94178426300001 -0.086139999999999994 -0.036264999999999999 40.408647214050006 62.020040611300011 0.11071500000000002 0.11296500000000002 40.330620469300008 39.198779702000003 87.028078140750011 0.12140000000000002 0.10336500000000003 0.11061500000000003 0.10249000000000003 -0.063379999999999992 93.972365491700018 94.625660817400004 70.128430332750014 90.321439350550008 66.859265246100009 67.606656606400023 -0.051199999999999996 70.182199495350019 -0.10771499999999999 -0.060989999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 15 4 -4 -6 -5 8 9 -8 -9 -12 13 -11 -13 -3 18 -16 20 -18 23 22 -22 -1 26 -26 -25 28 -27 -30
right_child=1 2 3 6 5 -7 7 10 -10 12 11 14 -14 -15 17 -17 19 -19 -20 -21 21 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=0.00016262296635484615 -0.030177119863737979 0.067322484316007722 0.01227118025967083 0.011911612660059762 -0.10491271946759687 -0.016091921281563528 0.027031752903466912 0.047979264980352938 -0.069201477313311444 -0.038045742327646598 -0.040440156310020216 -0.017206869614794441 -0.0043227361359084483 -0.1097790825511224 0.0035151854768689277 0.005925546898326548 0.0029238238159722059 0.025786095697733886 -0.012963706636246361 0.030740894033638329 -0.014184179366988459 0.00026016699807411857 -0.082131374756129888 0.077325379948619391 -0.088263347777889647 0.069778033492249633 -0.0097384745931317195 -0.052363883472602152 -0.059423870851143215 0.026236772582206067
leaf_weight=32.139327437247928 0.73543846146397029 0.21037914459930007 0.58329080273445189 3.0270005987251212 0.28173221809203142 0.23700176044076215 0.8259247289970475 0.68111384228506899 0.66242946423153615 0.20220811888739831 0.74807689058860649 0.78541368260630395 0.48601295799016953 0.25081129595491802 2.8962442337033285 0.2584236220504863 0.88992671050573335 0.94624670446466996 1.8795430540783957 0.76310572957299772 0.76342607307106536 21.161417318304732 0.39510126210825547 0.82263775111641735 0.34772541882284747 0.59991764655933444 0.34970441948553277 0.27425696276054612 0.32504225894808825 1.0062692060600953
leaf_count=1603 30 39 22 39 25 25 8 40 37 35 17 35 2 12 47 33 19 49 31 26 35 1998 134 45 50 42 31 52 11 61
internal_value=-1.00302e-05 -0.00246099 -0.000902892 -0.00218071 -0.0237866 -0.0643318 -0.000112324 -0.00440209 -0.0250651 -0.00849976 0.00387865 -0.00170871 -0.0397514 -0.0777604 0.00455202 0.0334779 0.000538709 0.00899959 0.000119657 0.0157653 0.000542289 -0.00169236 -0.0373567 0.00193298 0.0172054 0.00152533 0.0513546 0.0156818 0.025345 0.00532256
internal_weight=75.5351 13.8177 13.0823 12.6135 1.10202 0.518734 11.5115 8.48448 2.42739 1.76496 6.0571 5.37598 0.939032 0.453019 4.6279 0.468803 61.7174 3.84249 60.0644 1.65303 58.1848 22.3199 1.15853 35.8649 3.72555 2.55321 1.17234 2.20549 1.93123 1.33131
internal_count=4633 495 465 393 72 50 321 282 94 57 188 148 49 47 131 72 4138 96 4093 45 4062 2167 169 1895 292 216 76 166 114 72
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=31
num_cat=0
split_feature=4 4 4 1 1 4 0 2 2 3 1 3 1 2 4 4 0 0 3 4 1 2 3 2 1 2 4 0 4 2
split_gain=0.0100047 0.0785024 0.036353 0.0488259 0.1553 0.103047 0.0941499 0.118096 0.0868723 0.0773578 0.101549 0.0667806 0.0624116 0.0617555 0.133599 0.0997226 0.0514092 0.138013 0.0450024 0.0412306 0.040764 0.0585339 0.0449771 0.0399764 0.038562 0.038506 0.0402215 0.0364697 0.0358289 0.0482789
threshold=40.518963363600001 40.408647214050006 40.806664626150003 74.927328095600004 75.629015667650023 40.94178426300001 96.870523356300012 -0.14008999999999996 -0.27494999999999997 0.12001500000000002 75.981203682750007 0.08759500000000002 62.068432857650002 -0.14008999999999996 42.580420142950011 41.542492784600007 97.491557184450016 97.886760529650019 0.08759500000000002 40.858951393400005 62.057679025150001 -0.080234999999999987 0.084995000000000029 -0.23557500000000001 64.730006406800015 -0.237895 44.749265482150008 99.647700605050019 44.749265482150008 -0.61402999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 5 11 -4 8 -8 12 10 -6 -5 -7 14 15 -10 18 -18 -12 -19 21 -2 -22 24 -16 26 -26 -21 -14 -30
right_child=2 -3 3 4 9 6 7 -9 13 -11 16 -13 28 -15 23 -17 17 19 -20 27 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00025262559648295252 -0.012408636076865556 0.024272891380475704 -0.066887630773072582 0.016506996345667168 -0.10287936161944089 0.013480455948603077 -0.012967412651359173 -0.10487962051283467 0.017967373056350596 0.056934879520330176 -0.10200906338751062 0.090391812986989409 -0.10200998386663179 -0.00090530308313894071 -0.10276243387185061 0.075729148188046408 0.10054780477438469 0.052616373741170022 0.052879329470741171 -0.028874400590381155 -0.00084619801256298043 0.015385587672325785 -0.025886078129579177 0.0016042518313483343 0.055251331066807796 0.074395653704236481 -0.1018151022666499 0.0024816459936997186 0.076291596965678846 -0.10104459970876867
leaf_weight=25.604547136346806 1.6905118995055093 1.4369473671613366 0.23740505888417729 0.2022699161753384 0.092474553501233347 0.10611748723020653 0.55887630328516025 0.18642477665662127 0.85287909748147617 0.25931358122306836 0.08118383582853983 0.30954072484746575 0.17432966300839325 31.487153057269587 0.074623313254420398 0.46014992721029557 0.14467952249106009 0.15263400191179233 0.024395293250563554 0.405364173284397 1.1622518271781248 1.3731690451386374 1.8739380797005649 1.7720160607659634 0.024098948575556278 0.03646970447152853 0.050404797948885971 4.3664202661824447 0.0304253906942904 0.03098747070907848
leaf_count=1634 94 35 15 16 14 14 51 57 35 24 101 29 27 1172 66 27 4 9 10 31 33 15 44 146 3 3 56 793 5 70
internal_value=-1.05925e-05 0.00152903 -0.000873994 0.000170888 0.00849367 -0.00122191 -0.000786994 -0.0359577 -4.01834e-05 0.00361321 0.00098807 0.0611922 -0.0502041 0.000453203 0.0135318 0.0382099 0.00284424 0.00428272 -0.0662203 0.00145445 -0.00808908 4.89822e-05 -0.0163008 -0.00302051 -0.0471762 -0.00979769 -0.0510105 -0.000182057 -0.0788711 -0.013188
internal_weight=75.262 27.0415 48.2205 42.1206 6.03828 36.0824 35.845 0.745301 35.0997 5.52647 5.26715 0.511811 0.34186 34.7578 3.27064 1.31303 5.17468 5.0691 0.105579 4.92442 6.09987 3.06368 3.03619 1.95761 0.185597 0.110973 0.0745037 4.77178 0.235743 0.0614129
internal_count=4633 1669 2964 2778 1031 1747 1732 108 1624 986 962 45 116 1508 336 62 948 837 111 833 186 109 77 274 128 62 59 824 102 75
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=31
num_cat=0
split_feature=4 4 2 0 0 1 0 0 0 2 3 3 0 3 3 0 4 4 0 4 3 1 0 4 0 1 2 2 4 1
split_gain=0.0094557 0.10159 0.087459 0.0772734 0.0831401 0.106613 0.0758572 0.167274 0.195422 0.059807 0.0461288 0.163102 0.0605912 0.0580445 0.14154 0.0505206 0.0418775 0.0970816 0.0356132 0.0595755 0.0487978 0.0280371 0.0250591 0.0230829 0.116521 0.0986593 0.0270694 0.0243698 0.129779 0.0875973
threshold=38.474425342400004 38.751720283100006 -0.038374999999999999 93.843319501450011 93.308316333500017 69.165962322050021 94.770837556450019 95.050437202000012 96.631250582750013 0.24901000000000004 0.10336500000000003 0.11071500000000002 90.60910437050002 0.10249000000000003 0.085625000000000021 88.350799540950007 37.688226470200007 35.771221912400001 99.013224486300018 37.688226470200007 0.094235000000000027 88.264768880750012 85.823648898300021 39.198779702000003 86.692020874450009 70.182199495350019 -0.0309 0.15684000000000003 39.746231405950006 62.907231794400012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 9 -5 -8 -9 10 12 -12 13 14 16 22 17 -1 -10 20 21 -20 -16 24 -3 -26 -27 -25 -29 -30
right_child=1 23 -4 6 -6 -7 7 8 18 -11 11 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 27 25 26 -28 28 29 -31
leaf_value=-0.0014165355289655825 -0.0095730085730446821 -0.039216045140171879 -0.086689221057343266 -0.031734452770329123 0.055977579157637229 -0.053100618474611373 0.0699385956169426 -0.10329901351872095 0.0063465499549689155 0.056171408302033057 0.081967085908336304 -0.014590178789077025 -0.038504297551555378 -0.006032878447539216 -0.0029905787597521143 0.071785892883723432 0.049650424760863357 -0.1028650079747549 -0.10103164448162094 -0.078241161733237419 -0.0012932889912365244 0.070045073144693062 0.049026276132147106 -7.8301394547432385e-05 0.063404175136704252 0.018634600897935779 -0.0091964879779489975 -0.075767905234721433 -0.058989758789266003 0.0077581827440082463
leaf_weight=0.60436204148165418 0.35936256994466476 0.4009568871242658 0.2489449571098693 0.92557110927373276 0.38841131864319312 0.27056975633308855 0.31531534806708794 0.19519516320360697 2.4845901001626776 0.28136401801020827 0.33790726005099703 0.36273374786833301 0.30779316992266093 1.5404959097504616 0.19029038069766102 0.46626802254468203 0.10762686886846495 0.11177502723126054 0.075464481734030531 0.13004337305608249 1.1043771692616617 0.010972593252006391 0.18042887654155493 59.837621830130885 0.41212985123274837 0.92384876799906124 0.5621172559270915 0.27013062270270793 0.22689868249835843 1.4730807452341421
leaf_count=100 32 26 21 49 19 23 18 31 59 19 16 26 21 9 40 24 25 62 153 76 122 110 7 3201 23 51 20 36 26 188
internal_value=-8.96029e-06 -0.00045858 -0.0411322 0.00279112 0.0114907 0.00786186 -0.00575661 -0.000185574 -0.00571249 0.0115346 0.00855123 0.0319778 0.00387372 0.00794828 0.0209171 0.0498791 -0.00850986 -0.0172507 -0.000706927 -0.0139748 -0.00695659 -0.0793146 0.022326 -7.2629e-05 0.00976613 0.0201132 0.00810654 -0.0004386 -0.0113819 -0.00115076
internal_weight=75.1066 64.7151 0.608308 10.3916 5.15003 4.76162 5.24153 4.31596 4.00064 4.49105 4.20968 0.700641 3.50904 3.20125 1.66075 0.836987 0.823764 0.716137 3.80545 1.32086 1.19081 0.0864371 0.370719 64.1068 2.29905 1.8981 1.48597 61.8077 1.97011 1.69998
internal_count=4633 3624 53 1009 391 372 618 569 551 349 330 42 288 267 258 71 187 162 520 461 385 263 47 3571 120 94 71 3451 250 214
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=31
num_cat=0
split_feature=1 2 3 2 1 2 2 1 1 1 2 0 3 3 3 3 3 3 4 3 4 3 3 3 4 3 4 3 2 0
split_gain=0.00966619 0.0491501 0.06925 0.0612382 0.0464074 0.0404772 0.0979954 0.0611579 0.0568914 0.0399123 0.0864523 0.162974 0.0737605 0.266771 0.141087 0.0654472 0.0692041 0.0588701 0.0795668 0.0706695 0.0482863 0.0467689 0.0421279 0.0568686 0.0850571 0.0385176 0.127195 0.0345714 0.0315957 0.077034
threshold=62.079186690200011 0.11061500000000003 0.10249000000000003 0.13747000000000004 62.084563606450011 -0.0057149999999999996 -0.027754999999999998 62.014663695050011 61.966271448700006 61.950140699950005 -0.07490999999999999 86.162394622750014 0.08326500000000002 -0.029845 0.087700000000000014 0.097645000000000023 0.083395000000000011 0.091290000000000024 42.477827694800006 0.10876000000000002 40.986363433950011 0.12140000000000002 1.0000000180025095e-35 -0.15544999999999998 38.060777288450005 -0.245505 41.289992964000007 0.090465000000000031 -0.16164499999999998 85.769879735700016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -2 6 9 -7 -8 10 15 -12 13 25 -14 16 22 18 -16 20 -19 -17 23 -1 -25 -11 -27 -18 -6 -30
right_child=4 2 -4 -5 28 7 8 -9 -10 12 11 -13 14 -15 17 21 27 19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0023167205241238294 -0.018380426851391251 0.094157747727434293 0.0013442146033298651 0.021128836747329779 0.010460547908702468 -0.022744162468663946 0.060208678161071706 0.0072537368754659135 -0.003189353463926329 -0.0033186916110531338 -0.064117550555899031 0.0074412989538249728 0.032897009677354309 -0.087160076634882247 -0.050624651286894098 0.022264960085276297 -0.042810568262746165 0.002835891635082933 0.00192246485176213 -0.010418407082957156 0.021287725383072695 -0.0010140084099150577 0.023993031579293826 0.069196400593069557 -0.10133804588072032 0.079745338267783503 -0.038753383313684414 -0.013601038994295531 -0.048964966527509389 -0.00057517341382481589
leaf_weight=1.0707683714782872 1.4659044232976146 0.19417393595358479 0.6886869840673171 0.28098145893818582 2.573135117592968 1.6917989062724381 0.44702802770644012 1.135965050118102 0.2071300783281913 1.8155095729196096 0.63771778292357406 0.63535716570913792 1.8782430517812816 0.3888583212683433 0.4573493599309566 1.6322505407151768 0.51839420243231904 2.9720299709588289 0.77895109276141739 1.9505835575109811 2.712694447778631 1.8313448237022383 0.75116489758886462 0.038256322963150846 0.12419789546601123 0.22407070025349196 0.15204867321881466 1.8556639881317094 0.33149293226301679 43.47231191273525
leaf_count=160 32 15 17 34 765 148 28 15 35 24 38 11 40 25 36 36 46 17 20 30 45 21 30 53 86 79 24 46 96 2581
internal_value=-8.01475e-06 0.00150207 0.0216056 0.0509724 -0.000862474 0.000598951 0.00198252 -0.0106935 0.0401346 0.000869612 -0.00423778 -0.0284045 0.00435432 -0.0108281 0.00799885 -0.000304536 -0.00845877 0.00272756 -0.0175165 0.00600545 0.0116409 0.00995642 0.00532387 -0.00604765 -0.0611789 0.00271537 0.0318415 -0.0199792 -0.000308758 -0.000941372
internal_weight=74.9141 27.0712 1.16384 0.475155 47.8428 25.9074 23.0796 2.82776 0.654158 22.4255 9.09512 1.27307 13.3303 2.58049 10.7499 7.82204 4.35845 8.87161 1.2363 7.63531 5.68472 3.4636 1.98439 1.23322 0.162454 2.19163 0.376119 2.37406 46.3769 43.8038
internal_count=4633 1159 66 49 3474 1093 930 163 63 867 527 49 340 152 188 478 421 148 56 92 62 57 329 299 139 127 103 92 3442 2677
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=31
num_cat=0
split_feature=4 4 4 3 3 1 0 0 2 1 3 3 2 2 0 2 2 4 4 0 4 3 4 4 3 0 3 0 0 3
split_gain=0.0104926 0.0410587 0.0468756 0.0400254 0.0670085 0.108467 0.0358462 0.089686 0.0613072 0.206221 0.0541937 0.0636876 0.0919142 0.0519836 0.0498175 0.0469706 0.044039 0.034959 0.164298 0.0996554 0.0961753 0.0653164 0.123853 0.0874458 0.0818695 0.0595672 0.116397 0.0880138 0.0715641 0.0507015
threshold=42.081757894750005 42.027798546600003 41.965446242000006 -0.25098999999999999 -0.55393499999999996 65.036490633650018 85.799452775150016 85.705356740550016 -0.093604999999999994 61.076391807500009 0.092185000000000031 -0.20885999999999996 -0.085550000000000001 -0.10040499999999999 84.226704768850013 -0.13734499999999997 -0.16262999999999997 43.157831852650006 43.084051236300006 89.576736448400013 43.022303514600004 0.082855000000000026 42.686561923500008 42.409092016550012 0.084365000000000009 86.208098410950015 0.090665000000000009 85.683849075550015 86.420486603250012 0.079395000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -2 -6 7 8 9 13 11 -10 -13 15 -12 16 -1 18 20 -20 21 22 23 -5 -23 26 -26 -28 -27 -25
right_child=3 -3 -4 17 5 -7 -8 -9 10 -11 14 12 -14 -15 -16 -17 -18 -19 19 -21 -22 24 -24 29 25 28 27 -29 -30 -31
leaf_value=0.039346326422769355 0.019046685338240311 0.016031885165933173 -0.023142321513330861 -0.038859583760827376 -0.1025499963073529 0.023765417211394635 -0.0003785423843373548 0.02309043126255593 0.012567975911549787 -0.091017718558276839 -0.0010725555425368488 -0.0070317232574907589 -0.08156340161851619 -0.060306403232440492 0.029858836054954964 0.087181032677315348 -0.10039951870186561 0.0031267091060279959 -0.10762930736227559 0.0040127154736326279 0.040346375548028349 0.040617986424232484 -0.079535809510857758 0.060831780956788963 -0.0025816195691586649 0.027856863274693878 -0.013648040485086067 -0.10219117002612926 -0.0034333535325683146 -0.001246899839175299
leaf_weight=0.077550247440143494 0.17276981453971985 1.7022222251398478 0.84289366078928551 0.61769666480904095 0.19752552711340499 0.10365399838349276 44.069459932467502 2.3650774422567338 0.59241492833109555 0.29158185826877059 1.0858405026192488 0.50941137807967629 0.24506194055130126 0.055148144951090106 1.0004328653740229 0.13300113580771722 0.031796842820767779 9.9017912697087507 0.24470753034901882 0.11875746808243548 0.49308788264008363 0.44290442794954188 0.31163933494033802 0.16217220868634286 0.97947866764888913 0.83239354880060989 0.19857590629544575 0.25828375978744589 5.9967187621709286 0.69706053301001702
leaf_count=93 40 36 57 33 73 40 1979 26 26 170 33 4 70 4 22 13 42 1258 37 26 35 15 43 27 38 24 29 43 218 79
internal_value=-6.20366e-06 0.000752492 0.000245492 -0.00185681 -0.0305986 -0.0590773 0.000636191 0.00763737 -0.00144903 -0.0312536 0.00366498 -0.0119718 -0.0312405 0.0273224 0.01376 0.047263 -0.00129012 -0.00121593 -0.00500331 -0.0711517 -0.00281563 -0.00484314 -0.022249 -0.0101612 -0.00126823 -0.00351271 -0.0220235 -0.0637055 0.000380579 0.0104699
internal_weight=74.7311 53.0019 51.2997 21.7292 0.473949 0.30118 50.4568 6.38732 4.02224 0.589078 3.43316 1.34689 0.754473 0.297496 2.08627 0.242348 0.109347 21.2553 11.3535 0.363465 10.99 10.4969 1.78857 1.47693 8.70836 8.26545 1.43634 0.45686 6.82911 0.859233
internal_count=4633 2575 2539 2058 153 113 2482 503 477 322 155 100 74 152 55 148 135 1905 647 63 584 549 182 139 367 352 110 72 242 106
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=31
num_cat=0
split_feature=3 3 3 0 3 2 3 2 3 2 2 3 2 4 1 3 3 4 0 1 2 1 0 2 2 3 4 3 2 1
split_gain=0.0100353 0.134261 0.0821986 0.370966 0.163401 0.0714816 0.130987 0.119539 0.176096 0.108742 0.070643 0.349954 0.194043 0.0837936 0.13981 0.0698404 0.077919 0.0620634 0.0946494 0.121748 0.0557129 0.111808 0.0494567 0.127597 0.0617822 0.0464996 0.0443071 0.04259 0.0789241 0.0426318
threshold=0.083395000000000011 0.08326500000000002 0.083905000000000021 95.988709089550014 0.084565000000000015 -0.083004999999999982 0.082535000000000011 -0.087660000000000002 0.082500000000000018 -0.091639999999999985 -0.06828999999999999 0.076130000000000017 -0.054875 42.684965421050009 62.425997789000007 0.075810000000000016 0.078095000000000012 40.408647214050006 105.93331571405001 61.966271448700006 -0.017745 64.369753017350021 85.823648898300021 -0.095074999999999993 -0.096559999999999993 0.084365000000000009 42.283941020600004 0.085175000000000015 0.050115000000000014 59.240174904450008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 26 25 7 10 8 9 22 11 -7 -12 -13 -15 17 -17 -14 19 -19 -21 -22 24 -24 -1 -4 -2 28 -6 -29
right_child=2 -3 4 -5 27 6 -8 -9 -10 -11 12 13 15 14 -16 16 -18 18 -20 20 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0074729115465045921 -0.042696960509789716 0.082376070459671158 0.080908724285990136 0.020778551232892111 -0.041530754611807143 0.0041687244297445459 0.037212184349667471 -0.045747116316078321 -0.079816136012799105 0.031879065092545393 0.07244304004756838 -0.10959980858078799 -0.0006706812321110074 0.10003493811982377 -0.1067644540085821 0.038114935014970264 0.0055391283096528215 0.080107175697386485 0.032443934647429111 -0.1035677019252656 0.056951904500992225 -0.080212812887265006 -0.0064993268055508939 -0.10544904975975962 0.095914982011719524 0.024108889639888127 -0.1132561451938951 -0.036663720532898368 0.0091710969385170524 -7.2824813080790975e-05
leaf_weight=0.87004593116999374 0.11925145599525311 0.20490420336045545 0.29096996150587884 0.66313869618474541 0.69207820129469044 2.5659188517056459 1.1678330885106341 0.72194541428325543 0.28349260618972483 0.95018808185250314 0.42530035300251157 0.38482879883736121 3.2483767034399507 0.057471079751849174 0.075823227758519351 0.87323834205295714 4.6137647351812774 0.062214473971113793 0.17227255529815011 0.23729762621269401 0.086242576908261981 0.19113063359921512 3.9877216926793322 0.1347225782228606 0.086871608218646368 0.28560048910640035 0.35076188467974134 0.32045861314781987 0.55180737801924806 49.831668503116425
leaf_count=409 7 17 34 21 41 49 28 26 97 33 31 28 162 56 9 26 138 115 53 28 8 56 831 17 6 17 75 84 11 2120
internal_value=-1.02745e-05 0.00181788 -0.00074702 -0.0273913 -0.000166098 0.00103914 0.00513209 -0.00720014 -0.002792 0.000829465 0.00224888 -0.0109683 0.00636219 -0.0859318 -0.017601 0.00339903 0.0107235 -0.00665446 -0.0326003 -0.0520242 -0.0679965 -0.0375647 -0.00497893 -0.00973303 0.0155019 0.0527733 -0.0953539 -0.000759982 -0.0190386 -0.000306631
internal_weight=74.5073 21.4016 53.1057 1.13315 51.9726 21.1967 14.1617 7.03499 6.31304 6.02955 12.9939 3.08404 9.90984 0.518123 0.133294 9.48454 5.487 3.99753 0.749158 0.576885 0.514671 0.277373 5.07936 4.12244 0.956918 0.57657 0.470013 51.396 1.24389 50.1521
internal_count=4633 2223 2410 103 2307 2206 787 1419 1393 1296 759 142 617 93 65 586 164 422 260 207 92 64 1263 848 415 51 82 2256 52 2204
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 0 0 1 2 0 2 3 4 1 4 0 1 2 3 2 0 2 0 2 4 0 1 2 2 4
split_gain=0.0106617 0.244953 0.268727 0.124015 0.100745 0.0913088 0.150983 0.100664 0.0890704 0.0641648 0.0623348 0.0612808 0.0933653 0.0586233 0.042493 0.0614359 0.040901 0.0399437 0.0905929 0.050987 0.0758536 0.0445605 0.185051 0.0957887 0.0744598 0.0704967 0.233592 0.152288 0.206818 0.205013
threshold=66.859265246100009 90.321439350550008 91.886121982450007 65.644082171150004 -0.051199999999999996 91.886121982450007 90.321439350550008 67.606656606400023 -0.053874999999999999 89.237990724000014 -0.13509999999999997 0.25799500000000009 42.283941020600004 67.606656606400023 34.515670600900002 93.308316333500017 78.381996793250025 -0.59614999999999996 0.093635000000000024 -0.24150999999999997 97.789976036950009 -0.122165 95.550490414250007 -0.15022499999999997 42.320906304050006 94.625660817400004 70.182199495350019 -0.060989999999999996 -0.016014999999999998 38.171717059500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 7 -2 -4 -9 -8 13 -13 -7 15 -15 -17 18 -16 20 -19 22 23 24 -21 26 27 -23 -29 -30
right_child=5 2 8 -5 -6 11 10 9 -10 -11 -12 12 -14 14 17 16 -18 19 -20 21 -22 25 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00025389852488983745 0.095217828779841848 0.088402090478757356 -0.10275596092015496 -0.043253495912323997 0.029168488220427419 -0.057342093770068027 -0.0093566553424321575 -0.10257442092199785 0.0077880916222936225 0.035320178849828847 -0.10307663151677682 -0.1025443414278128 0.026444285562734073 0.081135226227583387 -0.0325721696696364 0.017049380130819969 -0.1006241920198091 -0.10182680115753145 0.055724163425688512 -0.052008238727980452 0.00049934153913105592 -0.047162419530435158 -0.0037292450826710436 0.097318068624036635 0.056571301046180238 0.00021172968344693668 -0.084174134474468795 0.042988392936132686 0.026377070075606537 -0.076800538361110227
leaf_weight=43.908988377245457 0.10576506401412444 0.66093289002310474 0.13836568413535133 0.66508449506363732 0.50769812893122335 0.17871793087397847 0.09507742828282062 0.068921275524473913 0.15402998064473639 0.066114834411564516 0.27987686861433758 0.14198638375040928 0.092786103391517827 0.15690136002376931 0.17268100546698661 0.24968789304756456 0.033500768260385172 0.12400895990686223 0.35526777907580254 0.09943125800054986 0.17422162542546005 0.60747809568420086 1.751904538077923 0.32548997015147607 0.17312406815966597 20.793845312650902 0.43380321769288333 0.92769424244761478 0.37164488551206454 0.39969495206605643
leaf_count=1763 7 41 17 37 22 16 19 37 23 24 57 43 8 8 51 38 178 61 36 11 178 25 469 13 93 1196 95 24 14 29
internal_value=-1.2389e-05 0.000925371 0.0412165 -0.00039527 0.0626687 -0.00154434 -0.0396294 0.0221608 -0.0445229 -0.03506 -0.079312 -0.000693551 -0.0515658 -0.00025653 0.000119237 0.0309397 0.00312878 -0.000388574 0.0268443 -0.000937706 -0.0420495 -0.000464026 0.0126664 0.0606955 0.0169603 -0.00177513 -0.0168517 -0.00418985 0.0111747 -0.0270878
internal_weight=74.2147 46.0351 1.46103 44.5741 1.16863 28.1796 0.615755 0.240801 0.292396 0.135036 0.374954 27.5639 0.234772 27.3291 27.1504 0.44009 0.283189 26.7103 0.527949 26.1823 0.298231 25.8841 2.34995 0.598045 0.272555 23.5342 2.74032 2.30651 1.69903 0.77134
internal_count=4633 1903 103 1800 63 2730 144 68 40 61 76 2586 51 2535 2519 224 216 2295 87 2208 239 1969 586 117 104 1383 187 92 67 43
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=31
num_cat=0
split_feature=1 1 2 0 1 2 4 4 3 1 3 1 4 2 4 3 1 1 3 3 1 3 0 4 4 4 0 4 1 3
split_gain=0.0105113 0.0814938 0.0411875 0.0965847 0.0641887 0.0652057 0.0631922 0.0621525 0.0490622 0.0352203 0.0345604 0.0328018 0.0407087 0.0589393 0.0450749 0.0641342 0.0349965 0.015084 0.0611512 0.202199 0.107667 0.15669 0.092908 0.0783102 0.120642 0.0492297 0.0468276 0.0828628 0.0629095 0.0447485
threshold=81.573196594050017 82.140461259550008 -0.15962499999999999 104.86330937810001 83.602982482550019 -0.24023999999999998 39.198779702000003 42.388109226950007 -0.222165 88.512107028750009 -0.25843999999999995 82.949687156850018 44.749265482150008 0.20852500000000004 45.458122212500008 0.078655000000000017 90.679004281900021 76.871083323950003 0.092385000000000023 0.087475000000000011 80.677940036650014 0.11458500000000002 100.35207663525001 41.087689990200012 40.00488309970001 41.184662530950007 97.886760529650019 41.404176814550006 76.279622535200005 0.10821500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 4 6 -3 -6 -4 -5 -9 -7 -11 -10 13 -13 -14 16 -16 26 19 -19 21 25 -21 24 -24 -20 -1 29 -29 -28
right_child=1 2 3 7 5 9 -8 8 11 10 -12 12 14 -15 15 -17 -18 18 20 22 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00020790617994235615 -0.10219588236846743 0.090529587798833466 0.066512437303596808 -0.10050237160641527 -0.10056705049591944 0.079455366207440245 -0.10113486511061279 -0.10230008066921659 0.068871143404519011 0.1004242944051582 -0.10051632304109166 -0.10081526197949782 0.099247426200467712 0.057164875625367463 0.083591227404449367 -0.10125231303647218 -0.013995044920751154 -0.00011709925439158946 -0.10751668966457109 0.10115530256918913 0.0040293261114167827 0.035789971372185446 -0.0068831012823401851 -0.017525852086656284 0.1013163128418271 -0.034929823680224535 -0.02493787021396604 -0.085258080789798796 0.028665072637390356 0.0048462609739094676
leaf_weight=64.114583767330615 0.087671821601424393 0.11009529556395126 0.026258030518761077 0.04954598136362165 0.052087862694897069 0.068026364875549916 0.15642555002318659 0.032477355954711129 0.12475415626249742 0.012367898598313332 0.027796288394597468 0.065610492639621043 0.069722768443170935 0.036895805198582821 0.076703212944266852 0.043589422038508019 0.070550447486539269 2.9857237825776219 0.24717164842525141 0.28318344955914643 1.8122824246529488 0.16524476161976054 0.17459103266241982 0.21089650451904163 0.25148613781493623 0.1502219155390776 0.83445021052159507 0.24465932322345896 0.060448190779425204 1.2754969245288519
leaf_count=2782 46 22 33 342 170 19 128 21 12 1 85 120 5 4 43 58 36 292 48 11 14 38 40 19 17 27 65 107 6 22
internal_value=-1.20295e-05 -0.00966734 -0.00173685 -0.0137646 0.0317401 -0.0086425 -0.0770381 0.00651975 0.0167109 0.0356142 -0.03864 0.0246342 0.00943405 -0.0439524 0.0304362 0.00529665 0.0368368 0.000135243 0.00481973 0.0125139 -0.00783433 -0.0460477 0.0534988 0.0323118 0.0569801 -0.0800775 -0.000307001 -0.0139767 -0.0626875 -0.00693288
internal_weight=73.921 1.11058 1.02291 0.752533 0.270374 0.160278 0.182684 0.56985 0.520304 0.108191 0.0401642 0.487826 0.363072 0.102506 0.260566 0.190843 0.147254 72.8104 6.2808 3.90588 2.37492 0.562638 0.920157 0.636974 0.426077 0.397394 66.5296 2.41505 0.305108 2.10995
internal_count=4633 1145 1099 802 297 275 161 641 299 105 86 278 266 124 142 137 79 3488 506 379 127 113 87 76 57 75 2982 200 113 87
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=31
num_cat=0
split_feature=4 3 1 4 3 3 4 4 0 0 2 0 1 0 3 4 1 0 4 0 2 2 2 3 4 3 4 4 3 2
split_gain=0.0105046 0.0873897 0.0682407 0.0260525 0.0541953 0.0377312 0.0153895 0.076843 0.0563985 0.134046 0.0681601 0.10234 0.0577228 0.116166 0.0530691 0.0501467 0.117934 0.0340243 0.0242772 0.0201049 0.0351696 0.0130312 0.0652303 0.0660914 0.200154 0.183507 0.147843 0.113589 0.0881047 0.0809147
threshold=32.724174661450007 0.088565000000000019 72.209296925700016 34.424709467050008 0.10526500000000003 -0.041994999999999998 37.041406607950009 36.558960102350007 89.861713010250014 89.576736448400013 -0.043559999999999995 96.631250582750013 65.571493801650021 81.90387694410002 0.090465000000000031 37.572218886150004 68.20618276945001 94.165934477050016 35.476804824450006 80.503190258150013 -0.23168999999999998 -0.092084999999999986 -0.09280999999999999 0.093745000000000023 39.262923716450011 0.092485000000000026 42.055256506450007 42.527280425250005 0.10990500000000002 -0.51760499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 8 9 12 11 -10 13 19 17 16 -8 -9 -12 20 -5 22 23 25 -25 -17 28 -28 -26 -29
right_child=3 -3 -4 6 -6 -7 15 14 10 -11 18 -13 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 24 26 -27 27 29 -30 -31
leaf_value=0.074619656685539021 -0.017376946558134015 -0.082329688690800179 -0.1010205658483227 0.10031929453108435 -0.033595154815955812 0.06927959393427717 0.086547408010800131 -0.10364357014155579 -0.08086576227559443 0.10130227774523462 -0.0051532437053601072 -0.0050127174513606354 -0.05169313652662462 0.075899391737323352 -0.014737126213947264 0.0028410639900484725 0.0043360113778137159 -0.028047109099305492 0.018004842477127133 -0.10419119412687179 -0.10101732051354505 -0.00093646400631231517 0.050726119105514 -0.09047553995894643 -0.0019736002603766107 0.076798134130596815 -0.1053983786523113 0.039424311549893398 0.044834493743001552 -0.052768457432311622
leaf_weight=0.10137225859647792 0.065505602857115264 0.11919258409167632 0.028294747283545973 0.016309252881910652 0.11038055642713118 0.21568486665030562 0.22298487223451846 0.15157933755222064 0.26892728911116215 0.17533335648477077 1.1147444217947957 0.5253038967070438 0.15346133336424828 0.16416520718485117 0.38446041904052208 14.585877353458987 0.80236544554463762 0.098047796445328572 0.76220390050821141 0.054071020771516487 0.018537388122922382 48.82245882533492 0.27232236385314834 0.2857651149437278 2.7819821744192277 0.34340007700939246 0.22390010887386314 0.15726816225549101 0.47006700209294638 0.2412130913307351
leaf_count=76 31 69 96 8 19 59 25 22 38 7 33 74 6 17 39 1451 68 31 24 8 48 2025 32 47 115 30 25 29 36 45
internal_value=-1.13073e-05 -0.0205219 0.0362931 5.81495e-05 0.0257834 0.0490922 -7.96576e-05 -0.00620219 5.29428e-06 0.0282166 -0.00614013 -0.0306966 -0.00330357 0.0260383 -0.0380484 0.000264213 0.0222147 -0.073951 0.00425095 -0.0660183 -0.00678586 -6.58765e-05 0.00212939 0.00143613 -0.00971037 0.00454221 -0.00375339 -0.048406 0.00479227 -0.0163828
internal_weight=73.7372 0.24886 0.129667 73.4883 0.391571 0.28119 73.0967 3.88714 3.25306 0.581878 2.67118 0.794231 0.406544 0.253083 0.634088 69.2096 1.02535 0.249627 1.87695 0.0889177 0.0348466 68.1843 19.3618 19.0895 4.1602 14.9293 3.87443 0.622381 3.25205 0.398481
internal_count=4633 241 172 4392 109 90 4283 355 263 94 169 112 87 81 92 3928 93 53 57 64 56 3835 1810 1778 297 1481 250 99 151 74
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=31
num_cat=0
split_feature=4 4 0 1 4 2 3 1 4 4 3 0 0 3 0 1 1 4 4 4 2 3 1 2 3 1 3 1 3 4
split_gain=0.00977316 0.0501264 0.0464006 0.0471544 0.0713993 0.0383126 0.037957 0.032739 0.0222148 0.05864 0.0590188 0.0482329 0.0219645 0.0307729 0.0170499 0.0916318 0.0786533 0.0991631 0.0376842 0.0445176 0.0457345 0.0375206 0.0759475 0.0303122 0.0167976 0.0362185 0.0447442 0.0167477 0.10453 0.049331
threshold=48.823707093150006 49.064150740050003 71.144667506050013 55.855406118200008 49.960114208400007 -0.23353499999999996 -1.0000000180025095e-35 87.143681840350013 46.095286511800005 47.079243513300007 -0.23921499999999998 97.32487278035002 104.22883325935001 0.074735000000000024 103.57284947555002 82.299080289250014 82.815264250350012 44.749265482150008 42.527280425250005 42.498713093000006 -0.18437499999999998 0.090665000000000009 80.677940036650014 -0.24023999999999998 0.074735000000000024 70.348883899450016 0.090235000000000024 81.339300736700025 0.093635000000000024 38.983591653800012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 6 -3 -4 -5 -6 -2 -7 14 -10 -11 -12 -9 -14 27 21 -17 18 19 20 23 -16 -23 -18 -13 -26 -27 -1 29 -29
right_child=1 2 3 4 5 7 -8 12 9 10 11 24 13 -15 15 16 17 -19 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.00034808831525316925 0.0044776061546481045 -0.10219714427603908 0.04813718939637026 -0.083976253040558155 0.094549075269270144 -0.10069544767785835 0.068518439937324135 0.087443468632210586 -0.084810347654901225 -0.076545343306003988 -0.014647054075477004 0.0829697661335555 0.033837347243905379 -0.10028855329891125 -0.10116362420649767 0.093212399145828601 -0.10020367110982212 0.081211854449784085 -0.10079502812137545 0.097626089711410569 -0.10047087754314793 0.076203351733903885 -0.10059366009780168 0.092577827087177517 0.10061488964817533 -0.10045085190718198 0.077995373160823903 0.039832276510761197 0.0048671415503901694 -0.10165563004389971
leaf_weight=70.51672454516077 0.17537329645710997 0.049565137429453898 0.13848643138771877 0.11567107567503854 0.046692124190940376 0.03102143107230404 0.19597061145031958 0.030670669162645936 0.11018887675601163 0.097442039566885796 0.31949079555988646 0.083612807455210714 0.049042248821024259 0.026267996807973759 0.13238911065189896 0.093283684549533064 0.011417886290168155 0.081871911698044642 0.08325566734473 0.027789560321252793 0.060214139094874497 0.044884037028168677 0.052975516347942175 0.028551296089233347 0.035691050812602043 0.03431141162923268 0.023797015960553836 0.029179051805839573 0.66391596057928837 0.15849113420455296
leaf_count=3007 20 16 10 67 8 125 27 18 65 36 42 18 18 83 76 19 133 11 146 2 410 14 27 18 2 42 10 13 44 106
internal_value=-1.09619e-05 0.0105945 -0.0104934 -0.000112517 -0.0224328 0.0163206 0.0382741 -0.0103406 -0.000136256 -0.017807 -0.00538492 0.00856955 0.016107 -0.0129454 3.66917e-05 -0.0165202 0.0132374 -0.0122158 -0.0484283 -0.0143599 -0.0454234 -0.0664571 -0.0195044 0.0375065 0.0503789 0.0213274 -0.0273722 0.000179746 -0.0137601 -0.079657
internal_weight=73.5482 0.858761 0.487417 0.437852 0.299366 0.183694 0.371344 0.137002 72.6895 0.704534 0.594345 0.496903 0.105981 0.0753102 71.9849 0.616633 0.386384 0.2931 0.211229 0.127973 0.100183 0.230249 0.0978596 0.0399692 0.177412 0.0937995 0.0581084 71.3683 0.851586 0.18767
internal_count=4633 392 345 329 319 252 47 244 4241 215 150 114 119 101 4026 856 739 720 709 563 561 117 41 151 72 54 52 3170 163 119
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 3 0 0 0 1 0 4 2 3 2 2 2 1 3 2 0 4 0 4 1 1 0 0 4 4
split_gain=0.00918775 0.105897 0.126074 0.0996124 0.0856423 0.139094 0.0858134 0.0945604 0.128429 0.320353 0.229215 0.108217 0.100647 0.0897815 0.0802571 0.0774998 0.145864 0.0730027 0.116716 0.0685261 0.0356301 0.246872 0.0539535 0.239732 0.0389468 0.0480984 0.110964 0.100326 0.139074 0.032641
threshold=93.972365491700018 94.625660817400004 70.128430332750014 93.843319501450011 69.999384342500022 -0.10696499999999999 93.308316333500017 92.464140480550014 90.321439350550008 66.859265246100009 92.168410086200012 40.250747516500006 -0.051199999999999996 0.090465000000000031 -0.11334499999999999 -0.057599999999999998 -0.038374999999999999 65.765062787050013 0.093185000000000032 -0.160525 94.848802842250009 41.909642283050012 95.217121606100008 37.892416320650007 70.311245485600026 71.053259929650025 97.789976036950009 95.988709089550014 45.321989007550009 38.621016321050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 7 8 17 12 14 -9 -10 -8 -11 -7 -17 29 -19 -4 21 -3 23 -22 -24 26 -26 28 -27 -1
right_child=1 20 19 -5 5 15 13 11 9 10 -12 -13 -14 -15 -16 16 -18 18 -20 -21 22 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0091307061206078316 -0.0089557746139311244 0.06537804250327367 0.014750964411092377 0.043465108406793601 0.054471610725333221 -0.1053311417710122 0.078766090664382268 0.0021558760240963193 0.082085761288409928 -0.015436138363739346 0.056713308716235006 -0.074675445375806115 0.023658464555531934 -0.0023905431298313958 -0.10393073282208093 0.1005728041324471 -0.10230553397392812 0.011357960528794918 -0.088001495102224145 -0.10171897729708773 0.067752738721673908 -0.082656109651571621 -0.023986857958196373 -0.092238980182332564 0.063167800810435534 -0.096443865283004387 -0.0077820018544516832 0.00059996362621721807 0.026206716745147213 -0.00063831321440420809
leaf_weight=3.7365415830480364 0.76624774501078963 0.40949303570232842 0.061210088169445953 0.54071279974732434 0.11686406933495164 0.23730296461712896 0.28635051575838488 0.37562563532264803 0.68982956325635314 0.16303755178523704 0.20640984798956197 0.35809021630848292 0.51489092817064264 0.26015878442194662 0.275923188744855 0.063726197928190231 0.079836289506657887 0.23186887682822899 0.24122019240166992 0.28913839784436846 0.14360129891429352 0.15540801123665915 0.66316709740567858 0.26926733986420004 0.39238168869724432 0.24593469064348283 0.50303152033575316 20.573591125159737 0.14813688513822854 40.40882870615296
leaf_count=313 37 35 18 35 21 41 20 16 44 25 11 24 25 21 47 4 43 29 13 124 16 81 27 96 19 50 25 1900 8 1465
internal_value=-1.24757e-05 -0.00158732 -0.0316769 0.000782273 0.000303914 -0.0409624 0.000734071 0.000277914 0.00084033 0.0266578 -0.0301956 -0.0353417 0.0571143 0.0401325 -0.0710623 -0.0702452 -0.0122495 -0.000230183 -0.0393038 -0.0813703 -0.000157864 0.0246529 -0.000768856 -0.0365917 -0.000112283 0.000611899 0.0233091 -0.000357374 -0.0503378 0.000188554
internal_weight=73.4078 24.6206 1.1166 48.7872 48.2465 0.49773 47.7488 47.2023 46.4686 1.85009 0.645371 0.733716 1.20472 0.546509 0.438961 0.380865 0.143562 44.6185 0.473089 0.350348 23.504 0.564901 22.9391 0.412869 22.5262 21.8631 0.895413 20.9677 0.394072 44.1454
internal_count=4633 2436 179 2197 2162 109 2053 2012 1972 152 83 40 69 41 72 88 47 1820 42 142 2257 116 2141 112 2029 2002 44 1958 58 1778
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=31
num_cat=0
split_feature=1 1 2 0 2 2 1 3 3 0 3 0 3 0 0 1 4 3 2 0 1 3 1 0 0 0 3 0 3 2
split_gain=0.00832683 0.0710914 0.0350969 0.074221 0.0535451 0.0832828 0.0560864 0.0695111 0.058945 0.0471757 0.0389295 0.0326774 0.0256489 0.0228467 0.0240358 0.0190392 0.0189833 0.0187876 0.0241836 0.0316553 0.0134505 0.0553088 0.128261 0.0714254 0.122673 0.146798 0.177293 0.0480083 0.0872608 0.0443587
threshold=81.573196594050017 82.140461259550008 -0.043559999999999995 107.30980627685001 -0.047144999999999999 -0.085550000000000001 83.602982482550019 0.080110000000000028 0.086255000000000026 108.22925895745001 -0.17949499999999999 104.22883325935001 -0.222165 119.44012936145002 109.30464220965001 85.140780533150021 41.935569238650011 -0.22831499999999999 -0.088880000000000001 112.02536183765001 76.871083323950003 0.10646500000000002 80.395651932950003 100.53758024625002 99.647700605050019 98.51854819030001 0.092385000000000023 97.491557184450016 0.08759500000000002 -0.081844999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 -2 4 -4 5 6 8 11 12 -5 -11 -8 -3 14 16 -12 -13 -16 19 -19 -1 23 -23 24 25 26 27 28 -22 -25
right_child=1 2 3 9 -6 -7 7 -9 -10 10 15 13 -14 -15 17 -17 -18 18 -20 -21 21 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.00030943750510428248 -0.10185726307298038 0.068236282669720968 -0.10128364712431806 0.099682980550690886 0.096645797618632345 -0.1008282424750558 0.088400403294365257 -0.10064484248083133 0.095548116814803172 0.060090914280866652 0.0064609938902904195 0.055183010459263715 -0.10033464676337028 -0.10132077415356613 -0.02357318087052469 -0.10065275781199952 -0.10043083644838782 0.058830420812419404 0.10026260924981539 -0.10042811842347872 -0.10068737249178722 0.016340413197094988 -0.11372421258910954 -0.027464427747545279 0.077795794381840547 -0.071187140932897242 -0.1058055747680819 0.097726840620226407 0.099392541000296292 0.005070217589665151
leaf_weight=65.993412197350736 0.07632544187262702 0.01366657177277375 0.097367261838400054 0.042643177078844019 0.0657595879456494 0.069991495719079921 0.048769666056614369 0.065369323110585853 0.12876335839428066 0.036963386936662346 0.024773212321861138 0.010589147545488231 0.026583206322357 0.020987326975266285 0.051268749417886283 0.050262253707238358 0.030186885897819593 0.036694078651407835 0.050481371778005268 0.018913983782283594 0.039413922726111106 0.18747570644882205 0.1273018978536129 0.46231903884421388 0.36097710897774959 0.18037006678417811 0.068928786757169291 0.2126343313138932 0.048769760818686336 4.4797626151353143
leaf_count=2982 46 7 62 8 6 95 21 229 18 33 26 25 79 68 31 229 54 37 6 65 100 51 2 141 21 27 6 10 5 143
internal_value=-1.55371e-05 -0.00923662 -0.00129388 -0.0328905 0.0111863 0.00136605 0.0156068 -0.00819051 0.0625303 0.0101718 -0.0239093 0.0143697 -0.0430974 -0.00210726 0.00840191 -0.0652888 -0.0600194 0.0261318 0.0501523 0.00466178 0.000107948 0.00457373 -0.0362601 0.00676973 0.0324976 0.00277372 0.0388533 0.0720002 0.00996631 0.00202669
internal_weight=73.1277 0.966359 0.890034 0.252009 0.638025 0.572265 0.502274 0.333261 0.169013 0.154642 0.111999 0.267891 0.0402498 0.219122 0.198134 0.0750355 0.040776 0.157358 0.106089 0.0556081 72.1614 6.16795 0.314778 5.85318 0.911094 0.550117 0.369747 0.300818 0.0881837 4.94208
internal_count=4633 1145 1099 358 741 735 640 536 104 296 288 307 86 286 218 255 79 139 108 102 3488 506 53 453 169 148 121 115 105 284
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=31
num_cat=0
split_feature=4 4 3 3 4 4 3 3 2 1 1 4 2 2 3 0 3 2 3 0 1 0 0 3 3 3 0 4 0 0
split_gain=0.00907165 0.17719 0.0537918 0.152544 0.22775 0.103665 0.129036 0.140308 0.0874131 0.0833734 0.105944 0.138342 0.0746096 0.08339 0.029756 0.176018 0.105685 0.0425143 0.0258558 0.0254967 0.172346 0.0517521 0.051322 0.0497723 0.0307958 0.0255501 0.0872307 0.0218468 0.067429 0.16284
threshold=43.426369480700011 43.521589032450009 0.089505000000000015 0.083745000000000028 43.968221017800005 43.663128814500006 0.083395000000000011 0.08326500000000002 -0.040509999999999997 62.00390986255001 69.165962322050021 48.823707093150006 -0.097799999999999984 -0.5340649999999999 0.082325000000000023 85.799452775150016 0.081515000000000018 0.17437500000000003 0.080375000000000016 82.250688042950017 72.04530097975001 95.746747857800017 76.535026057600007 -0.25098999999999999 -0.53179999999999994 -0.225495 71.144667506050013 42.154118731400011 86.103248543850015 85.769879735700016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 -2 3 5 -5 -3 7 14 12 -6 -11 -12 13 -4 16 -16 17 18 19 22 -21 -22 23 24 -7 -25 -27 -1 29 -29
right_child=1 2 8 4 9 6 -8 -9 -10 10 11 -13 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.00058205221664223486 0.069621685432555022 0.07483806637133443 0.067896727924654135 -0.10991217985629556 -0.10466297338530482 -0.0075186697383960322 -0.10561095282462492 0.09101083615608721 -0.0056799996933463957 0.075491838683330523 -0.10314108962017442 0.062038440372955674 0.083155635974339212 -0.064808841241288093 -0.015062624489773893 0.094196234742718446 -0.10590942355023514 0.049524583126978383 0.037338374704749225 -0.088183267981143953 0.065169307856347544 -0.0063673736477103133 0.076018892070282215 0.04703245800740094 -0.10164747062202389 0.085809618775340324 -0.063951503226504891 -0.0062080548547791695 -0.0017925789366050637 -0.09510710218751986
leaf_weight=52.693897146927974 0.38197339654058637 0.18919695218362198 0.096040810066369886 0.3236656250951454 0.064634139358531684 0.070768214378404082 0.11437682145788119 0.16981528767792031 0.61505557992967375 0.17453980565551319 0.11518126086593838 0.090577076274996671 0.29006696576834656 0.09340270658776717 0.5201557149121071 0.20578279528308485 0.10365267666020361 0.14576449816922821 0.13020317777898061 0.26819704962144886 0.10888474269921733 1.4195354079942033 0.0977657152870961 0.15528809759416617 0.068304692742131579 0.061270150511521293 0.10649145059232978 0.87687878359284954 12.953063435581255 0.26933496128913248
leaf_count=2609 32 27 25 110 6 16 11 9 42 68 49 15 23 21 15 67 14 23 33 124 102 326 13 7 32 41 33 190 501 49
internal_value=-1.42887e-05 0.00365102 -0.000694676 -0.00534069 -0.046089 0.0026175 -0.00102985 0.00226366 0.0192722 0.000339084 0.0181849 -0.0304272 0.0512778 0.00246794 -0.00208941 0.0159091 -0.00686472 -0.00296487 -0.00604167 -0.00843853 -0.0142453 -0.0012711 0.0101946 -0.00373109 -0.0537494 0.0178018 -0.00925552 -0.000353452 -0.00384976 -0.0270974
internal_weight=72.9738 6.18059 5.79862 4.70405 0.768598 3.93545 3.74626 3.63188 1.09457 0.444932 0.380298 0.205758 0.47951 0.189444 3.46206 0.725939 2.73613 2.63247 2.48671 2.35651 1.79662 1.52842 0.559888 0.462123 0.139073 0.32305 0.167762 66.7932 14.0993 1.14621
internal_count=4633 1284 1252 1141 248 893 866 855 111 138 132 64 69 46 846 82 764 750 727 694 552 428 142 129 48 81 74 3349 740 239
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 3 0 0 0 1 0 2 2 2 2 2 0 4 0 1 0 1 4 0 3 1 3 3 4 3
split_gain=0.00879338 0.0884086 0.118652 0.0813827 0.0643608 0.172803 0.100717 0.117856 0.109158 0.274996 0.200057 0.0989618 0.0741967 0.0631265 0.0542904 0.149392 0.054002 0.0546694 0.15863 0.0640656 0.227751 0.247261 0.177125 0.161933 0.223303 0.14159 0.0583276 0.0901843 0.069901 0.0405403
threshold=93.972365491700018 94.625660817400004 70.128430332750014 93.843319501450011 69.873026810350026 -0.10696499999999999 93.308316333500017 92.464140480550014 90.321439350550008 66.859265246100009 92.168410086200012 -0.051199999999999996 -0.11334499999999999 -0.160525 -0.057599999999999998 -0.038374999999999999 89.861713010250014 36.558960102350007 89.576736448400013 63.910026677050006 89.474575039450016 64.108972578700019 37.995872310650007 88.122280599850015 0.09721500000000001 62.907231794400012 0.12140000000000002 0.10487000000000003 36.165040341950011 -0.49124499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 7 8 16 11 12 -10 -11 -4 -7 -16 17 18 26 25 21 -21 -23 24 -24 -19 27 28 29 -1
right_child=1 -3 13 -5 5 14 -8 -9 9 10 -12 -13 -14 -15 15 -17 -18 19 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.058671033334643699 -0.0080089708399638509 -0.00025956357454907664 0.011513278776759386 0.039800527897715529 0.047541396080969654 -0.10481171847619622 0.045320422579528279 -0.041241745847053646 0.080079282333585577 -0.016180944110298027 0.052705436967035127 0.021119438927040213 -0.10354846674394516 -0.10155624751003361 0.10051787801229023 -0.10164054240858836 -0.022000147184373826 -3.723541145560039e-05 0.10109147756888717 -0.10671145279650439 -0.10411360307651395 0.10032146396479379 0.060184226578254466 -0.11011295288950929 -0.11264053482773849 0.049449561549280763 -0.081901909440571657 0.10064656905427088 0.09796991673541508 -0.052397907986763463
leaf_weight=0.038906954103964608 0.76839765917066205 23.218119522903145 0.060840569251922716 0.52823057385967231 0.17767849725078122 0.21601881744146567 0.50116032589357828 0.67466761737887182 0.64250042079947889 0.15979971340857435 0.20030591983231716 0.51116573368199059 0.24815125625718792 0.2620445228246524 0.057676114141941071 0.099819377860227543 1.0991004470415635 40.846591771719609 0.2089016530662775 0.17590441205538698 0.26752133783884346 0.22094856548733333 0.34174732664905605 0.11690579500282183 0.095697349148395006 0.58646764211880409 0.079319937154650688 0.088850630912929773 0.046825853480186197 0.21153226960913585
leaf_count=36 37 2257 18 35 23 41 31 39 44 25 11 25 47 124 4 53 39 1348 10 9 16 16 121 13 17 33 4 17 30 110
internal_value=-1.50192e-05 -0.00156698 -0.0293836 0.000763789 0.000333428 -0.0336406 0.000728804 0.000251923 0.000858031 0.0252692 -0.0291393 0.0539554 -0.0693255 -0.0802508 -0.0722583 -0.0276085 -0.000110125 0.000445183 0.0286958 -1.46672e-06 -0.0225992 0.000326349 0.0246117 -0.00556407 0.0223763 0.00066323 -0.00379764 0.0122474 -0.0141746 -0.0351428
internal_weight=72.7518 24.3094 1.09128 48.4424 47.9142 0.551193 47.363 46.8618 46.1871 1.76192 0.608257 1.15367 0.407951 0.322885 0.373514 0.157495 44.4252 43.3261 0.674337 42.6518 1.21872 0.951203 0.775299 0.55435 0.437445 41.4331 0.465436 0.386116 0.297265 0.250439
internal_count=4633 2436 179 2197 2162 121 2041 2010 1971 152 83 69 72 142 98 57 1819 1780 207 1573 192 176 167 151 138 1381 197 193 176 146
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=31
num_cat=0
split_feature=4 3 1 4 2 3 4 4 3 0 0 2 0 2 4 3 0 4 1 4 2 2 0 0 1 0 4 3 2 4
split_gain=0.011022 0.0965733 0.0641314 0.0200246 0.0468843 0.0683524 0.0135366 0.0664611 0.0452423 0.040562 0.112362 0.0647158 0.0965846 0.058327 0.0332146 0.102229 0.0326786 0.0233217 0.0168944 0.0151295 0.0147113 0.0626085 0.0778066 0.0630909 0.0510094 0.0533796 0.0429519 0.0442694 0.0225381 0.0599501
threshold=33.036871954450007 0.088565000000000019 72.209296925700016 34.515670600900002 0.18839000000000003 0.08729000000000002 37.041406607950009 36.558960102350007 0.090465000000000031 89.861713010250014 89.576736448400013 -0.043559999999999995 99.647700605050019 -0.10040499999999999 37.572218886150004 0.093745000000000023 94.165934477050016 35.374259656300005 65.644082171150004 35.476804824450006 0.23643500000000003 0.63131000000000015 101.11291028615001 93.047535894850014 63.565904036300005 92.168410086200012 41.444941515100005 -0.16179999999999997 0.19977000000000003 38.110427674550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 9 16 10 13 12 18 17 15 -8 -9 -5 -11 -13 28 22 23 24 -22 -26 -23 -28 -16 -30
right_child=3 -3 -4 6 -6 -7 14 8 -10 11 -12 19 -14 -15 20 -17 -18 -19 -20 -21 21 26 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.07430900825818279 -0.050192320485925514 -0.083474038668401307 -0.10100047263446713 -0.0012733331167205254 -0.038547833446252247 0.066512657531494365 0.0016547159844012835 -0.10314370516067589 -0.014821841795892274 -0.048482922295089784 0.101054382514233 -0.0024421433871630537 -0.0043692886342908462 -0.037705510391691434 9.035528086469472e-06 0.080180452125970358 -0.025759982600716089 0.082782805961471043 -0.1018063209661976 0.015992016873476692 -0.076069242437962245 0.083506216154081714 -0.0022213317558072089 -0.10302812575320038 -0.041223812718731344 0.070380701896145356 0.061855963944729891 -0.068771903657748976 -0.0072140650196464498 0.043606143619921718
leaf_weight=0.1047278044430201 0.063638817073239262 0.12527710184878238 0.026059301752958675 0.05782447954379677 0.095589126696268067 0.23738613155583721 0.7733605878919424 0.134885713025369 0.36092422442789029 0.097990527516231718 0.14251618087291718 1.1183947376860595 0.491766916532697 0.20855015327105508 64.381661379991172 0.2110255618168253 0.091651050442401072 0.076912057416848256 0.15093819798676122 0.73968491305640771 0.11237744125537474 0.11481075593837875 1.1723452268598746 0.15446537927709869 0.092420631193817826 0.07991137336648535 0.05050486815162003 0.053347853535342438 0.51658557876362365 0.42153433705971111
leaf_count=78 38 81 100 8 15 56 69 22 39 3 7 29 60 21 3586 24 31 47 46 24 8 19 71 24 39 5 8 32 4 39
internal_value=-1.55973e-05 -0.0207259 0.0393786 5.78508e-05 0.0224658 0.0418404 -6.59168e-05 -0.00598021 -0.0368077 -0.00010908 0.0264135 -0.00506709 -0.0300609 -0.0045738 0.000252829 0.0184885 -0.0718362 0.0467087 -0.0808156 0.00489633 -1.44973e-05 -0.00885705 -0.0156701 -0.0515705 -0.0236528 0.0105279 0.041354 -0.00524595 0.000233261 0.0156215
internal_weight=72.4591 0.256064 0.130787 72.203 0.396614 0.301025 71.8064 3.67204 0.587461 3.08458 0.485803 2.59878 0.740696 0.343287 68.1344 0.984386 0.226537 0.134737 0.248929 1.85808 67.15 1.83018 1.61152 0.439175 0.284709 0.172332 0.218663 0.103853 65.3198 0.93812
internal_count=4633 259 178 4374 109 94 4265 337 92 245 83 162 109 76 3928 93 53 55 49 53 3835 206 147 76 52 44 59 40 3629 43
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=31
num_cat=0
split_feature=0 4 4 3 3 2 0 3 4 3 0 0 0 4 4 4 1 0 0 0 2 3 0 3 3 3 1 4 4 3
split_gain=0.00836331 0.043688 0.0660697 0.0324726 0.0310912 0.0290535 0.0387321 0.0219593 0.0115973 0.0517812 0.0778567 0.0557869 0.036301 0.0291673 0.0524438 0.0464573 0.0731315 0.14946 0.0787012 0.0680953 0.0455822 0.0472117 0.0347506 0.0303208 0.0412537 0.0442912 0.0435695 0.0202223 0.11584 0.0805184
threshold=107.63242125250001 44.749265482150008 46.095286511800005 0.078655000000000017 -0.20885999999999996 -0.088274999999999992 110.98492854115001 -0.24748499999999998 48.823707093150006 0.076130000000000017 71.249517373150013 81.446839061900008 85.57362229215002 44.578137159850009 44.908704241950012 43.895345911700005 62.095317438950012 87.345316200150009 96.082805124100005 86.208098410950015 -0.23381499999999997 -0.15544999999999998 95.44832900530001 0.087125000000000022 0.080375000000000016 0.075320000000000012 63.565904036300005 43.663128814500006 43.426369480700011 0.094595000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 -3 5 7 6 -4 -2 13 10 -10 -12 -13 15 -15 27 19 -18 -19 -17 22 -22 -16 24 25 -23 -26 28 -1 -29
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 11 12 -14 14 20 16 17 18 -20 -21 21 23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-0.00020142430082953952 -0.10045749741320797 0.081335424681413179 0.02368823842954855 -0.10069021837778001 -0.10066753950159629 0.043293115482125832 -0.10152304883916899 0.042106741670118596 -0.10171265414970361 0.04979831153821293 0.035436134289649313 0.036856272265173969 -0.10201362507153502 -0.084035858639005534 -0.10169349514264781 0.075905706989788282 -0.10291033102719463 0.051926343708946381 -0.071146170304857578 0.0064510436552534722 0.049524661522248603 0.0045503264761083016 -0.0082481275813168047 -0.053146333568512005 -0.0079589358822840534 -0.1041402173365837 0.048572393156418127 -0.024779858405021827 0.042291752527437207 0.018392283705816369
leaf_weight=66.253483884596662 0.015488192439931936 0.085834156478085788 0.049370978504157392 0.042497691338098775 0.080516876423202599 0.075924322089122143 0.049448802904862532 0.035726495404816205 0.073351954881217263 0.2442524138497788 0.25446062537957914 0.02769266813993454 0.058774297161448885 0.10036042293992764 0.08684785099558201 0.31823110870791882 0.12263474590145051 0.25542894267800875 0.065227234081248753 0.25369450822472572 0.15420064808859002 0.074308746814494953 0.073457461297948612 0.13969569883556687 0.49424928944790736 0.075670100304705556 0.18826539650035556 1.2768621484257767 0.64780804047744212 0.6529022380709647
leaf_count=2816 70 12 35 88 515 24 34 28 26 167 20 3 61 46 144 48 15 38 74 6 25 34 24 26 15 17 78 65 70 9
internal_value=-1.45194e-05 -0.0138416 0.00705623 -0.0222921 -0.0619215 -0.00322575 -0.0389667 -0.00100711 6.9108e-05 0.0132788 -0.00825252 0.0118558 -0.0575379 -5.30117e-05 -0.0144122 0.000232144 0.0214679 -0.00901791 0.0268912 0.045097 -0.00898169 -0.00188119 -0.0588736 -0.0100348 -0.00280047 -0.0502882 0.00763471 -8.10713e-05 0.000210039 -0.0101733
internal_weight=72.3267 0.434808 0.303076 0.217242 0.131732 0.174744 0.0988198 0.0512147 71.8919 0.658532 0.41428 0.340928 0.086467 71.2333 1.38706 69.8463 1.01522 0.443291 0.320656 0.571926 1.2867 1.12639 0.160305 0.972189 0.832494 0.149979 0.682515 68.8311 66.9013 1.92976
internal_count=4633 806 193 181 613 93 69 98 3827 277 110 84 64 3550 409 3141 181 127 112 54 363 195 168 170 144 51 93 2960 2886 74
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=31
num_cat=0
split_feature=0 1 0 4 3 2 3 1 1 4 3 3 3 2 1 3 0 3 3 1 1 2 2 2 0 3 0 2 3 3
split_gain=0.00823882 0.0574118 0.0373033 0.0552959 0.0392181 0.0407187 0.0528462 0.0318823 0.0857356 0.111538 0.030998 0.0544112 0.0205833 0.0105365 0.0779552 0.0607631 0.0534869 0.113768 0.0817779 0.0654486 0.100072 0.381707 0.0909863 0.171545 0.089816 0.191119 0.116803 0.144932 0.131184 0.0655918
threshold=76.535026057600007 58.309968391300011 71.340924949550015 35.771221912400001 -0.25098999999999999 -0.23353499999999996 -0.55393499999999996 61.546871980350012 59.240174904450008 38.060777288450005 -0.15544999999999998 -1.0000000180025095e-35 -0.25420999999999999 -0.079369999999999996 61.821094709650005 0.23724500000000004 102.21786657775002 0.086375000000000021 0.085715000000000027 75.28220456885002 70.128430332750014 -0.095854999999999996 -0.102645 -0.11692 90.321439350550008 0.097645000000000023 93.972365491700018 -0.13006999999999999 0.084995000000000029 0.088350000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 -7 8 -3 -10 -6 -12 -5 14 -9 16 19 18 -18 20 24 22 23 -22 -16 26 27 28 -26 -21
right_child=1 7 3 12 10 6 -8 13 9 -11 11 -13 -14 -15 15 -17 17 -19 -20 29 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.1012929459227887 0.046229654085068871 -0.10241007126431581 0.068141030534547953 -0.021804002761707401 0.051314889741391478 0.10061488373341038 -0.10167663441958769 -0.05103948050513632 0.070457214006337518 -0.047978332952514642 -0.10068295466989184 0.044891643349934583 -0.10120789837295951 0.0012330131838781183 -0.0014156419183746181 0.034762170577094305 -0.02287969766899689 -0.10255447708605764 0.096611825646054056 0.034192884095429137 -0.0056721646826822514 -0.089066589236839841 0.023138287688682799 -0.10397754229286248 -0.072375309210976041 -0.064233001540267662 -0.028997565536280901 0.070225449122337372 0.047571152654136167 0.002345931337875471
leaf_weight=0.059452863527837962 0.26855982423874891 0.11211468608507758 0.03277134314537733 0.048403158743099084 0.1745349430124179 0.031961286184710502 0.021669460109286831 0.31103119498585741 0.13122782106165687 0.201789089065187 0.044921420391460742 0.059927942598860251 0.10028299627674642 37.252189389944533 23.970150381934715 0.47513964764134797 0.36999215821747 0.16162782093624628 0.067764428478781724 1.0157270859653516 2.0874347977293164 0.6191172850676584 0.92578032222809259 0.19400827241770491 0.16110416374431202 0.22125032928306598 0.23607214394405662 0.86390577396377832 0.21008271044411231 1.7801305204450839
leaf_count=48 32 52 29 32 35 16 49 15 26 28 79 21 167 1672 640 48 505 226 15 207 223 119 23 69 37 15 39 48 18 100
internal_value=-1.51655e-05 8.04427e-05 -0.0119488 -0.0494427 0.00538651 -0.0443004 0.0188792 -9.3219e-05 -0.0267724 -0.00130791 0.0254978 -0.017478 -0.0753588 7.42276e-05 -0.00120783 -0.000743216 -0.00125623 -0.0308552 -0.00438249 -0.000706709 -0.00209308 -0.0171795 -0.00330248 -0.0140318 0.000156331 0.0224206 0.0354526 0.0477714 -0.00448854 0.0139158
internal_weight=72.2101 71.6362 0.573925 0.181457 0.392468 0.113084 0.0536307 71.3676 0.445132 0.333017 0.279384 0.104849 0.148686 70.9225 33.6703 33.3593 32.8841 0.599384 0.437757 32.2848 29.4889 3.82634 3.20722 2.28144 25.6626 1.69242 1.47116 1.23509 0.371187 2.79586
internal_count=4633 4157 476 228 248 113 65 4125 106 54 135 100 199 4019 2347 2332 2284 746 520 1538 1231 434 315 292 797 157 142 103 55 307
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=31
num_cat=0
split_feature=4 4 3 3 4 2 0 2 2 4 2 1 2 0 0 2 2 4 1 0 1 3 1 3 2 4 4 0 3 4
split_gain=0.00791561 0.0393 0.037197 0.0792311 0.0360263 0.0331183 0.103139 0.166828 0.101074 0.0638232 0.0960348 0.0688049 0.0578954 0.13583 0.0471415 0.170705 0.179015 0.138862 0.265992 0.0772367 0.053564 0.078907 0.267319 0.140999 0.0594874 0.166722 0.329049 0.0937987 0.117519 0.114749
threshold=42.081757894750005 42.027798546600003 -0.25587999999999994 -0.55393499999999996 41.965446242000006 -0.074029999999999999 86.393602021950016 -0.011849999999999999 0.11873000000000002 42.243697547450004 -0.031989999999999998 62.084563606450011 -0.078549999999999995 91.886121982450007 86.036037090600004 -0.082654999999999992 -0.083004999999999982 43.321682097200004 61.923256118600001 85.799452775150016 62.014663695050011 0.095235000000000028 75.28220456885002 0.094385000000000011 -0.095854999999999996 42.876019054300009 42.409092016550012 86.904409066750006 0.08729000000000002 43.219899330700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 12 7 -7 -9 -8 11 -11 14 -14 15 16 17 18 -4 -19 -16 23 -23 24 -22 26 -26 -27 29 -29
right_child=2 -3 5 -5 -6 6 9 8 -10 10 -12 -13 13 -15 20 -17 -18 19 -20 -21 21 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.00048722263662601026 0.016863716744123718 0.015702443445400789 0.043201960934176088 -0.08574058667860758 -0.020643061707433102 -0.10500302046559779 0.045225694320611444 0.064910976589611202 -0.10216764517794247 0.0036947306557911508 -0.0014095848639620653 -0.063940927398950284 0.093776823449624458 -0.023890244461146119 0.015877450431059689 -0.10531130599586834 0.10265934851744306 -0.0049170899972383357 -0.097490790992274784 0.059031387109682712 0.010757545021460259 -0.10619099069394365 0.0095416385067282703 0.093702065854156677 0.042181161714403108 0.031920068757812878 -0.092454630880812502 -0.0025126698680245653 0.034772646566157299 -0.066784572910191659
leaf_weight=48.850547908119054 0.14460509413333966 1.6770965878858977 0.19918140461732159 0.15693979801898095 0.82043026670703412 0.25876519004987131 0.25891877014646514 0.13373035888145146 0.049650245284965422 0.22664248943328846 6.1081677948999271 0.44714917128021625 0.21315599849913347 0.18175468708432163 2.6568964677717286 0.18115811917232605 0.14603437483310688 1.1681039865171099 0.41301751548417087 0.22529852920615656 3.0899069094461153 0.2965575013149645 0.61032124986849112 0.16762683638808074 0.27191633871370768 0.82447479292750392 0.54607982615198125 0.77634743496309944 0.44148947822895923 0.43255813193627546
leaf_count=2482 40 36 19 89 57 62 17 64 27 12 339 41 61 15 26 35 2 197 79 15 672 34 34 8 25 6 39 26 24 50
internal_value=-1.81088e-05 0.000646556 -0.00167275 -0.036537 0.000138207 -0.00115549 -0.00644354 -0.0532928 0.0196745 -0.00350154 -0.00536183 -0.0411904 0.00192588 0.0396214 0.000729894 -0.0120845 -0.00423518 -0.0120185 -0.0517158 0.00542271 0.00368547 -0.00065831 -0.028304 0.00316913 0.000791519 -0.00856024 -0.0476993 0.00437604 -0.00938391 -0.0255098
internal_weight=71.9745 51.3481 20.6264 0.301545 49.671 20.3249 7.48302 0.442146 0.183381 7.04088 6.78196 0.673792 12.8419 0.394911 12.447 2.33279 2.15164 2.0056 0.612199 1.3934 10.1142 7.45728 0.906879 6.5504 6.38277 3.29287 0.817996 2.47487 1.6504 1.20891
internal_count=4633 2575 2058 129 2539 1929 562 153 91 409 392 53 1367 76 1291 347 312 310 98 212 944 918 68 850 842 170 64 106 100 76
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=31
num_cat=0
split_feature=3 3 0 3 3 2 2 3 2 3 2 3 2 3 2 2 2 0 1 1 0 0 2 2 3 1 4 1 4 0
split_gain=0.00824582 0.0663398 0.281331 0.123662 0.0508493 0.0444169 0.122695 0.0689391 0.07336 0.134858 0.0882864 0.0525401 0.0828711 0.289776 0.167287 0.102717 0.182169 0.0639359 0.108873 0.0757101 0.073201 0.0480031 0.0431341 0.0973707 0.104679 0.0889939 0.0422051 0.0417744 0.0701576 0.0393916
threshold=0.083395000000000011 0.083905000000000021 95.988709089550014 0.084565000000000015 0.084365000000000009 -0.083004999999999982 -0.080234999999999987 0.08326500000000002 -0.087660000000000002 0.082500000000000018 -0.091639999999999985 0.082535000000000011 -0.06828999999999999 -0.15148999999999999 -0.054875 -0.076544999999999988 -0.078549999999999995 86.345209775600011 61.950140699950005 65.130586668250018 86.162394622750014 85.216057360850016 -0.038374999999999999 0.048475000000000011 -0.095119999999999996 70.523633677950016 42.283941020600004 72.327589083450007 42.123054668150012 85.823648898300021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 26 4 -3 7 -7 8 9 10 29 12 13 -8 -14 16 -15 18 20 -19 21 -16 -21 24 -24 -26 -2 28 -25 -1
right_child=1 3 -4 -5 -6 6 11 -9 -10 -11 -12 -13 14 15 17 -17 -18 19 -20 22 -22 -23 23 27 25 -27 -28 -29 -30 -31
leaf_value=0.014816045042004464 -0.039612048433872026 0.081408006921883172 0.016202213601968669 -0.00067407126708709316 0.016735209264383481 0.059533457343482532 0.0026285442082094354 0.079623324413148247 -0.036425431292171018 -0.075392294370675503 0.029591848263654665 0.026463057303034384 0.069055057542024539 -0.10581906439244226 -0.027863356677463508 -0.10814346146988281 0.087524890982363143 0.035352965673132036 -0.073128451534251918 0.012578063586322588 -0.016775513192681887 0.10148696135819034 0.010297163353101419 0.043091430010566097 -0.017659215888400144 -0.11360734511628179 -0.11067819380816175 -0.0057283890564700461 -0.00033378750366970533 -0.0090016388994905595
leaf_weight=0.84375640809188546 0.11712403572164365 0.25017415985234848 0.63011655700111646 49.696891049859673 0.23650649089904618 0.39961649111592024 2.2555031180672818 0.094920405373159045 0.71639683310604763 0.24357311234054524 0.8859085609133216 0.91205153627123614 0.40344074578615341 0.10830881004221771 0.040056499676283219 0.37205329263769871 0.088593345717526972 0.79690648592077007 0.28462859456249134 2.8565071208067767 0.49921053647994995 0.10110906045883894 0.26060320549282778 0.57883933046832714 0.17240296769887731 0.22006014097337356 0.29168410505917564 2.3292723487300648 1.0413625439578025 3.9225976438952124
leaf_count=415 7 34 21 2256 17 30 20 12 26 97 33 27 31 6 132 31 61 42 37 22 3 4 30 38 8 45 75 204 21 848
internal_value=-2.31715e-05 -0.000700637 -0.0257125 -0.00018283 0.0499797 0.00167558 0.00493581 -0.00499373 -0.00620843 -0.0025368 0.000602767 0.00329792 0.00159528 -0.0134587 0.00603158 -0.077233 -0.0188267 0.00326213 -0.0216689 0.00605542 0.0012034 0.0647831 0.00292535 -0.00306549 -0.0388345 -0.0714588 -0.0903177 0.0028491 0.0151805 -0.00478535
internal_weight=71.6502 51.2225 1.03892 50.1836 0.486681 20.4277 13.7205 6.70715 6.61223 5.89584 5.65226 13.3209 12.4089 2.82446 9.5844 0.568955 0.196902 9.18096 0.925005 8.25595 0.640376 0.141166 7.45905 4.60254 0.653066 0.392463 0.408808 3.94947 1.6202 4.76635
internal_count=4633 2410 103 2307 51 2223 792 1431 1419 1393 1296 762 735 118 617 98 67 586 176 410 139 136 368 346 83 53 82 263 59 1263
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=31
num_cat=0
split_feature=4 4 4 3 0 4 3 1 4 4 3 1 1 4 1 3 4 3 1 2 1 2 0 2 2 1 4 4 2 4
split_gain=0.00897669 0.061993 0.0569251 0.0424737 0.0375959 0.0362487 0.0293514 0.0397024 0.0349501 0.0295008 0.0493652 0.0453059 0.0496826 0.0287421 0.0355729 0.0281325 0.0278516 0.0876318 0.0235613 0.0223465 0.0472466 0.0170318 0.0599268 0.0131625 0.053736 0.0746678 0.0792915 0.0464079 0.0184145 0.0506131
threshold=37.041406607950009 36.558960102350007 36.377496227400009 0.090465000000000031 94.985914206850012 36.165040341950011 -0.25420999999999999 70.077349628250019 32.724174661450007 34.424709467050008 0.10526500000000003 70.663433500700009 74.144986779650011 30.518512326550006 68.327163385350005 0.08674500000000003 37.572218886150004 0.093745000000000023 65.571493801650021 -0.074029999999999999 68.20618276945001 -0.043559999999999995 96.631250582750013 0.23643500000000003 0.70681500000000008 81.210254746450019 40.099856909850011 41.444941515100005 0.19977000000000003 38.110427674550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 7 19 13 10 11 -10 -13 14 -8 -7 17 -2 -11 20 -1 22 -20 28 25 26 -25 -26 -18 -30
right_child=16 3 -4 -5 -6 15 8 -9 9 18 -12 12 -14 -15 -16 -17 23 -19 21 -21 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-0.10050127856107978 0.0018958563777751209 -0.10270605745540956 0.065812545456761559 -0.013926323945255076 -0.016542984663723864 -0.0019441650140690739 -0.1004322282961015 -0.048664703270043325 0.09112200208436759 0.012198962074598927 -0.028947535715221462 0.06436329716210297 -0.10059141715693432 -0.078741232284691223 0.077424104178070718 -0.088156339955845195 4.18685525202609e-05 0.076775289138523384 -0.057918644106535792 0.10096685028150515 0.10093603735542317 -0.0011617178250191394 -1.8195458503497848e-05 -0.014011966983049309 0.085748695247069934 -0.0015904339788459087 -0.10241109575226928 -0.013190088839371134 -0.0065362406607812965 0.040435323941830428
leaf_weight=0.020467288852032084 0.76832759180729127 0.13406417050214248 0.12800911078328159 0.35670784665450128 0.081380757437436557 0.068393972448575258 0.017445856406627658 0.03770927018925363 0.1364005018523361 0.74218417624251776 0.098325475848703547 0.042953165946528316 0.031759491219219171 0.10319150983743341 0.031641714872179705 0.084755906224657451 63.521728404267691 0.19620331677592162 0.27357556844981612 0.078689847374335709 0.027008868753910065 1.196345712146863 0.51573898853893496 0.24387646244940597 0.10615147047064954 1.1797240185589997 0.17376639769338453 0.085670501382082875 0.51927628443809126 0.41094027405051747
leaf_count=62 69 24 18 39 29 41 19 32 24 49 19 3 55 56 93 21 3586 24 34 6 1 34 46 36 18 72 45 35 4 39
internal_value=-2.33036e-05 -0.00450457 0.000311867 -0.035101 -0.0701594 -0.00207926 9.35296e-05 0.0413677 -0.00202708 0.000316807 0.0295783 0.0568366 -0.00575705 -0.048777 0.0142135 -0.0496555 0.000257202 0.0171277 -0.00300254 0.0682771 0.0140951 -0.00868443 -0.0200864 1.15522e-05 -0.00844892 -0.0144545 -0.0507917 0.0415612 0.000246415 0.0142143
internal_weight=71.4124 4.20675 3.6346 0.572153 0.215445 3.50659 3.35344 0.163875 3.18956 3.03728 0.309439 0.211113 0.0747127 0.152279 0.0490876 0.15315 67.2057 0.964531 2.72784 0.126166 0.0474762 1.98566 0.789315 66.2411 1.78919 1.59737 0.417643 0.191822 64.4519 0.930217
internal_count=4633 705 613 92 53 595 533 101 432 264 101 82 58 168 112 62 3928 93 163 69 63 114 80 3835 206 153 81 53 3629 43
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=31
num_cat=0
split_feature=4 4 4 4 3 4 3 1 3 1 4 3 3 3 3 2 3 0 3 2 4 0 0 4 4 1 4 1 2 0
split_gain=0.00889813 0.133257 0.0458172 0.0450509 0.0370321 0.230957 0.0667809 0.0533592 0.0629175 0.0494256 0.0385749 0.0317231 0.0984113 0.131992 0.105785 0.0934979 0.0225451 0.12575 0.0935579 0.0274553 0.0171203 0.0588619 0.147935 0.108437 0.120948 0.0620418 0.0520774 0.0483569 0.0466587 0.0533723
threshold=43.426369480700011 43.521589032450009 43.61821939175001 43.663128814500006 0.087935000000000027 43.813842866750008 0.10249000000000003 62.132955852800002 0.092015000000000027 70.606975879950014 48.553014326500012 0.085910000000000028 0.085715000000000027 0.083395000000000011 0.08326500000000002 -0.11334499999999999 0.082325000000000023 85.799452775150016 0.081515000000000018 0.17437500000000003 42.081757894750005 86.103248543850015 85.683849075550015 42.759119507950011 42.498713093000006 62.036171360100006 42.243697547450004 61.998532946250002 -0.14704500000000001 94.426714915750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 -2 -3 -4 5 -5 7 -6 9 -9 -11 12 13 14 16 -13 18 -18 19 -7 -1 22 23 24 26 -24 -22 -23 29 -29
right_child=1 2 3 4 6 11 -8 8 -10 10 -12 15 -14 -15 -16 -17 17 -19 -20 -21 21 27 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00051003918600358862 0.064455792645019785 -0.068823507650269511 0.048975275020458842 -0.10773728313963556 0.086579288202124349 -0.0033026443828694536 -0.0079033564726348395 0.075304924592402511 -0.042728333971902961 -0.10098454995921929 0.070563413228766553 0.032711115904127751 0.10194038444833038 -0.10287898511617755 0.088912086008801988 -0.10298728920894805 -0.0078340494933082632 0.09117117909120187 -0.1050148912125605 0.043031890758477312 0.032079552802670684 0.013362867557569364 -0.10424467721132831 -0.051233458388018654 0.068069981496639953 -0.028866412215086637 -0.10165136096282497 0.056105191155280378 -0.005233163363892515 -0.015730365349179855
leaf_weight=51.050122942426484 0.34021632453179407 0.095222172635523239 0.19000281410808373 0.20763323726174565 0.17587398295290746 2.3284816226655312 0.56509124101458497 0.17203215518452453 0.11176611409882753 0.033381670122253126 0.021582811503321864 0.097626587004015164 0.09727440949063737 0.12049203715855572 0.13945951413188584 0.10580324040211042 0.53769090236164618 0.16849086387719581 0.089189441278904158 0.13531584918200668 0.047663231764089486 1.8685075963148836 0.24322949244378833 0.22749300274989537 0.303959751722644 0.19814492580189835 0.074847076004175506 0.26576342221232785 11.120620242195173 0.16932361920946448
leaf_count=2575 32 32 16 21 11 718 25 19 41 76 5 8 3 109 8 41 15 67 14 23 16 16 30 107 27 37 36 21 422 62
internal_value=-2.14031e-05 0.00375669 -7.29223e-05 0.00116294 -0.000615827 -0.00502483 0.01583 0.0418902 0.0186892 0.0489293 -0.0336231 0.000558287 0.00271969 -2.2937e-05 0.00362363 -0.0378652 -2.58519e-05 0.015788 -0.00440013 -0.000757875 -0.000351714 -0.0033816 -0.0256717 0.00452012 0.0342609 -0.0704053 -0.0496227 -0.00156286 -0.00397629 0.0281488
internal_weight=71.3023 5.73263 5.39241 5.29719 5.10719 4.02746 1.07973 0.514637 0.338763 0.226997 0.0549645 3.81982 3.61639 3.51912 3.39863 0.20343 3.25917 0.706182 2.55299 2.4638 65.5697 14.5196 1.09534 0.653963 0.42647 0.441374 0.12251 13.4242 11.5557 0.435087
internal_count=4633 1284 1252 1220 1204 1027 177 152 141 100 81 1006 957 954 845 49 837 82 755 741 3349 774 253 186 79 67 52 521 505 83
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=31
num_cat=0
split_feature=2 2 1 4 1 2 4 4 0 3 3 3 2 1 0 0 0 1 4 3 0 0 0 3 3 2 3 4 0 3
split_gain=0.00806262 0.0794197 0.126212 0.0755374 0.0618496 0.0589228 0.097897 0.140142 0.109941 0.0826788 0.293217 0.121899 0.0356749 0.0469418 0.124122 0.0908442 0.0609778 0.0496493 0.0448784 0.0736318 0.0844506 0.132809 0.033365 0.0270553 0.08617 0.0588547 0.0375687 0.0526728 0.0322924 0.0983499
threshold=1.0000000180025095e-35 0.048475000000000011 64.369753017350021 36.859113051050009 61.987779113750001 -0.031989999999999998 41.489621506400006 40.300545846000013 93.308316333500017 0.098950000000000024 0.087795000000000026 0.082535000000000011 0.067985000000000018 62.057679025150001 88.350799540950007 91.437149474700007 85.732241321850012 66.439865777750015 42.498713093000006 0.091885000000000022 103.09430392830002 96.631250582750013 96.741477366050006 0.11636500000000001 0.11148000000000002 -0.087660000000000002 0.18642000000000006 40.300545846000013 85.823648898300021 0.10336500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 23 7 8 -7 10 11 -8 18 16 -15 17 -14 -16 19 20 21 -3 -17 24 28 26 -25 -28 29 -1
right_child=1 12 3 -5 -6 6 9 -9 -10 -11 -12 -13 13 14 15 22 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0028643945175877085 -0.037999950876840244 0.016925431099828771 0.042339089868227521 -0.10383067758302891 0.0018225010303726857 -0.017064119045226599 -0.045645998059006813 0.07854533442429304 0.042934990900454155 0.0092533775154459118 -0.10497911150489121 0.069643602223016549 0.0011770357969051412 -0.070340263024423991 0.012257720567486887 -0.016441243214536778 0.05217292590488537 0.076140516039479217 -0.0084047060392106326 -0.0034572352917522789 -0.0035977100543898989 0.090112115806393556 -0.0012773263632794342 -0.0035407952011485204 0.044484829619714505 -0.019905304864819867 -0.0074411715338396651 0.057710264047599658 -0.0012666805993211178 0.04964333955285484
leaf_weight=6.3876331418787506 0.56386285157829208 0.60748138272771235 0.041449026245800158 0.24045435023253958 1.2649803524909655 0.60676703800346732 0.14598469248903745 0.44754100870341051 0.61489085914926989 2.4868376093218103 0.2963739966871799 0.24668106793069455 0.76765048577771977 0.28251100989200484 0.30015912378439669 2.0656050096014269 0.33759549027308822 0.20457775499062336 1.0359358956832414 1.1053146993128313 0.491881960105644 0.41894521267386153 4.8766632484933936 1.8395102425754148 0.43604835524342789 2.134854113022814 0.23203116326459738 0.26674658642150462 39.887438136873591 0.48345790689927515
leaf_count=719 57 34 7 118 18 30 42 58 32 32 89 12 54 36 24 135 20 32 67 26 36 20 334 60 40 55 32 20 2371 23
internal_value=-2.02964e-05 -0.00211475 -0.0200559 -0.0823389 -0.0104554 0.00052099 0.0110655 0.0306726 0.0131349 0.000760328 -0.0298922 0.0267814 0.00091617 -0.00252291 -0.00527927 -0.0028111 0.0167536 0.0381504 0.00921865 0.0161772 0.0304709 0.0467972 -0.0057892 -0.000467812 0.000236681 -0.00790067 0.00305955 0.0274018 -0.000175957 0.00615582
internal_weight=71.1179 14.6051 2.11075 0.281903 1.82884 56.5128 4.84508 1.6692 1.22166 3.17588 0.68904 0.392666 12.4943 8.83476 7.72952 7.44701 1.10525 0.504737 3.65956 2.62362 1.51831 1.02643 6.94227 51.6677 47.1946 4.47314 2.33829 0.498778 46.7585 6.87109
internal_count=4633 1018 200 125 75 3615 295 120 62 175 143 54 818 635 561 525 74 56 183 116 90 54 469 3320 3153 167 112 52 3113 742
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=31
num_cat=0
split_feature=0 0 4 3 2 3 0 2 0 2 2 1 1 3 3 4 2 2 4 4 4 2 0 4 4 0 0 3 4 2
split_gain=0.0082858 0.0331396 0.047861 0.0336769 0.0370437 0.045234 0.0323785 0.0387048 0.0260612 0.0430031 0.047932 0.02827 0.0721017 0.0204111 0.0184051 0.0104452 0.0706938 0.0732239 0.0236538 0.0271885 0.0299899 0.00922657 0.0508521 0.0371285 0.117347 0.0387353 0.0936896 0.145905 0.0651334 0.0596332
threshold=76.535026057600007 71.340924949550015 35.771221912400001 -0.25098999999999999 -0.23353499999999996 -0.55393499999999996 71.096275259750016 0.11061500000000003 79.271876434400014 -0.075639999999999999 -0.13734499999999997 61.546871980350012 59.240174904450008 -0.25420999999999999 0.10336500000000003 33.96174662340001 0.15915000000000004 -0.074029999999999999 33.036871954450007 30.518512326550006 29.850823923150003 -0.14008999999999996 85.216057360850016 40.250747516500006 40.099856909850011 95.550490414250007 86.780739992750014 0.084995000000000029 40.722669576350008 -0.21563499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 -5 9 10 -2 12 -10 -4 -14 16 17 18 19 20 -13 22 -17 24 -24 26 -25 29 -27 -28
right_child=8 2 13 6 5 -7 -8 -9 11 -11 -12 15 14 -15 -16 21 -18 -19 -20 -21 -22 -23 23 25 -26 28 27 -29 -30 -31
leaf_value=-0.10119128783565495 0.0052927032875290268 0.063815900114728957 -0.020589623239751401 -0.10164353439440643 0.10035740958757154 -0.10140680089518597 0.040509529972721094 0.082587070205948146 -0.10228336006922223 -0.037281168790930144 0.10002601546099282 -0.10044567118067134 0.017224162956725811 -0.10110083273847324 -0.031806243719440443 0.065427329440329265 -0.086348483868926004 0.075848327325057488 0.01385955056514576 -0.10287500480807417 0.098704600493367781 -0.00016230566531675748 -0.002888160051187463 0.0021491183514533788 -0.10625059826820167 -0.080314288784820831 0.0061319191148065284 0.06770695231757172 -0.00042058260014433231 -0.10238753811122946
leaf_weight=0.053994997987373949 0.10680031539595802 0.030938976766044846 0.047811687313128459 0.037800123564635579 0.028104838377743135 0.018377299564328098 0.21393231919410027 0.016330038080923259 0.09557531233303862 0.070752889362210136 0.10683853129739873 0.013369278777571658 0.18439093288793629 0.092233603620570648 0.13092058734036982 0.13138076798837417 0.10435188726225419 0.10461485935324599 0.065790309157144122 0.061703694877408566 0.017406802132907018 63.145253668459077 1.4077092851074864 2.2242860986807504 0.11913200980961836 0.11066504604559657 0.23436482392861568 0.62131679378217086 1.3095600575252317 0.064593954399469578
leaf_count=48 38 29 32 93 16 49 40 2 52 31 8 64 32 167 13 76 61 37 26 41 9 2617 274 69 12 27 86 53 462 69
internal_value=-1.54883e-05 -0.0123609 -0.0487467 0.00452036 -0.0448548 0.0205874 0.0230275 -0.0460647 7.90816e-05 0.0302897 0.0526678 -4.34002e-05 -0.0261967 -0.0736142 -0.00313377 0.000110697 -0.0167098 0.0109332 -0.0319751 -0.0645819 0.0121928 0.000199745 0.0038735 0.00254594 -0.010953 0.00706111 0.0132518 0.0400869 -0.00664596 -0.0173151
internal_weight=70.9703 0.539524 0.170984 0.36854 0.100477 0.0464821 0.268062 0.0541302 70.4308 0.284392 0.213639 70.1464 0.410887 0.140045 0.315312 69.7355 0.367237 0.262885 0.15827 0.0924798 0.0307761 69.3683 6.22301 6.09163 1.52684 4.56479 3.14456 0.920276 1.42023 0.298959
internal_count=4633 476 228 248 113 65 135 95 4157 77 46 4080 97 199 45 3983 238 177 140 114 73 3745 1128 1052 286 766 277 208 489 155
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=31
num_cat=0
split_feature=1 1 4 0 4 0 1 4 2 2 1 2 1 4 3 0 3 0 3 3 3 4 0 2 2 2 3 4 4 1
split_gain=0.00750317 0.180374 0.103519 0.0822876 0.211719 0.135771 0.055662 0.131476 0.177447 0.237312 0.0943018 0.0629762 0.0481816 0.297936 0.0449343 0.0917313 0.044813 0.0397795 0.0379399 0.0373499 0.0839433 0.0684751 0.0930806 0.0816765 0.0425684 0.0768033 0.0619088 0.0560182 0.0630046 0.0420315
threshold=63.910026677050006 62.907231794400012 42.320906304050006 87.525442894850016 40.679780036550007 89.057864029250013 66.235542959850008 36.165040341950011 -0.084729999999999986 -0.051199999999999996 66.859265246100009 0.022350000000000005 67.606656606400023 37.892416320650007 0.25799500000000009 99.647700605050019 0.095830000000000012 89.057864029250013 -0.25420999999999999 -0.21029499999999998 -0.22831499999999999 40.00488309970001 97.789976036950009 -0.15962499999999999 -0.59614999999999996 -0.18437499999999998 0.09721500000000001 40.040404835300002 39.788107623550012 75.499969677400017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 4 -2 -5 7 -7 -9 -10 16 -11 13 -12 19 -16 -8 -3 -6 20 21 22 -14 29 26 27 -21 28 -26 -23
right_child=3 2 -4 5 18 6 10 8 9 11 12 -13 14 -15 15 -17 -18 -19 -20 24 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-7.420660749688594e-05 -0.10725291431043693 0.045488985748097503 -0.001120546213619985 0.07036925520589353 -0.055832306527508049 0.0099204449169355488 0.058258164958519633 -0.089184401103813885 0.074201299384035829 -0.10680451572344124 0.099227819735799944 -0.01667426294340112 0.060342344841294193 -0.087467557353762354 -0.1020847257945745 0.032299313050830655 0.0091178481080053577 0.10079312343655285 0.040258534162494523 -0.0034236585604998982 0.065170449005360301 -0.036044652188343955 -0.077123834146206008 -0.10124601098988516 -0.03382060087201226 -0.00062324782884544622 0.068790505638464866 -0.071400937433527017 0.10080495384031155 0.06330684594721718
leaf_weight=40.21121736884772 0.24811398347917091 0.25048691241681709 0.28076965290529188 0.26764113784838883 0.050999347480228607 0.89579128762125282 0.39319381664973008 0.45129214049666189 0.22476657759398222 0.15166038884490263 0.11926516331732528 0.15858968177508359 0.23980228455911856 0.30173357162266257 0.12301937769552918 0.086519312360896272 0.35145965637639165 0.27052421605912969 0.21146328729918196 0.26727086039238201 0.28157285873711302 0.097373799724209675 0.061990128866398209 0.11528760820738171 0.1372431585746331 23.996608319740744 0.21358524740753637 0.2679969810739351 0.04655514657497406 0.075675061943911714
leaf_count=1494 44 26 17 40 13 29 33 35 9 14 7 27 21 57 29 23 13 25 121 71 36 37 108 79 123 1884 23 178 2 15
internal_value=-1.55077e-05 0.000862235 0.047827 -0.00122205 -0.0410226 -0.000529102 -0.00118211 -0.0178131 -0.0430014 -0.0040455 -3.03247e-05 -0.0607329 -0.00101906 -0.0345784 -0.000475882 -0.0465971 0.035065 0.0742045 0.021587 -0.000101316 0.0202455 -0.00118982 0.0321059 -0.0360394 -0.000812785 -0.00139231 0.0286522 -0.0422401 0.000279346 0.00740221
internal_weight=70.8495 41.013 0.801781 29.8365 0.510577 29.3259 29.0583 1.8821 0.986309 0.535017 27.1762 0.31025 26.4315 0.420999 26.0105 0.209539 0.744653 0.521011 0.262463 25.801 0.871702 0.590129 0.301792 0.288336 24.9293 24.4484 0.480856 0.451795 0.183798 0.173049
internal_count=4633 1562 68 3071 178 2893 2853 114 85 50 2739 41 2693 64 2629 52 46 51 134 2577 296 260 129 131 2281 2187 94 303 125 52
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=31
num_cat=0
split_feature=4 4 4 4 3 4 3 1 3 2 4 2 2 3 4 0 0 0 4 2 4 4 2 4 4 4 4 1 0 0
split_gain=0.00788825 0.118917 0.0384468 0.0397479 0.0310329 0.2147 0.0724887 0.0349874 0.0331097 0.0268754 0.0341486 0.0169289 0.0878195 0.240442 0.233334 0.105534 0.194047 0.202843 0.129142 0.0663501 0.125213 0.0504585 0.103166 0.0668446 0.0823516 0.0921068 0.0822231 0.0584845 0.251742 0.112643
threshold=43.426369480700011 43.521589032450009 43.61821939175001 43.663128814500006 0.089505000000000015 43.813842866750008 0.096915000000000015 62.132955852800002 0.09117500000000002 -0.23890999999999998 44.202975721700007 -0.079369999999999996 -0.084729999999999986 0.092185000000000031 42.876019054300009 86.866770652900016 89.576736448400013 93.72771580185001 43.067541470150012 -0.077085000000000001 41.772405911750006 42.580420142950011 -0.027754999999999998 42.409092016550012 42.243697547450004 42.027798546600003 41.873095646600007 63.910026677050006 87.028078140750011 87.345316200150009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 -4 5 -5 7 -6 -9 10 -7 12 -1 15 -15 -14 -17 -18 -19 20 -13 23 -23 24 25 26 27 28 -21 -30
right_child=1 2 3 4 6 9 -8 8 -10 -11 -12 19 13 14 -16 16 17 18 -20 21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00027302516550103788 0.062396178661217133 -0.064405969119527742 0.046638816899895408 -0.10674778712280167 0.09082855894709381 0.045884583442053685 -0.0061925476970235965 0.069461868802356261 -0.0048986326850561325 0.0019687331578844393 -0.10115561020369626 0.073665936119227005 0.0067748271318724173 -0.10616270385942245 -0.012297727707336434 -0.10513625949615149 0.088136671114833851 -0.082493389945857462 0.033575622892762717 0.0026436296686717393 0.0060862579096080394 -0.066998764200744007 -0.005562988480509532 0.021241205240957801 -0.025069879260989317 0.038298206108022058 -0.031807584893283357 -0.0028931597102562008 0.013476542034948052 0.090200954619098273
leaf_weight=25.480019868177777 0.32394491100666911 0.091183632706012818 0.18478782786405634 0.19537779059786009 0.13358036708086718 0.022349519206727897 0.60257307217935363 0.10528352455548884 0.13884431762653549 3.7001908997330446 0.053849607782026965 0.35323806834612881 2.8438681559346182 0.49990165175267953 0.56319342670030892 0.26111921668052662 0.17652517650276423 0.26148434535007681 0.15133962981508375 11.262320859392737 1.2248146623023783 0.31780409083830852 1.9534410348888425 1.5918048259778874 1.2352900156901103 0.65751824129028946 0.76923702220562873 14.648371627332319 0.31232497747987586 0.49403920501936227
leaf_count=1606 32 32 16 24 7 17 42 19 33 902 160 32 61 47 8 20 8 72 6 252 69 31 121 46 47 53 40 770 8 52
internal_value=-1.58408e-05 0.00360229 -4.07691e-05 0.00110177 -0.000597461 -0.00453026 0.0153369 0.0496837 0.0271704 0.000758131 -0.0580281 -0.000324609 -0.00205565 -0.0145277 -0.0564361 -0.00246795 -0.0333747 -0.00157982 -0.039943 0.00117861 0.0212136 0.000227519 -0.0141594 0.00128258 0.000201191 0.00131039 0.00042558 0.00135364 0.00650819 0.0604837
internal_weight=70.6096 5.55197 5.22802 5.13684 4.95205 3.97177 0.980281 0.377708 0.244128 3.77639 0.0761991 65.0577 30.2375 4.75743 1.0631 3.69434 0.850468 0.589349 0.412824 34.8202 1.57805 33.2422 2.27125 30.9709 29.3791 28.1438 27.4863 26.7171 12.0687 0.806364
internal_count=4633 1284 1252 1220 1204 1103 101 59 52 1079 177 3349 1828 222 55 167 106 86 78 1521 101 1420 152 1268 1222 1175 1122 1082 312 60
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=31
num_cat=0
split_feature=3 3 3 1 3 1 0 0 4 2 2 2 2 2 2 3 4 1 1 1 3 1 3 0 4 2 4 0 0 2
split_gain=0.00890524 0.0226226 0.117374 0.0850284 0.0745987 0.11087 0.0332362 0.0515743 0.0542152 0.0707653 0.0220637 0.0355907 0.025474 0.0160028 0.0489169 0.0540068 0.0385512 0.0696863 0.0514318 0.0257725 0.0899081 0.0730951 0.0807785 0.0983704 0.0471428 0.0944197 0.0812592 0.0386525 0.0379163 0.0846454
threshold=0.18642000000000006 0.11636500000000001 0.11296500000000002 67.254468591300011 0.11071500000000002 61.971648364950006 86.103248543850015 86.135510041400025 41.11191809080001 0.053690000000000009 -0.083004999999999982 -0.14314999999999997 -0.033594999999999993 0.22387500000000005 0.26056000000000007 0.08079500000000002 38.536700832000001 68.20618276945001 71.830224329350003 80.538140213850014 0.10602000000000002 78.895492296100016 -0.15544999999999998 103.37390357390002 39.476991512000005 0.063030000000000017 40.574766824850009 102.75018128760001 101.11291028615001 -0.078504999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 13 -6 -3 -8 9 -9 11 -2 -12 19 15 -15 18 -18 -16 21 24 28 -23 -24 25 27 -26 -21 -1 -30
right_child=10 6 3 -5 5 -7 7 8 -10 -11 12 -13 -14 14 16 -17 17 -19 -20 20 -22 22 23 -25 26 -27 -28 -29 29 -31
leaf_value=6.449859874742735e-06 -0.007613848646601658 -0.021228650098321346 0.073811376489280295 0.0030636493935873527 0.0026300983901145917 -0.065983274051580096 0.023811798902885442 -0.042333941995815264 0.0070792733235451044 0.0038614370921109609 -0.009601383199496695 0.046917198974695797 0.0088689177809131887 -0.016097813079166613 0.062779946007471513 -0.10301249809711109 -0.076412802709484251 -0.0029492949581469124 0.00061962680851185498 0.084438545308627155 0.089216063033808427 0.055072906139297606 -0.10627687040607081 0.0047059931229447398 -0.10145801781542402 0.0012192730526304511 0.0023973823462015405 -0.047550055877243064 -0.015394066011385862 0.070192648673867097
leaf_weight=53.973197076798982 0.20357010907292761 1.2207728751163802 0.37080197474278875 0.3135097789718202 0.52740860351695928 0.42549926388019799 0.62979968637228045 0.75266173243485945 1.2278254233387995 0.59276766330458486 1.2186745335548044 0.29046242233288166 1.9280806948110265 0.22378416135825574 0.17551772635488283 0.10505490891682712 0.15456157042819996 0.78453779983942695 0.55089094070035927 0.26070708770203399 0.13293015685036369 0.070329310967565561 0.20390178947263748 0.13128675300185932 0.077392779676756951 0.50529806958050472 2.8377025091398878 0.024251194805149368 0.2240117883509356 0.23867493150919372
leaf_count=2737 29 42 16 29 6 39 3 42 32 9 26 24 61 31 17 39 42 75 76 20 18 16 47 42 71 20 670 260 63 31
internal_value=-1.57749e-05 -0.000278518 0.000212062 0.0413991 -0.000245283 -0.0280076 -0.00718852 -0.00183744 -0.00811505 -0.0219812 0.00480027 0.0244472 0.00171574 0.000190735 -0.00861855 -0.0438646 -0.00165954 -0.0150403 0.015639 0.000490136 0.00841187 -6.42959e-05 -0.042363 -0.0628071 0.005513 0.0271768 -0.000359872 0.0732057 0.000250807 0.0287555
internal_weight=70.3759 66.7351 62.3113 0.684312 61.6269 0.952908 4.42383 3.20305 2.57325 1.34543 3.64079 0.494033 3.14676 60.674 1.99435 0.328839 1.66551 0.939099 0.726409 58.6797 3.83828 54.8414 0.405518 0.335189 3.70535 0.790256 2.9151 0.284958 54.4359 0.462687
internal_count=4633 4493 4365 45 4320 45 128 86 83 51 140 53 87 4275 280 70 210 117 93 3995 1059 2936 105 89 1041 300 741 280 2831 94
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=31
num_cat=0
split_feature=0 1 3 2 3 3 3 1 3 3 3 0 2 2 1 1 4 3 1 0 4 3 3 3 3 3 1 2 1 4
split_gain=0.0074611 0.0297978 0.032283 0.0244783 0.0219337 0.0367306 0.0294045 0.029304 0.0551634 0.0293751 0.0533742 0.0217599 0.0375137 0.0457936 0.022806 0.0680837 0.0171139 0.00953858 0.0207336 0.0379925 0.0195368 0.0548287 0.10298 0.0179337 0.0975984 0.0829552 0.0751084 0.0279399 0.0518328 0.106828
threshold=76.535026057600007 56.820562587050013 -0.57039999999999991 -0.25447999999999998 -0.15544999999999998 0.070640000000000022 0.080960000000000018 55.887667615750004 -0.24212500000000001 -0.25098999999999999 -0.55393499999999996 79.271876434400014 -0.075639999999999999 -0.13734499999999997 61.546871980350012 59.240174904450008 38.911218973650008 0.18642000000000006 62.025417527550012 86.538778761000017 41.600558339100012 0.25799500000000009 0.4888550000000001 0.11636500000000001 0.11296500000000002 0.11071500000000002 67.254468591300011 -0.054875 61.907125369850007 41.11191809080001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 -6 -7 8 9 10 -4 12 13 -2 15 -13 -17 23 -19 -20 21 -21 -23 24 25 -16 -26 28 -25 -30
right_child=11 3 4 -5 5 6 -8 -9 -10 -11 -12 14 -14 -15 17 16 -18 18 19 20 -22 22 -24 27 26 -27 -28 -29 29 -31
leaf_value=-0.10101007386298176 0.0047869160976573323 0.059976704157642217 0.092004458395553046 -0.10123808005553864 -0.10060927603339964 0.065451969110977101 -0.043889260759077495 0.055718919670830362 -0.10265314967986612 0.10131298814914447 -0.10102544006816881 -0.10206607747556827 -0.03469550565170431 0.099779149983353452 0.0003106351253071328 0.020762953975477068 -0.02583530924895331 0.019320651947336467 -0.019617138827552144 0.088955943523719105 0.0030264554135923782 -0.048288036817511926 0.07175518880762638 0.0013519377130363577 0.070063815067649304 -0.030126270477769862 0.0027579230954888913 0.0011440688554649897 -0.080978325402632723 -0.01032065365604423
leaf_weight=0.031049554286255443 0.10667434928109287 0.011325962319460814 0.026512869182624854 0.055916272275368328 0.045904470652620044 0.046535764820873737 0.052165032662742306 0.130033279957388 0.044166580635192076 0.037604492157697678 0.031159875532546621 0.0870451047358064 0.07043479380649742 0.096801032777875662 59.487292367948719 0.16019874583162164 0.15514238257287616 0.79946387792006435 0.67407843179535154 0.1066670148827743 1.7125128045454401 0.16073529777241902 0.12866699470393073 1.0126108636613937 0.35198875435162236 0.90913725326498607 0.31344100240062289 2.3433686434773326 0.29849188543374061 0.755717564279621
leaf_count=23 38 11 4 175 115 8 32 20 29 1 58 52 31 8 3653 21 24 17 16 28 26 27 20 6 13 42 29 45 39 22
internal_value=-1.3492e-05 -0.0120366 -0.0026637 -0.0740838 0.0047107 -0.0267075 0.00766329 0.0215701 -0.0102741 0.0325491 -0.0122872 7.48531e-05 0.0282048 0.0499784 -3.60809e-05 -0.0237739 -0.00216259 0.000102242 0.00512688 0.00104898 0.00765559 0.0276709 0.00508266 -0.000172667 0.000272118 -0.000147526 0.0383604 -0.006331 -0.0148063 -0.0303269
internal_weight=70.2428 0.512374 0.445132 0.0672422 0.414082 0.144605 0.0987008 0.269477 0.139444 0.0952772 0.0576727 69.7305 0.27391 0.203475 69.4566 0.402386 0.315341 69.0542 3.58212 2.78266 2.10858 0.396069 0.289402 65.472 61.0619 60.3964 0.66543 4.41019 2.06682 1.05421
internal_count=4633 476 290 186 267 155 40 112 92 63 62 4157 77 46 4080 97 45 3983 134 117 101 75 47 3849 3737 3695 42 112 67 61
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=31
num_cat=0
split_feature=4 4 4 0 3 3 4 2 2 3 0 2 2 1 0 0 2 3 4 0 4 2 3 3 3 3 4 2 3 2
split_gain=0.00663053 0.0757003 0.0456877 0.0674272 0.122359 0.0264253 0.106253 0.0899492 0.31272 0.184103 0.0918361 0.115032 0.113353 0.307068 0.25897 0.0774292 0.196478 0.0712923 0.0978884 0.110607 0.0893912 0.0561431 0.0470752 0.115728 0.0546361 0.0710336 0.0475859 0.0420474 0.0415205 0.0788413
threshold=41.559097512700014 41.529896397300007 41.741384785950011 86.420486603250012 0.086075000000000026 0.08846500000000003 41.808689985400001 -0.08725999999999999 -0.084729999999999986 0.090235000000000024 85.990333302400003 -0.011849999999999999 -0.025719999999999996 62.907231794400012 91.109157582800023 86.474255765850003 -0.5340649999999999 0.086955000000000018 43.182896969600009 90.321439350550008 42.527280425250005 -0.076544999999999988 0.085910000000000028 0.086255000000000026 0.08574500000000003 0.085345000000000018 41.873095646600007 -0.092614999999999989 0.097645000000000023 -0.031989999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -4 9 -9 -7 11 -10 28 -14 -15 27 -17 22 20 -20 -19 -21 24 -24 25 26 -8 -11 -12 -30
right_child=2 -3 5 4 -6 7 17 8 10 15 12 -13 13 14 -16 16 -18 18 19 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00036168658831417044 -0.001134491520165277 0.044836016450542762 0.080085251439060368 0.015894053111998641 -0.089662729101431693 -0.094747672763385304 -0.031397873429721869 0.069777476821381468 -0.10333375222694521 0.013755441336251282 0.015192808678117573 0.013303397257226027 -0.10656832723930772 0.10031401913998757 -0.073712476132465066 0.042767748215203051 -0.082601632828346136 0.031881022635768134 0.10159203013684459 -0.039578638951079319 -0.0076423901551160682 0.078489469763396463 -0.076775489570275302 -0.0013439832137670442 0.02607436838658508 -0.053421562765726897 0.00074558982728988976 -0.020109862964779086 -0.019865056791474316 0.009063934663904278
leaf_weight=42.560319065868057 0.71467823881608328 0.38619061456074533 0.17280802020105213 0.1760149678639209 0.29198610605180875 0.2983445789514011 0.48098153894534235 0.60694548324681807 0.20474753155485814 0.95503981615911471 1.7287869294361824 0.1440430547683017 0.35013536634505715 0.20008087188034551 0.14933194566233965 0.18429465723829752 0.38857397132173277 0.93620341962014197 0.25540369760710735 0.1215621208357337 1.4720097589447503 0.060229008641271897 0.28336004366292289 0.72069065124401277 0.74825886255166629 0.26063016793449456 10.851114814627005 0.59507528596805082 1.6625552983059599 2.1739183180034169
leaf_count=2218 44 34 16 41 24 50 10 12 47 48 56 27 32 11 69 40 74 46 5 35 30 61 22 48 27 38 1393 17 48 10
internal_value=-1.20119e-05 0.000761616 -0.00123405 -0.0204565 -0.0499629 -0.000359841 0.00208711 -0.00451258 0.00108062 -0.0211918 -0.00522386 -0.0551651 -0.0024434 -0.0403833 0.0259386 -0.0108549 -0.0422697 0.0012546 0.0156254 0.0591568 0.00772251 -0.000461631 -0.00180951 -0.022632 -0.000115405 -0.00180584 -0.000618713 0.000754855 0.00232561 -0.00347259
internal_weight=70.1343 42.9465 27.1878 1.18268 0.468001 26.0051 16.3633 9.64187 7.22054 2.42133 6.6136 0.348791 6.26481 0.699548 0.349413 2.12298 0.572869 16.1904 2.84541 0.437195 2.40821 0.181791 13.345 1.00405 12.341 11.5927 11.3321 1.55012 5.56526 3.83647
internal_count=4633 2252 2381 109 65 2272 1731 541 312 229 300 74 226 112 80 179 114 1715 177 101 76 96 1538 70 1468 1441 1403 65 114 58
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=31
num_cat=0
split_feature=3 3 3 4 2 2 3 4 4 3 2 4 0 1 2 0 3 3 4 0 4 4 0 1 4 4 4 0 3 4
split_gain=0.00690182 0.0937179 0.0564259 0.106088 0.0698419 0.0598009 0.0552957 0.0816724 0.102942 0.0667661 0.0563474 0.0337117 0.029938 0.0822536 0.0278608 0.0323588 0.0824245 0.0276432 0.06678 0.0269328 0.0250438 0.0330231 0.0782764 0.0275305 0.0251306 0.0347073 0.0240112 0.0680261 0.0435178 0.0714436
threshold=1.0000000180025095e-35 0.072890000000000024 -0.098985000000000004 41.444941515100005 -0.25224999999999992 -0.038374999999999999 -0.23921499999999998 41.489621506400006 38.751720283100006 -0.15544999999999998 -0.033594999999999993 41.741384785950011 75.994645973400011 64.730006406800015 0.047710000000000009 87.261973998100004 -0.11595499999999999 -0.21029499999999998 47.927946529500012 94.625660817400004 35.771221912400001 40.21994457600001 92.773313165550022 72.209296925700016 40.574766824850009 41.243661560350013 47.927946529500012 90.767723400200012 0.087935000000000027 48.823707093150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 6 5 -5 -4 20 8 10 12 -8 -2 -9 -14 15 16 -10 -15 -19 -7 23 22 -22 -1 -23 -26 -3 -28 29 -29
right_child=1 26 3 4 -6 19 7 9 14 -11 -12 -13 13 17 -16 -17 -18 18 -20 -21 21 24 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.067452173220780107 0.011084428445259011 -0.00011137662034196351 -0.0007387921377776047 0.052474347966242889 -0.10338101822260196 -0.016481564906770458 -0.070983105922191758 0.065798910955317605 -0.10327533599671682 -0.058227593160170968 0.050917634119860444 0.072263871558894133 -0.10264514808128751 0.055401117130766932 0.021721456011132331 0.095933986382776559 0.10096480097862315 -0.07850427443211476 0.064296301796105057 -0.06416673370605 -0.07423476947555252 0.017774321708557431 0.01225018739993238 -0.039916795184096188 -0.039870979962616064 -0.0013516276411252408 0.09674454962030081 -0.10443365405493994 0.050052318923298346 0.014794562595155792
leaf_weight=0.098278171611312248 0.14336850073504948 59.603171213019976 1.8553567569006051 0.033747710243915541 0.19424364669963223 0.23472854663850062 0.098138308507898842 0.093236812110944811 0.031174386698694434 0.17095966481593905 0.06179697598054168 0.24226513689467311 0.061637064434762578 0.14402903004065593 0.10100728711404372 0.30384807895825361 0.053963176906108856 0.066398959352227394 0.064617773212376051 0.23908939687726161 0.20489314245696721 0.63423173619958095 0.2139110225327272 0.031547014860791478 0.24781838754279295 4.1702037835043111 0.097998820943756892 0.073528652705135755 0.12596795574091857 0.15880099344173004
leaf_count=64 21 3059 92 15 119 11 70 20 73 93 22 31 6 27 28 19 2 27 21 29 35 21 76 58 31 252 8 17 34 252
internal_value=-1.30796e-05 0.00037909 -0.00253249 -0.0152087 -0.080311 -0.00883618 0.0021985 0.0212084 0.0457783 -0.00536711 -0.0238822 0.049519 0.0156531 0.00176637 0.0685157 0.0806667 0.0261792 0.0251647 -0.00807468 -0.0405436 -0.00204686 -0.00307692 -0.0300612 0.0413619 -0.000840078 -0.00351228 6.35698e-05 0.0229157 0.00272264 -0.0229393
internal_weight=69.854 60.4451 9.40886 2.55717 0.227991 2.32917 6.85169 1.25081 0.649928 0.600879 0.159935 0.385634 0.42992 0.336683 0.489993 0.388986 0.0851376 0.275046 0.131017 0.473818 5.60088 5.47106 0.418804 0.129825 5.05225 4.41802 60.0595 0.456296 0.358298 0.23233
internal_count=4633 3422 1211 266 134 132 945 408 214 194 92 52 101 81 122 94 75 75 48 40 537 415 111 122 304 283 3370 311 303 269
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=31
num_cat=0
split_feature=0 1 1 4 4 3 2 3 0 3 3 3 3 3 3 2 1 2 0 3 0 0 4 0 4 0 3 2 0 0
split_gain=0.00677939 0.033492 0.031818 0.117369 0.0275004 0.0239257 0.0310265 0.0278618 0.0318462 0.0346326 0.0289188 0.023018 0.0343334 0.0236771 0.0418516 0.0085106 0.0706378 0.047969 0.19535 0.128416 0.139905 0.166557 0.0903069 0.0870745 0.127886 0.113735 0.0477248 0.0448224 0.173669 0.17058
threshold=76.535026057600007 58.309968391300011 61.076391807500009 35.119813570500007 37.572218886150004 -0.57039999999999991 -0.23265499999999997 0.10821500000000002 67.058211147750015 -0.25420999999999999 -0.25587999999999994 -0.25098999999999999 -0.27297999999999994 -0.10696499999999999 0.07771500000000002 -0.079369999999999996 61.821094709650005 -0.084729999999999986 87.028078140750011 0.09117500000000002 89.576736448400013 93.72771580185001 43.067541470150012 86.09518316945001 43.022303514600004 86.474255765850003 0.23724500000000004 -0.088274999999999992 87.842680954300008 93.972365491700018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1 11 8 -8 10 -10 12 -7 -13 -15 16 -4 26 23 20 -20 -22 -23 24 -19 -25 27 -18 -29 -30
right_child=1 2 15 4 -6 6 7 -9 9 -11 -12 13 -14 14 -16 -17 17 18 19 -21 21 22 -24 25 -26 -27 -28 28 29 -31
leaf_value=-0.10090178569851352 0.037530593695693309 0.092911303104266985 -0.046673562681595941 -0.02147923016929229 -0.10234762643177674 0.037144790214852418 0.099515289935951545 0.10042461956773652 -0.10024967079692471 -0.10088658898159995 0.10050486573754465 0.050280333606718866 -0.10126727568427694 -0.10056015190479042 0.063795237538274152 0.0011161569611248343 -0.00086894487730101327 -0.071668167332488444 -0.1052304570001234 -0.10289741473616705 0.085391557341712387 -0.079394598632327604 0.019613756836485849 0.026378692129570943 0.0022399255798964597 -0.0097718331296878427 0.0348400996666067 -0.0028618361197391123 0.1025349344772175 0.0099785789701609361
leaf_weight=0.02844662787960317 0.23783852700581931 0.054283458885037272 0.33675115418644352 0.064422522205859423 0.12109648886348623 0.033878136286134009 0.01197756957069529 0.012377290055155754 0.011768048774648321 0.094755436520799208 0.018386293447576918 0.15386799635939497 0.038048687412953086 0.032768028587383924 0.029388967337581562 36.399111406982442 23.240407226199725 0.38257003357286379 0.16695805080234982 0.30663111127023512 0.15908443089574575 0.21359424959957707 0.16199434705049498 1.641485268250108 0.60335119382943958 1.8524040395859627 0.41333212859777191 2.0905233703088046 0.36347570084035385 0.44035679927122828
leaf_count=42 32 19 23 7 67 26 6 1 60 237 3 21 18 47 15 1677 1921 25 7 48 8 70 18 17 27 29 45 41 9 67
internal_value=-1.15034e-05 6.93612e-05 -5.97431e-05 -0.0364222 -0.0742656 -0.012037 -0.00625522 -0.043255 -0.0562465 -0.0711824 0.0221583 0.0129243 -0.036074 0.0292385 -0.0228499 6.70499e-05 -0.00111253 -0.000633615 -0.00914435 -0.0489129 -0.0253203 -0.000367411 -0.0366915 -0.000193709 -0.0264389 0.00721226 0.00112574 0.000592534 0.0123276 0.0518306
internal_weight=69.7153 69.2497 69.0118 0.239802 0.185519 0.465663 0.437216 0.149265 0.136887 0.12491 0.0301543 0.287952 0.0719268 0.216025 0.062157 68.772 32.3729 32.0362 5.48807 1.00826 0.701631 0.534673 0.375589 4.47981 0.985921 3.49389 26.5481 26.1348 2.89436 0.803833
internal_count=4633 4157 4125 93 74 476 434 307 306 300 63 127 44 83 62 4032 2355 2332 249 151 103 96 88 98 52 46 2083 2038 117 76
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=31
num_cat=0
split_feature=1 1 3 3 1 1 2 2 3 3 2 0 1 2 2 0 2 4 3 4 2 3 4 1 2 2 4 1 1 3
split_gain=0.00746534 0.16028 0.0343825 0.0406501 0.0533991 0.0330552 0.0392058 0.210353 0.0361683 0.0731908 0.0730295 0.0309947 0.0545762 0.0349949 0.176718 0.192581 0.0566963 0.0454853 0.129749 0.0641133 0.119769 0.0783579 0.0499858 0.149461 0.0463913 0.0556588 0.0382215 0.0576272 0.0625286 0.0321875
threshold=62.132955852800002 62.154463517850012 0.43380000000000013 0.11636500000000001 61.966271448700006 62.111448187750007 -0.11692 -0.078549999999999995 0.10646500000000002 0.10487000000000003 -0.070854999999999987 86.474255765850003 62.079186690200011 -0.10290999999999999 -0.14314999999999997 85.823648898300021 -0.099379999999999996 43.477771593600004 0.08326500000000002 42.123054668150012 -0.082654999999999992 0.08759500000000002 41.741384785950011 61.987779113750001 -0.090369999999999992 0.11061500000000003 38.911218973650008 61.987779113750001 61.928633034850002 0.097005000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 8 -7 -8 9 11 -10 13 29 14 -1 -16 -15 19 -19 22 -21 -22 24 -24 -18 26 -26 28 -28 -13
right_child=1 -3 -4 4 -6 6 7 -9 10 -11 -12 12 -14 16 15 -17 17 18 -20 20 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0028457796693578397 -0.065320514943503188 -0.00031157804046118759 0.02213255901371065 -0.0001941409874221311 -0.025055750428070261 0.0016558251032141712 -0.0079171073365487035 0.091920274244421729 -0.0019760105331423838 -0.03457877235457562 0.03284581402097058 -0.0040216051748564905 -0.018895315253870792 -0.028867007189376445 -0.0060695355957359459 0.10182295025848043 0.019467254987483366 0.00062952687333828509 0.080482431189311601 -0.0047652821969179637 -0.10657810229242515 -0.0060049196844361085 -0.010145271741518658 0.057750844170177444 0.011832199945446964 0.021823220533184248 -0.058930736217352279 -0.0024300825553750112 -0.011717416133765377 0.013576647011517074
leaf_weight=1.7142863863627158 0.38323275509173882 36.543871896143855 0.75845334772020478 2.3829728380660522 1.3552595945948267 1.1039935611188414 0.55869995652028603 0.33914442267268785 1.4566491890000182 0.6056706816307259 1.0268402920337383 4.0548314612824461 1.9798407917842267 0.6004717833420824 0.28159628779395518 0.40105494484305382 1.225961722615472 0.72876281195587356 0.28230271555366926 2.0171506309561669 0.21018275505366091 0.12268566996226582 0.66905351900152232 0.6290518733439967 1.0706344296540837 0.8747418973562161 0.41930821477058067 3.4743822229211219 0.84742614487186074 1.3975265072658656
leaf_count=422 17 3288 13 40 37 7 9 67 23 11 28 85 29 16 35 16 11 56 17 60 83 33 24 23 25 37 43 40 19 19
internal_value=-1.27269e-05 -0.000986247 0.00109039 0.000588995 -0.00920747 0.00189261 0.0142764 0.0297947 0.000942442 -0.000265192 0.0124217 0.000638356 -0.00467465 0.00317463 0.0142886 0.0573169 0.0011522 0.00258604 0.0229255 0.000807191 -0.013936 -0.0695097 0.00456883 0.0227567 0.00158496 -0.00169374 -0.00523334 -0.00908706 -0.0273457 0.000489108
internal_weight=69.516 36.9271 32.5889 31.8305 3.73823 28.0923 2.00184 0.897844 26.0904 23.6069 2.48349 23.0013 7.4322 15.5691 2.39694 0.682651 13.1721 12.5716 1.01107 11.5606 2.35002 0.332868 9.21056 1.29811 7.91245 6.68649 5.81175 4.74112 1.26673 5.45236
internal_count=4633 3305 1328 1315 77 1238 83 76 1155 1104 51 1093 133 960 473 51 487 471 73 398 176 116 222 47 175 164 127 102 62 104
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=31
num_cat=0
split_feature=2 2 1 3 1 2 1 4 4 2 3 3 0 0 3 4 4 2 4 3 0 0 1 0 0 0 1 3 2 0
split_gain=0.00702589 0.0621454 0.116304 0.047243 0.0438917 0.0374654 0.0888702 0.085043 0.0672643 0.0632912 0.123778 0.0882892 0.0715757 0.0480701 0.0313287 0.0590681 0.0298696 0.0261798 0.0377563 0.061891 0.0715399 0.120911 0.0329706 0.0975275 0.0680831 0.064307 0.0456392 0.0300177 0.138319 0.0347456
threshold=-1.0000000180025095e-35 0.048475000000000011 62.132955852800002 -0.04931 61.987779113750001 -0.031989999999999998 62.00390986255001 39.525197829750006 41.243661560350013 -0.025719999999999996 0.091385000000000022 0.087475000000000011 87.345316200150009 88.122280599850015 0.12672500000000003 41.909642283050012 42.527280425250005 0.067985000000000018 42.498713093000006 0.091885000000000022 103.09430392830002 96.631250582750013 62.057679025150001 88.350799540950007 91.437149474700007 85.732241321850012 66.439865777750015 -0.083149999999999988 0.26597500000000007 101.19356403005001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1 8 -8 -7 13 11 12 -11 -9 15 -15 -12 18 19 20 21 -3 25 -24 26 -19 -25 28 -26 -30
right_child=1 17 3 -5 -6 6 7 9 -10 10 16 -13 -14 14 -16 -17 -18 22 -20 -21 -22 -23 23 24 27 -27 -28 -29 29 -31
leaf_value=-0.00027817125249445348 -0.029209434202612097 0.015861015911919803 0.010613265763124139 -0.084106400088191216 0.0047514800980735664 0.011235167576666275 0.042544006019463738 -0.00952184670238981 0.073538274536610479 -0.10406037155676139 -0.077555268911813927 0.060071618003001828 0.012144398226638721 0.074031918815662554 -0.0003381181647336404 0.014622189003562939 -0.032221655843556588 -0.0017429932312438602 -0.0082655383229182141 -0.0035696667290377316 -0.0032029459251229882 0.08839524942312682 -0.065171744073046697 0.0093150666440044629 -0.087527166036745874 0.052103000052308772 0.07459593763888149 -0.003338855181061823 0.069216174518457393 -0.034111666686778334
leaf_weight=50.439847102137918 0.57719113986990622 0.60191231718692939 0.06327041389289445 0.31391320054200356 1.1171012538070497 0.34920087136288103 0.48324439185259427 1.0206186773243651 0.34398544558325739 0.079929954175895324 0.27248240988410544 0.22869355654984247 0.15735273323707588 0.23239595443010308 0.50491147115826607 0.59796886218828149 0.31148703409417067 0.74600189231409586 1.0297679552896726 1.096150227062141 0.49284464238434111 0.37175300903618336 0.256404261857483 0.26776244526263315 0.20235874511656682 0.3156374839018099 0.17847863218275961 6.5581248711030922 0.10805116457413533 0.046569788277651014
leaf_count=3320 57 34 14 116 13 16 37 13 33 13 21 24 36 11 3 66 22 54 67 26 36 20 36 24 56 20 32 343 13 57
internal_value=-5.51759e-06 -0.00197668 -0.0179979 -0.0682177 -0.00681792 0.000508331 0.00916584 0.00328636 0.0421523 -0.00228379 -0.0227037 0.0157334 -0.0269998 0.0068167 0.0193051 0.0312493 -0.0533745 0.000727682 0.00790694 0.0144056 0.0278413 0.0435552 -0.00224384 -0.00454472 -0.00243301 0.014266 0.0354248 -0.00487602 -0.0331155 0.0380952
internal_weight=69.3654 14.3433 2.07148 0.377184 1.69429 55.0221 4.58227 3.88909 0.693186 3.40584 1.04995 0.465976 0.237283 2.35589 1.33528 0.830365 0.583969 12.2718 3.59243 2.56266 1.46651 0.973665 8.67939 7.61775 7.36135 1.06164 0.446241 6.9151 0.35698 0.154621
internal_count=4633 1018 200 130 70 3615 295 246 49 209 116 73 49 93 80 77 43 818 183 116 90 54 635 561 525 74 56 469 126 70
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=31
num_cat=0
split_feature=0 4 1 4 4 0 4 2 1 2 3 0 4 4 4 2 4 3 1 1 3 3 2 0 2 2 4 0 2 1
split_gain=0.00672357 0.0549602 0.0937678 0.112985 0.0604317 0.153956 0.112348 0.142673 0.0801678 0.0424356 0.0708693 0.0362202 0.0445892 0.0350074 0.0609526 0.0301439 0.0629685 0.0270361 0.0365071 0.0238357 0.0237212 0.0226098 0.0216558 0.0203661 0.0728618 0.0637669 0.0538664 0.0271711 0.0449074 0.156833
threshold=85.799452775150016 42.759119507950011 61.950140699950005 48.109449608500007 41.362929270750008 85.705356740550016 42.686561923500008 -0.072755 61.966271448700006 -0.096559999999999993 0.096915000000000015 85.398872513700013 43.968221017800005 38.983591653800012 40.806664626150003 -0.081984999999999988 43.847983878700006 0.085910000000000028 61.998532946250002 62.041548276350007 -0.08138999999999999 0.08326500000000002 -0.55354000000000003 85.968825637350008 -0.08725999999999999 1.0000000180025095e-35 41.32819714970001 86.135510041400025 -0.083834999999999993 62.046925192600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 15 11 9 6 7 8 -6 10 20 12 -4 -11 -15 21 -17 18 -9 -14 -1 -3 -21 24 -2 26 -26 28 -25 -30
right_child=23 2 3 -5 5 -7 -8 17 -10 13 -12 -13 19 14 -16 16 -18 -19 -20 22 -22 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=0.040363391360012338 0.012138438637877239 -0.0011505347515607602 -0.10366656902075395 0.064385614924198628 0.042150673937757316 0.067407290490474656 0.079026951210943719 -0.1018222097445992 -0.014441890851806832 -0.0061718720310631582 -0.075513693197221426 -0.10186858545076119 0.1009174237072174 0.031829411478592008 -0.00130171766561703 -0.10441141259811351 0.051335644685854609 -0.10515514270810589 0.069746721912647608 0.10026690614931751 -0.012413873403116662 0.039091909520985561 -0.10243263514306802 5.2745338205624704e-05 -0.039994641760562458 0.0043688994446534884 -0.0067935189791206415 -0.00043181010953115007 0.063859788099421513 -0.0054851030900804204
leaf_weight=0.099136569043423051 1.3862478043592998 0.89392479138821535 0.042328144905923071 0.064262045547366142 0.42060651966312412 0.53038799541536708 0.17583417394780543 0.026015054118047831 0.61823741003172472 1.6213575108135891 0.1785965735107311 0.23191844568646047 0.026481606066226959 0.9814417846137079 1.2788524158531798 0.073120864364115579 0.040246831029534746 0.14951039821630729 0.023701545521362277 0.0078047499991953364 0.60410951076528008 0.16545478728949092 0.016233524471317651 2.3294672473607538 1.1578778834082184 1.0576447019120676 0.84549513446108893 52.841465586288059 0.55334247575956286 0.79431906505487859
leaf_count=201 33 143 31 3 35 16 9 47 38 62 30 72 1 33 35 51 39 30 5 1 72 21 62 42 22 9 27 3407 21 35
internal_value=-3.17343e-06 0.00267253 -0.0142227 -0.0567657 0.00660624 0.021463 0.00422827 -0.00639484 0.00847127 0.00054222 -0.0192601 -0.0807382 -0.027958 0.00504095 0.0130841 -0.000110087 -0.0491194 -0.0839123 -0.0200296 0.0354746 -0.00497386 0.00513456 -0.0366201 -0.000366113 -0.0068818 -0.0154955 -0.0259826 0.000146585 0.00845831 0.0229875
internal_weight=69.2354 8.26956 1.56178 0.389029 6.70779 1.94429 1.41391 1.23807 1.03884 4.76349 0.881843 0.324766 0.092848 3.88165 2.26029 1.17275 0.113368 0.199227 0.0497166 0.0505199 0.703246 1.05938 0.0240383 60.9659 4.44727 3.06102 2.00337 56.5186 3.67713 1.34766
internal_count=4633 1037 424 170 613 180 164 155 73 433 303 167 95 130 68 254 90 82 52 64 273 164 63 3596 91 58 49 3505 98 56
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=31
num_cat=0
split_feature=3 2 2 3 3 1 3 0 4 2 2 3 3 4 2 3 2 2 4 1 0 2 3 1 4 0 0 1 3 4
split_gain=0.00775308 0.0184012 0.0461755 0.0154255 0.0795809 0.0656054 0.051102 0.0267867 0.0255181 0.013527 0.0446809 0.032418 0.124657 0.0389493 0.0444482 0.0373364 0.0367848 0.0318187 0.21353 0.0294046 0.101522 0.187096 0.121256 0.164455 0.135815 0.0941104 0.0866751 0.0513007 0.04654 0.113237
threshold=0.18642000000000006 -0.088880000000000001 -0.14314999999999997 0.11636500000000001 0.11296500000000002 67.254468591300011 0.11071500000000002 86.103248543850015 39.525197829750006 0.15684000000000003 0.17437500000000003 0.091510000000000022 0.080545000000000019 35.887362732750006 0.63131000000000015 0.050735000000000009 0.26056000000000007 0.11061500000000003 42.154118731400011 80.538140213850014 97.886760529650019 -0.075639999999999999 0.089850000000000027 71.504920895500007 42.409092016550012 101.31992156225002 101.80384402570002 76.279622535200005 0.087700000000000014 41.976795488650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 9 -5 -9 17 -11 12 13 -12 15 16 -15 19 -19 20 -1 22 24 -24 27 -21 -23 -22 29 -29
right_child=1 -3 -4 7 5 -7 -8 8 -10 10 11 -13 -14 14 -16 -17 -18 18 -20 25 21 26 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00071054617609890667 -0.011796241313081754 0.001841165808133994 0.053163207170466603 -0.018627528776221841 0.06691690922892933 0.0024327160969689256 -0.023559182297649344 -0.017832860257568691 0.0036933278925557382 -0.053107695776979151 0.066141616978112841 0.0036110128509922465 -0.072501317940931606 -0.090350353608455766 0.048335715642294844 0.03001269462868893 -0.011741525926653222 0.092520727731367214 -0.082724765157065894 0.054055252672920877 0.0079325613557421973 -0.10457406295828452 0.0010051633975112343 -0.087224773250271836 -0.070034423011023139 0.0033057355929091859 -0.0044115624203883517 -0.03663532979497474 0.089688105315195832 0.10098963150129144
leaf_weight=49.953093552943955 0.20057366067578641 3.1478383425000533 0.2408038590809104 1.2120639408985869 0.323579528281697 0.30790191771166064 0.92296841076617298 0.7102582037164783 2.4513617324537336 0.19116703854148598 0.095475936074081225 2.0556252228931768 0.29266109248160888 0.09812317195974174 0.12079412722596317 0.098649075332559732 0.15134641109125369 0.20306740019833469 0.10573031446278947 0.41113288773408152 0.59863428614062353 0.33124017220006763 0.5088814366608857 0.36121707423018279 0.16789517904749107 3.2852652970710654 0.11687826488014252 0.13594236972147655 0.19299240825489505 0.10671834638924338
leaf_count=2424 29 92 19 42 16 29 45 37 49 31 46 87 103 18 28 17 36 31 87 35 17 64 3 74 103 977 29 51 9 5
internal_value=-3.05537e-06 0.00452232 0.0236439 -0.000250993 0.000159434 0.0354753 -0.000209149 -0.00598809 -0.00114253 0.000152556 -0.00627482 -0.00320104 -0.0195397 0.00792331 -0.00393059 -0.0220665 -0.0426605 0.000505779 0.0325178 0.000329791 -0.00027747 -0.0198595 -0.00718968 -0.0356231 0.0133894 0.00895036 -0.0784497 0.0269316 0.0530382 0.02389
internal_weight=69.0999 3.58922 0.441378 65.5107 61.137 0.631481 60.5055 4.37368 3.16162 59.5825 3.10384 2.91268 0.85705 0.564389 0.468913 0.348119 0.24947 56.4787 0.308798 56.1699 52.4735 2.5204 2.07228 0.870099 1.20218 3.6964 0.448118 1.03429 0.435653 0.242661
internal_count=4633 140 48 4493 4365 45 4320 128 86 4275 366 335 248 145 99 71 54 3909 118 3791 2779 355 262 77 185 1012 93 82 65 56
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=31
num_cat=0
split_feature=4 3 2 1 0 0 2 3 2 2 4 0 2 4 2 1 0 3 3 3 2 4 3 4 0 4 4 2 3 1
split_gain=0.00857045 0.0366374 0.0726649 0.189227 0.213227 0.105868 0.0705838 0.178199 0.110691 0.0883169 0.190183 0.0720416 0.208042 0.0629169 0.0433061 0.041805 0.0390653 0.0384204 0.162661 0.103987 0.0612027 0.0380113 0.0370605 0.0773479 0.136568 0.0626569 0.0732916 0.0591199 0.053947 0.0899825
threshold=41.559097512700014 0.08846500000000003 -0.025719999999999996 62.907231794400012 91.109157582800023 85.769879735700016 -0.08725999999999999 0.090235000000000024 -0.083330000000000001 -0.06828999999999999 42.546237522150008 86.474255765850003 -0.5340649999999999 42.580420142950011 -0.160525 62.165217350350012 102.11570516885001 1.0000000180025095e-35 0.050735000000000009 -0.15544999999999998 -0.26416999999999996 41.835830569250014 0.086555000000000021 43.182896969600009 89.980005167950011 42.527280425250005 41.935569238650011 -0.076544999999999988 0.085910000000000028 61.93938686740001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 6 5 -5 -4 7 -3 -8 10 15 -9 -13 -11 -14 -10 -6 19 -19 -2 -21 -20 28 25 -25 26 -24 -26 29 -23
right_child=1 2 3 4 16 -7 8 11 9 13 -12 12 14 -15 -16 -17 -18 18 21 20 -22 22 23 24 27 -27 -28 -29 -30 -31
leaf_value=0.00087641037458696062 -0.0021432735945314291 -0.092787346064143211 -0.00198322679292627 0.096184518505625954 -0.10139659105258102 -0.10540785276189069 0.026454542849557391 0.00052346681716652725 -0.10488415459350689 0.013951149670527983 -0.0019121363276402657 0.040750621582272294 -0.035690938018783584 -0.014881173744333013 -0.10484107997490717 -0.043323348931197145 0.013716658437609039 0.098934991542826325 -0.018429855054976456 0.080016837017468034 -0.075382624157558434 0.056668409151847135 0.0035890563824555058 0.099409583108022448 -0.048001676585559969 -0.0056041820833050001 0.06165155441565498 0.074700315361181394 -0.023282234718925664 0.0012505983530038027
leaf_weight=42.451565631053967 2.4345729992036653 0.27721585053677644 0.14007372668038343 0.18058206671753396 0.100326725882951 0.33730260973243276 1.4571244111430131 2.0398141230325568 0.26425221608951632 2.214290885029186 1.0693026517469659 0.2155962325156221 0.13808156914825498 1.1498761404377544 0.26318422689990995 0.18935825766470771 0.041748728364296994 0.17695153868589741 0.82033046666924647 0.027689750022545923 0.29913904498133881 0.30332451019785089 0.52312046031147463 0.257601387464092 0.13492872723509242 1.5265337291732519 0.37199943079713194 0.055385767949018949 0.84628732375063087 8.6032322727389197
leaf_count=2252 336 51 23 19 40 40 32 68 20 30 21 44 26 40 52 27 30 9 84 13 211 37 5 9 36 36 43 66 50 883
internal_value=-4.02985e-06 -0.00141662 -0.00616074 -0.0350774 0.0240784 -0.0750606 -0.00366731 -0.0164933 0.00226408 -0.00494851 -0.0249286 -0.00853221 -0.0384772 0.00409623 -0.0810455 -0.0791858 -0.0675707 0.0015021 0.00368277 -0.00925334 -0.0622168 0.00242893 0.00378455 0.013774 0.0519485 0.00671313 0.027719 -0.0122927 0.000845358 0.00313792
internal_weight=68.9108 26.4592 10.0781 0.800034 0.322658 0.477376 9.2781 2.93389 6.3442 4.88708 1.52291 2.65668 0.616862 3.36417 0.401266 0.45361 0.142075 16.3811 13.6197 2.7614 0.326829 13.4427 12.6224 2.86957 0.447916 2.42165 0.89512 0.190314 9.75284 8.90656
internal_count=4633 2381 563 152 89 63 411 241 170 138 68 190 122 70 78 47 70 1818 1258 560 224 1249 1165 195 111 84 48 102 970 920
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=31
num_cat=0
split_feature=4 1 0 1 3 3 0 1 2 3 3 2 0 3 3 1 3 1 4 0 1 2 2 2 2 3 2 1 0 0
split_gain=0.00703729 0.034514 0.230285 0.123438 0.0798738 0.0417915 0.140391 0.0954048 0.110268 0.0422052 0.0361652 0.100584 0.0431772 0.0623616 0.0345276 0.0622078 0.125769 0.0685266 0.0967817 0.0393621 0.0701207 0.0315907 0.0811527 0.0857091 0.0647927 0.0306498 0.0650745 0.165121 0.189799 0.102232
threshold=41.559097512700014 71.053259929650025 96.082805124100005 70.74946416085001 -0.089139999999999997 0.098510000000000028 97.722764583650005 75.981203682750007 -0.0309 0.09803000000000002 -0.097064999999999999 -0.033594999999999993 98.51854819030001 -0.22831499999999999 0.087700000000000014 76.871083323950003 0.092385000000000023 78.962703749400006 40.890797847750008 102.90611185915002 80.395651932950003 -0.051199999999999996 -0.054875 -0.58835000000000004 -0.038374999999999999 0.08846500000000003 -0.025719999999999996 62.907231794400012 91.109157582800023 85.769879735700016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 9 -7 -8 -9 10 11 12 -4 -14 21 -16 17 -17 19 -19 -21 22 23 -12 -23 -2 -27 29 -29 -28
right_child=25 2 5 -5 -6 6 7 8 -10 -11 14 -13 13 -15 15 16 -18 18 -20 20 -22 24 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0014933063300310151 0.0013717832487902466 -0.015750898955795987 0.099677613323810088 0.037234364730553186 -0.10181081865356706 -0.10761535489220116 0.042667500885743732 -0.0907172142743983 -0.005636478183127438 0.026105941558670666 0.03359918739031531 -0.068559610500450216 -0.063576313276052995 0.092990425645261734 -0.0016852868141852351 0.083150330597438052 -0.0062060396940787277 0.088235160607288241 -0.10403447767305891 0.101101297855691 -0.10046216714316025 0.015471873507411141 -0.0028776159389987486 -0.10321436023097619 -0.012797446022304643 -0.0033706007210962396 -0.0017848578074474313 0.095113616807453727 -0.065539493540789986 -0.10489922675232033
leaf_weight=28.054784011311817 16.306502176070129 0.1655789912911132 0.14186858478933573 1.0007773572086183 0.30930085302907073 0.15221110069251231 0.30725890205940221 0.18517383719535174 0.85884704258976186 0.64060165853275286 0.059398418075853998 0.074785072908304495 0.051134735634789763 0.050627973930978953 4.5902676720816089 0.37121823329925951 0.67930057344317341 0.10504520032554865 0.053590795593208895 0.031673654913902283 0.037924948439922446 1.1687236566940558 0.49795928224921238 0.19986205171012372 2.6471231051994821 9.1755031216457024 0.14007708342160086 0.16514691968450279 0.13257151640536335 0.30660849811101798
leaf_count=1097 1818 20 5 21 108 18 36 116 55 16 45 77 86 14 66 24 82 6 6 1 83 11 4 155 100 411 23 19 70 40
internal_value=-6.79761e-06 0.000789093 -0.00341362 0.00272436 -0.0718038 -0.000896913 -0.0165678 -0.00631206 -0.0207269 0.00116965 -0.000314874 0.0328841 0.0640233 0.0143172 -0.00132723 0.00374864 0.0232545 0.0566392 0.0135195 0.0495918 -0.00873257 -0.00784154 -0.0264993 -0.0718694 -0.00413907 -0.00129457 -0.00567757 -0.0341131 0.0235761 -0.0725634
internal_weight=68.6614 42.435 13.3795 29.0556 0.47488 12.9046 1.50349 1.35128 1.04402 11.4011 10.7605 0.318416 0.243631 0.101763 10.4421 5.86902 1.27875 0.599453 0.228235 0.174644 0.0695986 4.57307 0.75722 0.25926 3.81585 26.2264 9.91991 0.744404 0.297718 0.446686
internal_count=4633 2252 1134 1118 128 1006 225 207 171 781 765 182 105 100 583 268 202 120 96 90 84 315 204 200 111 2381 563 152 89 63
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=31
num_cat=0
split_feature=4 4 0 0 1 3 4 3 0 2 2 2 2 0 4 0 0 1 3 1 0 2 1 1 2 1 3 3 1 3
split_gain=0.00785326 0.0570125 0.0477818 0.104584 0.0436218 0.0726065 0.047798 0.0434995 0.110454 0.0640838 0.05325 0.0864751 0.0325055 0.0421082 0.0243673 0.0666893 0.0196541 0.0370488 0.0126508 0.0245525 0.0185658 0.0120801 0.00955997 0.104699 0.0867984 0.0754312 0.0373044 0.022925 0.0236058 0.0261106
threshold=37.041406607950009 36.558960102350007 89.861713010250014 89.576736448400013 65.571493801650021 0.10336500000000003 36.165040341950011 0.091275000000000023 96.631250582750013 -0.0025899999999999999 0.053690000000000009 0.12419000000000002 -0.09715 92.168410086200012 37.572218886150004 93.972365491700018 92.464140480550014 72.62331947780001 0.096915000000000015 61.076391807500009 83.479313408550013 -0.25447999999999998 61.076391807500009 58.309968391300011 -0.23557500000000001 57.027573863050009 0.079745000000000024 -0.25587999999999994 55.855406118200008 -0.55393499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 18 9 -9 -4 -11 -12 -3 -14 15 -2 -13 -18 19 20 21 -1 23 24 -16 26 27 28 29 -26
right_child=14 12 7 -5 -6 -7 -8 8 -10 10 11 16 13 -15 22 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.040781111553919898 0.054003940068677397 -0.084992553250648126 -0.0025261475443663392 0.091703532255171416 -0.050975280755149011 0.086958151661244418 0.096838517628043297 -0.073551232939601877 -0.0034760981443088751 0.10090366990297361 -0.10353509287183438 0.10066979012476196 0.0040925630975321113 -0.061834656262476112 -0.10121235441628647 -0.0028619569738082482 0.10028049230748477 -0.10083024879863976 -0.10239845166721953 -0.074215691991284416 0.10037701680282525 -0.10021107715232105 0.00015395176747668782 -0.10196600007207035 0.066048721382176961 0.071034663096492728 -0.10051370117830849 0.017834655669154053 -0.10072019089124931 -0.10099349884022397
leaf_weight=0.011883914337886381 0.31195138549082813 0.10562984546567833 1.2313407262959444 0.17281265230849385 0.12336381059139967 0.10202416442916729 0.028088994844438275 0.28130876747309219 1.1224006830636062 0.12022829779925759 0.045266551346031747 0.058087061624974012 0.23881148975806343 0.16301082765081176 0.068904312921901578 0.60852253936712941 0.019813808612525463 0.017036276584995846 0.031333772814832628 0.054288035452294992 0.019122263416647911 0.012436074033398969 62.831239244473963 0.10852394598362025 0.027112296760776644 0.17942201771802502 0.039012840308714658 0.24907725342375897 0.038045758381485939 0.014289536006931058
leaf_count=11 31 41 160 11 8 21 29 34 134 9 17 4 16 35 65 62 3 44 6 54 3 65 3460 72 18 22 26 122 11 39
internal_value=-9.20671e-06 -0.00433269 0.000269527 0.0271381 -0.00202929 0.0212681 -0.021378 -0.00488387 -0.0175194 0.00700578 0.0520734 0.0102002 -0.0356292 -0.0226527 0.000256218 0.0164101 0.0644298 0.00730437 -0.0471062 -0.0293786 0.0266525 -0.0313155 2.22629e-05 -0.0114 0.00455897 0.0178837 -0.00806315 0.0029155 -0.0438578 0.00839534
internal_weight=68.4344 3.95829 3.45084 0.555354 0.382541 0.259177 0.157153 2.89548 1.40371 1.49177 0.260432 0.140204 0.507452 0.401822 64.4761 0.920474 0.0949371 0.0368501 0.129064 0.0977303 0.0434423 0.02432 63.5556 0.724388 0.615864 0.54696 0.367538 0.328525 0.0794476 0.0414018
internal_count=4633 705 613 208 197 189 168 405 168 237 77 68 92 51 3928 93 51 47 139 133 79 76 3835 375 303 238 216 190 68 57
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=31
num_cat=0
split_feature=2 2 4 2 3 4 3 2 3 3 1 2 3 2 4 1 1 4 4 4 4 4 3 4 1 0 0 0 4 3
split_gain=0.00722571 0.0402276 0.109844 0.0393611 0.358271 0.122658 0.151072 0.0634239 0.106901 0.10546 0.190517 0.0581183 0.0434828 0.034048 0.0292112 0.155323 0.126411 0.0958366 0.0859082 0.0525344 0.0643409 0.0779036 0.0781166 0.0705636 0.0512778 0.1255 0.338685 0.0768814 0.254127 0.118256
threshold=-0.079369999999999996 -0.077085000000000001 41.772405911750006 -0.086139999999999994 0.096915000000000015 41.542492784600007 0.092015000000000027 -0.082654999999999992 0.083905000000000021 0.085345000000000018 61.917879202350001 -0.081844999999999987 0.10453000000000003 -0.08725999999999999 42.580420142950011 62.111448187750007 62.132955852800002 43.118479346150004 42.620627117000005 42.409092016550012 42.243697547450004 42.027798546600003 0.087795000000000026 41.873095646600007 63.910026677050006 86.866770652900016 87.261973998100004 93.501885318850015 40.099856909850011 0.080110000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 13 5 6 11 8 -7 -9 -11 -5 -6 -1 19 -16 -17 18 -18 20 21 23 -23 24 25 -3 -27 28 29 -26
right_child=1 14 -4 4 12 7 -8 9 -10 10 -12 -13 -14 -15 15 16 17 -19 -20 -21 -22 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=4.8509271816608527e-05 0.069554692976935298 0.0035624382927293844 0.0034119994835917853 -0.10446578231379584 -0.055150398768847045 -0.01353163959154504 -0.0014995857031572498 0.011225223860588853 0.034323938192757829 0.001112585547860575 -0.1037657625742394 -0.026718722403432121 -0.1125327360206146 0.025603245279739967 -0.082541100917444529 0.088777501102248815 -0.015429622932174493 0.0013612853904001619 -0.090494154720720005 0.019522318352330134 -0.02210871401790418 0.087526015968143064 0.010711799000689486 -0.029834218105781636 0.043660149982252927 -0.044859961720092309 0.091896817045987414 0.00050887845236488388 -0.096626075845672926 -0.018379255219786915
leaf_weight=25.920009114741422 0.31368646639336262 10.973697997042589 1.2580375882680526 0.27572318278310703 0.24062292574896549 0.68526315116469039 0.69126331992447376 1.390169059130131 1.4640968806122598 0.50368882715702046 0.26398322903901317 0.14762985011156959 0.29268786209149766 0.5320763722647851 0.25912637427655028 0.14572964259423349 0.47317324253526782 3.1279478686734308 0.22494292912385561 1.510348082126902 1.2174032580917913 0.20359891485713788 0.37853924137289141 0.74076676437914457 0.39580940851010327 0.27689250558614809 0.52340840775286779 12.142920250812514 0.36041132345803806 1.3731868663671774
leaf_count=2450 32 240 78 42 26 21 21 35 38 2 67 15 17 32 118 6 6 301 58 46 47 26 27 40 26 17 55 621 47 76
internal_value=-8.54637e-06 0.000968655 0.0166128 -0.00109106 -0.00843615 -0.00074347 -0.0303106 0.00690791 0.0190665 -0.00520292 -0.0349525 -0.0773542 -0.0866426 0.000562536 0.000252377 -0.0075279 -0.00263391 -0.00611565 -0.0396165 0.0013461 0.000385775 0.00138635 0.0375771 0.000599848 0.0014654 0.00635054 0.044581 -0.00256461 -0.0200911 -0.00449806
internal_weight=68.3068 35.8996 1.57172 32.4072 5.95513 5.42182 1.11462 4.3072 2.14936 2.15784 0.767672 0.423353 0.533311 26.4521 34.3279 4.23092 3.97179 3.82606 0.698116 30.097 28.5866 27.3692 0.582138 26.7871 26.0463 11.774 0.800301 14.2723 2.12941 1.769
internal_count=4633 1867 110 2766 284 241 78 163 59 104 69 57 43 2482 1757 489 371 365 64 1268 1222 1175 53 1122 1082 312 72 770 149 102
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=31
num_cat=0
split_feature=3 3 3 1 3 0 4 2 4 2 4 2 2 1 2 4 2 1 0 2 3 1 4 0 0 1 3 3 3 3
split_gain=0.00840449 0.0131209 0.0725413 0.0540623 0.0333581 0.0186727 0.0181179 0.0128374 0.0428137 0.0159741 0.0117906 0.0113602 0.0400241 0.0399623 0.030523 0.138822 0.0301019 0.0275908 0.094853 0.162814 0.105876 0.133047 0.112278 0.0788764 0.0755848 0.0462757 0.04373 0.0370792 0.0558621 0.0418549
threshold=0.18642000000000006 0.11636500000000001 0.11296500000000002 67.254468591300011 0.11071500000000002 86.103248543850015 39.525197829750006 -0.088880000000000001 40.300545846000013 -0.033594999999999993 41.976795488650005 0.15684000000000003 0.17437500000000003 61.821094709650005 0.09450500000000002 42.154118731400011 0.12616000000000002 80.538140213850014 97.886760529650019 -0.075639999999999999 0.089850000000000027 71.504920895500007 42.409092016550012 101.80384402570002 101.31992156225002 76.279622535200005 -0.17949499999999999 0.087700000000000014 0.083905000000000021 -0.15148999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 11 -3 -7 8 -2 -9 -11 14 -13 -14 17 16 -16 18 -1 20 22 -22 25 -21 -19 -20 -24 28 29 -27
right_child=7 5 3 -5 -6 6 -8 9 -10 10 -12 12 13 -15 15 -17 -18 24 19 23 21 -23 26 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00053081980282069206 -0.011030818298415642 -0.01612154207822666 0.064189610025955496 0.0043654920716735537 -0.019350680827388219 -0.015604251664047723 0.0026215494253902139 -0.0061558133495188102 0.052461369598539587 0.017736088500705582 0.0016283366243537416 -0.051002502707447654 0.052172622848398444 -0.005530203278907575 0.032179243054955356 -0.077130964971148797 0.097665224555085556 0.050028002181686737 0.0070967196717420999 -0.10417862946126671 -0.0025922826812269399 -0.084523503872064865 0.0096754233181204803 -0.0038204318279873571 0.0035951730714754437 0.032268946623738345 -0.10207784848657896 0.088479819546997338 0.068596785703820135 -0.10125834119704116
leaf_weight=49.199109680122454 0.21030616276108149 1.2119411232470145 0.30523913801880453 0.29905310156868836 0.89947300849951162 0.70456018074876459 2.4147949632188102 1.2671020266495678 0.21455361926928163 0.78354289346563954 1.0818969554966313 0.18484119293448786 0.12557196134093862 2.7148728229733941 0.14500248114697356 0.092889820301991222 0.13605644672588824 0.39265198333691964 0.59545669527778977 0.29771150033138738 0.4966092463582753 0.32984504186202912 0.051776805711597262 0.10626894105917017 3.2717254810130125 0.047858717279268603 0.10816436494826576 0.15954878172988174 0.12635147044488804 0.046075329754330596
leaf_count=2413 29 42 16 29 45 37 49 31 19 46 15 31 21 314 30 102 17 35 17 63 3 74 12 25 962 15 91 9 12 29
internal_value=-1.07653e-05 -0.000271888 0.000111008 0.0345838 -0.000238939 -0.0055877 -0.00149506 0.00472102 0.0210327 0.00250871 0.00839409 5.4272e-05 -0.00591341 -0.00297924 0.000378965 0.0288525 0.06388 0.000186174 -0.000409655 -0.0199688 -0.0080637 -0.0352917 0.0117584 -0.0777789 0.00857063 0.024494 -0.0659006 0.0517673 0.0251771 -0.0332272
internal_weight=68.0209 64.4635 60.1322 0.604292 59.5279 4.3313 3.11936 3.5574 0.42486 3.13254 1.86544 58.6284 3.02529 2.84044 55.6031 0.373949 0.281059 55.2292 51.5648 2.36567 1.96169 0.826454 1.13523 0.40398 3.66438 0.975291 0.159941 0.379834 0.220286 0.093934
internal_count=4633 4493 4365 45 4320 128 86 140 48 92 61 4275 366 335 3909 149 47 3760 2763 350 262 77 185 88 997 82 103 65 56 44
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=31
num_cat=0
split_feature=3 1 1 3 1 3 2 3 4 1 0 2 0 2 3 2 0 3 4 1 1 1 0 3 4 2 1 2 2 3
split_gain=0.00745323 0.0251206 0.00993422 0.0623202 0.0505487 0.0445641 0.0411809 0.0396107 0.13189 0.0828145 0.0697471 0.0355512 0.0297235 0.0308539 0.0994492 0.0553813 0.0727984 0.0526755 0.0305031 0.0480431 0.139622 0.0262611 0.131917 0.0446768 0.0289032 0.023616 0.0227693 0.0218486 0.105595 0.178401
threshold=0.42293500000000012 62.079186690200011 75.424692849750016 0.18642000000000006 75.629015667650023 0.13445500000000005 -0.091639999999999985 0.10646500000000002 40.574766824850009 75.806453904250006 96.978061681550017 0.011900000000000003 96.978061681550017 0.20852500000000004 0.094595000000000026 0.13747000000000004 85.307464937250003 0.075320000000000012 37.765550062200006 74.927328095600004 72.209296925700016 76.279622535200005 97.789976036950009 0.10602000000000002 37.232443001650005 -0.60414999999999985 65.036490633650018 -0.070854999999999987 -0.054875 0.10020000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 12 -7 9 11 -6 -11 -9 13 15 17 27 -17 -15 -14 20 -20 -12 -23 24 25 -24 -19 -1 29 -29
right_child=1 -3 3 -5 7 6 -8 8 -10 10 21 -13 18 14 -16 16 -18 26 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0013265349076863608 0.016109746952821913 -0.0026223913179312976 0.025163327656130486 0.06481857126079725 -0.10210021562335705 -0.0019680490826423751 -0.06247435886656675 -0.10758256656091783 0.064617581378373631 -0.10116469642500669 -0.010878846174765082 -0.024874275176728081 0.0041808101095954777 0.010893838815289797 0.063153204359001791 -0.0053461521427260695 -0.065864454004820966 -0.013998983056029826 -0.0095615934444976923 -0.0061315750876799581 -0.10474891330187819 0.073463012159358007 0.055909138187037237 0.062443968906621718 0.001656040458415416 -0.10048420637389273 -0.10232463300650643 0.0035029974054337151 -1.6039566109579262e-05 0.059745250789096517
leaf_weight=31.570002481116905 1.1938964985311096 1.7881435770456802 0.83379041488842354 0.15939491935089556 0.077549395929961906 0.22605184942949563 0.22389885643269636 0.14092068275011005 0.093072388041690601 0.065271892400289633 1.2055564572374349 0.082334854076123065 1.1352260837252282 0.31625779190289804 0.31426078591903206 0.6281570573329408 0.29078137407486793 0.048971688504025224 0.54400373594239715 1.6521975373289022 0.21500054391344747 0.27116772695080715 0.012138783737626113 0.12056582458986742 5.9007683056969995 0.047195108706798439 0.072238996065607353 1.7317141341736744 16.086666031807621 0.83638762270857103
leaf_count=1740 12 53 27 33 11 22 27 45 29 114 23 14 38 37 29 25 39 11 69 33 46 18 31 11 1136 255 40 60 566 39
internal_value=-1.10815e-05 0.00487725 -0.000235686 0.00284578 0.00172965 -0.000732417 -0.0320764 -0.000707659 -0.035389 0.000717063 0.00176308 -0.0770804 -0.000478038 0.00012725 0.0202393 -0.000168364 -0.0244961 -0.0105885 -0.00933532 -0.0156989 -0.036525 0.00265205 0.00522016 0.00217687 0.000957738 -0.0684886 -0.0666392 0.000276749 0.00299003 0.0218202
internal_weight=67.8836 2.98204 64.9015 9.00973 8.85033 55.8918 0.449951 8.01654 0.316328 7.70021 7.62266 0.223256 55.4419 51.8954 0.751729 51.1437 0.918938 0.437468 3.54643 2.4112 0.759004 7.55739 6.35184 6.08067 5.9601 0.0593339 0.121211 50.2248 18.6548 2.5681
internal_count=4633 65 4568 1747 1714 2821 49 1687 88 1599 1588 59 2772 2586 117 2469 64 88 186 148 115 1474 1451 1433 1422 286 51 2405 665 99
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=31
num_cat=0
split_feature=2 2 1 4 1 1 4 4 4 2 2 0 3 3 1 3 0 1 1 3 3 2 4 1 0 3 1 0 4 3
split_gain=0.00685778 0.0528171 0.0581749 0.0486619 0.0370427 0.0817275 0.0538508 0.0749978 0.0522566 0.0505771 0.0501202 0.0415917 0.0606119 0.0406543 0.0393029 0.0689753 0.0668144 0.0448273 0.0952094 0.0395442 0.0366461 0.0333061 0.0290723 0.0264263 0.0214001 0.0208779 0.0192045 0.100697 0.0508163 0.0402833
threshold=-0.16164499999999998 -0.18437499999999998 71.104340634100012 45.921757303800007 78.27445846800002 75.629015667650023 39.262923716450011 35.771221912400001 40.371455563000005 -0.58319500000000002 -0.61402999999999996 102.21786657775002 -0.15544999999999998 0.10487000000000003 74.927328095600004 0.093955000000000025 94.75470680765001 62.020040611300011 63.452988794850008 0.080545000000000019 0.091705000000000023 -0.23265499999999997 34.424709467050008 65.036490633650018 74.015940789350012 -0.10696499999999999 81.573196594050017 104.03526427400001 42.388109226950007 -0.222165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 13 9 -8 -6 -12 -13 22 15 16 17 21 -19 23 -21 -10 -1 -20 -23 -9 -2 -28 -29 -30
right_child=26 2 3 -5 10 -7 8 25 14 -11 11 12 -14 -15 -16 -17 -18 18 19 20 -22 24 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.10073185615139411 -6.8797938484615296e-05 0.093334825047439077 -0.10130050919997945 0.060971139286271563 -0.10045585120651618 -0.086734372311365507 0.078000604444579319 -0.023543379306000995 0.0027143519693394375 0.0056515536661942631 0.074721784457844054 0.059703053966642806 -0.10033929852032404 0.10021624082050583 0.045586793935785769 -0.049974051344899739 -0.076850101787779596 0.10081910483331116 -0.030489136116563814 -0.10234148012741572 0.051902495711658773 0.0044522919838329098 0.0098202755621298043 0.043469523006585215 -0.10121263450036427 -0.10133920820434644 -0.085007478745683471 -0.10034675296110629 -0.10124861573403271 0.024225566040689803
leaf_weight=0.030617385679972631 63.760924489681692 0.13175558045624569 0.035769961777077697 0.038232252920806786 0.025313773661139294 0.11037344021264051 0.18432671495247632 0.046724620466648048 0.88011090299170402 0.20308032948423749 0.18211748776047887 0.057511845611315948 0.040208176422467545 0.039561516779940575 0.17210629162849489 0.28083641249759228 0.095943474696923547 0.14871215634047985 0.06608346824941691 0.054692208359483629 0.021442018914967775 0.029847289257757925 0.10663210282518776 0.17965353548015628 0.053564205651582597 0.13181376791249022 0.16404882501652451 0.040988302430225332 0.027332952799611121 0.40052647143355102
leaf_count=85 2574 21 25 22 46 48 9 39 179 31 25 23 185 13 23 41 47 8 24 65 4 3 17 59 76 52 132 402 23 332
internal_value=-1.14637e-05 0.00440179 0.0534849 -0.017465 0.00118678 -0.00237522 0.00104073 -0.0352617 0.00648287 0.0400749 0.0342925 0.0464817 -0.00614846 0.0109027 -7.98364e-05 -0.00441999 0.00394134 0.00934639 0.0346448 0.00407069 -0.0589011 -0.00300933 -0.0148415 0.0235806 -0.0634024 -0.0809795 -0.000240854 -0.0175745 0.00602011 0.0162099
internal_weight=67.7409 3.34703 0.205758 0.0740022 3.14127 2.83612 2.72575 0.355349 2.3704 0.387407 0.305151 0.279838 0.09772 0.176811 1.98299 1.81089 1.53005 1.43411 0.470583 0.321871 0.0761342 0.963522 0.137249 0.245737 0.0834115 0.178538 64.3938 0.632897 0.468848 0.427859
internal_count=4633 1170 68 47 1102 823 775 206 569 40 279 233 208 115 529 506 465 418 160 152 69 258 102 83 79 91 3463 889 757 355
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=31
num_cat=0
split_feature=4 4 3 3 3 3 4 4 3 3 3 2 4 3 3 2 4 1 0 4 4 3 2 4 2 3 3 1 0 3
split_gain=0.00647548 0.092758 0.026785 0.106377 0.0828255 0.137005 0.0800502 0.069322 0.0831682 0.0762481 0.0573792 0.0569761 0.0218481 0.0200303 0.0789703 0.0240969 0.0200163 0.0150597 0.0379234 0.0359184 0.0382766 0.0202709 0.0388786 0.0291446 0.0169143 0.0288397 0.0150473 0.0307571 0.0877596 0.0293004
threshold=43.426369480700011 43.521589032450009 0.089505000000000015 0.085910000000000028 0.085715000000000027 0.083745000000000028 48.109449608500007 43.663128814500006 0.083395000000000011 0.08326500000000002 0.09557000000000003 -0.10434500000000001 43.930205408700004 0.082325000000000023 0.081515000000000018 0.17437500000000003 47.927946529500012 87.143681840350013 99.755238930300024 47.74983977685001 48.823707093150006 0.078385000000000024 -0.045684999999999996 46.095286511800005 -0.156745 0.074735000000000024 -0.55393499999999996 63.565904036300005 71.340924949550015 -0.23921499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 11 -3 9 13 12 -5 -4 14 15 17 -14 18 26 -20 -21 22 23 -19 25 -25 -9 28 29 -28
right_child=1 2 10 6 -6 -7 -8 8 -10 -11 -12 -13 16 -15 -16 -17 -18 21 19 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00029277076617151607 0.061057249677194614 0.068823738051587258 0.086861081571524112 0.015337565562965581 0.101526958685301 -0.10492830605146086 0.02701520793294214 0.037392902975707111 -0.10353617230869855 0.083068970533494491 2.7535397467406061e-05 -0.10503302523994516 -0.0058648347576561784 0.014683700791555699 -0.10444523085607056 0.042144782294170569 0.068110780574083166 0.099080956963416081 -0.10090353683269493 0.097075459218152235 -0.10030158161283181 0.070394938956343953 0.085710882165327656 0.064979394371571367 -0.1010356769835048 -0.10030003647790889 -0.033749981506181685 0.0021541549446910261 -0.086457915475447289 0.037840370016817018
leaf_weight=62.450369548998893 0.26465204502508655 0.1537606549388516 0.1182333129492007 0.048038127672043629 0.081384616507534591 0.12133100180341205 0.087739865265120898 0.088010143886552483 0.075621374894467297 0.11347586908959773 0.68114091943522226 0.21676402335401679 0.077393159832809033 0.68224779125011981 0.07689417542223953 0.12031250201698629 0.0693548083800124 0.014355728708324023 0.078120627475982363 0.023676644515944645 0.016794383972182914 0.061036408697646038 0.038851916154157951 0.022970506536239554 0.040953057861997877 0.01953620068343298 0.095397061428045049 1.3673998353455088 0.16087954417940864 0.14266663922768374
leaf_count=3349 32 27 10 9 5 106 14 25 11 9 56 114 32 82 14 23 13 4 85 7 55 50 19 16 53 44 30 210 66 63
internal_value=-1.14851e-05 0.00339352 0.000275465 -0.00334589 0.00179381 -0.000515828 -0.0557672 0.00321792 0.000103699 0.00258108 0.0153876 -0.0831964 0.054871 -0.000413387 -0.0047633 -0.00141756 0.0290969 -0.00383209 -0.0064688 -0.0612921 0.0151693 0.0224805 0.0010816 -0.0325328 -0.0551714 -0.0109835 -0.00296268 -0.00497344 -0.0294037 0.00915263
internal_weight=67.6094 5.15899 4.89434 3.94822 3.59568 3.51429 0.352542 3.39296 3.2392 3.16358 0.946122 0.264802 0.264981 3.0501 2.36786 2.29096 0.146748 2.17065 1.97294 0.118592 0.040471 0.197704 0.136667 0.0978155 0.0834598 0.0425067 1.85435 1.76634 0.398943 0.238064
internal_count=4633 1284 1252 1141 1004 999 137 893 866 855 111 123 55 846 764 750 45 727 541 147 62 186 136 117 113 60 394 369 159 93
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=31
num_cat=0
split_feature=4 4 0 3 1 0 1 3 3 2 0 3 3 0 0 0 3 1 3 1 4 1 2 0 0 0 1 2 2 2
split_gain=0.00662601 0.0303088 0.0565988 0.105478 0.0244663 0.201193 0.0994683 0.075513 0.0377268 0.081508 0.0368472 0.0539429 0.0283941 0.109152 0.080278 0.11433 0.0440963 0.0440111 0.102651 0.0522144 0.0786506 0.0414231 0.042893 0.0636371 0.034023 0.0338083 0.0630729 0.0275742 0.0786309 0.0716928
threshold=41.559097512700014 41.741384785950011 86.420486603250012 0.086075000000000026 71.053259929650025 96.082805124100005 70.74946416085001 -0.089139999999999997 -0.097064999999999999 -0.033594999999999993 98.51854819030001 -0.22831499999999999 0.098510000000000028 97.789976036950009 99.403050915200012 100.19345760555002 0.087700000000000014 76.621056717750008 0.092385000000000023 78.962703749400006 40.890797847750008 80.677940036650014 -0.027754999999999998 100.69082235970002 97.139369169350019 102.90611185915002 80.395651932950003 -0.051199999999999996 -0.054875 -0.58835000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 7 -1 -6 9 10 -7 -12 16 -14 -15 -16 27 24 19 -19 25 -17 23 -23 -18 -21 -27 28 29 -10
right_child=1 -3 3 -5 5 8 -8 -9 12 -11 11 -13 13 14 15 21 17 18 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013014461632218531 -4.6551281497917975e-05 -0.00055017399424938296 0.015953377222406438 -0.08801808786219395 -0.014930173353996044 0.099272970564929328 0.033977984132598144 -0.10161108841496261 0.030415601488982827 -0.061710871481694775 -0.059823133188423111 0.092255436327318585 -0.09666948275918158 0.041156882213425533 -0.10093915832679885 -0.055527027930475203 0.010558154683788535 0.081228587578828268 -0.0020791089706482966 0.086692822340130496 -0.10304001281110196 0.10330242318455157 -0.0069562050409757228 -0.044396585744067955 -0.005754804740176144 0.10099725701824235 -0.10041714298451117 -0.0037557175186852115 -0.0025798637872345219 -0.10294776252980425
leaf_weight=27.712670820904652 0.68894995859272856 24.639719169123669 0.16108951837600216 0.24747101008551908 0.1586155672557652 0.12804608105216175 0.96396767033996766 0.27431069592012036 0.051945372289806335 0.066629461259750111 0.046384717514044382 0.046913274851043241 0.14567418253864062 0.28791855548934087 0.14479131439293269 0.1346288738095609 2.3448314510751516 0.32242670827781672 0.70988941246668169 0.094981537200510502 0.043328778352588415 0.090974099934100994 0.569499655297662 0.042940283977142002 2.8114661923427775 0.028740473091602325 0.033869894989866367 3.8107117284993151 0.4981807298026979 0.17994222349583211
leaf_count=1097 44 2272 41 24 20 5 21 108 45 77 86 14 33 34 29 23 15 26 96 6 6 1 37 68 51 1 83 111 4 155
internal_value=-1.24502e-05 -0.00127443 -0.0175343 -0.0470236 0.000765615 -0.00282072 0.00239987 -0.0698529 -0.000523875 0.0352563 0.0644455 0.0166469 -0.00135841 -0.01468 -0.00528107 -0.0188849 0.000367903 0.00572236 0.0226928 0.0562943 0.0162811 -0.00470818 0.00501822 0.055942 0.00166353 0.0490876 -0.00796049 -0.00716659 -0.0249702 -0.0730729
internal_weight=67.4815 25.7372 1.09751 0.408561 41.7443 13.0676 28.6766 0.432926 12.6347 0.287974 0.221344 0.093298 12.3467 1.41643 1.27075 0.982834 10.9303 6.38953 1.23324 0.523347 0.200921 0.838043 0.703414 0.133914 5.1563 0.157592 0.0626104 4.54078 0.730068 0.231888
internal_count=4633 2381 109 65 2252 1134 1118 128 1006 182 105 100 824 225 192 158 599 284 218 122 96 129 106 69 66 90 84 315 204 200
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=31
num_cat=0
split_feature=2 4 4 2 3 3 3 4 3 0 0 4 1 3 3 0 2 3 3 3 2 0 1 0 2 1 0 4 1 2
split_gain=0.00643718 0.0417828 0.101652 0.0693201 0.045344 0.128806 0.0444706 0.0509439 0.0447129 0.043827 0.0699954 0.0422494 0.0514041 0.0298848 0.0295368 0.0952749 0.0413448 0.0344745 0.0304027 0.0936611 0.0671934 0.0578461 0.0473812 0.0761476 0.0291222 0.0261284 0.0446766 0.0186519 0.0183378 0.0172575
threshold=-0.14008999999999996 40.250747516500006 40.099856909850011 -0.14174999999999999 0.12140000000000002 0.10336500000000003 0.11636500000000001 39.955516828000007 0.096095000000000028 86.162394622750014 86.624809421150005 39.788107623550012 83.116371560950014 0.084365000000000009 0.093745000000000023 87.261973998100004 -0.16533 0.096095000000000028 0.08574500000000003 0.085715000000000027 -0.24150999999999997 86.393602021950016 62.095317438950012 94.300357383600002 -0.23265499999999997 63.910026677050006 86.474255765850003 38.804629908750009 66.235542959850008 -0.11051999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 14 7 8 9 -1 -11 12 13 24 18 -16 17 -17 19 20 25 -20 -23 -24 28 26 -3 -10 -12 -2
right_child=29 3 -4 -5 -6 -7 -8 -9 27 10 11 -13 -14 -15 15 16 -18 -19 21 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.082107451224180103 -0.0055071370405085215 -0.10100789022838018 -0.10565566297361773 0.087716847951372426 -0.051199761160023255 0.077376123300565147 0.053409987877742995 0.011766982889638315 -0.035145635670825848 0.094691544473216704 -0.036561059969734341 0.072277318764848678 0.068613734031610862 -0.08494881801766628 -0.10661533253273368 -0.020801987425606905 -0.048895408971700555 0.055744154292074424 -0.0074995276801229282 -0.11525751276028487 0.0067848696632818901 0.014235592716017926 0.096538918898780288 0.0048354811012589795 -0.075331581649134421 -0.10122862684399198 0.10071677507438966 -0.10650428585716075 0.039112688382406821 0.00021770082524136865
leaf_weight=0.082327498196472559 5.8215888558095861 0.023287204610412338 0.10648621994744178 0.1055752463871612 0.13562513061333437 0.24923982142237822 0.12185411659049794 0.59311809969949536 0.063324385064625233 0.06341196910943836 0.056274067203048395 0.045621237517934787 0.04610910634616161 0.11517378784333232 0.10047841540654179 0.096151046123168271 0.10476706524059409 0.15161217096473933 0.58247784190098151 0.069454929514904395 2.1551240490557015 0.56404675543308258 0.22724589316931088 0.15053007614309877 0.065203640302400112 0.082769902823883967 0.020772282034158707 0.086890406578106649 0.074306452684879787 55.14091359061856
leaf_count=167 302 74 13 9 22 33 30 11 37 4 8 7 120 58 9 21 15 41 22 2 581 3 17 37 28 194 1 12 42 2713
internal_value=-1.36187e-05 0.0030192 -0.0114362 0.00757884 0.0057839 0.00747208 -0.0043387 -0.00978624 -0.028084 -0.0148441 -0.00296333 -0.0183412 -0.0299192 -0.0445298 0.00344713 -0.0207144 0.00376913 0.0260384 0.00627123 -0.000859793 0.00262209 0.0172717 0.0325916 0.0599984 -0.0207525 -0.0681132 -0.0059028 -0.0764224 0.00650086 -0.00032899
internal_weight=67.3018 6.33926 1.5201 4.81916 4.71358 4.57796 1.41361 1.29176 0.698643 0.548428 0.4661 0.402688 0.357067 0.310958 4.32872 0.453009 0.35253 0.247763 3.87571 2.35141 2.28195 1.5243 0.941823 0.377776 0.195784 0.126829 0.0440595 0.150215 0.130581 60.9625
internal_count=4633 1618 537 1081 1072 1050 524 494 483 434 267 263 256 136 1017 86 77 62 931 852 850 79 57 54 78 269 75 49 50 3015
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=31
num_cat=0
split_feature=2 3 3 4 4 2 3 3 4 1 3 2 3 0 2 4 2 0 3 1 1 3 2 2 3 1 0 4 4 0
split_gain=0.00697623 0.0448111 0.0642034 0.0552332 0.0699969 0.0401675 0.0394391 0.0527176 0.0335828 0.0585047 0.0391391 0.045505 0.0339267 0.0321625 0.0259607 0.0303111 0.0239888 0.0230871 0.0540472 0.0417812 0.078827 0.0430365 0.0381217 0.0280676 0.0272244 0.0245977 0.0224221 0.0202228 0.0200739 0.0304074
threshold=-0.16164499999999998 0.42293500000000012 0.25799500000000009 39.788107623550012 40.371455563000005 -0.18437499999999998 0.098950000000000024 0.093955000000000025 35.771221912400001 78.290589216800015 0.084365000000000009 -0.26416999999999996 0.10487000000000003 94.985914206850012 -0.58835000000000004 34.424709467050008 -0.21563499999999999 95.550490414250007 -0.15849499999999997 62.020040611300011 63.452988794850008 0.080545000000000019 -0.59614999999999996 -0.23265499999999997 0.09117500000000002 65.036490633650018 87.525442894850016 41.772405911750006 42.580420142950011 74.015940789350012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 6 7 17 12 10 11 -10 14 -7 -1 16 -16 19 -19 23 -21 25 -20 -6 -23 -22 -13 -9 29 -25
right_child=-2 -3 -4 4 5 13 -8 27 9 -11 -12 26 -14 -15 15 -17 -18 18 22 20 21 24 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.10176417398866647 -0.00023843160414014692 0.076371567161547527 -0.10182399752313964 0.070663698723859608 0.0027809826843414082 0.10031830647909448 0.047498069791590686 -0.01620211790349416 0.064827315541028593 0.036003623201828427 -0.10110641681976583 -0.10279753489827426 0.099909316335463627 0.010310041773410751 -0.10072460147883724 0.044011423672465202 0.074060033323760446 0.027737956213719085 -0.0051133422473396643 0.10071690671132452 -0.02636769867529103 -0.10183412586711349 -0.10211368693193981 0.10053393986764869 0.033568640715666065 0.044288159569531124 -0.0052226381291678829 -0.075442438694163214 -0.10135389000831206 -0.10170099735379182
leaf_weight=0.025792805483064285 64.037256220439417 0.084625820170913246 0.057762587966862955 0.18184800793221745 0.87257660806681669 0.078318669693543064 0.17874527076240543 0.11277904524740723 0.03940644519207126 0.074459281862745641 0.13961819934166897 0.057120667175695417 0.034187050215905401 0.080509649613759393 0.03310197073781751 0.0823495278594919 0.010294414157561937 0.12729601517594347 0.072816718937019687 0.12903834786266088 0.065083389519713819 0.048987209847837221 0.091336422657462779 0.015530070289969888 0.021308249910362065 0.20281143929742029 0.040071990130400081 0.11782923872249285 0.046659597567213495 0.014262835731642554
leaf_count=38 3463 12 10 28 179 14 42 15 16 82 55 41 16 32 99 19 19 33 22 8 24 66 94 1 5 79 14 29 17 61
internal_value=-1.28942e-05 0.00459182 0.00260144 0.00461601 0.0109612 0.0061908 0.00255199 -0.00159279 -0.0244568 -0.0426662 -0.063873 -0.0258167 0.00992519 0.0546934 -0.0103752 0.00837039 -0.0592625 0.00446754 -0.0211636 0.00974212 0.0342212 0.00884935 -0.0590853 -0.00230947 -0.0607903 0.0271228 -0.0625679 -0.0464709 -0.0604084 0.00371748
internal_weight=67.1738 3.13653 3.0519 2.99414 2.45774 2.27589 2.11706 1.93832 0.536402 0.350677 0.276217 0.136599 0.185726 0.158828 0.151539 0.125746 0.0433964 1.70771 0.291449 1.41626 0.467229 0.33819 0.164153 0.949029 0.0702955 0.267895 0.0971927 0.230608 0.0764525 0.0297929
internal_count=4633 1170 1158 1148 749 721 675 633 399 208 126 71 191 46 175 137 118 589 149 440 182 174 116 258 71 103 55 44 79 62
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=31
num_cat=0
split_feature=3 2 3 2 1 4 0 0 3 0 0 4 2 2 4 1 4 1 0 1 1 4 4 2 4 0 3 2 4 2
split_gain=0.00661019 0.0136291 0.0749505 0.0409632 0.0524826 0.0474764 0.0594055 0.0431638 0.0239744 0.0201342 0.0380708 0.018865 0.0172535 0.0553685 0.0382009 0.0705284 0.068285 0.057142 0.0427529 0.0506346 0.038583 0.034066 0.0188776 0.0553561 0.0623879 0.027257 0.0243878 0.0169975 0.0156283 0.0395061
threshold=0.18642000000000006 -0.58319500000000002 0.096095000000000028 -0.25224999999999992 62.068432857650002 35.476804824450006 100.01333091085002 86.264556031700025 0.092385000000000023 86.624809421150005 86.474255765850003 38.804629908750009 -0.16533 -0.18437499999999998 44.202975721700007 62.084563606450011 38.983591653800012 61.86411003975001 86.420486603250012 74.927328095600004 68.20618276945001 42.686561923500008 34.424709467050008 0.23643500000000003 31.914316944300001 93.308316333500017 0.088565000000000019 -0.102645 37.041406607950009 -0.043559999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 7 -6 9 11 -1 10 -7 -3 13 14 15 17 20 -5 -16 -20 -17 -18 23 24 26 -26 -14 -27 29 -24
right_child=-2 3 -4 12 5 6 -8 -9 -10 -11 -12 -13 22 -15 18 16 21 -19 19 -21 -22 -23 28 -25 25 27 -28 -29 -30 -31
leaf_value=0.0045113821884665483 0.0042246945309740739 0.045741303347678147 0.055390399255512729 0.047823160825182447 0.063622901664772108 -0.10260104951498383 0.044304711739231839 0.10091446007065837 -0.036743866684324736 -0.088692772841338516 0.10058600916251342 -0.10041866602230738 0.023611965923533929 0.08336289192595156 0.0052954430022991751 -0.10104367942794777 0.094038563383238502 -0.10132927055689121 -0.10174546473175794 0.0031069463709897465 0.026115410184709087 0.028740090857538609 -0.021979952833542423 -0.073761263415304437 0.084557591333659296 0.073744203733715236 -0.10284617575509761 -0.0081348243024557641 -0.00023021314268765778 0.0011704188011765902
leaf_weight=0.6632122762914594 3.4899863375268287 0.014646590936638115 0.28103000842338588 0.040752153648653922 0.034427343432884783 0.020116071680831737 0.046619909609376009 0.048871872946619987 0.17884556665944729 0.23481074753169651 0.01702672615647316 0.022239600129978498 0.025360383838477385 0.098404758590999175 0.45177645191380833 0.042769985971363056 0.18347381359217252 0.069476934636298893 0.09671944773526775 0.087925135252135078 0.053974528843696135 0.14151919394961965 1.1755101731714801 0.052586648648642154 0.15714458540242049 0.038661599700169802 0.038254199723386506 0.073655723562964681 57.21780712207719 1.976659679216447
leaf_count=142 140 16 51 86 24 73 72 2 32 91 1 56 28 34 117 29 28 105 79 23 24 28 139 50 26 17 22 37 2965 96
internal_value=-1.26314e-05 -0.000245208 0.0106732 -0.000441526 -0.0308891 -0.047936 -0.0599919 0.0392798 -0.00425086 -0.077871 -0.00945754 -0.0423822 -0.000226134 0.0113245 0.00525719 0.0250348 0.0436499 -0.046187 -0.0112743 -0.0518162 -0.0301006 0.0656041 -0.000466971 0.021587 0.0366407 0.0576692 -0.0524328 0.0200494 -0.000607859 -0.00746284
internal_weight=67.0743 63.5843 1.12309 62.4612 0.438759 0.353001 0.318573 0.0857581 0.842058 0.271954 0.0371428 0.0368862 62.0224 1.26679 1.16839 0.531967 0.421738 0.110229 0.636421 0.184645 0.0967445 0.324993 60.7556 0.385663 0.333076 0.269462 0.0636146 0.112317 60.37 3.15217
internal_count=4633 4493 225 4268 335 261 237 74 174 165 74 72 3933 553 519 300 109 191 219 102 53 56 3380 180 130 80 50 54 3200 235
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=31
num_cat=0
split_feature=3 3 1 2 4 3 1 1 1 0 4 2 3 3 3 4 3 2 4 4 2 4 2 4 0 1 3 4 0 3
split_gain=0.00680509 0.0450158 0.131681 0.0283292 0.0228977 0.0224716 0.0705509 0.035613 0.036075 0.0203164 0.0172141 0.0328229 0.0130374 0.0506005 0.0412213 0.116062 0.0618459 0.0603147 0.0595441 0.0435475 0.0425761 0.035461 0.0321849 0.0286444 0.0282731 0.0287927 0.0745592 0.0252317 0.0373108 0.0199753
threshold=-0.25098999999999999 -0.26568999999999993 73.448676123850007 -0.15397999999999998 35.887362732750006 -0.27651499999999996 61.944763783650011 57.027573863050009 55.855406118200008 86.624809421150005 34.515670600900002 -0.074029999999999999 -0.10696499999999999 -0.12193999999999999 -1.0000000180025095e-35 41.444941515100005 0.075320000000000012 -0.038374999999999999 41.559097512700014 42.431220712750012 0.011900000000000003 47.309807198350008 -0.25224999999999992 40.250747516500006 85.662341410450011 55.887667615750004 -0.24212500000000001 38.911218973650008 90.189704902150012 0.079025000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 10 6 7 8 -6 -7 11 -1 13 24 15 17 18 -14 -16 -20 -19 -21 -17 27 25 26 -2 28 -15 -18
right_child=12 2 -4 -5 5 9 -8 -9 -10 -11 -12 -13 14 23 16 22 29 20 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10074659768107204 0.10113349532603105 -0.038565037999882798 0.056419734810181602 -0.10542519272635054 0.050891636762330252 -0.0087251498555943555 -0.087738289547195245 0.059295342662380492 -0.10064953415071783 0.016986458297822731 0.090905133688612597 0.068563042929771265 0.0012621557443952024 0.090873759296929368 -0.028447056368871262 0.015468770236931354 0.0096782702334056205 -0.071051020402030332 0.1007525458915785 -0.024483182041830111 -0.0080162143647170316 0.086976871203670716 -0.10258995048532626 -0.0076235923703240815 0.0009318846480803445 0.067154848783616425 -0.10241177319710251 0.098499866362270219 -0.05143734743120329 -0.00029997689718664917
leaf_weight=0.018007855336612977 0.032578594982624054 0.11268689199164328 0.10564103848508921 0.14480924047703148 0.026500409333811592 0.61902424507582032 0.11326437416101953 0.085251258113203221 0.038575733976131232 0.61031035414225698 0.04815875432905159 0.03144340431681758 1.8687212240039845 0.03883302193751248 0.090888589901502281 0.026723364475401468 2.0813663958230313 0.2197916004806536 0.15114957563218923 0.071681906597348188 0.20908831296196695 0.047430910444745678 0.16991767268217461 0.066463035004886706 4.0370936191034517 0.13089245418797191 0.040205018408414506 0.11309308279305696 0.03505194632342068 55.58765110787391
leaf_count=63 1 30 44 17 59 26 47 16 18 61 16 10 103 33 31 18 332 6 21 31 41 21 132 37 280 86 46 6 15 2986
internal_value=-1.14171e-05 -0.00582658 -0.0375948 -0.0761655 0.00142646 -0.00164152 -0.0281367 0.0167702 -0.0389387 0.00403953 0.0483506 0.00690832 0.000163316 0.00535987 -0.000222551 -0.0128105 0.0003185 -0.00649978 0.0415715 0.0651186 -0.0403202 0.0199004 -0.0865459 0.0487644 0.00276589 0.0391179 -0.0113031 0.068808 0.0233596 6.01539e-05
internal_weight=66.9723 1.95367 0.363137 0.257496 1.59054 1.49293 0.263592 0.150327 0.0650761 1.22933 0.09761 0.0494513 65.0186 4.49421 60.5244 2.49424 58.0302 2.2976 0.361151 0.270262 0.42888 0.119113 0.196641 0.253441 4.24077 0.203676 0.0727836 0.186978 0.073885 57.669
internal_count=4633 407 91 47 316 227 140 93 77 87 89 73 4226 504 3722 300 3422 150 104 73 47 52 150 91 413 133 47 54 48 3318
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=31
num_cat=0
split_feature=4 3 1 0 2 3 2 3 3 3 2 0 0 0 0 4 1 3 1 2 0 4 1 3 0 2 1 1 2 4
split_gain=0.00725339 0.0235343 0.0510866 0.14426 0.226136 0.0805136 0.142855 0.0319979 0.0963938 0.0823111 0.03955 0.038671 0.166016 0.0607996 0.0797312 0.0744886 0.0504831 0.0374943 0.0644034 0.0980396 0.0378012 0.0665758 0.0367632 0.0307621 0.109836 0.0303942 0.151241 0.182219 0.0965318 0.0589428
threshold=41.559097512700014 0.08846500000000003 80.13218303615001 90.767723400200012 -0.160525 0.090235000000000024 -0.086800000000000002 -1.0000000180025095e-35 0.072890000000000024 -0.10696499999999999 -0.25572 86.474255765850003 86.393602021950016 86.264556031700025 86.135510041400025 42.620627117000005 62.425997789000007 0.08759500000000002 61.966271448700006 -0.102645 85.990333302400003 48.109449608500007 62.036171360100006 0.086555000000000021 86.866770652900016 -0.083330000000000001 62.084563606450011 61.993156030000002 -0.08725999999999999 42.498713093000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 5 -5 6 -3 9 -9 -2 -11 12 13 14 15 22 23 18 -17 20 21 -20 -10 24 -13 28 27 -27 -7 -28
right_child=1 2 -4 4 -6 25 -8 8 11 10 -12 16 -14 -15 -16 17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.00080789806776416888 -0.0046973169818604176 -0.10605418936909633 0.020367332982108799 0.025147403733852471 -0.10221217839798991 -0.006515033232021252 -0.0015008654811494763 0.068855578965538483 0.013003148114691492 0.047789399860643865 -0.1014787965394529 -0.0058509814597272969 0.078880110181864097 -0.02280060325246 0.065834818094981304 0.0041380228254702172 0.0034824862446495249 0.018717839824088138 -0.080857658188644599 -0.084404524708576775 0.10073606834470866 0.10110272019192829 0.10057952261436603 0.0050982385511671707 -0.059152497440330611 -0.013639834054921078 0.019417363759618111 -0.10418515561764052 0.028879774823953583 -0.007605322888983585
leaf_weight=41.329473565874821 2.4636043770063023 0.20867702385294251 0.72184536616619333 0.22210498970889603 0.37446140941028794 2.2054307117850844 0.34964969808788193 0.2188003361965255 0.0831459423334312 0.020572601901221788 0.12939977950613268 1.6575276390649367 0.32798769883811463 0.66203989787027229 0.24263305729255069 0.78825140942603844 6.9059327974316034 0.6054066959877672 0.054945489217062105 0.23933527172357516 0.042646564543247223 0.031713541597127914 0.11318369126843209 0.76071543153375376 0.50420487066730846 0.80558076016132207 1.4171733516031966 0.30694666074850829 1.1843052697367937 1.875321246895737
leaf_count=2252 413 34 91 45 122 84 17 33 21 10 137 67 14 6 8 43 885 8 69 43 2 1 24 10 24 35 25 42 20 48
internal_value=-1.06621e-05 -0.00133613 -0.00522368 -0.00728776 -0.0547955 -0.00389482 -0.0405781 0.00103571 0.00303196 -0.00907588 -0.0810028 0.00192577 0.01149 0.00377056 0.011762 0.00506347 -0.00117975 -0.00144565 -0.0119973 -0.0464988 0.0236618 -0.0142679 0.0634908 -0.0121969 -0.0182831 -0.00126725 -0.00674501 -0.0386213 0.0058512 0.00402593
internal_weight=66.853 25.5235 9.6715 8.94965 0.596566 8.35308 0.558327 15.852 13.2385 2.61358 0.149972 13.0197 3.19129 2.8633 2.20126 1.95863 9.82838 1.7623 1.15689 0.368641 0.129306 0.086659 0.19633 2.92245 2.16173 7.79476 4.40502 1.11253 3.38974 3.29249
internal_count=4633 2381 563 472 167 305 51 1818 1258 560 147 1225 239 225 219 211 986 166 158 115 72 70 45 101 91 254 150 77 104 73
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=31
num_cat=0
split_feature=0 4 1 4 4 4 1 0 0 2 3 4 4 0 4 1 1 2 4 1 3 2 0 0 2 4 4 2 2 1
split_gain=0.00720389 0.0430113 0.0752236 0.0843669 0.0524732 0.120756 0.0694545 0.0647848 0.0799959 0.0363986 0.0840508 0.0336562 0.0447725 0.0327494 0.0394958 0.0254878 0.0250842 0.022997 0.0656685 0.0205706 0.0185744 0.0182257 0.0180546 0.047508 0.0455967 0.0376167 0.0434714 0.0194766 0.145301 0.166137
threshold=85.799452775150016 42.759119507950011 61.950140699950005 48.109449608500007 41.362929270750008 41.559097512700014 62.025417527550012 85.431134011250023 84.546631286350006 -0.098419999999999994 0.096915000000000015 38.983591653800012 40.806664626150003 85.398872513700013 43.968221017800005 57.772276765200012 62.095317438950012 -0.081984999999999988 43.847983878700006 62.041548276350007 0.08326500000000002 -0.55354000000000003 85.990333302400003 86.036037090600004 -0.071969999999999992 40.518963363600001 41.489621506400006 -0.06828999999999999 -0.054875 62.084563606450011
decision_type=2 2 2 2 2 2 2 2 2 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 17 13 9 -6 7 8 15 10 -1 -11 -13 14 -4 -7 -8 20 -19 -16 -3 -21 24 -24 25 -2 -27 -25 29 -29
right_child=22 2 3 -5 5 6 16 -9 -10 11 -12 12 -14 -15 19 -17 -18 18 -20 21 -22 -23 23 27 -26 26 -28 28 -30 -31
leaf_value=-0.0033331350250415865 0.014571531776928241 -0.0013392421861453236 -0.10314201595620563 0.058288544555954974 0.079703845459062395 0.020091484687924557 0.021665899930101255 -0.01505420116623981 0.076193373006568824 -0.0061896060845983295 -0.085969410370890384 0.029155654548157908 0.00050343049255939477 -0.10148416319861071 0.10082916684696397 -0.10088044489560782 0.074194939963104875 -0.10436435374164976 0.056331085457207102 0.10022590791058637 0.037576595515168162 -0.10207446654602054 0.023459092363246097 -0.0020269170156593003 -0.019274715463259151 -0.026548610610061796 0.0037885957048905262 0.10191373994134455 -2.6442560869156714e-06 0.015463277055030986
leaf_weight=0.67478170024343898 1.2343711527792041 0.83829578298055185 0.035796917275661033 0.054154832847416401 0.29102864997548739 0.0306871674536493 0.18435067927384796 0.90716553193487925 0.18638909188302932 1.6304655108442689 0.15054366362892324 0.95038649562047828 1.2797554658100123 0.18717100097819639 0.023975888267159462 0.040274424985000223 0.17935003648221937 0.067869869762860691 0.040668218497494024 0.0066111693158745757 0.14366771129425615 0.013644680428114953 0.85953020759552501 28.338300002003713 1.72936212758941 0.75612066612666273 1.2585145547054706 0.28419335465878504 23.21855454210489 1.0206323919272788
leaf_count=271 15 143 31 3 14 48 13 46 10 66 28 33 35 72 1 19 30 51 39 1 21 62 18 2198 41 24 38 13 1146 103
internal_value=-1.40715e-05 0.00281751 -0.0130039 -0.0555248 0.00625131 0.0206655 0.00942248 -0.0024915 0.0417922 0.000655191 -0.0184064 0.00473021 0.0127137 -0.078592 -0.0250518 -0.0485664 0.0475693 -0.000473587 -0.0441533 0.0381469 0.0043544 -0.036047 -0.000395977 0.000137907 -0.00615708 0.000825092 -0.00759738 -0.000241295 0.0018221 0.0342923
internal_weight=66.6166 7.91703 1.41186 0.321354 6.50518 1.81925 1.52822 1.16452 0.257351 4.68593 0.825325 3.86061 2.23014 0.2672 0.0800287 0.0709616 0.363701 1.0905 0.108538 0.0442317 0.981963 0.0202558 58.6996 53.7212 4.97837 3.24901 2.01464 52.8617 24.5234 1.30483
internal_count=4633 1037 424 170 613 180 166 123 77 433 299 134 68 167 95 67 43 254 90 64 164 63 3596 3478 118 77 62 3460 1262 116
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=31
num_cat=0
split_feature=0 4 1 4 3 0 0 4 2 0 0 3 1 0 3 0 4 1 2 4 2 2 1 0 2 2 3 0 0 2
split_gain=0.00587832 0.0358875 0.0684803 0.0759524 0.0460689 0.169914 0.0886033 0.0944863 0.0387814 0.0582666 0.0300601 0.0577492 0.0818898 0.103532 0.0297954 0.0296132 0.0356365 0.0294664 0.0201406 0.058761 0.0198415 0.0241881 0.0185964 0.017804 0.0386529 0.0164674 0.0152812 0.0146175 0.0390432 0.0373866
threshold=85.799452775150016 42.759119507950011 61.950140699950005 48.109449608500007 0.089505000000000015 85.705356740550016 85.683849075550015 42.546237522150008 -0.017745 85.562868459650019 85.662341410450011 0.099855000000000027 61.86411003975001 84.546631286350006 -0.08138999999999999 85.398872513700013 43.968221017800005 61.076391807500009 -0.081984999999999988 43.847983878700006 -0.105535 -0.22386500000000001 62.041548276350007 85.121961326250016 -0.016014999999999998 -0.55354000000000003 0.08326500000000002 85.990333302400003 86.036037090600004 -0.08725999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 18 15 5 6 7 8 9 14 11 12 13 -6 20 16 -4 -16 26 -20 21 -1 -18 24 -10 -24 -3 29 -29 -2
right_child=27 2 3 -5 10 -7 -8 -9 23 -11 -12 -13 -14 -15 17 -17 22 -19 19 -21 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.038760637037748076 0.0083642984139170162 -0.0012046543019583729 -0.10284022877584476 0.054290209443596797 -0.077655068749416661 0.083627139441853529 -0.1027809482501148 0.093547236032934328 0.10036403328484529 -0.10288056188152744 0.0081115668899891281 -0.00024819536877399576 -0.10276709452346491 0.057249508025933774 0.011849825658599301 -0.10134289407334225 0.10074963833313109 -0.10167377775340261 -0.10394251582117982 0.052324376872706226 -0.00024673968039130899 0.078074928156492904 0.10020436705282965 0.099245714471118393 -0.10031296979133447 -0.10187364626430183 0.034289856204691653 0.021412426292773179 -0.00021449898088444407 -0.010940572286336298
leaf_weight=0.023521597343424516 1.3930727205261062 0.83873192469951607 0.032480600043527263 0.052423346787691116 0.10751233953351436 0.33690074621699739 0.074782743118703365 0.11936871501984569 0.021206885576248169 0.060292347974609584 2.8078968983609229 1.8595270425539636 0.14304657205502735 0.12081613205373287 0.039861593078057922 0.16958339788106969 0.021710533648729324 0.053619873025368747 0.061647727128469998 0.039469749708118229 0.53673815216234289 0.071834987829049624 0.0059832539409399024 0.051580591665697284 0.01753385688973752 0.012369315802061465 0.14179875573609024 0.84814359962820063 52.853892902850347 3.5844378239271455
leaf_count=168 54 143 31 3 40 10 6 13 2 14 38 72 36 8 20 72 1 41 51 39 11 43 1 9 82 62 21 18 3460 64
internal_value=-1.01783e-05 0.00256489 -0.0120944 -0.0548413 0.00569457 0.0216915 0.00219662 0.0100822 -0.00128881 -0.00842116 0.00122692 -0.00743835 -0.0434404 -0.0062726 -0.000571983 -0.0784696 -0.0249993 -0.053266 -0.000453671 -0.042946 0.00722101 0.0492551 0.0381091 0.0607685 0.00953867 -0.0359927 0.00392836 -0.000353445 0.000127066 -0.00553765
internal_weight=66.5018 7.82224 1.3762 0.29455 6.44604 1.40724 1.07034 0.995559 0.87619 0.785869 5.0388 2.2309 0.371375 0.228328 0.725576 0.242127 0.0725437 0.0934815 1.08165 0.101117 0.632095 0.0953566 0.0400631 0.0903213 0.0387407 0.0183526 0.980531 58.6795 53.702 4.97751
internal_count=4633 1037 424 170 613 419 409 403 390 297 194 156 84 48 283 167 95 61 254 90 222 211 64 93 84 63 164 3596 3478 118
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=31
num_cat=0
split_feature=3 3 1 2 4 3 1 1 1 0 4 2 3 3 2 2 4 2 0 1 3 1 4 4 4 4 2 0 1 4
split_gain=0.00634067 0.0393586 0.116396 0.0260382 0.0203044 0.0201182 0.060478 0.0293058 0.0331226 0.016885 0.0153148 0.0288824 0.0132378 0.0343142 0.0461826 0.100525 0.0555744 0.06056 0.0600747 0.0462513 0.043349 0.0586542 0.0562161 0.0337572 0.0597033 0.0370558 0.0673573 0.0363841 0.0919138 0.0308908
threshold=-0.25098999999999999 -0.26568999999999993 73.448676123850007 -0.15397999999999998 35.887362732750006 -0.27651499999999996 61.944763783650011 57.027573863050009 55.855406118200008 86.624809421150005 34.515670600900002 -0.074029999999999999 -0.098985000000000004 -1.0000000180025095e-35 -0.038374999999999999 -0.0098449999999999979 40.00488309970001 -0.092614999999999989 85.705356740550016 69.633754036750005 0.075320000000000012 70.461799140950021 47.309807198350008 41.289992964000007 40.542362378300005 38.751720283100006 -0.033594999999999993 86.135510041400025 62.068432857650002 40.371455563000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 10 6 7 8 -6 -7 11 -1 23 14 16 -16 -14 18 -18 -17 21 -15 -23 24 25 26 -2 28 -26 -27
right_child=12 2 -4 -5 5 9 -8 -9 -10 -11 -12 -13 13 20 15 19 17 -19 -20 -21 -22 22 -24 -25 27 29 -28 -29 -30 -31
leaf_value=-0.10067506721189264 -0.080305853326674101 -0.038662115203500616 0.052643578229365377 -0.10482517852433776 0.048810731063647639 -0.0081378176347618597 -0.085119485570438636 0.054732063905266651 -0.1005821815341558 0.015373283635711457 0.088818236226458749 0.064696063867586556 0.00060307110152611569 0.066796045814946123 -0.11279150308752679 -0.048610309223135952 -0.10058690538605702 -0.10408779759228973 0.066479364663265914 0.028148750045314953 4.1008968783865261e-05 -0.072401985322348358 0.080732462640143318 -0.00018174323594444177 -0.10182871727984533 0.040479757465844896 0.04744367903202424 0.07492347224676775 0.10065435973978328 0.00031155731551664836
leaf_weight=0.016265741668497924 0.11554089352497932 0.1095874184755985 0.10275107205234235 0.13009133545186546 0.025733576352186982 0.61937452022925732 0.10550063508867424 0.080109967374482949 0.035061995463479434 0.60269700223420841 0.044500223326394917 0.030113996866148685 1.7148152576208864 0.21641910960899124 0.13571350413621985 0.15523810751132749 0.033983472622139743 0.11182699017081166 0.058703832993842298 0.15879891337168317 57.231025920282008 0.074269452966305494 0.03539846982630479 3.218267872356023 0.044330052405712195 0.30778432783893095 0.064209690538851838 0.24724333806079812 0.045354954898357391 0.50654580161790363
leaf_count=63 87 30 44 17 59 26 47 16 18 61 16 10 74 20 15 15 69 24 29 40 3318 64 20 265 71 41 36 18 3 17
internal_value=-1.03761e-05 -0.00570119 -0.0364003 -0.0745737 0.00104023 -0.00179849 -0.027865 0.0150033 -0.0373471 0.00345731 0.0469095 0.0066991 0.000157482 -0.000237315 -0.012032 -0.0408749 -0.00527339 -0.0545464 0.00522511 -0.0097956 0.000248162 0.0366052 -0.0229734 0.00535802 0.0187527 0.0064226 -0.0346717 0.0551317 0.000569789 0.0154935
internal_weight=66.3773 1.90179 0.34243 0.239679 1.55936 1.46848 0.246406 0.140906 0.0607956 1.22207 0.09088 0.0463797 64.4755 59.9262 2.36908 0.449751 1.91933 0.204514 0.0926873 0.314037 57.5571 0.326087 0.109668 4.54928 1.33101 0.994081 0.179751 0.336928 0.089685 0.81433
internal_count=4633 407 91 47 316 227 140 93 77 87 89 73 4226 3688 266 70 196 122 98 55 3422 104 84 538 273 181 123 92 74 58
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=31
num_cat=0
split_feature=4 4 2 3 4 3 0 0 4 3 1 0 2 2 0 2 1 0 0 3 3 0 3 2 3 0 1 1 0 1
split_gain=0.00608763 0.0448235 0.0680386 0.0292167 0.0605811 0.0802702 0.161875 0.128206 0.0949379 0.10437 0.0679868 0.0941052 0.0678571 0.136996 0.0620429 0.178838 0.0584397 0.141754 0.079743 0.0475814 0.0495765 0.0472601 0.0449305 0.0409966 0.106637 0.0504629 0.0361844 0.0311227 0.254445 0.0630268
threshold=40.518963363600001 40.300545846000013 -0.054875 0.091385000000000022 39.683197198900011 0.10214000000000002 91.109157582800023 93.843319501450011 38.238138001450004 0.093745000000000023 62.009286778800011 86.780739992750014 -0.072755 -0.047144999999999999 84.546631286350006 -0.095074999999999993 61.928633034850002 85.866664228400012 85.732241321850012 0.10685000000000001 0.11636500000000001 86.103248543850015 -0.08138999999999999 0.15684000000000003 0.076835000000000028 94.109476856350014 72.62331947780001 70.128430332750014 94.940210418650011 66.235542959850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 16 5 6 21 -8 26 -10 -6 -12 14 -14 -7 -16 17 18 22 -15 -21 -5 -1 27 25 -25 -9 29 -29 -18
right_child=-2 2 -4 4 10 12 7 8 9 -11 11 -13 13 19 15 -17 23 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.028721952876171582 -0.00073309710189085105 0.035526578339542834 0.003667728314149442 0.0322962182525715 0.008061379410824885 0.0046688113233576212 -0.047289791657389661 -0.04374971245449475 0.081305650026048573 0.015609721306720045 -0.050089483362458831 -0.0055145714731607304 0.068677001029224347 -0.010759558846649205 -0.0083577715634071299 -0.10814198591432428 -0.0039277076337687743 -0.098753636411349766 0.10171218398726956 0.045363953948078177 0.0013542678197313535 0.092135621689497418 -0.07972192603717082 0.034082101929394461 -0.10238062731164543 -0.065252009269079689 0.0058757278399823856 -0.10500617643438254 -0.0012056024094314998 0.023378603528448103
leaf_weight=0.075836967329077964 42.297233269442799 0.89053781557936451 2.7110335776553702 0.21188587423830396 1.6970014340477062 0.91677346712094721 0.33749680533219395 0.19461434945696954 0.38093831117635069 0.66219077265805026 0.66375732049346003 1.6534102924050555 0.34995280744078661 1.3553851820123521 0.78468252550232942 0.23292964390317306 2.5740478379075875 0.21381759279029211 0.072035009972751141 0.39921476027666336 0.71332974585425291 0.34999663452617824 0.076995698576305283 0.17666230141185302 0.1458405140959087 0.07197874455972908 0.59967538211902571 0.25121963833259986 3.9376675482098147 1.2585740069916935
leaf_count=106 2964 39 49 34 14 17 28 20 22 33 9 58 33 23 79 38 155 13 2 31 31 16 37 17 67 68 101 59 413 57
internal_value=-1.16706e-05 0.00126191 0.0115453 -0.000557345 0.00276638 0.00807942 0.0217219 0.00936041 0.0197659 0.0396011 -0.00714592 -0.0182831 0.000222827 0.0101233 -0.0141996 -0.0311982 -0.00487525 -0.0404584 0.0149723 0.00182041 0.0171463 0.0695702 -0.0259111 -0.00302047 -0.0344933 0.00532601 -0.00628334 -0.0014727 -0.00743082 0.00503926
internal_weight=66.2567 23.9595 3.60157 20.3579 11.5032 7.48907 2.7368 2.17492 1.83742 1.04313 4.01417 2.31717 4.75227 2.81788 1.93439 1.01761 8.85468 0.438685 0.224868 2.46793 1.11254 0.561883 0.152833 8.41599 0.394482 0.248641 0.79429 8.02151 4.18889 3.83262
internal_count=4633 1669 88 1581 587 506 254 204 176 55 81 67 252 118 134 117 994 158 145 85 62 50 143 836 152 85 121 684 472 212
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=31
num_cat=0
split_feature=2 2 2 4 0 0 4 4 4 0 0 3 0 1 2 4 3 0 2 0 3 0 3 0 0 3 1 1 1 3
split_gain=0.00647391 0.122358 0.0422621 0.276862 0.0367819 0.0866042 0.0416093 0.0475729 0.0958183 0.116941 0.0926149 0.0865476 0.0689473 0.0414685 0.0773832 0.287316 0.0701926 0.0608787 0.322362 0.0573706 0.130383 0.23412 0.100771 0.095095 0.0573422 0.154461 0.104771 0.116255 0.0839916 0.115951
threshold=-0.063379999999999992 -0.05953 -0.068964999999999985 41.037275035300006 86.264556031700025 86.393602021950016 41.257948413050009 42.081757894750005 42.686561923500008 85.431134011250023 86.135510041400025 0.10876000000000002 85.705356740550016 74.757955233350017 -0.077679999999999985 39.746231405950006 0.11360500000000003 94.848802842250009 -0.095854999999999996 98.230883170350012 0.08919500000000001 97.491557184450016 -0.225495 99.403050915200012 90.321439350550008 0.097645000000000023 66.52858489605002 67.606656606400023 69.873026810350026 0.090465000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 -1 11 9 -9 -10 12 -8 14 17 -16 19 24 -19 20 21 22 -15 -21 -7 26 -26 -28 -29 -30
right_child=1 -3 3 -5 5 13 7 8 10 -11 -12 -13 -14 16 15 -17 -18 18 -20 23 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.0021074971574671941 0.057595497829704391 0.00037648836131532219 -0.10174459156252612 0.020852923100328338 -0.026449354229267592 -0.0014497907048934672 0.0099232112238131949 0.03897078305176345 -5.0887350057609909e-05 -0.075751424909006604 0.05977461412263653 0.0031609154053782017 0.049382486681956939 0.093042422392952531 0.0057959178968948954 -0.088244554527164815 0.064199610980205893 -0.00085678690202763402 -0.1028218187544189 -0.07357046813760347 0.0028207339496965135 0.099039564912725364 -0.10164676904527842 -0.00041395103940331641 0.069870764015738718 -0.067408433689610789 -0.062439557804150926 0.060421230325628641 -0.048517049733504604 0.03254412304811078
leaf_weight=6.0468225008691814 0.37904239618660795 26.643073730113898 0.28909620922865897 0.50769375490153834 1.434359968756328 12.996049605162403 0.77389538950228587 0.12353058027656549 2.1532564555763831 0.3165160599455703 0.29411125555634487 2.2631973645184189 1.0350550906732676 0.035727177282297018 0.98155858598329604 0.48562099016271532 0.20586119039330153 2.0813977164716566 0.3643295858764749 0.19337552981159012 1.7851316169253548 0.39048482761427294 0.1039057234783638 2.1899174433215514 0.41769267397466947 0.19638496203560851 0.17915632310814533 0.41304032037533012 0.26889725250885022 0.51332562560128281
leaf_count=384 24 1533 35 26 20 315 36 18 348 47 9 14 33 9 34 39 53 150 95 31 43 18 75 920 44 31 24 49 141 35
internal_value=-1.07682e-05 0.00117911 -0.00083437 -0.0236287 -0.000359448 -0.00258588 0.00396048 0.00923266 -0.000585869 -0.0435464 0.00713861 0.0161946 0.0325012 -0.00114781 -0.00327421 -0.0253305 0.00704556 -0.00141764 -0.0160461 0.00454142 0.0157526 0.0592999 -0.0518326 -0.00634972 0.000969969 0.0167846 0.0260107 0.0126814 0.0239412 0.0046785
internal_weight=66.0615 27.0221 39.0394 0.79679 38.2426 25.2362 13.0064 6.95956 2.88741 0.440047 2.44737 4.07215 1.80895 23.8019 18.8975 1.46718 4.9044 17.4303 2.44573 4.69854 2.31525 0.530118 0.139633 2.38329 14.9845 1.9885 1.79211 1.37442 1.19526 0.782223
internal_count=4633 1557 3076 61 3015 2126 889 505 422 65 357 83 69 2106 957 73 1149 884 245 1096 145 102 84 951 639 324 293 249 225 176
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=31
num_cat=0
split_feature=4 3 2 4 2 2 0 1 3 3 1 4 2 1 2 0 1 2 2 3 3 3 2 0 0 2 2 0 3 4
split_gain=0.0104917 0.0372771 0.0358337 0.0206356 0.0419563 0.0125781 0.0143133 0.0202217 0.0117081 0.0116992 0.00944335 0.0363915 0.0284559 0.0135604 0.0625177 0.0274785 0.021055 0.0746774 0.0407208 0.0707309 0.0160848 0.0386858 0.00983476 0.0524675 0.0573396 0.00930057 0.0110126 0.124568 0.0649959 0.0669419
threshold=32.724174661450007 0.088565000000000019 -0.10771499999999999 34.424709467050008 0.18839000000000003 0.11061500000000003 92.773313165550022 74.757955233350017 0.10821500000000002 -0.029845 55.887667615750004 48.823707093150006 0.11061500000000003 58.309968391300011 -0.23557500000000001 76.535026057600007 61.546871980350012 0.17437500000000003 -0.105535 0.096715000000000009 -0.23921499999999998 -0.225495 0.28423000000000004 100.53758024625002 93.910530954700008 0.26597500000000007 0.20852500000000004 91.625341543800019 0.089850000000000027 41.976795488650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 -8 -3 -9 11 12 -5 14 -12 20 17 18 19 -15 -16 -22 25 24 -24 26 -18 -28 29 -29
right_child=3 8 -4 10 -6 -7 7 9 -10 -11 13 -13 -14 16 15 -17 22 -19 -20 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.10054930276520302 0.066891803864031749 -0.10208879595963603 0.065117184893323632 -0.10098848983303575 -0.038417767142650522 0.10095606411670721 0.051383352134467208 0.031755711634038099 -0.015519494525257298 -0.10049996523042776 -0.07412785599910296 0.013145329661646358 0.07426145786107631 -0.10045511981173808 -0.041799898435881624 0.06819512133139502 -0.00015765836327409611 0.067250445859220381 -0.073935841098698538 0.099540842709176319 0.10074496831710776 -0.02855932636187223 -0.0012632285169603982 -0.0053120062882984175 0.094072507725556365 -0.011348913186644006 0.086968644454159333 -0.1021917757825167 0.0091280329347471264 0.025697119520058861
leaf_weight=0.017231395616020606 0.082867462802140746 0.052282062812739838 0.053886831444000083 0.065075976384121215 0.070193043248536924 0.041007926944701012 0.041090476326644421 0.010025167068533847 0.022280594433781609 0.020095780530795082 0.059087705308797922 0.11525263856128731 0.010803387500345707 0.030832426923211642 0.045933174250421871 0.15138517111336114 61.916825759346182 0.06907662060984876 0.18990787645122864 0.041465086615062319 0.042589129880070686 0.050661737406698104 0.11990292966811367 0.60636854530201845 0.13313956349838918 0.72917063145769034 0.17527462705038388 0.12005312558721926 0.63864412997099862 0.062100901907342632
leaf_count=116 33 53 56 193 13 3 4 12 16 44 20 36 2 41 20 22 3569 9 41 13 2 40 25 70 32 49 18 43 22 16
internal_value=-1.13579e-05 -0.0268178 0.0249775 4.81372e-05 0.0278822 0.0517372 0.0386377 0.00575887 -0.0762204 -0.0564813 -6.48109e-05 -0.0222601 -0.0760371 2.7149e-07 0.0196406 0.0387085 -0.000105653 -0.0252515 -0.0496207 0.0142494 0.00663706 0.030496 2.34973e-05 0.0106495 0.0488981 -0.000119994 1.0151e-05 0.0104413 -0.00590043 -0.0585912
internal_weight=65.7845 0.145681 0.0711182 65.6388 0.26528 0.195087 0.154079 0.0712114 0.0745627 0.0301209 65.3736 0.191132 0.0758794 65.1824 0.349657 0.290569 64.8328 0.331282 0.262205 0.0722975 0.139184 0.0932509 64.5015 0.859411 0.253042 63.6421 62.9129 0.996073 0.820798 0.182154
internal_count=4633 241 172 4392 109 96 93 60 69 56 4283 231 195 4052 104 84 3948 104 95 54 62 42 3844 127 57 3717 3668 99 81 59
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=31
num_cat=0
split_feature=4 3 2 4 2 3 2 3 4 4 0 0 4 3 3 0 2 0 4 1 3 3 2 2 2 0 0 4 0 0
split_gain=0.00917461 0.0325698 0.0313229 0.0175711 0.0358549 0.0127101 0.0152477 0.0116939 0.00838911 0.0401395 0.0420016 0.0769948 0.0393565 0.0331627 0.10973 0.0448705 0.0312283 0.0632949 0.0244544 0.0594861 0.0903772 0.0214424 0.0568891 0.0133663 0.0394799 0.04975 0.0543663 0.0545098 0.049186 0.0348506
threshold=32.724174661450007 0.088565000000000019 -0.10771499999999999 34.424709467050008 0.18839000000000003 0.094385000000000011 -0.11334499999999999 0.10821500000000002 37.041406607950009 36.558960102350007 89.861713010250014 89.576736448400013 35.374259656300005 0.10052500000000002 0.090465000000000031 94.300357383600002 -0.043559999999999995 96.631250582750013 37.765550062200006 73.007768990450018 0.095830000000000012 0.085855000000000029 -0.22994499999999998 0.23643500000000003 0.63131000000000015 101.11291028615001 93.047535894850014 39.032633164100012 101.61296349840002 91.886121982450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 -3 9 10 11 12 -5 14 15 -11 17 -12 19 20 -10 22 -14 -20 25 26 27 -25 -26 -29
right_child=3 7 -4 8 -6 -7 -8 -9 18 13 16 -13 21 -15 -16 -17 -18 -19 23 -21 -22 -23 -24 24 28 -27 -28 29 -30 -31
leaf_value=-0.10049692783053575 -0.048122671485725049 -0.10188794686677601 0.061156727980208582 -0.040778870468717747 -0.035017671290220688 0.069157011616812175 0.050757753522784804 -0.013994337545709806 -0.00016595042086479933 -0.10238746456015212 -0.071229968426439735 0.10087684717059842 0.10047559084586409 -0.066965304090495323 0.067729320155595824 0.0036532502776145045 0.0017993861368147531 -0.0045579544168215099 8.3738272254127653e-05 -0.00073605215274676267 0.083188900331043508 0.066692293227130689 -0.10131096913830279 0.043757760740790005 0.071325220170629214 -0.0020201687600910506 -0.10265549978841526 -0.10347542947457899 -0.045635606134714762 -0.0010168382214513067
leaf_weight=0.015599323969832213 0.02456705769679246 0.047395275834702488 0.051754302663547302 0.12072515531995964 0.069354515364466351 0.1174645221133801 0.042701074717206633 0.02224022579656193 0.26880355471803241 0.10363529680273575 0.19692020282491363 0.11006943881511688 0.025093908421695232 0.17370666332973883 0.10753891663443937 0.064888930537975398 1.7655396605410936 0.5142101566831343 59.208524939358483 1.1198449216209381 0.25203977194678373 0.089897308454965241 0.031522134678198199 0.084094541147350155 0.11353336586444129 0.64229367541014426 0.12235544039413071 0.076148526794668214 0.052619264326494886 0.058858340402366593
leaf_count=116 35 53 56 27 13 36 25 16 46 23 38 7 2 25 14 30 57 74 3595 68 15 12 46 6 36 69 24 37 23 9
internal_value=-9.74643e-06 -0.0258619 0.0237172 4.42748e-05 0.0262903 0.0493073 0.0146455 -0.0738164 -5.78461e-05 -0.00496784 -0.00059209 0.0304888 0.00149757 -0.0327338 -0.0111944 -0.0615573 -0.0053271 -0.0230202 0.000203793 0.0122498 0.0401701 0.0363328 -0.0118732 -0.000123646 -0.0108019 -0.0184168 -0.0492596 -0.0194411 0.0342846 -0.058807
internal_weight=65.6939 0.136989 0.0673536 65.557 0.254087 0.184733 0.0672681 0.0696355 65.3029 3.30375 2.85398 0.377308 0.267239 0.44977 0.276063 0.168524 2.47667 0.71113 61.9991 1.64069 0.520843 0.146513 0.056616 60.3584 1.1499 0.983751 0.341457 0.219101 0.166153 0.135007
internal_count=4633 241 172 4392 109 96 60 69 4283 355 263 94 87 92 67 53 169 112 3928 129 61 60 48 3799 204 145 76 52 59 46
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=31
num_cat=0
split_feature=3 3 3 4 0 2 0 1 4 0 2 2 4 4 4 0 2 0 3 1 4 3 3 2 1 4 3 4 0 3
split_gain=0.00771539 0.0322732 0.0856186 0.0812606 0.0670871 0.142537 0.0389147 0.0484124 0.0345012 0.0283245 0.0259163 0.233351 0.0880826 0.123086 0.0805065 0.066718 0.119342 0.0481321 0.0658834 0.0717079 0.0363715 0.113357 0.0499228 0.0327395 0.0263806 0.141862 0.0382569 0.0239318 0.0232647 0.0232047
threshold=0.10249000000000003 0.096480000000000024 0.095830000000000012 42.081757894750005 97.32487278035002 -0.060989999999999996 87.261973998100004 66.52858489605002 40.518963363600001 92.464140480550014 -0.036264999999999999 -0.054875 41.037275035300006 40.467253020850002 40.250747516500006 86.208098410950015 -0.083834999999999993 85.990333302400003 0.11071500000000002 62.068432857650002 38.110427674550003 0.42293500000000012 0.10685000000000001 -0.088274999999999992 67.254468591300011 38.171717059500004 0.11768500000000003 40.408647214050006 89.711159354950013 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 4 5 8 -5 -8 9 -3 11 12 13 14 20 -14 23 -12 19 -19 28 22 -22 -17 -20 -26 -27 -7 -2 -1
right_child=10 3 -4 6 -6 27 7 -9 -10 -11 17 -13 15 -15 -16 16 -18 18 24 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00048574552170796436 0.0065747235675641287 0.041945564019661555 -0.057634164552036064 -0.0015263293301643101 -0.007387716478729993 0.043036764893892548 -0.10230646637245942 -0.0064535892806934963 -0.00082357932645636732 0.00973273778798984 -0.020796412481673618 -0.06712596789191061 0.0011094896078141017 -0.0453599012671752 0.027629972412111983 0.045572092207842307 0.0057568558886446387 0.001917591496670726 0.0041415346960998588 0.05267257749090986 -0.030657034829709245 0.0010929547057496351 -0.10423427468981471 0.10164339903038594 0.0092534985962146581 -0.11020862216977177 -0.027227879762088483 0.081194493993433481 -0.017314761888850359 0.0092287266318263183
leaf_weight=42.28074745956819 1.1487610531039534 0.44570636892603965 0.25852897997628943 0.19131243599531433 1.2815730364062465 0.34577500983141662 0.12949491033214144 0.088842770609403487 1.4943320131278595 0.70429166477697436 0.77666734369631285 0.57546440249279918 2.6065771772709927 0.8389495052992969 0.69984999882217369 0.21489114341984838 0.7344932000705735 0.54972647852264322 4.036000053762109 0.56390078129037491 0.17486389359032717 0.5923397176702565 0.1951132423208719 0.2020396611187607 0.658026293032833 0.1545764132529257 0.086733537978489039 0.31328806688725308 0.63187077428696348 2.610705593343801
leaf_count=3644 37 27 36 18 101 28 18 33 35 20 36 32 54 25 12 39 11 9 52 39 18 16 31 5 24 16 38 18 77 84
internal_value=-9.33846e-06 0.000592526 -0.000251258 0.0082201 0.0120328 0.0195671 -0.0344526 -0.0633034 0.00919681 0.0222175 -0.00196391 -0.00561052 -0.00120741 -0.0110134 -0.00264377 0.00996524 0.0300128 0.00263879 0.0056478 0.0276181 -0.010368 -0.0260319 -0.0694591 0.0727436 0.000690339 -0.0147978 -0.080383 0.0611752 -0.00190264 7.92089e-05
internal_weight=65.5854 50.1446 45.15 4.99462 4.58497 3.30339 0.40965 0.218338 2.64433 1.15 15.4408 8.61521 8.03975 4.28175 3.4428 3.758 1.15142 6.82563 6.04896 1.11363 2.74295 0.962317 0.369977 0.416931 4.93534 0.899336 0.24131 0.659063 1.78063 44.8915
internal_count=4633 4062 3764 298 229 128 69 51 82 47 571 357 325 216 191 109 55 214 178 48 179 65 49 44 130 78 54 46 114 3728
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=31
num_cat=0
split_feature=3 3 3 4 0 2 0 1 1 4 2 2 2 4 0 2 3 1 0 0 0 0 3 1 1 4 4 3 0 1
split_gain=0.00630891 0.0264649 0.0713447 0.067738 0.0552466 0.123152 0.0348392 0.046873 0.029135 0.0284014 0.021162 0.196635 0.0839052 0.0679828 0.0720545 0.172149 0.0669717 0.0620332 0.10041 0.0486251 0.0868949 0.0387988 0.0543784 0.0605219 0.0312811 0.0274354 0.0469587 0.0307906 0.0254725 0.0209522
threshold=0.10249000000000003 0.096480000000000024 0.095830000000000012 42.081757894750005 97.32487278035002 -0.060989999999999996 87.261973998100004 66.52858489605002 62.425997789000007 40.518963363600001 -0.036264999999999999 -0.054875 -0.070854999999999987 41.11191809080001 86.162394622750014 -0.117885 0.10646500000000002 65.644082171150004 89.980005167950011 86.780739992750014 100.19345760555002 85.990333302400003 0.11071500000000002 62.068432857650002 61.966271448700006 39.955516828000007 36.859113051050009 0.12376500000000003 93.501885318850015 69.999384342500022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 -5 -8 -7 29 11 12 13 14 -2 28 -14 -17 -19 24 -21 -12 23 -23 -15 26 -24 -27 -16 -3
right_child=10 3 -4 6 -6 8 7 -9 -10 -11 21 -13 16 19 15 17 -18 18 -20 20 -22 22 25 -25 -26 27 -28 -29 -30 -31
leaf_value=7.1439263822738631e-05 -0.0034054519523519858 0.035950019922196111 -0.053282200160362704 -0.001373668197638905 -0.0066279665136373053 0.075664484396387011 -0.10208760702865614 -0.0058096906182874674 0.032204432169042833 -0.00074093616091029874 -0.018549183296695408 -0.062553560970535993 0.068568375249951449 0.0095579786483510811 0.026034822495892385 -0.10818497903336673 0.0028937757731434029 0.031531718309081219 -0.10197098695564014 0.060586131712921834 -0.00084674197126529327 0.0017283048939673484 -0.0035201391998912115 0.048660262918359676 -0.012941093163211388 -0.016580945977645197 0.041600559707479084 0.0026978792849424783 -0.014037912584660271 0.0085164710052712846
leaf_weight=44.88692438288853 2.6191712470827038 0.48568547477771085 0.25203750459490848 0.19131606993596495 1.2854157524142644 0.36770265015366144 0.11741025424271356 0.088821636497925738 0.26572746739293507 1.4948779894039033 0.78331379208975604 0.55679259041971718 0.29639626696007315 1.305926310131327 0.21630338718386977 0.2873100750148303 0.32611578315118095 0.10795490816235542 0.11782547161089596 0.40468781767413009 0.53414910959807571 0.54898080154089235 0.53395980514144969 0.5501151436055558 1.1729956318386028 1.1785767831027558 0.4060641635378488 2.7884734718031723 0.59487601783461486 0.65230160843202611
leaf_count=3728 39 27 36 18 101 24 18 33 22 35 36 32 12 16 19 9 31 4 71 26 19 9 17 39 32 21 38 54 47 20
internal_value=-8.61917e-06 0.00053467 -0.000226466 0.00747649 0.0109339 0.0178452 -0.0321092 -0.0606218 0.0574328 0.00832101 -0.00178373 -0.00509644 -0.00108932 -0.00407052 -0.0130171 -0.0320273 0.0341634 -0.0773614 -0.0381378 0.00625215 0.025634 0.00238334 0.00511332 0.0252185 -0.00108831 0.000610125 0.0159707 -0.0030297 -0.0033524 0.0202249
internal_weight=65.4182 50.0882 45.139 4.94926 4.55171 3.2663 0.397548 0.206232 0.63343 2.63287 15.33 8.5405 7.98371 7.3612 3.94344 1.32427 0.622512 0.51309 0.22578 3.41776 0.938837 6.78948 6.00617 1.0991 2.47892 4.90707 0.940024 3.96705 0.811179 1.13799
internal_count=4633 4062 3764 298 229 128 69 51 46 82 571 357 325 282 189 150 43 84 75 93 45 214 178 48 48 130 55 75 66 47
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=31
num_cat=0
split_feature=0 4 1 4 3 0 0 4 3 0 0 4 0 3 1 0 0 1 4 2 4 3 0 2 3 0 1 2 2 2
split_gain=0.0059666 0.0300101 0.0614268 0.0694034 0.0407517 0.140467 0.0792552 0.081511 0.0291729 0.0330929 0.0268194 0.032169 0.0265686 0.0551099 0.0720702 0.0909121 0.0210131 0.0282852 0.0513943 0.0183068 0.0510844 0.0175363 0.017041 0.0361717 0.0778638 0.0303996 0.0167924 0.0148871 0.013675 0.0336864
threshold=85.799452775150016 42.759119507950011 61.950140699950005 48.109449608500007 0.089505000000000015 85.705356740550016 85.683849075550015 42.546237522150008 -0.10978499999999999 85.495657006400009 85.398872513700013 43.968221017800005 85.662341410450011 0.099855000000000027 61.86411003975001 84.546631286350006 78.252950803000019 58.613764160050003 37.817254840650008 -0.081984999999999988 43.847983878700006 -0.27297999999999994 85.990333302400003 -0.08725999999999999 0.09721500000000001 86.036037090600004 62.041548276350007 -0.55354000000000003 -0.017745 -0.14907499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 19 10 5 6 7 8 21 16 11 -4 13 14 15 -6 -10 -18 -19 -3 -21 -1 23 -2 -25 -24 -13 -28 29 -23
right_child=22 2 3 -5 12 -7 -8 -9 9 -11 -12 26 -14 -15 -16 -17 17 18 -20 20 -22 28 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.003357716060711423 0.0077509017128717305 0.0039479425008966578 -0.10256860053703692 0.051846777818746886 -0.077859588295566051 0.081035959927544615 -0.1023709351739583 0.092047567771228578 -0.10037227089256835 -0.10247086311630321 -0.10120931821625641 0.10067862372643384 0.0078529468671069951 -3.5549045553343156e-05 -0.10250307999868874 0.052881891162724043 0.077687208690499637 0.069321243037019128 -0.10145828224444652 -0.10354500463381158 0.048646163449839248 0.070975238642395203 0.0191216477206375 0.0015146117184517607 -0.028563553001042491 -0.00013645158232404402 0.10018510436780387 -0.10169047964314493 0.09497173414317267 -0.10081373126710841
leaf_weight=0.55901174421825262 1.374264809899614 0.95439655844015892 0.029382574534110861 0.050535194575786591 0.0995219030032789 0.30183565686456848 0.066324432380497456 0.10900419152767427 0.020887623230959718 0.052176590514136478 0.15255280700330331 0.019681701436638832 2.779505998827517 1.8473107568097473 0.12959610860252724 0.11423333827406168 0.038884529320057482 0.030867383948866234 0.041064059374775752 0.055232047311621346 0.036716718386067271 0.036485054487939705 0.83280827718090122 2.0069516788717006 1.5068685615842694 51.971766525604529 0.0054215178824961177 0.011197889994946308 0.039427587778391726 0.016611868650670658
leaf_count=89 54 164 31 3 40 10 6 13 77 15 72 1 38 72 36 8 8 18 33 51 39 104 18 35 29 3460 1 62 28 18
internal_value=-8.70917e-06 0.00262552 -0.0111111 -0.0537536 0.00550089 0.0211728 0.00329599 0.0107167 0.000104773 -0.0350707 -0.0782066 -0.0247819 0.00136208 -0.00687351 -0.0436633 -0.00798979 -0.00836903 0.0089726 -0.028173 -0.000157665 -0.0427725 0.0100322 -0.000355625 -0.00600439 -0.0113841 0.000167278 0.0381796 -0.0358354 0.0503579 0.0172295
internal_weight=65.2905 7.59787 1.31512 0.268772 6.28275 1.31258 1.01075 0.944421 0.835416 0.18388 0.218236 0.0656837 4.97017 2.19066 0.343351 0.213755 0.131704 0.110816 0.0719314 1.04635 0.0919488 0.651536 57.6927 4.88809 3.51382 52.8046 0.0363011 0.0166194 0.0925245 0.0530969
internal_count=4633 1037 424 170 613 419 409 403 390 151 167 95 194 156 84 48 136 59 51 254 90 239 3596 118 64 3478 64 63 150 122
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=31
num_cat=0
split_feature=2 2 4 1 1 2 2 4 3 2 1 2 2 2 4 2 4 4 1 4 1 0 1 3 3 3 0 1 0 4
split_gain=0.00620069 0.0279455 0.0239939 0.0437197 0.0996327 0.0203728 0.0531483 0.0374931 0.0482047 0.0536272 0.0118867 0.0116778 0.0515657 0.0361179 0.0401326 0.0332374 0.0336537 0.0259459 0.0466549 0.0593216 0.0570872 0.0342148 0.0485053 0.0313586 0.0429852 0.0285452 0.022327 0.0173754 0.102907 0.0452139
threshold=-0.63026499999999996 -0.58319500000000002 39.852039223600009 75.629015667650023 78.27445846800002 -0.27494999999999997 -0.54488499999999995 35.887362732750006 0.095830000000000012 -0.47573499999999996 75.981203682750007 -0.16533 -0.18437499999999998 -0.15022499999999997 42.320906304050006 -0.15397999999999998 48.109449608500007 44.202975721700007 62.025417527550012 38.983591653800012 61.86411003975001 86.420486603250012 74.927328095600004 0.08376500000000002 -0.083149999999999988 -0.225495 104.22883325935001 81.573196594050017 104.86330937810001 42.388109226950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 -5 6 -3 -8 9 -9 -2 12 17 14 -13 16 -16 18 20 25 -7 -19 -23 24 -21 -20 -18 -15 -29 -30
right_child=1 5 3 4 -6 11 7 8 -10 -11 -12 13 -14 27 15 -17 26 21 19 23 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.009428060743411756 -0.045348417424479953 -0.10083962457428917 0.061237604281060412 -0.10235045422156615 0.068421904727133345 0.045816591589364783 0.092273083720615157 0.051770679636161526 -0.093799523775165497 -0.10084822915559107 0.029078450765153779 -0.081840358425006698 0.081463107167269261 0.00015259050015878651 0.074099053365085085 -0.10210924411981587 0.043715991816042639 0.0045784923874271095 0.010619208248976025 0.059788940530630691 -0.10109172994606597 -0.10159380037076289 0.0052544085340945181 0.091058072815963231 -0.01909773340678746 -0.10112360695699457 -0.066316635257826315 -0.085004758922253287 -0.10031527559539788 0.024061884338901052
leaf_weight=0.69154128247497126 0.063885130115521771 0.07224989176620511 0.24125058129357058 0.062750645680353045 0.074992780418426719 0.044753213244625334 0.035393845920874578 0.095800656203209655 0.059993712988116954 0.030306829746994168 0.03231198609799435 0.11353230310915208 0.092401555844497163 61.661869079719715 0.057555464783945354 0.028929882037232346 0.028997012915908726 0.39474032851504148 0.048912677020325646 0.18193305028353279 0.064680358398764071 0.086449831554773482 0.083547143454779871 0.11707050573653532 0.11134877478343697 0.042921896499608536 0.050657649235859026 0.15904947520427004 0.032268788335982457 0.31010181326291786
leaf_count=72 15 124 27 17 66 98 18 58 22 28 47 89 34 2449 19 76 48 117 25 31 134 89 24 18 28 44 108 159 322 227
internal_value=-9.28356e-06 9.17308e-05 0.0242528 0.0355736 -0.00937546 -8.76461e-05 -0.0263625 -0.0020687 -0.0200112 0.0150925 -0.0203489 3.34951e-05 0.00953131 -0.000159488 -0.0360155 -0.00470094 0.015837 0.00388115 0.0181519 0.0310448 -0.0410131 -0.0115743 -0.0490819 0.047304 0.0298385 -0.0416075 -0.026261 1.828e-06 -0.0185381 0.0123392
internal_weight=65.1722 64.4807 0.475191 0.378994 0.137743 64.0055 0.293745 0.221495 0.186101 0.126107 0.0961971 63.7117 1.26876 62.443 0.279672 0.16614 0.13721 1.17636 0.61162 0.502187 0.109434 0.564737 0.169997 0.410352 0.293282 0.0918346 0.0796547 62.1633 0.50142 0.342371
internal_count=4633 4561 172 110 83 4389 250 126 108 86 62 4139 642 3497 340 251 175 608 378 146 232 230 113 77 59 69 156 3157 708 549
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=31
num_cat=0
split_feature=3 3 1 2 2 3 4 3 2 2 2 4 1 3 3 3 2 4 0 2 4 0 2 2 1 1 0 4 0 4
split_gain=0.00621673 0.0375305 0.0930104 0.0234432 0.0130444 0.0406546 0.0177764 0.0484153 0.0440353 0.0150236 0.0226571 0.00945033 0.0257149 0.0291066 0.0319762 0.0334681 0.0242194 0.0321967 0.0300712 0.0319224 0.0195061 0.0189828 0.0167086 0.0225871 0.0163777 0.0138964 0.0260885 0.0135065 0.0124446 0.0468008
threshold=-0.25098999999999999 -0.26568999999999993 73.448676123850007 -0.15397999999999998 -0.23353499999999996 -0.63823999999999992 39.746231405950006 -0.27118499999999995 -0.066979999999999998 -0.13734499999999997 -0.23168999999999998 47.74983977685001 60.87206898960001 0.099855000000000027 0.087125000000000022 0.08376500000000002 -0.033594999999999993 48.823707093150006 110.98492854115001 -0.088274999999999992 48.393869453650005 67.058211147750015 -0.088880000000000001 -0.15781499999999998 70.523633677950016 71.246828915000023 71.340924949550015 35.771221912400001 103.57284947555002 40.722669576350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 8 9 10 -6 12 13 14 15 21 18 -18 20 -20 -13 -2 23 25 -19 26 -22 -23 -14 -30
right_child=11 2 -4 -5 6 -7 -8 -9 -10 -11 -12 16 28 -15 -16 -17 17 24 19 -21 22 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.096989350891435622 0.081312616137639959 -0.038992458555382824 0.046107681727230662 -0.104260867686723 0.061602264623618452 -0.067135054902889277 -0.0011080973779886553 0.097318703910937249 -0.10125732572505959 0.074960534629728487 -0.10030418091788725 0.065537254421517782 0.00029274434641960123 0.0094012797049576134 -0.1011495748619403 0.063844402588631069 -0.10344070446000278 0.056720223745179557 -0.10088951010707942 0.031727982904841912 0.030652058706445596 0.035477480003892607 0.071166984248045101 -0.073090303202925519 -0.035222679880782252 0.056368532159161315 -0.038341067313066156 -0.089081183460849589 -0.08685708841624705 -0.0016698001777710504
leaf_weight=0.018772960269416217 0.0091900833404058302 0.10648984175736587 0.093951583005605244 0.11388394672724178 0.01842721054526919 0.076984080188360227 1.2385732076773539 0.070350014045004516 0.035142296337582479 0.041209132876247168 0.016278757605405758 0.11209738343768549 61.760885854515031 0.12493764165628818 0.079644535640454706 0.034409578793201945 0.039368999103316038 0.036205055133905262 0.039465984860271419 0.033606666387640871 0.15727995206907508 0.010147811587387423 0.051922001103775983 0.02967303020750478 0.041674303686647818 0.073129632920881704 0.084120502916221085 0.061251963911779228 0.077935169834112084 0.37387436966558596
leaf_count=5 7 30 44 17 14 107 112 18 27 4 29 31 2712 27 56 15 13 5 48 10 40 11 11 165 39 44 28 147 418 399
internal_value=-1.06533e-05 -0.00575648 -0.0372036 -0.0727216 0.000764864 -0.0349588 0.00317391 0.0324096 -0.00870744 0.0341354 -0.0143396 0.000155646 2.64335e-05 -0.0282672 -0.0524458 -0.0187153 0.0117225 -0.0297375 0.020085 -0.0398977 0.0287094 -0.053966 0.0182877 0.010311 0.00752033 0.0181792 0.00661011 -0.0713781 0.000171776 -0.0163642
internal_weight=65.0609 1.83006 0.314325 0.220374 1.51574 0.095757 1.41998 0.181407 0.111057 0.0759151 0.034706 63.2308 62.5323 0.319582 0.194644 0.114999 0.698544 0.117248 0.581295 0.0730727 0.508223 0.0805899 0.396125 0.344203 0.0778794 0.31453 0.2414 0.0713998 62.2127 0.45181
internal_count=4633 407 91 47 316 112 204 92 74 47 43 4226 3792 263 236 180 434 57 377 58 319 165 288 277 44 112 68 158 3529 817
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=31
num_cat=0
split_feature=3 2 0 2 1 1 1 2 2 4 3 1 4 0 3 4 2 4 2 0 4 3 4 0 0 3 2 2 3 3
split_gain=0.00584732 0.0382156 0.0152042 0.0284048 0.0293042 0.00834366 0.0394367 0.0271568 0.0450574 0.0248559 0.0184239 0.0192033 0.021741 0.018069 0.0136483 0.0102759 0.0443333 0.0393347 0.0149323 0.0144016 0.0143014 0.0179542 0.0097519 0.0464639 0.170063 0.0874196 0.0764411 0.154883 0.112635 0.212977
threshold=-0.27651499999999996 -0.031989999999999998 89.576736448400013 -0.23353499999999996 57.027573863050009 60.87206898960001 58.309968391300011 -0.013285 -0.11963999999999998 37.572218886150004 0.077805000000000027 55.887667615750004 49.064150740050003 69.087997036250016 -0.225495 33.96174662340001 0.15915000000000004 32.724174661450007 0.11061500000000003 92.773313165550022 30.518512326550006 0.08846500000000003 39.198779702000003 89.057864029250013 86.692020874450009 0.10307000000000002 -0.072755 -0.080869999999999997 0.091885000000000022 0.093745000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 10 -8 11 12 -2 -9 -13 16 17 20 19 -19 21 -7 23 24 25 -17 27 28 -25 -30
right_child=5 -3 -4 -5 -6 15 9 13 -10 -11 -12 14 -14 -15 -16 22 -18 18 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.10050241939929008 -0.10160148759261073 -0.10093751727572919 -0.032909380914955537 0.069801876268383592 0.02791452943413605 -0.10039278194895332 -0.014081398621150371 0.048610641862582425 0.079852513993793839 -0.10163801135596662 -0.069131240447873929 0.065189493880594668 0.00035652747880313916 -0.10107841185193814 -0.0016374406598597788 0.041302604829531658 -0.084327112774771062 0.055163395404840436 0.10079932801920771 -0.044518665940267647 -0.10203574343436284 0.071248976683331119 -0.00032140447819293573 -0.046049434808030969 0.080307673598632681 -0.007440450445725659 0.0047763369950932387 -0.10344982483169096 0.096023393532453025 -0.011921178189089037
leaf_weight=0.028352507258624371 0.028283936204474003 0.043153425270420764 0.0800591662943404 0.06562910114837095 0.04760858173710858 0.010481309246499371 0.061471523647753656 0.010338139038664873 0.077887702433145023 0.068611883392804884 0.039975723178940825 0.060769773052015807 0.080262842115189414 0.036659542159782177 0.061480740491958841 0.48432249375622394 0.074518843360277032 0.03996623200492877 0.034665488564883162 0.022740325732186761 0.031229749746978896 0.014560057022338757 53.407639652647184 0.54723641485794772 0.34441866411361832 1.5312668286787809 6.2789741808581647 0.19116934722467238 0.22639922479333996 0.9487133970380679
leaf_count=31 55 71 31 40 30 57 24 53 15 65 20 8 27 40 38 87 57 17 3 40 33 29 3073 182 28 23 278 34 14 130
internal_value=-1.15531e-05 -0.0148412 0.00192111 0.0216153 -0.0200171 4.91281e-05 -0.0124973 0.00320685 0.0128255 -0.0602627 -0.00645473 0.00440129 -0.0262106 -0.0681511 0.0315817 0.000151891 -0.0210325 0.00966625 0.0481305 0.019014 -0.0568926 -0.000593363 0.000227461 0.00300534 0.0153686 0.00427193 -0.000556122 -0.0180539 -0.00857555 0.00887561
internal_weight=64.9788 0.264803 0.221649 0.14159 0.0759611 64.714 0.525742 0.395658 0.348661 0.130083 0.270773 0.230797 0.108547 0.0469977 0.122251 64.1883 0.228162 0.153643 0.097372 0.0627066 0.0562711 0.0250414 63.9601 10.5525 2.36001 2.01559 8.19249 1.91352 1.72235 1.17511
internal_count=4633 203 132 101 61 4430 345 256 163 89 148 128 82 93 46 4085 236 179 60 57 119 86 3849 776 138 110 638 360 326 144
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=31
num_cat=0
split_feature=0 4 1 4 4 2 1 0 0 2 3 0 4 3 3 3 4 4 4 4 0 0 2 3 0 1 3 3 2 2
split_gain=0.0055781 0.0271416 0.071431 0.064111 0.0378345 0.110401 0.162297 0.084374 0.0492478 0.0267916 0.0714108 0.0194127 0.0339544 0.0278008 0.0164684 0.0397987 0.0163561 0.036362 0.0159664 0.0895337 0.102939 0.0141502 0.0295912 0.0614428 0.0249619 0.0274719 0.0117743 0.016302 0.0497956 0.020992
threshold=85.799452775150016 42.720329370750001 61.950140699950005 48.109449608500007 41.362929270750008 -0.072755 62.111448187750007 85.705356740550016 85.683849075550015 -0.098419999999999994 0.096915000000000015 85.398872513700013 43.968221017800005 0.08326500000000002 0.089850000000000027 -0.27118499999999995 38.983591653800012 40.806664626150003 42.498713093000006 41.641174900500005 85.307464937250003 85.990333302400003 -0.08725999999999999 0.09721500000000001 86.036037090600004 61.821094709650005 -0.54009999999999991 -0.23921499999999998 -0.23353499999999996 -0.23371499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 26 11 9 7 14 8 18 10 -1 12 -4 -14 15 -7 -11 -18 19 -6 -21 22 -2 -24 -23 -26 -3 28 -28 -29
right_child=21 2 3 -5 5 6 -8 -9 -10 16 -12 -13 13 -15 -16 -17 17 -19 -20 20 -22 24 23 -25 25 -27 27 29 -30 -31
leaf_value=-0.0025941517735294274 0.0069928059060054767 0.042421998035518028 -0.1021343136284566 0.047920200764602301 0.10237990668403196 0.084701952773288319 0.082818172722706557 0.072841541856479855 -0.0045116152010295672 -0.0033738617353070138 -0.083853947831080466 -0.10109041654391288 -0.10155614794656614 0.098945682600036111 -0.10425485018751697 -0.10153678997501753 0.025460654493279597 -0.0010297354871888324 0.069459845339472998 0.048116208307241927 -0.10155562052159528 0.01742689644982888 0.0011806690598757212 -0.02551825823922186 -0.05106802891614614 -3.6259083706439945e-05 -0.10129494106654811 0.046441998528746128 0.046123352280869112 -0.0027277488432643259
leaf_weight=0.64263611488426287 1.3660778840858254 0.065073443994719926 0.037279019103664157 0.047613447532057762 0.1040758531889876 0.017363717560513581 0.078423495041988645 0.34842057951027527 0.5431564268656075 1.6291064547299452 0.13002838501415681 0.14560641513617156 0.0099624171161849517 0.022610986185100046 0.14650764564657948 0.033830103582943138 0.88376188860274885 1.2525836825734584 0.13394947299821069 0.11255545280437218 0.077654565859120339 0.82168391584309475 1.9954384172233397 1.5174210984841918 0.10570496333343626 51.616728235646256 0.055949600414813006 0.097676718465137813 0.038805628953521132 0.7817179916357021
leaf_count=271 54 23 33 3 4 21 13 12 8 66 28 74 5 59 18 36 33 35 9 24 29 18 35 29 7 3453 34 56 29 114
internal_value=-1.04465e-05 0.00256659 -0.010545 -0.0570935 0.00535026 0.0185937 -0.0389081 0.0306239 0.0154812 0.000692899 -0.016269 -0.0803001 -0.036963 0.0376232 -0.0871941 -0.0383691 0.00417346 0.00992879 0.0408394 0.0278123 -0.0129884 -0.000344175 -0.00549572 -0.0103522 0.000134167 -0.000140553 0.00123838 -0.0015127 -0.0409219 0.00273367
internal_weight=64.8594 7.43635 1.3023 0.263072 6.13405 1.59594 0.276125 1.31981 0.971392 4.53812 0.772664 0.215459 0.0698524 0.0325734 0.197701 0.0511938 3.76545 2.13635 0.428235 0.294286 0.19021 57.4231 4.87894 3.51286 52.5441 51.7224 1.03922 0.97415 0.0947552 0.879395
internal_count=4633 1037 430 174 607 174 88 86 74 433 299 171 97 64 75 57 134 68 66 57 53 3596 118 64 3478 3460 256 233 63 170
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=31
num_cat=0
split_feature=2 2 0 3 0 0 4 3 3 2 4 0 4 1 4 3 4 4 4 3 1 0 0 0 4 3 4 0 3 0
split_gain=0.00642668 0.0318878 0.174084 0.0999753 0.113234 0.128638 0.0661173 0.0551959 0.0471993 0.0307398 0.0879288 0.0294747 0.024283 0.132345 0.0519864 0.0657991 0.0633608 0.0746836 0.0588258 0.0441992 0.0392551 0.094028 0.301897 0.0696688 0.218083 0.0853944 0.0708373 0.060815 0.0750206 0.0414684
threshold=-0.079369999999999996 -0.084729999999999986 87.028078140750011 0.09117500000000002 89.576736448400013 93.72771580185001 43.067541470150012 0.082535000000000011 0.087795000000000026 -0.077085000000000001 41.772405911750006 94.75470680765001 42.527280425250005 62.111448187750007 42.388109226950007 0.42293500000000012 42.243697547450004 42.027798546600003 41.873095646600007 0.097645000000000023 63.910026677050006 86.780739992750014 87.261973998100004 93.501885318850015 40.099856909850011 0.080110000000000028 37.688226470200007 94.047642319350018 0.093325000000000033 94.770837556450019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 -6 -7 -3 -9 10 -2 -12 14 -14 16 -16 17 18 20 -19 21 -11 -23 24 25 -22 -27 28 -25 -29
right_child=9 2 3 -5 5 6 -8 8 -10 12 11 -13 13 -15 15 -17 -18 19 -20 -21 23 22 -24 27 -26 26 -28 29 -30 -31
leaf_value=0.00037461439498462297 0.066816162507929364 -0.026676184278877021 -0.10465528026041603 -0.1025392652531759 0.084247672929759571 -0.077440905063344556 0.01590548879590831 0.018127207337948231 -0.005171094682306727 0.0033513747979574018 0.018381231155641258 -0.012388210597073977 -0.081961825318829923 -0.0026379398598678468 0.054554840513707695 0.00061574658234259919 -0.030344355961449618 0.064419809818365134 -0.027771616850927945 0.0059094921343188899 0.039303155107622618 -0.036557823095128714 0.090910949228927229 -0.0042661777484042322 -0.097377726522396249 -0.00093072902852785384 -0.051597979377819986 -0.025752133543849278 0.073626125840230913 0.0007087242646938584
leaf_weight=25.312970678747263 0.26801965260652494 0.65869218028456167 0.14191303215920914 0.25369689450940314 0.12411609850823879 0.17234471609420332 0.1355639469675225 1.5251597143360416 2.0227771486679558 10.516755945855973 0.65188119071535744 0.59591877365892287 0.21968065447775487 4.9412123772298742 0.41155687344988834 0.50203700363636017 0.64344689416321799 0.29458375000694914 0.70787131066589282 0.2298378164996393 0.34075348742771794 0.31136619905009943 0.4607409251620993 0.24491922720335324 0.30489913257360957 0.8663323855398628 0.40490016608600854 0.62730050362006196 0.24972407676978037 10.601530218104338
leaf_count=2514 32 27 7 48 8 70 18 35 39 238 62 16 120 380 44 2 36 33 40 20 26 19 55 33 47 32 44 36 19 533
internal_value=-1.02993e-05 -0.00107099 -0.00833968 -0.0502633 -0.0271559 -0.00169858 -0.036343 -9.13985e-05 0.0048442 0.000925556 0.0148488 0.0036865 0.000283663 -0.00601447 0.00145631 0.0249143 0.000656789 0.00141927 0.000655102 0.0387765 0.00146229 0.00582425 0.0395069 -0.0021477 -0.0198218 -0.00515244 -0.0170688 0.000742151 0.0350583 -0.000769516
internal_weight=64.7425 30.3472 5.03426 0.827635 0.573938 0.432025 0.307909 4.20663 3.54794 34.3953 1.51582 1.2478 32.8794 5.16089 27.7186 0.913594 26.805 26.1615 25.6371 0.524422 24.9292 11.2889 0.772107 13.6404 1.91689 1.61199 1.27123 11.7235 0.494643 11.2288
internal_count=4633 2766 252 151 103 96 88 101 74 1867 110 78 1757 500 1257 46 1211 1175 1122 53 1082 312 74 770 149 102 76 621 52 569
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=31
num_cat=0
split_feature=4 4 4 3 4 0 0 4 3 3 0 0 0 0 1 2 4 1 4 4 3 2 2 2 1 3 3 1 0 3
split_gain=0.00632574 0.0785789 0.0965712 0.0843878 0.0320396 0.148323 0.0403907 0.0208675 0.0188699 0.0428289 0.0172629 0.0835242 0.0809664 0.0562926 0.114672 0.0677537 0.0658859 0.0561921 0.0466558 0.0344207 0.0520816 0.0218779 0.0263721 0.032331 0.0288966 0.0200886 0.0615731 0.0514269 0.0184057 0.0235241
threshold=43.022303514600004 43.084051236300006 43.157831852650006 0.085345000000000018 42.783136484500005 86.474255765850003 90.490812212800009 42.759119507950011 -0.25420999999999999 -0.55393499999999996 96.082805124100005 96.741477366050006 95.550490414250007 91.625341543800019 62.678712853250012 -0.122165 45.458122212500008 65.036490633650018 43.276780833950006 48.109449608500007 0.079745000000000024 -0.17605999999999999 -0.092084999999999986 -0.083004999999999982 87.143681840350013 0.10249000000000003 0.086555000000000021 62.068432857650002 104.22883325935001 0.074735000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 -6 -7 -1 9 -4 12 -12 13 14 25 16 -15 -16 -13 20 -19 -20 24 -24 -23 26 27 -10 -26 -30
right_child=1 2 8 -5 5 6 -8 -9 10 -11 11 18 -14 15 17 -17 -18 19 21 -21 -22 22 23 -25 28 -27 -28 -29 29 -31
leaf_value=-0.00026479956499537841 0.048762612695158934 0.017551806651168865 0.017756388921748696 -0.10495965977919537 0.005275623081731972 -0.10412311965352908 -0.032475491453945952 0.01805817894866979 0.0028780247583937305 -0.081161996648643375 -0.10395530940573852 -0.073362171852280986 0.058600039694750666 0.058871041446564201 0.087192673446285701 -0.1015179420966206 -0.10086082146310978 0.06821852444893875 0.047632311667932616 0.082513396982647813 -0.070181481618819083 -0.10032896743197067 0.049406539294942403 -0.00074974527619377663 0.074166788330092256 -0.010751398331452429 0.027979392874569797 -0.036170936077817878 0.045061982347459416 -0.10022226248586728
leaf_weight=53.86237684182975 0.35212502437226589 0.087355475136145055 0.090521437921324832 0.15777031795985863 0.84449859497391944 0.18917041042004712 0.13471508455582182 0.62880933804774386 2.5473623884973327 0.084751024910892592 0.081051852122755341 0.084759567373908218 0.27851754681887531 0.080124268652070896 0.2416591192902614 0.11052032645375209 0.038103478764384136 0.043567622710725118 0.10135699453121683 0.048044019029475749 0.072332000652124862 0.053303610731746942 0.13857250539876997 1.7714656214040168 0.021655819553416222 1.0917604244314132 0.87134419020003395 0.38873241831606709 0.019531201924110064 0.025955805169473933
leaf_count=3018 35 35 30 30 53 24 39 17 158 82 18 15 24 19 87 128 101 23 60 7 38 145 17 210 20 19 35 33 20 93
internal_value=-9.19756e-06 0.00246904 0.000558036 -0.0613003 -0.000404679 -0.0167896 -0.0743224 -5.33588e-05 0.00238822 -0.0300745 0.00308982 -0.00424816 0.00599071 0.00334275 0.00543719 -0.0452286 0.00739125 0.0565354 -0.000602285 0.0113455 -0.0181558 0.00229056 2.7211e-05 0.00288907 -0.0453562 0.00120679 0.00463572 -0.00229197 -0.00171414 -0.0378401
internal_weight=64.5418 8.88224 8.53012 0.245126 55.6596 1.16838 0.323885 54.4912 8.28499 0.175272 8.10972 2.29765 5.81207 5.53355 5.3048 0.228748 0.118228 0.405603 2.2166 0.163944 0.1159 2.13184 2.03048 1.91004 0.120446 4.8992 3.80744 2.93609 0.0671428 0.045487
internal_count=4633 1482 1447 65 3151 116 63 3035 1382 112 1270 598 672 648 400 248 120 155 580 68 61 565 505 227 278 245 226 191 133 113
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=31
num_cat=0
split_feature=2 2 4 2 2 4 4 4 0 4 1 2 4 4 4 4 4 0 0 0 2 2 2 0 2 1 1 2 1 0
split_gain=0.00676767 0.0654725 0.164223 0.0247611 0.0350245 0.0343438 0.0387793 0.129357 0.0234655 0.0240351 0.0233358 0.122635 0.0512103 0.170136 0.168194 0.106249 0.0538495 0.0481695 0.0727306 0.120209 0.049446 0.150067 0.137874 0.0403857 0.040344 0.0355171 0.073668 0.153768 0.0616629 0.0360696
threshold=-0.08158 -0.082654999999999992 43.182896969600009 -0.083004999999999982 -0.084729999999999986 43.067541470150012 42.876019054300009 41.808689985400001 90.189704902150012 41.404176814550006 62.186725015400008 -0.086139999999999994 43.219899330700009 42.686561923500008 43.663128814500006 43.813842866750008 44.202975721700007 86.264556031700025 87.261973998100004 87.842680954300008 -0.088274999999999992 -0.090369999999999992 -0.087660000000000002 95.093452532100017 -0.14831999999999998 66.235542959850008 69.633754036750005 -0.124155 64.630533455950015 94.770837556450019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 10 6 7 -6 -3 -10 -1 12 13 17 -14 -16 23 -12 -19 -20 21 25 -22 -17 -15 28 27 -27 -21 -28
right_child=-2 2 -4 -5 5 -7 -8 -9 9 -11 11 -13 14 24 15 16 -18 18 19 20 22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.002044236540250139 0.00089028394846673176 -0.10445069116964018 0.0033331538197368771 0.029125960882951326 -0.10799175484475204 0.00046621757497308151 -0.0082762653337614695 0.0025423040622220504 0.013977123246185594 -0.10108018250125593 0.058349310994730445 0.07402578298414017 0.070865944864843142 -0.013193864425550497 -0.10374315989254357 0.0939244373939567 -0.0057493115603992817 -0.059112644928696306 0.089119897328652387 0.0042896938208864003 0.10061831198612899 -0.09363852898760959 -0.025095186633490269 -0.030063148428648385 -0.095876691526891364 -0.019536508660811455 -0.026431720362320624 0.072938083230981721 -0.044822043464014666 0.0029168458104848328
leaf_weight=15.763775326124371 36.323223201627265 0.22449719467476903 0.56599224375895574 0.28266932603094019 0.20142555887878077 0.80819621820501197 0.47376545739462017 0.22319613467516319 0.039284418663610765 0.033757448443111571 0.150409032289473 0.24527175430287762 0.44162775023420386 0.080211465329838916 0.097265899337799056 0.10570700446260162 0.5894830483391047 0.19478843504202803 0.15784980310127128 0.63997057173400651 0.17404872014776629 0.17044558636834395 0.17491618423628441 0.034958740532601951 0.22329654506233954 0.31043575203511864 0.4633150768111135 0.42733748047612596 0.42572075701900758 4.3548627510086755
leaf_count=712 1932 44 14 17 28 23 3 13 15 30 46 20 52 37 11 16 580 15 18 18 11 26 38 88 45 30 80 32 38 601
internal_value=-1.10082e-05 -0.00117695 -0.0282856 -0.000316791 -0.000625809 -0.0144904 -0.0279455 -0.0498912 -0.0884321 -0.0391984 0.000312166 0.00423799 0.00238081 -0.000597792 0.0210348 -0.00556226 0.0075168 0.00231763 0.001193 0.0028024 0.000894386 -0.000991753 0.0376053 0.0631106 -0.0740252 0.00139304 0.00460058 0.0340272 -0.0153294 9.46932e-05
internal_weight=64.4017 28.0785 0.863531 27.215 26.9323 1.70658 0.898387 0.424622 0.297539 0.0730419 25.2257 9.46192 9.21665 7.94761 1.26904 0.827415 0.730149 7.6441 7.49369 7.2989 7.14105 6.79209 0.348965 0.140666 0.303508 6.62164 5.55595 0.737773 1.06569 4.81818
internal_count=4633 2701 103 2598 2581 67 44 41 89 45 2514 1802 1782 1035 747 695 684 953 907 892 874 825 49 104 82 799 743 62 56 681
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=31
num_cat=0
split_feature=3 2 4 1 1 1 0 1 1 2 4 0 3 1 3 3 2 3 3 1 0 3 3 0 1 2 4 3 0 4
split_gain=0.00648921 0.0342982 0.0149288 0.0288631 0.0200584 0.00724358 0.0337292 0.0231043 0.049653 0.0215013 0.0405515 0.025366 0.0210917 0.0193586 0.0145007 0.0347856 0.00955548 0.00876282 0.00792314 0.0282725 0.018415 0.0112088 0.0513536 0.0256618 0.0571563 0.0310797 0.0751144 0.0906678 0.0688885 0.0547081
threshold=-0.27651499999999996 -0.031989999999999998 35.771221912400001 61.944763783650011 57.027573863050009 60.87206898960001 82.605564516150011 59.240174904450008 58.309968391300011 -0.013285 42.154118731400011 71.340924949550015 0.080960000000000018 55.887667615750004 -0.24212500000000001 0.07771500000000002 -0.11963999999999998 -0.11269 0.18642000000000006 62.025417527550012 86.538778761000017 0.10487000000000003 0.10646500000000002 99.524031531050014 75.499969677400017 -0.070854999999999987 41.32819714970001 0.11360500000000003 88.122280599850015 41.11191809080001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 10 16 13 -11 14 -12 -16 17 -2 21 -20 -21 -7 -23 25 -25 29 27 -27 -28 -24
right_child=5 -3 3 -5 -6 18 -8 -9 -10 12 11 -13 -14 -15 15 -17 -18 -19 19 20 -22 22 23 24 -26 26 28 -29 -30 -31
leaf_value=0.05406781959947457 0.085404291850200806 -0.10086788828792195 -0.033197682652826591 -0.070546507034755374 0.052586061481281733 0.00044108146274681001 -0.10169303118376452 0.080319529287531166 -0.10133971032569529 0.068209094802629419 0.022568849915683212 -0.077645939538341285 -0.10096749984924402 0.045644688017661354 -0.10141198176349187 0.056395583185877785 0.085670059512351862 -0.017757859232905768 0.021745566860039089 -0.014912273443402554 0.0046706428745238657 -0.027003318962709862 -0.026400950377667754 -0.0012852132828437186 -0.065074018966745056 0.036968033724596068 -0.034941398410640624 -0.0012473941061103026 0.010582413842603734 0.0019831694821881196
leaf_weight=0.041181452355843362 0.013233154347005893 0.040072125291330418 0.046995493156217094 0.057638912124957642 0.064899627908744151 51.446343513271827 0.038658626478195401 0.030065152301176568 0.052591612064119886 0.0094347038412355699 0.044122385543687415 0.047166708736313012 0.033664456321275793 0.07038716203533113 0.044396538051699963 0.020380538870085729 0.06698676897212863 0.021795045882981867 0.76645237123011378 0.63505947618978131 1.9691548900655123 0.83619638177247591 0.95637947599721007 0.49757266615051765 0.1957200995335775 1.2044203270706937 0.66475135395012308 1.281293123232899 0.66487424616934732 2.341700997631051
leaf_count=54 13 71 36 27 15 3604 36 13 40 65 11 21 28 10 52 9 11 36 19 16 101 44 63 4 81 34 35 26 19 39
internal_value=-1.08267e-05 -0.0160652 6.18928e-05 -0.0130567 0.0165572 5.21297e-05 -0.0120239 -0.00439225 -0.0103968 0.00247527 0.0111889 -0.0123941 -0.0639336 0.00477238 -0.0216454 -0.0517617 0.0635387 0.0212153 0.000145922 0.00486372 -0.000104815 -0.000118719 -0.0034509 -0.000928139 -0.0192931 0.000861761 0.00700735 0.0172694 -0.0121774 -0.00624768
internal_weight=64.2036 0.250788 0.210715 0.169534 0.111895 63.9528 0.492883 0.454224 0.424159 0.371567 0.328468 0.226453 0.0430992 0.179287 0.108899 0.0647771 0.102015 0.0350282 63.4599 3.37067 2.60421 60.0893 8.64291 7.80671 0.693293 7.11342 3.81534 2.48571 1.32963 3.29808
internal_count=4633 203 132 78 51 4430 345 309 296 256 163 103 93 82 72 61 60 49 4085 136 117 3949 345 301 85 216 114 60 54 102
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=31
num_cat=0
split_feature=4 3 1 1 4 2 3 0 3 3 2 0 0 2 2 3 0 4 3 3 1 0 3 4 4 1 3 3 2 2
split_gain=0.00927928 0.0270022 0.0272584 0.0185977 0.0137316 0.0252438 0.0338814 0.0114414 0.00948832 0.00826859 0.00672316 0.0281044 0.0580702 0.00690622 0.0358512 0.0987064 0.0496607 0.0108331 0.0385769 0.0754413 0.00923042 0.0436939 0.105556 0.144092 0.0999308 0.0406578 0.0948582 0.0855951 0.0578864 0.0455335
threshold=32.724174661450007 0.088565000000000019 72.209296925700016 68.846035804500005 34.515670600900002 0.18839000000000003 0.08729000000000002 93.501885318850015 0.10821500000000002 -0.089139999999999997 0.28423000000000004 100.53758024625002 93.910530954700008 0.25783500000000009 0.20852500000000004 0.096480000000000024 103.75566462840003 40.858951393400005 0.11636500000000001 -0.091114999999999988 80.538140213850014 100.01333091085002 0.10020000000000003 42.320906304050006 40.300545846000013 76.279622535200005 0.082685000000000022 0.092385000000000023 -0.15580499999999997 -0.07490999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 9 -1 -3 -2 13 12 -12 14 20 16 -16 18 19 -15 21 25 23 24 -23 -6 28 -28 -27 -29
right_child=4 8 -4 -5 10 -7 -8 -9 -10 -11 11 -13 -14 17 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.10026204674318245 0.0079051083410575582 -0.10157315737249123 -0.10046395191187268 0.10046892442139765 -0.00045564545475720571 -0.032477825666991054 0.058666457092211383 0.10013923723546891 -0.01734887204951217 -0.073374101774882114 -0.0094972707128086822 -0.0023604859130696662 0.09237405336123683 0.0085796488525648334 -0.053762243402379888 0.093838749184662396 0.047349338741173218 0.0033238297687396938 0.00049373095799547045 -0.10255624381343689 0.0047289819842097729 -0.054198067810072609 -0.099540291783298263 -0.084925663581830804 0.049661762453169139 0.06277490592444411 0.078549482658752362 -0.071722685536203853 -0.10169870165224125 0.032336587052556896
leaf_weight=0.0094320624510134676 0.023924989590398127 0.041394860047316406 0.014198699396699155 0.031552048167213798 56.28294606137208 0.066270988798464714 0.17388128631973743 0.0040818075649440297 0.019760826625303096 0.026247291265010797 0.11725339684414748 0.60121391093855436 0.1070372715735175 0.12035550571454223 0.12202307998631923 0.14831665306701325 0.080699658752564574 0.54789575519885148 0.51042255759239197 0.12402037045649084 3.5711680094527543 0.12613920617013619 0.14938682942010928 0.17119744996819009 0.34884717405293486 0.029204484972524369 0.29503201991110473 0.07066805381418817 0.080058487666206157 0.10383827361147269
leaf_count=72 23 53 96 3 2586 16 67 1 16 21 29 67 32 19 37 19 12 15 3 45 980 49 33 111 40 9 40 27 92 20
internal_value=-9.85287e-06 -0.027743 0.0203598 0.0584271 4.23305e-05 0.0217409 0.0377778 -0.0397317 -0.0743583 -0.0346156 -5.65528e-05 0.00890937 0.0391183 -0.000174255 -2.18293e-05 0.0318445 -0.0135118 -0.00737958 -0.015149 -0.0478216 -0.000204528 -0.000510099 -0.0237832 -0.00626941 0.0220803 -0.000184478 0.026184 0.0457127 -0.0577372 -0.00980324
internal_weight=64.1185 0.12042 0.0592646 0.0450659 63.998 0.290325 0.224054 0.0135139 0.0611557 0.0501723 63.7077 0.825505 0.224291 62.8822 61.5795 0.351039 0.202723 1.30269 0.754798 0.244376 61.2285 57.6573 0.795571 0.646184 0.474986 56.8617 0.578801 0.469538 0.109263 0.174506
internal_count=4633 241 172 76 4392 127 111 73 69 44 4265 128 61 4137 4055 68 49 82 67 64 3987 3007 233 200 89 2774 188 87 101 47
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=31
num_cat=0
split_feature=3 4 3 1 2 4 2 4 2 2 3 4 1 0 1 1 1 3 3 0 2 0 4 2 2 3 0 4 2 2
split_gain=0.00629102 0.0317546 0.0715925 0.147909 0.0482273 0.146812 0.14227 0.0343465 0.0786209 0.0270433 0.124658 0.0401116 0.0494712 0.0332486 0.0358078 0.0283366 0.117068 0.0508403 0.130106 0.0491941 0.0547336 0.0625398 0.0758482 0.11707 0.0921141 0.0600996 0.0688341 0.0514919 0.0873141 0.0514316
threshold=0.093325000000000033 39.683197198900011 0.098085000000000019 67.181880221750006 -0.070854999999999987 38.110427674550003 -0.040509999999999997 38.238138001450004 -0.11534 0.22387500000000005 0.08079500000000002 35.887362732750006 68.20618276945001 96.324766355850002 80.314998189050016 75.499969677400017 75.629015667650023 0.08759500000000002 0.08729000000000002 86.264556031700025 -0.14174999999999999 87.525442894850016 42.876019054300009 -0.097799999999999984 -0.070854999999999987 0.090850000000000028 94.770837556450019 41.444941515100005 -0.086800000000000002 -0.060989999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 5 -4 -6 8 -5 15 11 -11 -13 -14 -15 17 -17 18 -1 27 -21 22 23 -22 -25 -23 29 -19 -29 -27
right_child=1 -3 4 7 6 -7 -8 -9 -10 10 -12 12 13 14 -16 16 -18 19 -20 20 21 25 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00029142125529705995 0.086708830853584551 -0.00086953301966472538 0.00075619523723020085 0.048563562282205604 0.070594783152794785 -0.078473637760986162 0.0020076161059599576 0.019330523247251194 -0.07278542875567956 0.080506393105544333 -0.10162642664223308 -0.060190488391156517 0.08501245101664108 -0.062690468996840748 0.034534922551654815 0.085757036337582915 0.0036000384208011052 -0.0067893809195339987 0.057797009013281143 0.0074969353923360765 -0.010782938284436168 -0.00035277971563285013 -0.0089258277164631916 -0.10653997492074525 -0.031914080632446835 -0.082470994238623738 -0.0071156195868568306 0.0020349340450836998 0.054153575819966382 -0.017976925618016878
leaf_weight=22.299496623591484 0.32643904467113383 17.498641915175696 1.8029304008265321 0.087349765688486514 0.34641570677740707 0.26873547909099205 2.3819132358831148 0.69974909595779877 0.13733197736958314 0.061454928051275171 0.14685144782303183 0.11594372400941211 0.058665058571705231 0.061712382143014111 0.098092938536410657 0.17977189039811214 4.9242552315553443 2.7030563511693781 0.40050542929020494 1.26579656703052 0.53141053766012192 2.9745060500827094 1.0360169486375523 0.37490542908199131 0.29599380353465699 0.28988618233415764 0.74211471727176104 1.242261588336987 0.43364590412693349 0.21562064334284492
leaf_count=1604 21 627 130 38 33 49 106 33 37 45 89 21 9 12 50 9 1250 54 21 36 3 137 9 30 15 24 17 50 39 35
internal_value=-9.60757e-06 0.0012898 0.00753442 0.0288423 0.00198163 -0.00952146 0.0107161 0.00840816 -0.0256084 -0.000766069 -0.0229383 0.00625186 -0.00739381 0.0206257 -0.00301083 -0.000464552 0.00649374 -0.00148495 0.00130602 -0.00671865 -0.0115179 -0.0152434 -0.0287564 -0.0458442 -0.0736158 -0.00807966 -0.0265016 0.00174912 0.0155208 -0.0549615
internal_weight=64.0015 23.5495 6.05086 1.25087 4.79999 2.07167 2.72833 0.924431 0.224682 40.452 0.54272 0.395869 0.334414 0.21847 0.159805 39.9092 5.10403 34.8052 22.7 12.1052 7.72625 6.46045 2.23833 1.20231 0.670899 4.22213 1.24762 4.37896 1.67591 0.505507
internal_count=4633 1074 447 129 318 179 139 108 75 3559 226 137 92 71 62 3333 1259 2074 1625 449 306 270 57 48 45 213 76 143 89 59
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=31
num_cat=0
split_feature=4 2 2 1 2 2 2 4 0 0 0 0 0 0 4 4 4 3 3 3 1 3 3 0 1 2 1 0 1 3
split_gain=0.00580216 0.0466972 0.0469138 0.0151507 0.0132049 0.0187955 0.0107028 0.00745151 0.040122 0.0672384 0.0713926 0.0603424 0.109439 0.048297 0.175816 0.0333361 0.0448763 0.0264833 0.0194921 0.0160668 0.0141569 0.0831594 0.117692 0.0511826 0.0757874 0.0300937 0.023043 0.0219762 0.0649864 0.0383467
threshold=33.96174662340001 0.15915000000000004 -0.11692 77.443724905700023 0.11061500000000003 -0.09280999999999999 -0.074029999999999999 38.396531328800009 91.437149474700007 93.308316333500017 93.843319501450011 94.770837556450019 95.050437202000012 85.823648898300021 37.041406607950009 38.751720283100006 38.474425342400004 0.090465000000000031 0.085855000000000029 0.11360500000000003 61.821094709650005 0.090665000000000009 0.10176000000000003 85.931187223550012 61.546871980350012 -0.23557500000000001 55.782817748650011 85.398872513700013 61.923256118600001 0.083745000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 8 13 -10 -11 -12 -13 -2 18 16 -9 -18 -15 -14 21 23 -23 24 25 -17 -27 28 -22 -30
right_child=7 -3 4 -5 -6 6 -8 15 9 10 11 12 19 14 -16 20 17 -19 -20 -21 27 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10096455918308099 -0.00041803941881037851 -0.084400729570824368 0.084917703055868612 0.042169427890149769 0.10071905996799563 -0.049443573630776935 0.034617522176818342 -9.917646633714067e-05 -0.057624307975560833 0.055393674598493182 -0.028956255117120407 0.069331074592943007 0.0008885902660234476 -0.0082835461249938687 0.080150156306138809 -0.10096776242740733 -0.064775301802827021 -0.013758753436493749 0.01796149046592465 -0.01789959652507812 0.059730149203904508 -0.10448307362542891 0.0040051284613265179 -0.10281007771352663 0.096441424326003236 -0.054097369071409468 0.019213503676288872 1.7490354037652554e-05 0.015174312778956362 -0.088257794479154536
leaf_weight=0.037722140581471386 1.6398714770520801 0.069917183481178924 0.034227258855880294 0.0091984163109657402 0.031157137122306722 0.030561800588648325 0.030028178078099432 0.55745484597537043 0.21552287366648659 0.21782115760288423 0.75112596107123852 0.22776244752003583 2.5149597072827299 0.60835922568367073 0.41226313021616068 0.026705435371248143 0.24327276491524685 0.17491592063038297 0.52910300303483382 0.5557297903515489 0.21583428100438951 0.18723880747893418 0.21461048910623504 0.035131043352521374 0.10734178451821208 0.049767115629115177 0.30958212507212579 53.637948208258223 0.089953256997659992 0.059588517823442544
leaf_count=92 142 65 24 72 4 24 33 18 24 14 44 18 316 22 29 78 28 25 39 29 12 31 29 7 6 141 95 2966 100 106
internal_value=-1.00284e-05 -0.0154388 0.0124488 -0.0729042 0.0442394 0.0256801 -0.00778319 4.88925e-05 0.00297122 -0.00312849 -0.000376209 -0.00337599 0.00244916 0.0115443 0.0242024 -0.000352143 -0.0186748 -0.0434366 0.00392462 -0.00251167 -2.67247e-05 -0.0122573 -0.0465442 0.0138117 0.0221155 0.00144927 0.00906051 0.000183985 0.0246257 -0.0260407
internal_weight=63.8247 0.242812 0.172895 0.0469206 0.125974 0.0948172 0.06059 63.5819 7.67252 4.48292 4.2674 4.04958 3.29845 3.1896 1.54973 55.9093 0.975644 0.418189 1.13746 3.07069 54.9337 0.930377 0.401849 0.528528 0.493396 0.386055 0.359349 54.0033 0.365376 0.149542
internal_count=4633 314 249 164 85 81 57 4319 677 445 421 407 363 232 90 3642 71 53 61 345 3571 387 60 327 320 314 236 3184 218 206
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=31
num_cat=0
split_feature=1 4 0 3 2 4 2 2 0 1 3 1 2 2 3 2 2 0 4 4 1 1 4 1 4 1 0 3 2 3
split_gain=0.00580162 0.042648 0.0411634 0.031387 0.0461995 0.0277727 0.0275223 0.0143962 0.0324463 0.0147715 0.0323826 0.00842093 0.0350814 0.0755401 0.0611969 0.0698074 0.0456205 0.0248568 0.0760721 0.195782 0.0538702 0.0518947 0.0363994 0.0233138 0.0169771 0.0135661 0.0974631 0.100305 0.0529989 0.0407767
threshold=83.602982482550019 44.749265482150008 122.35979489110001 -0.098985000000000004 0.20852500000000004 46.095286511800005 -0.13509999999999997 -0.088274999999999992 111.47691637905002 87.313054702550019 0.074735000000000024 80.13218303615001 0.063030000000000017 -0.045684999999999996 0.085715000000000027 -0.081984999999999988 -0.16262999999999997 100.01333091085002 41.243661560350013 40.00488309970001 78.473404369650012 78.381996793250025 34.823977857500005 73.007768990450018 42.206017975500011 76.279622535200005 98.51854819030001 0.082685000000000022 -0.14174999999999999 0.089965000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 5 6 -5 -3 -2 8 9 -7 -11 17 13 14 16 24 -13 25 19 22 21 23 -19 -20 -16 -1 27 -27 -28 -29
right_child=1 2 -4 4 -6 7 -8 -9 -10 10 -12 12 -14 -15 15 -17 -18 18 20 -21 -22 -23 -24 -25 -26 26 28 29 -30 -31
leaf_value=-0.00015160395241304081 0.060152854214110478 0.09198265191558247 -0.10043910083529117 -0.10052388746114121 0.040608944102005093 0.077013646313709661 -0.10041181427576165 0.049311287078762908 -0.10097399665436542 0.10010683701354439 -0.1001739993092105 0.041784314137413389 -0.0012319929412972937 0.064169252325525283 0.035807290650471481 -0.0027393992756204757 -0.10110065274524326 0.011986285630609375 0.0084411915836776034 0.057102109414620517 -0.097474848051457841 0.040544658451242326 -0.095007442586503288 -0.10076882986953327 0.090325791921035958 -0.079579312752295989 0.02276877339659562 0.091577657900642581 -0.10237207481575117 0.019930173053625506
leaf_weight=57.41032681032754 0.040613601278330691 0.056610294085885471 0.026340623913853278 0.11125782365962855 0.029303234474545192 0.029865806689485908 0.014482076035363889 0.057105814612441463 0.029576631533700493 0.013500697445124388 0.020080303609120165 0.030386191446041044 3.2653157190310438 0.28049331312104098 0.12017138312239695 0.63052376327686943 0.084442338520489102 0.040377924933564624 0.027912228371747005 0.3044070205942262 0.15526908812671536 0.083446899632690474 0.14960873008772069 0.065226234066358302 0.10886086063692346 0.057923430632711326 0.054738254805954512 0.19949083695018999 0.088656695547797426 0.13199258266195102
leaf_count=2882 55 10 69 548 47 10 66 21 40 8 77 23 105 27 39 29 123 38 32 32 49 8 58 38 9 79 24 36 33 18
internal_value=-8.41757e-06 -0.0116019 0.0172949 -0.0460257 -0.0711015 0.0322953 0.0179479 0.00978859 -0.0144739 0.0258494 -0.0196543 7.0119e-05 0.00422933 0.0184402 0.00527635 0.0144362 -0.0632901 -0.000249783 -0.0174722 0.00738748 -0.0545078 -0.0167275 -0.072268 -0.0680402 0.0617204 -4.19804e-06 0.015879 0.0418329 -0.054602 0.0630485
internal_weight=63.7183 0.428737 0.23308 0.195657 0.140561 0.20674 0.0550957 0.150129 0.0930234 0.0634468 0.033581 63.2896 4.52019 1.25488 0.974385 0.859556 0.114829 58.7694 0.826248 0.494394 0.331854 0.176585 0.189987 0.0931385 0.229032 57.9431 0.532802 0.389407 0.143395 0.331483
internal_count=4633 951 235 716 595 166 121 156 135 95 85 3682 355 250 223 77 146 3327 255 128 127 78 96 70 48 3072 190 133 57 54
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=31
num_cat=0
split_feature=3 4 3 1 2 2 2 0 4 2 4 3 4 1 1 0 4 4 0 0 0 2 2 4 4 3 3 3 2 3
split_gain=0.00545998 0.0259314 0.0604446 0.1257 0.0366106 0.0581827 0.102234 0.0322806 0.174845 0.0308633 0.0265679 0.0862282 0.0251983 0.0235654 0.0225091 0.0848867 0.0304936 0.0682934 0.0247016 0.0318873 0.0295666 0.0217485 0.0623991 0.0440362 0.0736575 0.0657408 0.0589448 0.0519542 0.0378356 0.0916768
threshold=0.093325000000000033 39.683197198900011 0.10020000000000003 64.730006406800015 -0.070854999999999987 1.0000000180025095e-35 -0.045684999999999996 89.711159354950013 35.374259656300005 -0.10771499999999999 38.751720283100006 0.097005000000000022 40.00488309970001 69.999384342500022 61.917879202350001 87.028078140750011 40.767054867700004 42.759119507950011 85.121961326250016 78.099708689550013 75.994645973400011 0.075080000000000022 0.11061500000000003 36.165040341950011 39.955516828000007 0.08674500000000003 0.079745000000000024 0.087245000000000031 0.26597500000000007 0.070640000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 -2 7 6 -6 -4 -9 13 11 -11 -3 -5 15 16 18 -18 19 20 -1 -16 -23 -24 27 26 28 -25 29 -26
right_child=1 12 4 9 5 -7 -8 8 -10 10 -12 -13 -14 -15 21 -17 17 -19 -20 -21 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.100118183917868 0.086557326275814556 -0.019094131406409164 0.0011023787963079269 0.086008322052608527 0.082337935090641232 0.0014699607703532083 -0.0020278376429448382 0.004402355870675426 -0.10482424236317765 -0.10357871478230339 0.012517756966815702 0.022456956128039249 4.8153431293276231e-05 0.016008196269867197 0.00021647475663686051 -0.091669237834683143 0.064326120912839777 -0.005362467246653531 -0.013611467690387772 -0.10162261027958111 0.089021561792058487 -0.10239496565732541 0.068629076194753197 -0.013636393286488824 -0.10143002205410662 0.049758444023854168 -0.10108772803653308 -0.10237239784231961 0.04373040307982775 0.056834749076444382
leaf_weight=0.013632228431639581 0.27105381269939588 0.71709339389201687 1.2740759209555106 0.083260853309184202 0.2696985842048889 2.0555959613542605 0.3072975852992389 0.54214185763704614 0.2008479423718903 0.090084008461543408 0.60391252032377452 0.13658801114685915 16.763032174458388 0.11385910739977589 37.153192509291451 0.12241335946600873 0.16526539846199007 0.94307874950224768 0.71342794362499262 0.074383092081916402 0.020991402747313259 0.075324190109642752 0.06983114124185974 0.13328367713307898 0.083999472678691234 0.21568269252918526 0.072130142771300143 0.13066739787598181 0.11588828786852901 0.064863670287195418
leaf_count=112 21 29 44 8 30 83 12 31 85 29 14 33 598 57 2664 15 93 229 21 32 8 27 55 61 46 32 78 31 39 16
internal_value=-9.62095e-06 0.00120362 0.00690673 0.02598 0.00157913 0.00934627 0.0374063 -0.00855823 -0.0251242 0.0100029 0.00156058 -0.0276321 -0.000737127 0.0455753 -0.000717258 -0.0109166 -0.00579678 0.00502881 -0.0203858 -0.0647222 0.0145523 -0.000167836 -0.0150153 -0.00758953 -0.014108 0.00665053 -0.0209486 -0.0575646 0.000884919 -0.0324698
internal_weight=63.5966 23.4285 5.94842 1.29876 4.64966 2.63259 0.576996 2.01707 0.74299 1.0277 0.830585 0.226672 17.4801 0.19712 40.1681 2.05319 1.93078 1.10834 0.822435 0.109007 0.0346236 38.1149 0.961671 0.886346 0.816515 0.552564 0.336882 0.263951 0.264751 0.148863
internal_count=4633 1074 447 162 285 125 42 160 116 141 76 62 627 65 3559 510 495 322 173 152 120 3049 385 358 303 211 179 92 101 62
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=31
num_cat=0
split_feature=1 4 0 3 2 4 1 0 3 1 1 3 1 2 2 3 2 2 0 4 2 4 1 0 4 4 3 1 1 1
split_gain=0.00549316 0.038112 0.0370582 0.0290776 0.0398111 0.0246791 0.0237939 0.0129938 0.0224954 0.0280537 0.0159897 0.0126743 0.00709421 0.02932 0.0641483 0.0534315 0.0463799 0.0416673 0.0241839 0.077246 0.0567907 0.0371507 0.096289 0.0985787 0.0312591 0.0476478 0.0300612 0.0295448 0.0880516 0.0589165
threshold=83.602982482550019 44.749265482150008 122.35979489110001 -0.098985000000000004 0.20852500000000004 46.095286511800005 88.512107028750009 119.82189041595002 -0.16179999999999997 87.313054702550019 93.155074220050025 0.074735000000000024 80.13218303615001 0.063030000000000017 -0.045684999999999996 0.085715000000000027 -0.079789999999999986 -0.16262999999999997 97.886760529650019 42.320906304050006 -0.22573999999999997 40.806664626150003 72.62331947780001 101.80384402570002 40.00488309970001 33.361153777850006 0.085625000000000021 75.499969677400017 75.629015667650023 76.279622535200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 5 6 -5 -3 -2 8 -7 -10 11 -11 18 14 15 17 -17 -14 27 21 -21 22 -20 26 25 -25 -24 -1 -29 -30
right_child=1 2 -4 4 -6 7 -8 -9 9 10 -12 -13 13 -15 -16 16 -18 -19 19 20 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-7.0787336698679285e-05 0.056177656620074727 0.090410858975040503 -0.1004073451839215 -0.10047499434131182 0.034193824703070266 -0.10102837657998565 -0.10031365626671584 0.072397606615858076 0.088168062950803663 0.0016690401492776719 0.081999667517121233 -0.10017609056135822 0.038255199598000389 -0.0010608547460725221 0.060156314317667818 0.051895567030086243 -0.0008551894091136992 -0.10099675435963745 0.0024790515365640023 0.011669883050462432 -0.093201336373821331 0.0088674405266221511 -0.022938948616921293 0.078845568901188656 0.071962688578529194 -0.10060642907055564 -0.094276476993579272 0.088104433639576207 -0.011332103819014783 0.048066936181007769
leaf_weight=54.595652949353301 0.039213268386220079 0.051555089891508032 0.024066551705544725 0.10069924699622745 0.028071128894932684 0.020146278760876157 0.012916230781502946 0.026664391095437168 0.033893508873575229 0.023941054590977728 0.011231645557472802 0.024957105579687777 0.029881432970000565 3.2595641483495541 0.26967378172048395 0.22779995670396147 0.62117373579530977 0.076497580967156864 1.0410462006693704 0.073153395494045981 0.17556517020693707 1.2172087871877009 0.075147976481332424 0.024981761109344802 0.065409015165641904 0.036289372715373247 0.27609900225689898 0.14936152414884318 0.6146105559746502 0.22927851327781923
leaf_count=2745 32 10 69 548 47 11 89 17 16 11 12 89 23 105 27 50 27 123 8 38 109 87 46 16 4 41 87 9 16 121
internal_value=-1.10521e-05 -0.0117319 0.0165805 -0.045609 -0.071118 0.0312149 0.0174035 0.00954501 -0.00513426 0.0154129 -0.0255972 -0.0503116 6.28053e-05 0.00389609 0.0170856 0.00492771 0.0132991 -0.0618814 -0.000230683 -0.00899949 -0.0623565 -0.00414934 -0.0145802 -0.0517395 0.0238851 -0.0274394 -0.0790141 0.000240167 0.0173323 0.00480618
internal_weight=63.4558 0.397356 0.216456 0.1809 0.12877 0.192389 0.0521295 0.140834 0.11417 0.0940233 0.0601298 0.0488982 63.0584 4.48459 1.22503 0.955353 0.848974 0.106379 58.5738 2.9849 0.248719 2.73618 1.51897 0.477927 0.12668 0.0612711 0.351247 55.5889 0.993251 0.843889
internal_count=4633 951 235 716 595 166 121 156 139 128 112 100 3682 355 250 223 77 146 3327 436 147 289 202 194 61 57 133 2891 146 137
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=31
num_cat=0
split_feature=3 1 0 2 3 2 1 0 4 0 3 4 4 2 3 4 3 2 1 3 3 2 3 4 1 4 0 3 1 3
split_gain=0.00579251 0.0135891 0.0162726 0.0109228 0.0711375 0.0343329 0.053075 0.0344515 0.0548075 0.0311139 0.0280988 0.0204108 0.0379278 0.0607363 0.0154924 0.0145115 0.0142746 0.0389565 0.0231903 0.0118169 0.0413213 0.0427358 0.0403402 0.109931 0.0323944 0.179207 0.0311993 0.0204294 0.0181745 0.0813669
threshold=0.18642000000000006 62.025417527550012 86.538778761000017 -0.58319500000000002 0.096095000000000028 -0.25105499999999997 62.068432857650002 100.01333091085002 35.771221912400001 86.264556031700025 0.095830000000000012 41.067148236900003 41.559097512700014 -0.60414999999999985 0.10052500000000002 38.804629908750009 0.084365000000000009 -0.26416999999999996 68.20618276945001 0.10487000000000003 0.10646500000000002 -0.093604999999999994 0.10990500000000002 41.489621506400006 63.452988794850008 38.171717059500004 98.51854819030001 0.10336500000000003 62.009286778800011 0.10214000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 11 6 9 8 -8 15 -9 -1 -13 -14 -6 -5 17 18 -10 27 -21 -22 23 -23 -24 -26 -27 28 -7 -30
right_child=1 2 -4 5 14 19 7 10 16 -11 -12 12 13 -15 -16 -17 -18 -19 -20 20 21 22 24 -25 25 26 -28 -29 29 -31
leaf_value=0.0025591279002044245 0.015573676540366226 -0.013306933795565629 0.0050728729263997355 0.049185893901269991 0.082158836478275044 0.0040338521602405969 0.08175651838939299 0.075343962090804684 0.074612989971486854 0.10079147933891536 -0.10063644243598896 -0.1049073299517769 0.076854786201895314 -0.10081951824917408 0.032052668719241451 -0.10023838163734505 -0.097327026930025151 -0.10202329879887778 -0.10059109773421795 -0.025111461233700338 -0.02439701193925102 0.055414832904758043 0.0013137833360747043 -0.010749833345429977 0.0087598837793639219 -0.10764062811709306 -0.043003632327415463 0.012787352972260819 -0.00024768744082291497 -0.032373800984894896
leaf_weight=0.67196208717226713 0.78200122655834947 0.63975496328203041 1.9497559888585199 0.011298707832010702 0.12204167087429596 9.1984861803967117 0.023830591726664352 0.035179360836735896 0.02897216826568183 0.043062938377261162 0.012226532273750479 0.054014605881093303 0.046730944406817798 0.032704635367878154 0.12481851940901834 0.015300780049528839 0.14218902275422352 0.054045714704216152 0.01021952493124445 0.81342399987059355 0.7309068605904957 0.46230058902885296 4.8446533706610353 0.54969343448465224 0.73808405773807073 0.18637888396915514 0.12459912269554252 1.2883046368527846 38.805509861635187 0.80472091300703041
leaf_count=109 23 16 101 16 20 767 8 68 72 2 27 12 20 33 31 57 62 28 12 38 56 33 66 23 40 25 27 41 2776 24
internal_value=-1.2313e-05 0.00402084 0.000532026 -0.000239036 0.00985953 -0.000419379 -0.0305274 -0.0484265 -0.0627591 0.0482669 0.0299566 -0.00453514 -0.0402569 0.00370402 0.0568239 -0.0367672 -0.0773874 -0.0469792 0.0289272 -0.000225852 -0.00368505 -0.00140279 0.00103094 0.0194756 -0.00213614 -0.0180682 -0.0817426 0.000357623 2.95402e-05 -0.000900361
internal_weight=63.3472 3.37151 2.58951 59.9757 1.05227 58.9234 0.376325 0.306663 0.259257 0.0696624 0.0474059 0.805412 0.13345 0.0794356 0.24686 0.0265995 0.235426 0.0932374 0.0391917 58.5471 8.45004 7.63662 6.90571 1.01199 5.89372 1.04906 0.310978 50.097 48.8087 39.6102
internal_count=4633 140 117 4493 225 4268 352 277 182 75 95 174 65 53 51 73 174 112 84 3916 308 270 214 56 158 92 52 3608 3567 2800
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=31
num_cat=0
split_feature=2 3 3 3 3 0 3 1 2 2 0 1 1 1 3 4 3 0 4 4 0 2 4 2 2 1 3 0 2 3
split_gain=0.00731342 0.0138213 0.0890562 0.0129483 0.0220236 0.00544497 0.0423519 0.029031 0.0242724 0.0248589 0.0230102 0.087708 0.0328115 0.0595899 0.0210406 0.0207895 0.0168011 0.0152371 0.0340618 0.0383471 0.0153569 0.0464163 0.0428654 0.0200933 0.105784 0.171028 0.205947 0.0797118 0.0726325 0.152404
threshold=0.28423000000000004 0.094595000000000026 -0.17949499999999999 -0.078164999999999998 -0.10696499999999999 85.619326080400015 0.11360500000000003 62.057679025150001 -0.22147500000000001 -0.237895 85.398872513700013 62.046925192600007 61.907125369850007 61.923256118600001 0.088565000000000019 43.968221017800005 0.082535000000000011 85.799452775150016 41.976795488650005 41.16018805045001 85.968825637350008 -0.08725999999999999 41.257948413050009 -0.06828999999999999 -0.054875 62.084563606450011 0.090850000000000028 86.538778761000017 -0.075639999999999999 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 7 10 9 -9 12 14 -1 -14 16 -15 -12 18 19 -7 21 -19 -23 28 25 -25 -27 -28 -22 -30
right_child=1 -3 3 -5 -6 17 -8 8 -10 -11 11 -13 13 15 -16 -17 -18 20 -20 -21 23 22 -24 24 -26 26 27 -29 29 -31
leaf_value=0.001723611315981866 0.083239075826703229 0.015827624983786062 -0.10049074512916648 -0.10128292261724092 0.043891141798001437 -0.0009252816497974767 -0.05811841546197926 -0.069053034245048009 -0.10067931634387102 0.081044872834095949 0.025215103145366086 0.0047618603917728639 0.10088904021192746 -0.10148989555678876 -0.10272769535543785 0.028614555058766492 -0.077484857665482076 0.0093286104664272642 -0.010884539819529734 0.022114247735300796 -0.00029430860986140607 -0.024394535926888124 0.00010166338696745753 0.10155840693918738 0.00075170858287495156 -0.045925236698851193 -0.0036395046906724823 0.077560896987086125 -0.069699313381038727 -0.0040611147172723173
leaf_weight=2.269088610041579 0.057297066814840036 0.6563735950698959 0.021462952517595113 0.061632542581517735 0.020806528465229235 1.3439079251838846 0.13891964216236363 0.024238406217222064 0.053515059730670944 0.020254313181110817 0.029058955617983773 0.51664381254340697 0.088733657059492432 0.024545270953142406 0.11302739367965842 0.024581748992204666 0.035255480866680955 1.3279238841860204 0.89156115777768707 1.5621309666894374 26.137310313452875 1.5727526976261281 1.3088147397793362 0.26878459984436875 21.889667060624838 0.37672221410261386 0.18190867453813553 0.36043624745070701 0.47383993032482763 1.3956246490389288
leaf_count=507 29 57 22 50 18 20 41 77 66 19 33 5 4 105 26 2 18 33 70 27 2147 25 30 14 995 39 5 59 47 43
internal_value=-1.24284e-05 0.00938419 -0.0168523 -0.072048 -0.0294209 -0.000135486 -0.00406494 -0.00171757 -0.0553026 -0.000724327 -2.3967e-05 -0.0160665 0.0046015 0.0519695 -0.0767449 -0.0363894 -0.0310823 8.64742e-05 0.00621383 0.0114595 -0.000334355 -0.00613989 -0.0132683 0.000144038 0.00232887 0.0313928 0.0108726 0.0503254 -0.00165626 -0.020698
internal_weight=63.2468 0.817573 0.161199 0.103902 0.0422695 62.4292 3.33786 3.19894 0.0980078 0.0444927 3.10093 0.693986 2.40695 0.137861 0.177342 0.049127 0.0643144 59.0914 3.7976 2.90604 55.2938 4.20949 2.88157 51.0843 23.0775 1.18785 0.919067 0.542345 28.0068 1.86946
internal_count=4633 176 119 90 40 4457 903 862 162 96 700 82 618 111 77 107 51 3554 117 47 3437 88 55 3349 1112 117 103 64 2237 90
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=31
num_cat=0
split_feature=4 4 0 1 4 4 1 3 0 4 1 2 2 4 4 0 1 3 1 0 3 0 4 4 3 3 3 3 0 4
split_gain=0.00621388 0.029838 0.0547549 0.150287 0.0885209 0.0931044 0.0561699 0.0523082 0.0537365 0.0481398 0.102473 0.0303526 0.027805 0.0473993 0.0268081 0.0310942 0.021234 0.0188894 0.0377433 0.0861338 0.0777706 0.0792711 0.0696806 0.113529 0.0319291 0.0259258 0.100554 0.0819081 0.0291899 0.159863
threshold=40.574766824850009 40.165165956550005 86.538778761000017 62.068432857650002 38.474425342400004 38.060777288450005 64.630533455950015 0.08326500000000002 86.393602021950016 39.571921479100006 61.950140699950005 -0.02903 -0.036264999999999999 38.110427674550003 40.722669576350008 87.261973998100004 65.130586668250018 0.11768500000000003 69.999384342500022 93.843319501450011 0.10307000000000002 90.321439350550008 38.751720283100006 36.859113051050009 0.089045000000000027 0.091385000000000022 0.092675000000000021 0.090850000000000028 97.491557184450016 37.765550062200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -5 -4 -3 -9 10 12 -10 13 -1 15 -2 -8 18 20 -20 21 -18 23 -23 -24 27 -27 -21 -28 -30
right_child=14 7 6 4 -6 -7 16 8 11 -11 -12 -13 -14 -15 -16 -17 17 -19 19 25 -22 22 24 -25 -26 26 28 -29 29 -31
leaf_value=0.0030692121129071697 -0.030896652715975765 0.031010322369574919 0.020594123947215225 -0.087998462238982264 -0.10546321176281309 0.10040052739670911 -0.031193574025260653 0.012718606542214142 -9.5833806450062778e-06 -0.017849268021699748 0.061113854149135921 -0.024088763134753211 0.013185340971771776 -0.031422812958259758 -0.00021429574064063192 -0.0032140531355648893 -0.016464194183892902 -0.015583109071808376 -0.063184004540301375 -0.0017841369848613474 0.055816955894671887 0.040370625790508569 0.094569525426656795 -0.049072883843605024 0.031385464846483989 0.065454773889863288 0.0099994329430880356 -0.068847017290911403 0.0053567288939734524 -0.089136123590658645
leaf_weight=1.0319542493885179 0.61757622768527554 0.80207998335549646 1.5179650681093324 0.053646916090949293 0.24754795290027687 0.05132788293849444 0.21238690451718767 3.0072568211253383 1.7872919556324405 1.7596276703843612 0.27629755796209554 0.74033892362422205 0.72469856038264646 0.64896480854531535 37.093530565355863 1.1830093204899865 0.87699347280340345 0.66878616750262665 0.21877403565667819 4.540553031259793 0.36237411131151009 0.36285046371631324 0.16132385525816062 0.23305682142381556 0.15861150658383849 0.27026904381360317 1.9194505035629847 0.18973207353383248 1.1747312919510178 0.21123396625819157
leaf_count=158 70 71 44 38 18 5 13 46 44 33 23 19 35 28 2812 41 44 81 34 520 21 37 27 22 22 38 67 34 121 67
internal_value=-9.81889e-06 0.00124794 -0.000842449 -0.00998459 -0.0728313 0.00412004 0.00250855 0.00714378 0.00368519 -0.00499648 0.00343635 -0.00706234 -0.00318821 -0.0102474 -0.000792723 -0.0127088 0.00013393 0.000720211 0.00174114 -0.00124796 0.0135642 0.00502397 0.0256006 0.00538965 0.0632453 0.000383399 0.00680931 -0.00447403 0.00201414 -0.00904486
internal_weight=63.1042 24.2101 17.8732 4.79407 0.352523 0.104975 13.0791 6.33697 5.53489 4.44154 2.68192 2.52763 2.40562 1.68092 38.8941 1.80059 11.5611 11.3487 10.68 8.52474 2.15521 1.79284 0.915843 0.595907 0.319935 8.30597 3.57568 4.73029 3.30542 1.38597
internal_count=4633 1710 1530 338 61 43 1192 180 109 277 244 63 221 186 2923 111 1148 1135 1054 881 173 152 108 59 49 847 293 554 255 188
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=31
num_cat=0
split_feature=3 3 1 2 1 3 4 3 0 2 4 2 2 2 2 3 2 0 0 4 4 3 0 1 1 3 2 0 0 0
split_gain=0.00579503 0.0326156 0.0857615 0.0200511 0.0112706 0.0282318 0.0155245 0.0282847 0.0132953 0.0279795 0.0100263 0.0329064 0.0362999 0.0106708 0.0246416 0.0160119 0.00872016 0.0213605 0.048501 0.00847697 0.0216327 0.02376 0.0322831 0.0449043 0.0210728 0.0190287 0.0176732 0.0160025 0.0358753 0.0142546
threshold=-0.25098999999999999 -0.26568999999999993 73.448676123850007 -0.15397999999999998 62.046925192600007 -0.55393499999999996 41.909642283050012 -0.27118499999999995 76.535026057600007 -0.23353499999999996 33.96174662340001 0.15915000000000004 -0.11692 0.058065000000000012 -0.09280999999999999 0.099465000000000012 0.28423000000000004 100.53758024625002 93.910530954700008 47.927946529500012 48.393869453650005 0.087935000000000027 84.226704768850013 81.339300736700025 90.679004281900021 0.078385000000000024 -0.088880000000000001 95.746747857800017 95.550490414250007 104.22883325935001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 8 7 -7 9 -1 11 12 -2 14 -14 -16 19 18 -18 -12 -21 22 -22 27 26 -26 29 28 -24 -25
right_child=10 2 -4 -5 -6 6 -8 -9 -10 -11 16 -13 13 -15 15 -17 17 -19 -20 20 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.10053677832842936 -0.10111676016368949 -0.040124677711163063 0.04835089870257011 -0.10384684940361986 0.0040464658486570274 0.04298496955986468 -0.10100306136445028 -0.06643496619892493 0.069280481593216245 0.072910387659694861 -2.7508487745372497e-05 -0.082565527794739399 0.08261361750038676 0.087456418307140266 -0.10080573516835163 0.028992590123250374 -0.0105248016623554 0.0013438265941178725 0.090815249093093353 0.058074401732915407 0.028926950035862844 0.057434221837048861 -0.085630300756857819 0.071217253808116651 -0.10056920500252803 0.051555386602971688 0.091894414205906494 -0.10278871893243256 0.10051467143510984 -0.044043089375941737
leaf_weight=0.018712785108846219 0.024562631995880935 0.096452317470891558 0.083056384264068583 0.10118358332333777 1.2285638843313362 0.037088412714353813 0.038815812152465767 0.065075478293885047 0.038906714027689304 0.018490506330223644 59.708202411661617 0.061814797671276622 0.029368873571736565 0.027729781919632046 0.020045975873582367 0.018072180937950932 0.094716664390431471 0.58696993895512151 0.094191851335381216 0.087283117509285968 0.16233837843174115 0.07049989001845347 0.033548526756817409 0.017302639288573118 0.024260678427481253 0.012438282170165849 0.038318380888085812 0.070552386092572306 0.014975274913012981 0.028246030877198791
leaf_count=24 93 30 44 17 150 46 51 13 8 24 3474 58 20 7 29 16 30 57 32 31 45 26 74 24 38 30 5 76 1 60
internal_value=-7.97195e-06 -0.00572178 -0.0369154 -0.0727485 0.000334856 -0.0206701 -0.0471668 -0.0267124 0.0284102 -0.0143313 0.000153138 -0.0233093 0.00727114 0.0352314 0.0137727 -0.0392671 0.000222934 0.0107568 0.0400045 8.73233e-05 0.0123361 0.00388665 -0.00550459 -0.0288292 0.01419 -0.04901 0.0418454 -0.0723866 -0.0281828 -0.000258976
internal_weight=62.9518 1.72635 0.280692 0.197636 1.44565 0.21709 0.14098 0.102164 0.07611 0.0372033 61.2254 0.181594 0.119779 0.0952168 0.067487 0.0381182 61.0438 0.775878 0.188909 60.268 0.559764 0.47248 0.401981 0.239642 0.120566 0.036699 0.0838671 0.119076 0.0485238 0.0455487
internal_count=4633 407 91 47 316 166 110 59 56 48 4226 223 165 72 65 45 4003 119 62 3884 410 379 353 308 157 68 89 151 75 84
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=31
num_cat=0
split_feature=3 2 4 3 1 4 1 2 4 0 0 4 1 1 2 2 1 4 0 2 0 3 0 3 1 0 3 1 3 2
split_gain=0.00606786 0.0294543 0.0166112 0.0170689 0.0138571 0.0137847 0.025426 0.0199323 0.0128883 0.0182632 0.0355378 0.0366275 0.0120082 0.0383796 0.0222198 0.0172009 0.0248616 0.0147917 0.0228615 0.00880396 0.0237688 0.0380178 0.00814617 0.0073677 0.0410025 0.0100307 0.0090224 0.0582674 0.0741556 0.112553
threshold=-0.27651499999999996 -0.031989999999999998 33.036871954450007 0.088565000000000019 72.62331947780001 35.771221912400001 61.944763783650011 -0.23353499999999996 34.515670600900002 91.886121982450007 98.230883170350012 33.361153777850006 60.87206898960001 58.309968391300011 0.11873000000000002 -0.23557500000000001 55.887667615750004 48.823707093150006 67.620098897050013 0.28423000000000004 100.53758024625002 0.094595000000000026 92.464140480550014 0.25799500000000009 62.025417527550012 86.538778761000017 0.083745000000000028 61.93938686740001 0.08079500000000002 -0.064729999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 -1 7 -7 9 -4 -11 -12 13 15 -15 -10 17 18 -17 23 21 -21 -5 26 -25 -26 27 28 29 -14
right_child=2 -3 8 22 -6 6 -8 -9 12 10 11 -13 19 14 -16 16 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.053797968851700295 0.046982080269823562 -0.10073193402198205 -0.0074955806172779249 -0.0167383956130417 -0.10031646228971436 -0.020184706211929512 -0.070955056987668741 0.071843509144012205 -0.066830812328540323 0.089162751211561794 0.077541668564823196 -0.10033025090475295 -0.069762164207190502 -0.10152837581974823 0.0043663413553223949 0.076733052623169262 0.033129823753703262 0.0013082348646400671 -0.10076866415983993 -0.001065391893515858 0.001192446201803153 0.092429826099138024 -0.10128031906953761 0.026133709942254627 -0.012143795927484196 0.0024012253379597191 -0.0010866277465856466 0.00083343004301896634 0.090722929242653724 0.1003633787556778
leaf_weight=0.037115379182800723 0.026801991450000506 0.034980606708919448 0.1036970826879714 0.015972212452425083 0.0083846644832554773 0.06078536461452444 0.051869051862013293 0.038404784008889692 0.034750216463621086 0.080809508770471439 0.021034502296060964 0.025747993023792048 0.10097065038371511 0.070269937738487442 0.02759658670834142 0.0088555996559226413 0.16562658414113685 0.078464801174959575 0.040171734709154805 0.091785933003165066 0.58666609283545768 0.08265889847825747 0.039793299718193342 0.69673004117794279 0.63586055103223804 1.8642018940668235 40.003680895784235 17.621231155260968 0.164710424374789 0.063247522339223816
leaf_count=54 36 71 40 12 93 37 27 14 44 10 7 47 47 57 15 9 65 32 95 26 60 31 69 14 16 60 1978 1552 8 7
internal_value=-8.35684e-06 -0.0164688 5.02652e-05 -0.0426547 0.0118822 -0.000804783 -0.0142207 0.0154471 0.000112343 0.0236746 0.0490073 -0.0203549 2.49202e-05 -0.0167122 -0.071668 -0.000308325 0.00757814 -0.0256164 -0.0687073 0.000140013 0.0108288 0.0432364 -0.077066 6.97489e-06 0.00468055 -0.00129812 -0.000250824 0.00161185 0.0433128 -0.00423946
internal_weight=62.8829 0.223155 62.6597 0.0909522 0.0351867 0.188175 0.151059 0.0991901 62.5688 0.231289 0.127592 0.0467825 62.3375 0.425735 0.0978665 0.327869 0.293119 0.127492 0.0490273 61.9117 0.761111 0.174445 0.0557655 61.1506 3.19679 2.50006 57.9538 17.9502 0.328929 0.164218
internal_count=4633 203 4430 210 129 132 78 51 4220 104 64 54 4116 317 72 245 201 136 104 3799 117 57 81 3682 90 76 3592 1614 62 54
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=31
num_cat=0
split_feature=4 4 0 3 1 1 1 4 3 2 2 3 0 1 1 2 3 1 3 1 4 0 1 4 2 2 2 2 0 2
split_gain=0.00552205 0.0238955 0.0590766 0.0654812 0.0196467 0.141253 0.0962461 0.065101 0.0303063 0.0706255 0.0498882 0.0224053 0.114712 0.0430433 0.089674 0.0341408 0.0244048 0.0372885 0.0714435 0.0514352 0.0649461 0.0263602 0.0511866 0.0232585 0.0236801 0.0605938 0.0525983 0.0312645 0.0214405 0.021246
threshold=41.559097512700014 41.741384785950011 86.420486603250012 0.086075000000000026 71.053259929650025 71.658163008950012 70.74946416085001 37.892416320650007 -0.097064999999999999 -0.033594999999999993 -0.13734499999999997 0.098510000000000028 97.722764583650005 75.981203682750007 80.677940036650014 0.075080000000000022 0.087700000000000014 76.621056717750008 0.092385000000000023 78.962703749400006 40.890797847750008 102.90611185915002 80.395651932950003 40.621691032550004 -0.051199999999999996 -0.054875 -0.58835000000000004 -0.038374999999999999 97.139369169350019 0.55326500000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 7 -1 -6 9 10 -7 16 -13 -14 15 -15 23 28 19 -19 21 -21 -23 24 25 26 -10 -26 -18 -11
right_child=1 -3 3 -5 5 8 -8 -9 11 29 -12 12 13 14 -16 -17 17 18 -20 20 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0011208641317274361 0.001271086427168718 -0.00055501561239371805 0.006203451290359107 -0.08549491323065346 0.0012137997986143771 -0.029198372427122865 0.03413542721925391 -0.1018663390412755 0.034548355436678245 -0.10090925155245783 0.084894175307944825 -0.10390420004018415 0.035630051295591873 -0.10405457162586625 0.0025362978474864706 -0.01181604641570249 0.0075741461326057358 0.08185589875155784 0.00079383870158542783 0.085663323069587641 -0.10283067509953073 0.10080140367349617 -0.10029061293447326 -0.025417737204893848 0.013642982903958229 -0.0028738620805894735 -0.10225777244404366 -0.0068594063039653114 -0.0056334266099839873 0.040555676329209589
leaf_weight=25.721806385909744 0.63361099770736728 22.899734380817826 0.12517886150408231 0.2060728020917395 0.087244986026233984 0.049915965210573177 0.91441430025844184 0.20577742661726006 0.03585191773883456 0.043468005326951054 0.16504663913502782 0.12832322256281248 0.21943233773345105 0.12888918719409048 0.70445626629465696 0.058269692934118211 2.2282529551821417 0.2510701928206347 0.67845902670101443 0.069454099982976913 0.039049966655966273 0.023186037316918373 0.02787703907688055 0.53167061753342171 1.149373593987548 0.49598027649335574 0.13003500371969157 2.1077001706158969 2.7410907645935367 0.014047327664059139
leaf_count=1097 44 2272 41 24 25 75 21 58 25 54 35 33 36 54 107 10 23 26 96 6 6 1 83 70 11 4 135 83 51 27
internal_value=-6.70981e-06 -0.00120454 -0.0166203 -0.0508424 0.000727199 -0.00257595 0.00225425 -0.0711751 -0.000903774 0.0320665 0.058401 -0.00166844 -0.0143849 -0.00404567 -0.0138101 -0.0753372 -0.000168744 0.00396159 0.0207196 0.0536412 0.00924698 0.0455624 -0.00898145 -0.0057912 -0.00312853 -0.0203724 -0.0726909 0.000375586 0.000288847 -0.0663584
internal_weight=62.8147 23.8646 0.964863 0.331252 38.9501 12.3139 26.6362 0.293022 12.0209 0.272478 0.214963 11.7484 1.23937 1.11105 0.891615 0.187159 10.5091 6.05844 1.0891 0.410637 0.159567 0.120517 0.0510631 4.45061 3.91894 0.661867 0.165887 3.25707 4.96934 0.0575153
internal_count=4633 2381 109 65 2252 1134 1118 83 1051 191 110 860 240 207 171 64 620 292 218 122 96 90 84 328 258 164 160 94 74 81
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=31
num_cat=0
split_feature=2 2 2 4 0 3 4 0 2 0 1 0 2 0 0 0 0 1 1 2 4 3 0 2 0 1 1 3 1 0
split_gain=0.00549503 0.104643 0.0406162 0.22384 0.0280154 0.119215 0.191675 0.0455664 0.0410421 0.0461998 0.0475156 0.0817273 0.0281679 0.025132 0.0247569 0.0636093 0.0298498 0.0682725 0.0295691 0.0784144 0.220782 0.0693388 0.0386375 0.267733 0.0496598 0.110224 0.097817 0.0744441 0.0788514 0.0887889
threshold=-0.063379999999999992 -0.05953 -0.068964999999999985 41.037275035300006 86.345209775600011 0.10487000000000003 39.571921479100006 86.393602021950016 -0.036264999999999999 85.931187223550012 61.821094709650005 82.250688042950017 -0.013285 67.058211147750015 86.264556031700025 86.345209775600011 86.09518316945001 61.93938686740001 74.757955233350017 -0.077679999999999985 39.746231405950006 0.10821500000000002 94.848802842250009 -0.095854999999999996 90.321439350550008 66.52858489605002 67.606656606400023 0.099465000000000012 70.128430332750014 94.625660817400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 -4 5 8 -7 -6 -3 10 11 12 -10 -14 16 -16 -1 -18 19 22 -21 -20 24 -24 -17 -26 -27 28 -28 -30
right_child=1 4 3 -5 7 6 -8 -9 9 -11 -12 -13 13 -15 15 18 17 -19 21 20 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=0.00070409979132400981 0.056725575741315197 -0.0177272051283788 -0.10238168727502198 0.016233342938784475 0.026656361956377148 0.037857450068043058 -0.10375023025395302 0.00094501052371995904 0.098579749884523685 0.036638411755727567 -0.0051412429734800976 0.096391461492172259 0.09930209961931101 -0.10064770257189606 -0.053407585319908205 -0.0018704399854326565 -0.0067559310226463238 0.025675873858997413 0.003084334429759149 0.0024371334244305061 -0.084538481055844841 0.066259329207350892 -0.00061259080581745463 -0.10244951641800702 0.065384249951951898 -0.062094568288606558 0.05208066875829042 -0.060442519080205453 -0.047829719711476044 0.033328349270841495
leaf_weight=9.6925391934240306 0.33392170572256219 1.0565494817656151 0.2425052632547694 0.46255760857832229 0.71280949679203587 0.14277260936796654 0.2892082071666664 20.880046327674719 0.011600432837441166 0.4065991415773168 1.8465941287465737 0.1211556379898866 0.0072796979611584592 0.046058922156131388 0.24032509198878216 13.766889878999796 1.0877022627973922 1.6096478367689995 4.2334061412413888 0.85940238863622542 0.44194016419351101 0.18116938800731475 1.9956069027645074 0.29652019234981608 0.35977651859866355 0.19666141237848922 0.48760381780152762 0.11968126236706655 0.24560959543327954 0.29879246524797054
leaf_count=834 24 38 35 26 9 7 50 1142 5 30 84 15 4 149 11 323 8 47 1080 34 40 69 150 95 47 28 59 24 70 96
internal_value=-9.0056e-06 0.00110839 -0.000793666 -0.0245641 0.000380678 -0.00738772 -0.0569479 0.00179378 -0.00126356 0.00586747 -0.000287643 0.047874 -0.0426441 -0.0733584 -0.00032958 -0.00222175 0.00329343 0.0125978 -0.00169791 -0.00340528 -0.0271001 0.00567697 -0.00166978 -0.0137867 0.000124956 0.0162071 0.00308534 0.0142154 0.0228735 -0.0032865
internal_weight=62.6729 25.8546 36.8183 0.705063 25.5207 3.92782 0.431981 21.5929 3.49584 2.43929 2.03269 0.186095 0.0649391 0.0533386 36.1133 23.7234 12.3899 2.69735 23.4831 19.0685 1.30134 4.41458 17.7671 2.29213 15.475 1.70813 1.34835 1.15169 1.03201 0.544402
internal_count=4633 1557 3076 61 1533 382 57 1151 325 287 257 173 158 153 3015 2126 889 55 2115 966 74 1149 892 245 647 324 277 249 225 166
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=31
num_cat=0
split_feature=3 3 0 0 2 2 0 3 3 3 3 3 0 1 1 4 1 4 4 1 0 3 1 0 2 4 0 1 0 1
split_gain=0.00565431 0.0455251 0.118837 0.287836 0.0234445 0.0347092 0.0406009 0.0336069 0.0272844 0.0325604 0.0201684 0.0223288 0.0195231 0.0266392 0.0259861 0.0452572 0.0615284 0.0186367 0.0289432 0.117614 0.150478 0.0838488 0.0238745 0.0806266 0.0713596 0.0695167 0.0864233 0.0776294 0.113063 0.0977252
threshold=0.088145000000000015 0.090235000000000024 87.261973998100004 86.208098410950015 -0.24023999999999998 -0.26416999999999996 87.380266155850009 0.088075000000000028 0.084365000000000009 0.083905000000000021 -0.10696499999999999 -0.10978499999999999 91.109157582800023 75.499969677400017 77.852370541550016 41.087689990200012 80.677940036650014 39.656620114300004 38.983591653800012 62.132955852800002 93.843319501450011 0.096095000000000028 63.452988794850008 90.321439350550008 -0.59496499999999986 40.099856909850011 94.165934477050016 70.816675614150014 91.109157582800023 71.104340634100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1 8 9 -8 11 -7 -4 -14 -15 -16 -17 18 -3 -20 -21 -22 -19 -24 -25 26 -26 28 -27 -29
right_child=1 17 12 -5 -6 10 7 -9 -10 -11 -12 -13 13 14 15 16 -18 22 19 20 21 -23 23 24 25 27 -28 29 -30 -31
leaf_value=0.071760049398202894 -0.00075907405724531048 0.0022595475872946159 0.024692424486293392 -0.10656093230342428 0.0013520358114199565 -0.055252206567353405 -0.049670201265623819 0.095707939912791987 -0.10111316935087533 0.1003488761484588 -0.10147919565560078 0.099853364040653925 -0.010075425754135205 0.0027370778625554933 0.098599413524799964 -0.10230743664121698 0.068002178754077353 0.00068220616249249492 0.063567531768682212 -0.069556494134780211 0.067773163608512169 -0.024236648910278057 -0.065364769663224853 0.047525667277798909 0.041934593213455787 0.021060594502482058 -0.099134567430587683 0.062811863322101799 -0.086492324706759438 -0.0040050798510547058
leaf_weight=0.05674975540503624 0.7198351616225438 5.8469252251022992 0.29018028476275537 0.40002823842223734 27.762342412113156 0.041107485507779984 0.050088898972236784 0.018973248370457441 0.053411542725683603 0.020343675278127193 0.071963824458776915 0.011988036762886622 1.6257004331655482 0.61632227036898246 0.084979935014697361 0.036760433722520247 0.050154898636151302 18.866651129106689 0.39236155804246642 0.23559158865828067 0.24555378249749538 0.16600036706040555 0.22720531566699165 0.2507950466988359 0.059097085773832769 0.15811466518789519 0.16378710261092522 0.23377776541747186 0.25597767601220767 3.4380989326049729
leaf_count=93 69 435 15 19 2478 98 136 3 41 2 78 3 57 10 48 11 87 379 17 22 27 31 45 35 14 9 54 9 57 251
internal_value=-1.28721e-05 -0.000873116 -0.0111592 -0.0385527 0.00103962 -0.0256784 0.00020637 -0.0282261 -0.0472132 -0.00633884 -0.0669847 -0.0202321 0.000185386 -0.00276064 0.0123261 0.0467072 -0.00402948 0.000414828 0.00499309 0.0203685 -0.00582289 0.030661 -0.000918079 -0.00722536 -0.0043283 -0.00734644 -0.0617305 -0.00437986 -0.0454249 0.000248962
internal_weight=62.4509 34.3639 3.82396 1.11986 28.087 0.324626 0.199567 0.142817 0.123844 0.0704326 0.125059 0.0530955 2.7041 2.41392 0.788218 0.171895 0.0869153 30.5399 6.88643 1.03951 0.647146 0.411554 23.6535 4.78685 4.55965 4.30885 0.222884 4.08597 0.414092 3.67188
internal_count=4633 1701 316 88 2932 454 275 182 179 138 179 101 228 213 156 146 98 1385 532 97 80 58 853 474 429 394 68 326 66 260
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 2 2 1 3 3 3 0 3 3 3 3 1 1 0 1 2 4 4 1 2 2 1 2 4 1
split_gain=0.00598133 0.0438463 0.0247682 0.0437973 0.0332135 0.0308853 0.0502124 0.0351266 0.047098 0.02865 0.0256585 0.0186603 0.0140408 0.0135349 0.0248083 0.0142221 0.0102566 0.00764117 0.0236525 0.0594024 0.0871085 0.0638217 0.118735 0.0571938 0.01645 0.0558094 0.0145102 0.0310624 0.0107594 0.0901139
threshold=81.573196594050017 82.140461259550008 -0.043559999999999995 107.30980627685001 108.22925895745001 -0.047144999999999999 -0.085550000000000001 83.602982482550019 0.080110000000000028 0.086255000000000026 -0.17949499999999999 119.44012936145002 -0.222165 0.078385000000000024 0.074735000000000024 -0.22831499999999999 85.140780533150021 80.13218303615001 100.01333091085002 77.209829048350016 0.11061500000000003 40.00488309970001 41.243661560350013 78.473404369650012 0.063030000000000017 -0.043559999999999995 75.424692849750016 -0.36302499999999999 42.546237522150008 80.677940036650014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 5 -4 -5 6 7 9 11 12 -6 13 -3 14 15 -9 -12 18 -1 26 21 -21 -23 -24 25 28 27 -20 29 -19
right_child=1 2 3 4 10 -7 -8 8 -10 -11 16 -13 -14 -15 -16 -17 -18 24 19 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.812200716660499e-06 -0.10130227271598158 0.063766408333901056 -0.10075941279315404 0.099668467925133411 0.059955835453430834 0.09633533987255477 -0.10045370307016198 -0.011636616095951867 -0.10042652646129752 0.093812841943943626 -0.0039942167687199359 -0.10060146090817551 -0.10014741765094473 0.078263017387792747 -0.10014568576426497 0.067024668686069377 -0.10045570969335574 0.039606000300848022 0.092564033581748001 -0.10144149036095994 0.075245126480567026 0.058080864893350827 0.0084258375444874276 -0.096544566387930783 0.00067911264533846989 0.057724475230337691 -0.10116279865514229 -0.10047195461919592 0.0088693689730977333 -0.10314015734790588
leaf_weight=56.791322008867795 0.04832215407856022 0.008611179786385037 0.061975297209791336 0.027558094565733882 0.02228963099463499 0.038948679277382325 0.041726991051078244 0.04330844351679275 0.04282777269760496 0.077513231883358458 0.016358926290905629 0.012332834800442782 0.013293140096266143 0.038695993360761349 0.017374475124821487 0.048979350741291228 0.033793774749087735 0.10786384240998337 0.013617225217330997 0.08605566860543945 0.11002457634594975 0.16407366972998716 0.086307937308447435 0.13022031262744349 3.1787422633897222 0.23745880299247712 0.092060790403252213 0.021493805602630256 0.58554722206633869 0.074957196000468684
leaf_count=3072 46 7 62 8 33 6 95 42 229 18 26 68 79 39 113 45 229 17 5 60 19 22 19 49 55 13 36 45 43 33
internal_value=-1.5882e-05 -0.0100034 -0.00191715 -0.0347067 0.00622945 0.0119279 0.0023894 0.0165552 -0.00724453 0.0652759 -0.0293161 0.0175906 -0.0357085 0.0274157 0.00947347 0.0301108 -0.0689917 8.02871e-05 -0.000219987 -0.0184389 -0.00479659 -0.0236681 -0.00608328 -0.0547035 0.004206 0.0153521 -0.0803023 -0.0256062 0.00225724 -0.0189204
internal_weight=62.2737 0.59391 0.545588 0.161976 0.1 0.383612 0.344663 0.302936 0.203519 0.0994176 0.0724423 0.160691 0.0219043 0.148358 0.109662 0.0922878 0.0501527 61.6797 57.4952 0.703854 0.576682 0.466658 0.380602 0.216528 4.18457 1.00583 0.127172 0.035111 0.768368 0.182821
internal_count=4633 1145 1099 358 296 741 735 640 536 104 288 307 86 239 200 87 255 3488 3327 255 169 150 90 68 161 106 86 50 93 50
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 2 2 1 3 3 3 0 3 3 3 3 1 1 0 3 4 3 1 0 0 2 0 2 2 1
split_gain=0.00532494 0.0397018 0.0218929 0.0399013 0.0297893 0.0278092 0.0451175 0.0313676 0.0423457 0.0256252 0.0222038 0.0165189 0.0125467 0.0118797 0.0219183 0.0122008 0.00999019 0.00644274 0.0174002 0.0638757 0.0534061 0.0589454 0.0413024 0.0721028 0.0683895 0.0400292 0.034654 0.0240186 0.0225076 0.0256999
threshold=81.573196594050017 82.140461259550008 -0.043559999999999995 107.30980627685001 108.22925895745001 -0.047144999999999999 -0.085550000000000001 83.602982482550019 0.080110000000000028 0.086255000000000026 -0.17949499999999999 119.44012936145002 -0.222165 0.078385000000000024 0.074735000000000024 -0.22831499999999999 85.140780533150021 80.909147435850016 100.53758024625002 0.091705000000000023 41.243661560350013 0.087700000000000014 77.852370541550016 99.647700605050019 98.51854819030001 -0.10434500000000001 101.19356403005001 0.11061500000000003 0.067985000000000018 80.677940036650014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 5 -4 -5 6 7 9 11 12 -6 13 -3 14 15 -9 -12 18 22 20 21 26 -1 24 25 -24 -20 -21 29 -22
right_child=1 2 3 4 10 -7 -8 8 -10 -11 16 -13 -14 -15 -16 -17 -18 -19 19 27 28 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001065316429489596 -0.10117847295572957 0.059806251874253737 -0.10068694843261849 0.099440212824977059 0.055956065010413947 0.09547480502618437 -0.10041047250880518 -0.010486119862703173 -0.10038585477571343 0.092430523399009951 -0.003595341738743851 -0.10054425000349565 -0.10013339300779106 0.075002326180168111 -0.10013183937992531 0.063148130393042678 -0.10041242489125424 0.0047051804680639173 0.055579299040287203 -0.083829331027674425 -0.056160887043996091 0.068155710321329985 -0.045107907698461909 0.068215876059705388 -0.06456732071910215 0.086679713465704383 -0.10145288890848719 -0.011324912206479494 0.0038727933284657223 -0.011691034025666387
leaf_weight=56.658579451375118 0.043774471184107155 0.0082811392585426802 0.056115874223394258 0.024990029752189002 0.021535697433371581 0.035544356214813888 0.037771571864954723 0.043256980193916661 0.038767073309091682 0.071134282830144002 0.016356569612241856 0.011165236952039415 0.01202972950613912 0.036459133384880715 0.015723138654534452 0.046899731545153145 0.030590382876305888 2.860057469799357 0.021894619334488108 0.14723223623650472 0.17925788333320702 0.18360819710233045 0.033277684969789334 0.23810607430641539 0.11504996361010456 0.074973354663597003 0.039239111022197903 0.066248106425177866 0.52686710473790299 0.47252152534201741
leaf_count=3021 46 7 62 8 33 6 95 42 229 18 26 68 79 39 113 45 229 82 4 62 100 24 58 21 20 12 54 13 10 7
internal_value=-1.70509e-05 -0.00980944 -0.00191472 -0.0340302 0.00598683 0.011541 0.00226106 0.0159299 -0.00700105 0.0641441 -0.0281153 0.016583 -0.0349229 0.0257706 0.00881797 0.0278186 -0.0666808 7.042e-05 -0.000155182 -0.0103208 -0.00267052 0.0398375 0.000136131 0.0299339 -0.0108861 0.0461666 -0.0452129 -0.0613295 -0.0114972 -0.0239215
internal_weight=62.1673 0.550395 0.506621 0.149589 0.0934727 0.357032 0.321488 0.283716 0.192271 0.0914452 0.0684826 0.153504 0.0203109 0.142339 0.10588 0.0901567 0.046947 61.6169 58.7569 1.63687 1.42339 0.244742 57.12 0.461407 0.223301 0.108251 0.0611337 0.21348 1.17865 0.651779
internal_count=4633 1145 1099 358 296 741 735 640 536 104 288 307 86 239 200 87 255 3488 3406 274 199 82 3132 111 90 70 58 75 117 107
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=31
num_cat=0
split_feature=3 3 1 1 0 1 4 4 4 3 2 2 2 3 3 2 2 4 3 0 1 1 3 3 0 3 4 4 2 3
split_gain=0.00521386 0.039146 0.0994599 0.0473384 0.0419999 0.115468 0.119432 0.021931 0.0575038 0.127026 0.0527557 0.072321 0.0853398 0.0638087 0.0612417 0.0389699 0.0347322 0.0471979 0.0184015 0.0183808 0.036878 0.0969185 0.108522 0.0296724 0.0407783 0.0552268 0.0267109 0.0266353 0.069011 0.078569
threshold=0.088145000000000015 0.090235000000000024 62.020040611300011 61.923256118600001 96.324766355850002 62.068432857650002 40.148327922700012 39.746231405950006 40.371455563000005 0.076615000000000016 -0.057599999999999998 -0.11963999999999998 -0.14510999999999999 -0.085394999999999999 0.08729000000000002 -0.045684999999999996 0.11873000000000002 43.477771593600004 0.088075000000000028 97.491557184450016 77.621163142300006 75.499969677400017 0.12140000000000002 0.092185000000000031 101.19356403005001 0.09117500000000002 39.746231405950006 40.542362378300005 -0.10040499999999999 0.095830000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -4 -7 10 9 -9 11 12 -1 -13 -15 -11 18 -18 -10 27 21 -21 -23 24 -22 -26 -27 28 29 -3
right_child=1 19 4 -5 -6 6 -8 8 16 15 -12 13 -14 14 -16 -17 17 -19 -20 20 23 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.035281785256299852 -0.01959912309212437 0.06079811572058498 0.00064986753166562401 -0.10569548764706889 0.0020877771949992926 0.0067171703987873692 -0.10535025814850192 0.0029053947788961316 0.0010686400854327672 0.024578561634867411 -0.00055640198854626718 0.016630278679816642 0.062494189586171367 -0.1010740827182674 -0.006263473009559312 0.097638457331707118 -0.075931090974635351 0.010371136546983004 0.017574770649053512 -0.0052126849439984996 0.097043867755876367 -0.10319458996156992 0.0086876914452859912 -0.00038581937380333862 0.088920026115067136 0.021800341998624018 -0.10066598769171844 -0.0015191254519397045 0.0024501543243573157 0.0060565294023882943
leaf_weight=0.22012993491823696 0.10950969220993778 0.45182584565918549 0.82851686864523821 0.15320756083383458 2.2634698986678377 0.15014806631643296 0.25936059185744398 0.84107496641002188 20.489828997397769 0.10549116421810822 4.5215169042840291 0.09592818433522865 0.15015771112570064 0.25294519789433512 0.093243835745738579 0.2370999762313204 0.13542845146768812 0.1190966642838589 0.69842389578843622 1.7004654215988915 0.076998718664981758 0.23325203198237421 0.13797876555508992 2.0498971742321803 0.046655736483813826 0.030298719385340789 0.043206601380234133 14.429769369884125 10.529102953083344 0.6246942795241921
leaf_count=354 27 26 25 22 174 35 33 61 1902 20 227 28 35 75 11 48 64 98 9 85 5 49 22 303 17 18 33 472 276 79
internal_value=-1.60804e-05 -0.000845713 -0.0104645 -0.0698075 -0.00601203 -0.0208208 -0.0642603 0.00099627 0.00235607 0.0238129 -0.00477197 -0.0282341 0.00436798 -0.0555394 -0.0755374 0.0751417 0.00117162 -0.0355488 0.00161273 0.000347116 -0.00569482 -0.0153187 -0.0616103 0.00317797 0.0402312 0.00382584 -0.0501857 0.00134935 0.00491586 0.0290321
internal_weight=62.0787 34.1184 3.76421 0.262717 3.5015 1.23803 0.409509 27.9604 22.6264 1.18367 5.33392 0.812405 0.370288 0.442117 0.346189 0.342591 21.4428 0.254525 21.1883 30.3541 4.31875 2.0717 0.371231 2.24706 0.19716 0.120161 0.0735053 26.0354 11.6056 1.07652
internal_count=4633 1701 316 49 267 93 68 2932 2202 129 730 503 389 114 86 68 2073 162 1911 1385 532 156 71 376 73 68 51 853 381 105
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=31
num_cat=0
split_feature=3 3 4 2 3 1 3 3 2 2 2 2 2 1 0 4 2 0 1 2 2 4 4 2 2 2 2 2 4 1
split_gain=0.00508674 0.0370562 0.145088 0.0709577 0.0368542 0.106903 0.0273388 0.0679851 0.0253591 0.0242874 0.102561 0.0880472 0.0305883 0.0283121 0.0371084 0.0218409 0.0215356 0.0191904 0.0964897 0.0174163 0.0393831 0.0160904 0.0744992 0.0306516 0.0929392 0.0679452 0.114127 0.0403261 0.0353207 0.0311112
threshold=1.0000000180025095e-35 0.079025000000000026 41.808689985400001 -0.066979999999999998 -0.067414999999999989 62.009286778800011 0.077440000000000023 0.078655000000000017 -0.26416999999999996 0.049235000000000008 -0.017745 0.26056000000000007 -0.038374999999999999 68.20618276945001 101.19356403005001 43.813842866750008 0.058065000000000012 93.308316333500017 65.036490633650018 -0.043559999999999995 -0.038374999999999999 43.426369480700011 43.521589032450009 -0.098419999999999994 -0.10290999999999999 -0.095854999999999996 -0.088274999999999992 -0.10434500000000001 47.927946529500012 61.93938686740001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 9 -6 -4 15 -2 10 12 -11 -1 -13 -15 -8 -7 18 -12 -5 -21 -3 -23 24 27 -25 -27 28 -24 -28
right_child=1 21 6 19 5 16 7 -9 -10 11 17 13 -14 14 -16 -17 -18 -19 -20 20 -22 22 23 25 -26 26 29 -29 -30 -31
leaf_value=-0.0008277937522965785 0.07489047939118576 -0.0006591790208693442 -0.0094775691226681134 0.098391612215151053 0.071952406645838837 -0.10418503364555801 0.10048481112885799 -0.0018243086081982142 -0.070470807035830946 -0.086515305128497186 0.094419932169676604 -0.022582077527522757 -0.036277591603831802 0.099628595239634715 -0.028855849883965209 0.021670336952984506 -0.026564197408726661 0.10111217792282151 -0.10174089434547114 0.10159129307360869 0.0064808451032843349 0.066514804839370709 -0.036200070235509779 0.063664726380228936 -0.10251445880183239 -0.083153592591334119 0.063411815423210061 0.090636602488760321 0.034523335597255532 0.0055094149703599112
leaf_weight=7.077580592807867 0.015996817717300438 48.452143808842855 1.1163764686477007 0.21579666191246361 0.061418498430834023 0.12281754151714086 0.10346477420534927 0.49761148980155667 0.048053244146295526 0.14424738716662933 0.093200159768131452 0.093232716899365187 0.25207349173410953 0.063729317451361567 0.03472807810339873 0.053260378950596987 0.050416526371989789 0.094457348887715398 0.034306072908293572 0.090622827410697937 0.08379067366976789 0.19552835087293319 0.18634219053433365 0.19583964359480921 0.10717669442237787 0.14630044284922439 0.097256509983708717 0.046549289079848677 0.11370583341403062 2.0227161714149702
leaf_count=790 30 2329 165 8 9 50 11 22 55 129 71 16 38 10 63 96 19 8 8 2 47 19 232 11 35 24 22 3 73 238
internal_value=-1.85401e-05 0.000333692 0.0129693 0.0633861 -0.00235116 -0.0414051 3.52833e-05 0.0162653 -0.0341661 -0.00118932 -1.89344e-05 -0.0274987 -0.00204694 0.0169115 0.0543093 0.0737011 -0.0815949 0.0669498 0.0416421 0.0793985 0.0558989 -0.000211534 0.00675937 0.0027524 -0.0211299 0.00715396 0.00227059 0.00403631 -0.00939881 0.00816576
internal_weight=61.9107 53.7885 2.22497 0.45426 8.12221 0.234653 1.77071 0.654337 0.0640501 7.88756 7.55162 0.335937 7.32965 0.19169 0.0984574 0.156725 0.173234 0.221964 0.127506 0.39021 0.174414 51.5636 3.11142 2.91589 0.453774 2.46211 2.26627 0.346597 0.300048 2.11997
internal_count=4633 3422 436 142 1211 78 294 129 85 1133 915 218 828 89 73 107 69 87 79 57 49 2986 657 638 343 295 284 308 305 260
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=31
num_cat=0
split_feature=0 2 2 2 0 2 0 0 1 0 3 0 2 0 3 4 2 2 2 0 0 0 2 3 2 2 1 3 0 2
split_gain=0.00480996 0.0346399 0.0631989 0.0279756 0.0309296 0.0228321 0.0219918 0.0151786 0.0297945 0.0157691 0.104536 0.0771153 0.0199565 0.0111009 0.0287585 0.0165123 0.0134114 0.0173651 0.0107605 0.00933912 0.0134633 0.0113401 0.0695899 0.071089 0.0124471 0.0927129 0.145543 0.191608 0.0641229 0.0552139
threshold=85.121961326250016 -0.07490999999999999 -0.017745 0.18839000000000003 82.250688042950017 -0.016014999999999998 67.058211147750015 85.307464937250003 61.821094709650005 85.619326080400015 0.085520000000000027 85.683849075550015 -0.074029999999999999 84.226704768850013 0.10336500000000003 38.060777288450005 -0.10434500000000001 -0.11051999999999999 -0.26416999999999996 85.705356740550016 85.769879735700016 85.968825637350008 -0.08725999999999999 0.095830000000000012 -0.06828999999999999 -0.054875 62.084563606450011 0.090850000000000028 86.538778761000017 -0.075639999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 4 5 -4 -7 -2 -9 10 -10 12 -11 14 15 16 17 18 -1 -13 -21 22 -22 -24 29 26 -26 -28 -29 -23
right_child=7 2 3 -5 -6 6 -8 8 9 11 -12 19 -14 -15 -16 -17 -18 -19 -20 20 21 24 23 -25 25 -27 27 28 -30 -31
leaf_value=0.035154740933216272 0.013870908139335562 -0.10203167498280639 0.10017791324951675 -0.101149881599158 0.077557564519690467 0.099174377186493051 -0.10056602173588561 -0.032281278401988626 0.0043084752746874238 0.025953393055259611 -0.089858710644782458 -0.01180396839385776 0.076600586782411939 -0.032295162511933942 0.064275724841810836 0.0018203711562716999 -0.10131671049058882 0.10035222185093351 -0.1002651171598048 0.0093518569529637188 0.0081638581131658807 0.00010394208247673284 -0.0032052393093316162 -0.036058901581096654 0.10136738108253135 0.00067215734532251759 -0.044376864878871145 0.0014778380834204723 0.077901595213905619 -0.018088113531851413
leaf_weight=0.0089873432987701563 0.79373730187944502 0.098169003321117998 0.010413127951323986 0.020681745958540887 0.055219920072431705 0.0066453148147006527 0.032328792635344161 0.28541926960281117 0.59358627561505173 0.16482997651473852 0.14710150027485724 0.66003286105114867 0.1473449508075636 0.097410037316876585 0.071738593811460194 1.2293420192269549 0.028504378482466453 0.01028172392398119 0.016904014842928028 1.5502018920960825 2.363478021332412 25.518528166448601 1.8303015904821216 1.0288391700742066 0.22949899733066803 22.162387045799349 0.35507833688214419 0.16585256718099117 0.32478257459661108 1.7850418461641897
leaf_count=14 35 40 2 21 17 4 153 24 53 26 57 17 15 28 21 327 10 1 130 37 41 2142 32 32 14 1147 39 5 59 90
internal_value=-1.38708e-05 -0.00528073 -0.0419522 0.00512255 0.0261335 -0.0313637 -0.0665091 0.000133922 -4.99111e-05 0.000105941 -0.0143932 0.000290193 0.0498586 0.000319802 0.002646 -0.000770663 -0.0500191 -0.00959668 -0.0532585 2.32802e-05 0.000159484 -9.6059e-05 -0.00453226 -0.0150274 0.000362351 0.00206343 0.0307406 0.0115747 0.0520676 -0.00108541
internal_weight=61.7927 1.68663 0.223458 0.125289 0.104607 0.0493872 0.0389741 60.106 59.3123 59.0269 0.740688 58.2862 0.312175 1.46317 1.36576 1.29402 0.0646775 0.0361731 0.0258914 57.974 57.314 55.7638 5.22262 2.85914 50.5412 23.2376 1.07521 0.845713 0.490635 27.3036
internal_count=4633 768 237 197 176 159 157 3865 3830 3806 110 3696 41 531 503 482 155 145 144 3655 3638 3601 105 64 3496 1264 117 103 64 2232
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=31
num_cat=0
split_feature=3 1 2 3 3 1 3 0 4 4 1 3 0 1 3 2 1 1 3 4 3 1 2 2 3 2 0 3 2 3
split_gain=0.00564556 0.0120853 0.00853676 0.0073921 0.0633622 0.0532907 0.0229255 0.0180075 0.0109373 0.0208042 0.00985144 0.0972848 0.0664682 0.0398678 0.0394604 0.0397183 0.132262 0.109772 0.0373511 0.0991326 0.0636946 0.0340963 0.0255299 0.0254088 0.0215478 0.112651 0.0864092 0.0785091 0.0395094 0.0320971
threshold=0.18642000000000006 62.025417527550012 -0.071969999999999992 0.11636500000000001 0.11296500000000002 67.254468591300011 0.11071500000000002 86.103248543850015 41.11191809080001 39.955516828000007 61.971648364950006 0.10385500000000002 86.904409066750006 62.009286778800011 0.097645000000000023 -0.036264999999999999 61.944763783650011 61.076391807500009 0.10526500000000003 41.489621506400006 0.084365000000000009 62.014663695050011 -0.072755 -0.013285 0.10336500000000003 -0.072755 94.770837556450019 0.10214000000000002 -0.090369999999999992 0.096480000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 10 -5 9 -9 11 12 14 18 15 22 17 23 19 20 -12 -15 -1 -17 27 28 -27 29 -26 -23
right_child=1 2 -4 7 5 -7 -8 8 -10 -11 13 -13 -14 21 -16 16 -18 -19 -20 -21 -22 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0026168701303515246 0.015034425126763028 0.0091914181504636726 -0.0032469770605027385 -0.014879421296334377 0.070845298523093722 0.0004629332714987439 -0.01682740035860137 0.0039108430300014109 0.0051525220196043248 -0.02173597619732404 0.10027097480935288 -0.050114391979898656 -0.057240007862082214 -0.022881095247669594 0.013775250415392374 0.098262143599716661 -0.10363936181779249 0.098123559834356167 -0.0058286924554303877 0.008594880035916427 0.020750905081610118 -0.00068118075007504492 -0.023020411657903653 -0.078848109770619831 0.0062785063431308116 0.060259179584675721 -0.013375833272856892 -0.031614824107709431 -0.024193952031410473 0.010435730135248407
leaf_weight=4.1013037002934896 0.76429192617069652 0.80799803982588536 1.7400492849745031 1.1605196515374725 0.23187675388180551 0.20068453527619567 0.81999635307690155 0.73673523538658636 1.6725310802321471 0.55422492127399892 0.21308938157517321 0.41960902462596994 0.2011624407605267 0.65664226758781197 1.808141455730947 0.0095139507839121507 0.059729775583036826 0.19773123673780901 0.96520682424306858 2.0988968494166329 0.19102590357579174 35.048835478184643 0.72106811417415873 0.054511766477043255 1.1685244412830593 0.58229637990007077 0.21941415621049565 0.79479307746010519 0.66913275362719238 2.8050054104933571
leaf_count=423 23 51 66 42 16 29 45 43 34 9 69 22 21 39 37 5 11 20 5 60 9 2962 22 156 49 44 34 33 20 234
internal_value=-1.05915e-05 0.00400546 0.000697298 -0.000238522 7.18094e-05 0.0381918 -0.00023465 -0.00431994 -0.000184786 -0.00709965 2.21369e-05 -0.00331699 -0.000571825 0.000578949 0.00106792 -0.00339889 0.0306341 0.0612737 0.010883 0.0173273 0.0626817 -0.000273045 -0.00566772 -0.0525303 8.65123e-05 0.00882843 0.0401066 -0.000510485 -0.00481721 0.000142593
internal_weight=61.6745 3.31234 2.54805 58.3622 54.2382 0.432561 53.8056 4.12401 2.96349 1.29096 52.9856 7.57277 7.15316 45.4129 6.952 5.14386 0.321487 0.261757 3.46822 2.50301 0.404115 41.9446 4.82237 0.0640257 41.288 2.63937 0.801711 38.6486 1.83766 37.8538
internal_count=4633 140 117 4493 4365 45 4320 128 86 52 4275 717 695 3558 674 637 192 181 143 138 78 3415 445 161 3376 147 78 3229 69 3196
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=31
num_cat=0
split_feature=2 3 3 3 3 0 3 0 1 1 2 2 0 0 4 0 4 2 1 3 1 2 1 2 2 4 0 1 0 0
split_gain=0.00617538 0.0122733 0.0747076 0.00876625 0.0151463 0.0070373 0.0354551 0.0226508 0.0264086 0.0184742 0.0229296 0.0200043 0.0153236 0.0292223 0.0164856 0.0478935 0.0335836 0.0302519 0.0552649 0.0256499 0.0284876 0.0295431 0.037457 0.0130981 0.0178998 0.0221201 0.0181366 0.0107912 0.00914274 0.0136457
threshold=0.28423000000000004 0.094595000000000026 -0.17949499999999999 -0.078164999999999998 -0.11223 85.619326080400015 0.11360500000000003 85.683849075550015 61.971648364950006 62.057679025150001 -0.22147500000000001 -0.237895 85.398872513700013 85.216057360850016 41.243661560350013 84.546631286350006 38.110427674550003 0.17437500000000003 58.309968391300011 0.10787500000000003 57.772276765200012 -0.23557500000000001 57.027573863050009 -0.23381499999999997 -0.23265499999999997 41.404176814550006 69.018097124900009 64.724629490550015 85.705356740550016 85.769879735700016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 9 8 -7 12 11 27 13 14 16 19 -1 18 -18 20 21 -16 23 -23 -25 -26 -27 -11 -9 -30
right_child=1 -3 3 -5 -6 7 -8 28 -10 10 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.00054978277574876271 0.079491182070414113 0.014741242377956643 -0.10041655824979245 -0.10108776853140483 0.034888127836857484 -0.0014842420615368472 -0.05693513471468177 -0.011735869314229989 0.053997824169080805 0.056289993810807952 -0.10053754844973739 0.080808459327623927 -0.014657365153521756 0.038957399802635413 -0.10080146693665842 0.098676436710490659 0.040017930317574481 0.04799889753813627 -0.10204842180042395 0.10035955966046542 -0.10052648245390286 -0.044005329621547448 0.095703448048744311 0.031554928324330433 0.089032817647978435 0.06875538644605568 -0.10097976479674481 -0.10125268684561228 0.009368564633124625 -0.00014298389094939706
leaf_weight=1.4993027678293076 0.049194839014489844 0.63244151317863206 0.0171694086889147 0.051767836369870035 0.015967550724028001 0.1748046344737294 0.12485815879790596 0.65829281555488606 0.1684750027852715 0.0059153706970391786 0.042401170326001991 0.018649803947651478 0.66199154394166715 0.20177239709664707 0.024540096376911458 0.06106647738488391 0.036790378191653761 0.027936419937759638 0.10707609243900151 0.025124209812929621 0.028232709365880737 0.057641186170259595 0.046418567882938078 0.12488961394410725 0.010965011024377525 0.0076854390630756155 0.034802139877157856 0.016407184326084234 1.5507647378253739 55.101450903311324
leaf_count=171 29 57 21 50 19 18 41 17 25 3 66 19 82 25 58 6 32 2 88 3 42 14 12 45 3 45 72 74 38 3456
internal_value=-4.96067e-06 0.00891462 -0.018565 -0.0753798 -0.0352179 -0.000117381 -0.00470883 0.000134631 0.0257453 -0.00256353 -0.0489861 0.0043631 -0.00125429 0.0026131 -0.000891506 0.0167849 -0.00534858 -0.0472271 -0.0657184 0.00290529 -0.00439974 0.00444205 0.0135875 -0.00256496 0.0108288 -0.0375969 -0.0702769 -0.0595046 -1.87718e-05 0.00011738
internal_weight=61.5848 0.766541 0.1341 0.0849048 0.033137 60.8183 3.16447 57.6538 0.34328 3.03961 0.0833735 0.0409724 2.95624 2.29424 2.09247 0.421365 1.67111 0.171803 0.143866 0.360299 0.335175 0.306942 0.282402 0.235983 0.178342 0.0534526 0.0424876 0.0223226 57.3105 56.6522
internal_count=4633 176 119 90 40 4457 903 3554 43 862 162 96 700 618 593 300 293 122 120 294 291 249 191 179 165 120 117 77 3511 3494
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=31
num_cat=0
split_feature=2 3 3 3 3 0 3 4 0 1 2 2 4 0 1 1 4 4 1 2 0 1 2 2 3 3 3 3 0 2
split_gain=0.00507476 0.0103457 0.0657589 0.00848108 0.013678 0.00582661 0.0297278 0.0306467 0.0186518 0.0166146 0.0209356 0.0175448 0.0136427 0.0123496 0.0254326 0.0549873 0.0184816 0.0144585 0.0609013 0.0236579 0.0393764 0.0366098 0.0193712 0.0188156 0.0133336 0.04397 0.0153388 0.0403636 0.0118539 0.0203924
threshold=0.28423000000000004 0.094595000000000026 -0.17949499999999999 -0.078164999999999998 -0.11223 85.619326080400015 0.11360500000000003 39.683197198900011 85.683849075550015 62.057679025150001 -0.22147500000000001 -0.237895 41.641174900500005 85.398872513700013 61.907125369850007 61.923256118600001 43.968221017800005 43.022303514600004 61.076391807500009 -0.10771499999999999 84.546631286350006 61.076391807500009 -0.13734499999999997 -0.23265499999999997 -0.25098999999999999 -0.53179999999999994 -0.144095 1.0000000180025095e-35 76.535026057600007 -0.16262999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 9 -8 12 13 11 -11 -7 14 17 -16 -17 19 23 20 21 22 28 24 25 -19 -26 -28 29 -1
right_child=1 -3 3 -5 -6 8 7 -9 -10 10 -12 -13 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.074074467207946387 0.076345171492093633 0.013391626978962276 -0.10037681189147377 -0.10098390496796888 0.031781132848343073 0.047374526987673769 -0.00034565924581963364 -0.10100151669160036 -1.6799051191140773e-05 -0.058392101929374642 -0.10048640941930492 0.077779953374622235 0.0066360511484571038 -0.013121868236932781 0.10070123287256441 -0.1014572697618728 0.024867746708085895 0.038887866131316298 0.10095769424819628 -0.0074324892004177098 0.10064968921085181 -0.1018762990425981 0.075656614633332384 -0.068577548634156091 0.050937789031870864 -0.1008005461460747 -0.10042414711786718 0.087238043175136906 -0.10020764659309911 -0.10014624083197679
leaf_weight=0.020020322899090726 0.046255450011472021 0.62686871280372891 0.01554136291292707 0.046887202497569613 0.015785863237297804 0.14037237282900505 0.057973439514171221 0.06325070921684528 57.30949982143099 0.020600450687425109 0.038384697738138018 0.01749915226399068 0.19837356187963451 0.6653252730159237 0.073870204134436679 0.023154381029319993 0.02317122183740139 0.051758207133389078 0.071268047671765089 1.6263611832330125 0.055764886550605297 0.027713919954109656 0.045096755704435165 0.037663230028834316 0.091933333815291007 0.039908974717480561 0.026555781050255689 0.020164131834462751 0.012504728027124656 0.010111788634389995
leaf_count=62 29 57 21 50 19 8 15 26 3511 77 66 19 35 82 4 105 2 20 4 137 5 16 10 77 14 31 56 7 28 40
internal_value=-5.32043e-06 0.00816279 -0.0181712 -0.0740676 -0.0337821 -0.000106311 -0.00431533 -0.0528645 0.000121491 -0.00235279 -0.0483624 0.00415174 0.0235176 -0.00114862 0.00238086 0.0471386 -0.0382718 -0.000136747 0.018798 -0.00371025 0.0316476 -0.00168263 0.0299673 -0.00305173 0.0076634 -0.021928 0.027227 -0.0194299 -0.0183581 0.0156092
internal_weight=61.5196 0.751339 0.12447 0.0782144 0.0313272 60.7683 3.12005 0.121224 57.6482 2.99883 0.0764843 0.0380996 0.338746 2.92235 2.25702 0.120196 0.0463256 2.13683 0.339252 1.79757 0.171212 0.115448 0.0877336 0.267984 0.23032 0.0916672 0.138653 0.0467199 0.0426368 0.0301321
internal_count=4633 176 119 90 40 4457 903 41 3554 862 162 96 43 700 618 111 107 507 209 298 161 156 140 205 128 51 77 63 130 102
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=31
num_cat=0
split_feature=2 2 3 2 1 0 4 4 1 2 0 1 1 2 2 2 0 2 1 0 1 2 2 0 2 2 3 4 3 3
split_gain=0.00502042 0.0521103 0.0934159 0.0265502 0.14666 0.112848 0.062888 0.0347633 0.0177414 0.114475 0.0496776 0.0811781 0.0830994 0.104255 0.152755 0.0749579 0.0549944 0.146109 0.0558409 0.05175 0.0293981 0.0296694 0.0279669 0.0257837 0.0326754 0.0282355 0.0255771 0.0232637 0.0683577 0.0699883
threshold=-0.08158 -0.082404999999999992 0.085235000000000019 -0.084729999999999986 62.041548276350007 89.576736448400013 43.067541470150012 42.027798546600003 62.186725015400008 -0.086139999999999994 88.729872137350014 62.425997789000007 62.678712853250012 -0.087660000000000002 -0.088274999999999992 -0.089569999999999997 87.261973998100004 -0.10434500000000001 63.910026677050006 86.264556031700025 62.132955852800002 -0.086800000000000002 -0.122095 102.21786657775002 -0.156745 -0.24023999999999998 -0.15148999999999999 39.476991512000005 0.091885000000000022 0.095235000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 -5 -6 7 -7 20 10 16 -12 -13 14 15 23 17 18 -10 -20 21 -1 -18 27 25 -25 -27 28 -14 -30
right_child=-2 2 -4 4 5 6 -8 -9 9 -11 11 12 13 -15 -16 -17 22 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00093212663749543299 0.00078836057821810739 0.034717151658412854 -0.10246608738141279 0.0023778054532100808 -0.10489408209680187 -0.10122904324909254 0.036951463174406028 -0.0086624314846393338 0.064424713209024972 0.07683044468867567 -0.10672373692804582 0.10172372291581888 -0.042764147763111021 -0.097054847186691912 0.10019973036330072 -0.064766406257391829 0.019432782054217057 -0.1046128634094789 0.025097281351743418 -0.10204732106056623 -0.012702520045734448 -0.025923829855363508 0.073840995563333858 -0.10020647468815094 -0.10031732133107148 0.070511693829648711 -0.028129786887307454 0.0046758415641277706 0.052257472470460892 -0.0094287544131998902
leaf_weight=12.904418877971034 34.718606496044359 0.079876637268170181 0.13112451356925092 1.9591016373997292 0.25437361700460304 0.082657076804657947 0.13301485260149093 0.079680333022224659 0.2110982618514754 0.21063740713344437 0.071127239614725002 0.080413099844008573 0.43661090491188748 0.11012615904654399 0.15191836488014576 0.18046016848745505 0.15604051392799079 0.10116591650877627 0.099188254836682255 0.047267171656130813 2.0814885751169632 0.42490990000080131 0.23944874666631222 0.027196767241975728 0.055559790776355089 0.045757706755125582 0.061773729942487421 5.2548849757940275 0.23606641307154042 0.83278085695246773
leaf_count=675 1932 9 61 37 24 35 13 8 22 20 2 4 106 41 14 29 42 15 102 10 22 15 15 217 228 21 183 637 25 69
internal_value=-4.83247e-06 -0.00103469 -0.050534 -0.000640995 -0.0104297 -0.0560729 -0.0140254 -0.0557944 0.000381398 0.00401743 0.00219134 -0.00039646 0.000615477 -0.000484249 0.000975992 -0.00113784 0.0250477 0.00148796 0.031508 -0.0159375 -0.00164994 7.60174e-05 0.0523742 0.00051416 -0.0357885 -0.00917789 0.013845 0.001536 -0.00942381 0.00419531
internal_weight=61.4588 26.7402 0.211001 26.5292 2.50883 0.549726 0.295352 0.162337 24.0203 8.60952 8.39889 7.54468 7.47355 7.39314 7.28301 7.13109 0.854209 0.45872 0.357554 0.146455 15.4108 13.3293 0.395489 6.95063 0.190288 0.134728 0.107531 6.76034 1.50546 1.06885
internal_count=4633 2701 70 2631 117 80 56 43 2514 1802 1782 1576 1574 1570 1529 1515 206 149 134 112 712 690 57 1486 649 421 204 837 200 94
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=31
num_cat=0
split_feature=3 1 0 3 3 0 0 0 1 1 4 1 3 3 0 4 2 2 0 3 3 4 2 0 0 2 0 1 3 3
split_gain=0.00487271 0.0107082 0.00795631 0.00717848 0.029214 0.0841376 0.254799 0.0184659 0.0177216 0.0199774 0.0397824 0.0491098 0.0165171 0.0968012 0.041167 0.0240277 0.020858 0.0291611 0.0396631 0.0250529 0.0290245 0.0176611 0.0153177 0.0143339 0.0449912 0.0303705 0.0238794 0.117296 0.0665766 0.0644208
threshold=0.18642000000000006 62.025417527550012 86.538778761000017 0.088145000000000015 0.090235000000000024 87.261973998100004 86.208098410950015 91.109157582800023 75.499969677400017 77.852370541550016 41.087689990200012 80.677940036650014 0.08729000000000002 0.08759500000000002 96.741477366050006 41.835830569250014 -0.24150999999999997 -0.26416999999999996 87.380266155850009 0.084365000000000009 0.083905000000000021 39.065416244600009 -0.59087999999999996 97.491557184450016 98.752444047600008 0.13747000000000004 93.72771580185001 65.765062787050013 0.096480000000000024 0.10385500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 12 5 6 -5 -7 -9 -10 -11 -12 16 -14 15 -15 17 18 -1 20 22 -19 -20 26 25 -25 27 -6 -29 -30
right_child=1 2 -4 4 23 7 -8 8 9 10 11 -13 13 14 -16 -17 -18 21 19 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.069137279755631276 0.014184620230370254 -0.0091204565535858706 0.003836742999457559 0.00022869608518408225 0.0011750087403774336 0.024671145957098312 -0.10532933004696809 -0.008809768082830037 0.0019066123732961781 0.098022824086391624 -0.10196236951925236 0.063650064210466928 0.054795595774015687 -0.022332433588047325 0.020882482768238734 0.0026600634325566691 0.00044145217257219476 0.0040945549839532429 -0.10082362187951566 -0.10095948920191047 0.1003440381315218 -0.10101647181347351 0.013565393453266454 -0.033511991527276082 0.0014826184621766038 -0.0020663019659174216 0.0086706966177613233 -0.079774332009315496 0.011480367285717691 -0.055091044294624185
leaf_weight=0.051108956795360427 0.75550967932213042 0.63007186877075616 1.91198341849973 0.71462401610358772 18.439718836658116 0.2702377398964021 0.33627936348784715 1.6194938128564902 0.61042602218367381 0.068953502345831197 0.031528319683275186 0.041439188210802058 0.38525924800688871 0.69324231369611788 0.689662414767099 0.86422354020760395 24.677203819270073 0.021124172507421046 0.023432830637780455 0.039687099213228549 0.019956517964601517 0.06571101543693203 0.023393052229076616 0.77665666766369923 2.8348284998597153 0.50804645469179377 3.3373732245645433 0.25406692927117447 0.32274430763209239 0.26448386957781622
leaf_count=91 23 16 101 69 485 15 19 57 10 48 11 87 36 35 20 58 2357 21 95 36 2 140 41 54 401 8 195 47 30 25
internal_value=-7.38938e-06 0.0037318 0.000625181 -0.000220035 -0.00127879 -0.00961585 -0.0335489 -9.63342e-05 -0.00291824 0.0097638 0.0435589 -0.00790893 0.000949259 0.00848259 0.000542455 -0.00846433 0.000153538 -0.0289157 -0.00327446 -0.0380345 -0.000639829 -0.0754464 -0.0436777 -0.000127288 -0.0055526 -0.0210765 0.000860835 -0.000490983 -0.0370066 -0.018503
internal_weight=61.2825 3.29756 2.54206 57.9849 30.4309 3.69298 1.0509 2.64208 2.37184 0.752347 0.141921 0.0729675 27.554 2.63239 2.24713 1.55747 24.9216 0.244414 0.157578 0.10647 0.0667824 0.0868352 0.0468259 26.7379 4.11953 1.2847 22.6184 19.281 0.841295 0.587228
internal_count=4633 140 117 4493 1561 316 88 228 213 156 146 98 2932 149 113 93 2783 426 265 174 138 161 136 1245 463 62 782 587 102 55
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=31
num_cat=0
split_feature=4 4 0 3 3 3 4 3 3 2 1 0 4 2 2 0 2 2 3 1 3 4 1 0 0 4 3 1 0 3
split_gain=0.00457927 0.0198919 0.0546859 0.0591307 0.01855 0.0249941 0.0477416 0.021982 0.0171305 0.0418781 0.152668 0.137936 0.0633724 0.0469494 0.171908 0.0733395 0.132708 0.0615621 0.0377137 0.0280818 0.0265064 0.110406 0.0759229 0.025438 0.120749 0.0280668 0.130493 0.119966 0.0250694 0.0250019
threshold=41.559097512700014 41.741384785950011 86.420486603250012 0.086075000000000026 -0.25420999999999999 -0.55393499999999996 42.409092016550012 -0.57039999999999991 0.088145000000000015 -0.025719999999999996 62.907231794400012 91.109157582800023 42.686561923500008 -0.088039999999999993 -0.093604999999999994 86.474255765850003 -0.160525 -0.083834999999999993 0.090465000000000031 69.633754036750005 0.092185000000000031 42.498713093000006 62.084563606450011 86.681267041950008 86.393602021950016 43.219899330700009 0.08759500000000002 61.917879202350001 97.722764583650005 0.08574500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -3 23 13 12 -12 -11 14 15 -10 19 -15 -13 -17 21 -19 -22 24 25 26 27 29 -21 -6
right_child=1 4 3 -5 8 6 -8 -9 9 10 11 18 -14 17 -16 16 -18 20 -20 28 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00066776895085463982 0.0013434539884008086 -0.037517279336547117 0.0057974883950892868 -0.085792568147346607 -0.0048921982561293906 0.06691141932932429 -0.088348007211004262 0.071833378617072868 0.0060200810178191776 -0.10461264990499962 0.095467227054047477 0.035845861521103563 -0.010295406081237413 0.024184957878513779 -0.10368599084773662 -0.041537748859639269 -0.10449343057350458 0.078246998818375976 -0.10088035702093974 0.070668185157833352 -0.032176731248368139 -0.0068857467066697851 0.0012717783224037373 -0.00034847363671515106 0.042176404064033085 0.0032500679381422906 0.086786128521945144 -0.091854925901746418 -0.0087495124849060243 0.093262822164234455
leaf_weight=37.914835964403295 0.62305582766754852 0.037987257955393261 0.11422539201066684 0.18408921553987057 0.063052278729454403 0.024624812902691917 0.10119305831301606 0.035622199633507989 1.3405964447338177 0.22179016545123786 0.13821313220498155 0.028696882691747305 0.10494846241522282 1.0719989571371114 0.19809303754209406 0.076565930568902707 0.18757466403269674 0.20307476243192368 0.06792859110881011 0.081987107667373493 0.84481662685902836 0.60969457018950379 3.4492922590848138 10.408623756522067 0.84404482532590908 1.7392604774611298 0.083649168649571948 0.23873645254445819 0.07714969177108344 0.044101604085881263
leaf_count=2252 44 35 41 24 44 11 95 8 59 43 19 19 24 32 45 20 52 25 54 18 39 78 56 1113 20 247 6 70 36 4
internal_value=-9.75314e-06 -0.00111487 -0.0155141 -0.0507225 -0.00052056 -0.0308826 -0.057961 0.0154013 -0.000246873 -0.00370255 -0.0301147 0.0313868 -0.0743179 -0.00188058 -0.0153575 -0.00543766 -0.0417264 0.00239871 -0.0602739 0.00822426 -0.0021745 0.0143851 -0.00530883 0.00199378 0.0100857 -0.00240328 -0.0252944 -0.0523997 0.0321664 0.0355057
internal_weight=61.1595 23.2447 0.92137 0.298315 22.3233 0.199427 0.125818 0.0736095 22.1239 8.70242 0.561577 0.234839 0.326739 8.14084 1.96197 1.76387 0.423277 6.17888 0.0966255 0.235703 5.10688 0.812769 4.29411 13.4215 3.01284 2.1688 0.42954 0.34589 0.159137 0.107154
internal_count=4633 2381 109 65 2272 149 106 43 2123 619 159 92 67 460 230 185 126 230 73 74 198 103 95 1504 391 371 124 118 54 48
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=31
num_cat=0
split_feature=3 3 3 3 2 2 3 4 3 2 2 2 1 1 1 1 4 1 3 4 3 3 4 0 3 0 3 0 4 0
split_gain=0.00464319 0.0973408 0.143761 0.0240399 0.0415944 0.0227257 0.12771 0.140122 0.0249658 0.0735295 0.0894765 0.0401757 0.0272306 0.02451 0.0578796 0.0534466 0.0260999 0.0221023 0.021392 0.0196559 0.021384 0.0192241 0.0683576 0.168488 0.0285138 0.159967 0.0249475 0.0194748 0.0484374 0.0704114
threshold=0.084565000000000015 0.083905000000000021 0.083745000000000028 0.085175000000000015 0.050115000000000014 -0.13734499999999997 0.088565000000000019 43.084051236300006 0.10336500000000003 -0.14314999999999997 -0.16164499999999998 -0.14510999999999999 69.633754036750005 71.397382570300024 78.27445846800002 62.111448187750007 41.808689985400001 62.095317438950012 0.084365000000000009 41.559097512700014 0.095830000000000012 0.082535000000000011 42.876019054300009 86.135510041400025 0.081775000000000028 86.780739992750014 0.083070000000000019 86.692020874450009 38.911218973650008 85.121961326250016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 4 -2 6 7 -5 11 10 12 13 -10 15 -15 -8 -17 -4 -3 20 -16 24 26 -24 27 -26 -23 28 29 -1
right_child=3 18 17 5 -6 -7 8 -9 9 -11 -12 -13 -14 14 19 16 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.069491653074164633 -0.032400104738079111 0.081258552022253766 -0.037787867156498192 0.088735664473057363 0.0057202284591811921 -0.00088046946223776016 -0.0015858628884213985 -0.038810246718952557 0.043706417418703167 0.088247929121993335 -0.10203991032789571 -0.024292455185653969 -0.02311865515772427 -0.073054958036184212 0.046963631002202022 0.067616494495495547 0.0084145521827265896 -0.1102362198074896 0.029224405304413476 0.085980643741602608 -0.10051656285652073 -0.020633090065356546 -0.0091399778044980225 0.069529803748766425 0.0047155846224431934 -0.10664333214653361 0.0075324133954025865 0.0031025144580169514 -0.0071558904765002158 0.10086332006465099
leaf_weight=0.032917441471819298 0.62134079601783188 0.16461003353577908 0.063021015841512873 0.34346123517930083 0.53072358934554131 37.935790794471572 1.0861622795605406 0.114964506867409 0.1963778882927727 0.12026179889961941 0.071681706996020722 0.71045395746477868 0.088441394143089269 0.11853829901383495 0.024436178088819815 0.19608037904981745 0.12006626890070038 0.12690633231318316 0.15193221576373617 0.040394659142812372 0.016449946614180533 0.61324344510229101 0.57667840102658352 0.51569046870804414 0.61428183927455471 0.16328746096171187 0.6455027276709373 11.107234761203461 3.7634475398272049 0.092276193667203188
leaf_count=154 41 34 5 73 11 1755 33 14 36 6 16 27 48 51 32 30 29 68 17 23 31 42 11 33 22 86 32 1285 582 6
internal_value=-1.27646e-05 0.00130275 0.000352482 -0.000591696 -0.0148391 -0.00019314 0.00783526 0.0567496 -0.000203757 0.0206325 -0.0021769 -0.00449936 0.0229561 0.00427777 -0.0284884 0.00894672 0.0451328 -0.0861967 0.0562835 0.0365065 -0.0123729 0.00125943 0.00969502 0.0279988 2.06124e-06 -0.0186695 -0.00618942 0.000970222 -0.0051203 0.0560715
internal_weight=60.9667 18.631 18.3145 42.3356 1.15206 41.1836 3.24777 0.458426 2.78934 0.476763 0.356501 2.31258 0.284819 1.60213 0.199819 1.40231 0.316147 0.189927 0.316542 0.0812808 0.0408861 18.1246 2.35112 1.09237 15.7734 0.777569 1.25875 14.9959 3.88864 0.125194
internal_count=4633 2377 2326 2256 52 2204 449 87 362 106 100 256 84 229 137 92 59 73 51 86 63 2253 118 44 2135 108 74 2027 742 160
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=31
num_cat=0
split_feature=3 3 3 1 1 1 1 4 2 2 2 4 1 2 1 0 4 1 0 1 3 2 3 4 3 4 4 3 3 0
split_gain=0.00444748 0.0375907 0.0364417 0.0776749 0.0360203 0.062169 0.0262943 0.0304082 0.0237196 0.0852626 0.0755304 0.0331685 0.0373687 0.0243285 0.021856 0.0348831 0.019648 0.014963 0.0300556 0.0250176 0.014798 0.0519766 0.013346 0.0977889 0.078998 0.0563241 0.0463028 0.0454992 0.0135805 0.0922801
threshold=1.0000000180025095e-35 0.076130000000000017 -0.067414999999999989 62.014663695050011 65.036490633650018 81.210254746450019 81.761388663200009 45.044778924400006 0.049235000000000008 -0.017745 0.26056000000000007 41.037275035300006 62.907231794400012 -0.038374999999999999 68.20618276945001 101.19356403005001 36.952388736350009 75.424692849750016 101.11291028615001 80.13218303615001 -0.16179999999999997 -0.16262999999999997 0.079605000000000023 40.679780036550007 0.079470000000000027 39.896141435400004 41.529896397300007 0.078095000000000012 0.077440000000000023 92.773313165550022
decision_type=2 2 2 2 2 2 2 2 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 4 8 -4 -2 -6 -7 -8 9 13 -10 -11 -13 17 -12 -16 -5 -1 -19 -20 21 -21 23 25 26 27 -25 -3 -28 -30
right_child=1 22 3 16 5 6 7 -9 10 11 14 12 -14 -15 15 -17 -18 18 19 20 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.0015583179193672646 0.070443268761446812 0.07905259005814684 0.062670775583340596 -0.029262793415572547 -0.067569515001772704 0.10121627573557353 -0.10048955909652507 0.07421404077005099 -0.084565848993119308 0.088441358600700473 -0.02023708020766854 0.078672269992024743 -0.10188145084165892 -0.032548114484774633 0.099348736726040873 -0.032157643783568855 -0.10391815937683001 0.061632425326628382 -0.10055609047478742 0.063808632659836481 0.052006031134056142 -0.10084687506563215 -0.00025510936570900263 -0.074794648197517508 0.064949061109044331 0.10188848443856768 -0.010094340512484694 -0.051620380003362734 0.082389640520126275 -0.004367281908291735
leaf_weight=6.7411592794635053 0.14905957994051355 0.04919820852372625 0.051859472955363972 0.053462169760913447 0.071590758576149938 0.054450799711048603 0.01831232623899659 0.021851128525213426 0.13438953665567055 0.14818148706203249 0.086365263792686164 0.023647543205625787 0.02224688778790096 0.24738898062082704 0.054691163211828098 0.031956772449063919 0.10350243887145538 0.11335483059292517 0.023787378285192062 0.039095167592392954 0.052402550572924866 0.037619106395766266 49.856351209561367 0.089616607932612946 0.17735835868484162 0.16025039833039045 0.99204193834876297 0.058128906379245393 0.13878442176246597 1.0515125904959743
leaf_count=607 17 20 22 18 43 2 50 33 129 15 16 63 9 38 10 63 38 32 20 45 31 55 2773 49 20 14 74 33 76 218
internal_value=-8.48622e-06 0.000323278 -0.00221141 -0.0434345 0.0347507 0.00274009 0.0559405 -0.00544119 -0.00110155 2.18522e-05 -0.0283234 0.0654344 -0.00884942 -0.00172802 0.0153634 0.0508476 -0.0784905 -0.000639952 0.0226113 -0.00631688 0.0110449 -0.0169351 0.000116828 0.00694206 0.000671434 0.0643413 -0.00434635 0.00827945 -0.00145342 0.00574827
internal_weight=60.8536 52.8885 7.96511 0.208824 0.315265 0.166205 0.0946143 0.0401635 7.75629 7.44888 0.307403 0.194076 0.0458944 7.25481 0.173013 0.0866479 0.156965 7.00742 0.266259 0.152904 0.129117 0.0767143 52.5732 2.71689 2.44931 0.267578 2.27196 0.107327 2.18234 1.1903
internal_count=4633 3422 1211 78 145 128 85 83 1133 915 218 87 72 828 89 73 56 790 183 151 131 100 3277 504 437 67 417 53 368 294
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=31
num_cat=0
split_feature=1 1 2 0 1 3 2 2 3 0 0 2 1 2 4 3 3 3 1 2 0 0 2 4 4 0 2 0 4 2
split_gain=0.00445215 0.0360602 0.0175269 0.0442393 0.0264516 0.0365864 0.0243238 0.0285402 0.0229555 0.0209288 0.0143382 0.0112005 0.0219346 0.0111974 0.0125009 0.0151078 0.0102471 0.00750401 0.0152315 0.00639445 0.0282353 0.146078 0.033617 0.136664 0.113856 0.0241738 0.0386169 0.0233871 0.081472 0.0883245
threshold=81.573196594050017 82.140461259550008 -0.085550000000000001 106.56510337475001 83.602982482550019 0.080110000000000028 -0.047144999999999999 -0.022394999999999998 0.086255000000000026 111.47691637905002 119.44012936145002 0.23643500000000003 86.751166953300014 -0.21563499999999999 47.927946529500012 0.070640000000000022 -0.222165 0.079205000000000012 89.541786492700012 -0.033594999999999993 85.866664228400012 85.683849075550015 -0.0057149999999999996 41.873095646600007 40.300545846000013 86.393602021950016 0.048475000000000011 86.904409066750006 41.489621506400006 0.0041150000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 -2 4 -4 8 10 -5 -8 16 11 13 12 -9 -6 -15 -16 -3 18 -17 -1 21 -21 23 24 -22 -24 27 -27 29 -29
right_child=1 2 3 6 5 -7 7 9 -10 -11 -12 -13 -14 14 15 17 -18 -19 -20 20 22 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00058097296215355986 -0.10109725217488089 0.0563982620666462 -0.10050139504447363 -0.10036989502580568 -0.056104425010533303 -0.10033365375122488 0.086733522478273872 -0.10048711280118372 0.092003920768954972 -0.1002521895547345 -0.10049385187409186 0.068616982508092159 0.06492984436027259 0.070173118928712502 -0.10084284202633793 -0.10018599498685177 -0.10011470450253551 0.097404911350991538 0.048945938974728667 0.003853956290538493 0.017081905139409173 -0.09485985871555859 0.012841213415338193 -0.00044370225657178978 0.08610811038533768 -0.0082513605272469034 0.00085603155584643262 0.045382430170796503 -0.10533853463757883 -0.060819552233678034
leaf_weight=43.024132775075984 0.039522421019305365 0.0069539881369564674 0.054330212117747578 0.01867015343444578 0.014750277964907355 0.033206027348133826 0.043795230719297251 0.016777481310100484 0.062328198577233707 0.020735817806183388 0.0096842891940420728 0.024211255825775879 0.015350751297361853 0.055591194749977646 0.011169175824761624 0.0097527026659918192 0.010498289232145908 0.01184894585821894 0.022999205804808298 0.79303028983609891 0.66564773523714682 0.1848529912167578 1.334175564265023 2.8851721229530085 0.37278738879831508 0.97386500029824563 9.6113369759258358 0.15261463040951639 0.12232338240460194 0.16084020439666347
leaf_count=2543 46 7 76 76 66 229 70 19 18 162 68 26 30 66 8 52 79 9 38 253 26 16 35 60 52 9 409 12 36 37
internal_value=-5.24847e-06 -0.00957614 -0.00140465 -0.0239457 0.0161611 -0.0062425 0.00586128 0.0222702 0.0636196 -0.0143588 0.0167655 0.0172544 -0.0214515 0.02577 0.0366147 0.00316384 -0.037751 0.0292097 0.00453816 7.13074e-05 0.00169757 -0.0148063 0.00268897 0.010753 0.0418616 0.000128105 -0.00141092 -0.0168676 -0.0361229 -0.00911202
internal_weight=60.763 0.482176 0.442653 0.193871 0.248782 0.169002 0.139541 0.120871 0.0797805 0.0770753 0.135796 0.0563395 0.0321282 0.126112 0.111361 0.05577 0.0174523 0.0446009 0.0327519 60.2808 17.2566 0.977883 16.2788 3.92361 1.03844 12.3552 11.021 1.40964 0.435778 0.313455
internal_count=4633 1145 1099 459 640 536 383 307 104 237 307 75 49 239 173 107 86 99 90 3488 945 269 676 138 78 538 503 94 85 49
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=31
num_cat=0
split_feature=2 2 2 4 0 0 0 2 0 2 3 3 4 3 0 3 1 0 1 0 3 3 2 2 4 1 4 2 2 0
split_gain=0.00430005 0.0246372 0.0239875 0.0394511 0.0198717 0.0884598 0.0480436 0.0295556 0.0291911 0.0219135 0.0185765 0.130065 0.0362605 0.0302636 0.0262146 0.0724674 0.0449244 0.0250653 0.0242665 0.0220134 0.0205292 0.0435955 0.0913307 0.0761679 0.0226349 0.114008 0.0365366 0.105211 0.0363856 0.0352033
threshold=-0.092084999999999986 -0.09280999999999999 -0.088465000000000002 41.741384785950011 85.705356740550016 85.307464937250003 85.769879735700016 -0.10771499999999999 71.096275259750016 -0.117885 0.083555000000000032 0.084805000000000019 37.232443001650005 -0.25420999999999999 91.109157582800023 0.076615000000000016 72.04530097975001 99.755238930300024 80.677940036650014 93.72771580185001 0.086075000000000026 0.084995000000000029 -0.10040499999999999 -0.14174999999999999 36.558960102350007 67.923894665750012 38.324118171300007 -0.102645 -0.117885 91.109157582800023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 7 -6 8 -1 -10 12 -12 13 -8 -14 16 19 -18 -19 -16 21 -13 23 -23 25 -22 27 28 29 -26
right_child=2 -3 -4 -5 6 -7 10 -9 9 -11 11 20 14 -15 15 -17 17 18 -20 -21 24 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.10097474539074086 -0.0019378251308613623 0.040600037010382277 0.00017016543313508477 -0.025526457050963448 0.053552087562196329 -0.10150632318718192 0.014771715059519176 -0.059514117918749089 0.0089997632528809705 0.10025604616379898 0.071515070453699925 -0.011945263140065016 9.2098043284479663e-05 -0.10120210479243047 0.0029392374038311152 -0.07517108666591539 0.060438300816084645 -0.077147779475476741 0.023675323631877569 -0.10085413100088235 0.10066949469215765 0.009139606585126062 6.9730153975361485e-05 0.10095241945741136 0.039648391215628562 -0.0019354908277756132 -0.00014346639415100811 0.029879563064144011 -0.10551107363511553 -0.084030926570122177
leaf_weight=0.022916449387270887 2.5965208095635997 0.15850598387233716 40.443164025898227 0.97533980330990733 0.1765986664686342 0.10232753225864144 0.033212734892998697 0.07252311942647871 0.41713462667796897 0.028085656958865002 0.27044970307252825 0.48017038707621285 2.8817498858522304 0.069766025495919037 0.034710385018115519 0.18121358595664105 0.113992915560857 0.03364663566821946 0.082172030466352908 0.049680185729584991 0.13271869230084199 0.15260578383860235 0.57714522517744626 0.22151880463246698 0.044041875284165144 0.5883942669850537 9.367295413853773 0.16662322949296182 0.14320667695164957 0.048201097890427036
leaf_count=94 40 34 2258 69 15 59 27 21 407 6 29 4 100 87 16 424 63 32 134 47 12 32 8 19 3 92 435 13 15 38
internal_value=-5.78469e-06 0.00136305 -0.000523606 -0.00837899 0.000985942 -0.0162478 0.0016851 -0.000111461 0.00909112 0.0147564 0.00110067 0.00294002 -0.00534337 -0.0637982 -0.00356092 -0.0248099 0.00423547 0.0271493 -0.00561493 -0.0581633 0.00138439 0.0126181 0.0250169 0.0635019 -0.000148464 0.0169487 -0.00141046 -0.0309284 -0.073961 -0.0249796
internal_weight=60.6656 16.6506 44.015 3.57186 16.4921 0.642987 15.8491 0.54066 0.468137 0.44522 15.6725 12.1924 3.48014 0.102979 3.37717 0.495416 0.314202 0.229812 0.115819 0.0843906 11.9219 1.43144 0.95127 0.374125 10.4905 0.721113 9.76937 0.402073 0.23545 0.092243
internal_count=4633 2266 2367 109 2232 587 1645 528 507 413 1630 700 930 114 816 716 292 229 166 63 671 63 59 51 608 104 504 69 56 41
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=31
num_cat=0
split_feature=2 0 0 4 4 1 1 3 0 1 0 1 1 2 2 2 2 4 3 3 0 3 3 3 1 3 3 4 2 3
split_gain=0.00399049 0.0112811 0.0392693 0.00486078 0.0259519 0.0279768 0.023238 0.0324199 0.0210971 0.0317571 0.0192445 0.015417 0.00561791 0.021653 0.0204497 0.0199817 0.00562036 0.0236375 0.0671143 0.078018 0.0566178 0.0579817 0.0354346 0.03421 0.0297657 0.0252536 0.0188954 0.0293693 0.015493 0.0133917
threshold=0.28423000000000004 100.53758024625002 93.910530954700008 34.515670600900002 33.96174662340001 68.327163385350005 65.644082171150004 0.099465000000000012 94.230457472250009 77.443724905700023 102.11570516885001 69.633754036750005 55.887667615750004 -0.23381499999999997 -0.23265499999999997 0.11061500000000003 -0.14008999999999996 39.955516828000007 0.12140000000000002 0.10336500000000003 89.861713010250014 0.12140000000000002 0.087245000000000031 0.085345000000000018 83.116371560950014 -0.10696499999999999 0.091290000000000024 38.804629908750009 -0.61402999999999996 0.08574500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 -1 -7 -10 -11 -6 13 -5 -15 -16 17 20 19 29 21 22 23 25 26 -14 27 -22 -26 -19
right_child=1 -3 -4 12 11 8 -8 -9 9 10 -12 -13 16 14 15 -17 -18 18 -20 -21 24 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.10025886979894655 -0.013429742995243209 0.00081903736475204833 0.086955817729976084 -0.1009731364350842 0.086003184447750583 0.068852620118257116 -0.10243632139754705 0.093116335614448625 -0.10098509425103704 0.094714931628972487 -0.10016951634051122 0.013018081003346716 0.042983988010327191 0.029677632743240309 -0.10071226081912113 0.10020596403770948 -0.00040571361790017946 -0.0016332602394558801 -0.063237429895106959 0.072906472765245117 -0.10076285930482082 0.09497188676694901 -0.081980445412079772 0.10032729078335122 -0.10027177635745309 -0.060231376153156727 -0.1029890307245061 0.014015592912279169 0.076561548107016444 0.0098084215383464537
leaf_weight=0.015769442615668594 0.088045211504662713 0.57350488611734818 0.069909778403143719 0.026819387090210256 0.058272205213825146 0.051782190450467169 0.045243194443173707 0.019257147505413741 0.025781753565269128 0.0227220796504497 0.0065212680074480103 0.057502010038774642 0.041112199044164299 0.072095433628419414 0.027632979300799998 0.0060300100594758979 54.461928518638366 1.8242827246907323 0.13825455307960499 0.17520282601159909 0.041211801839949658 0.065074136771727353 0.05509051646990315 0.033764290824137788 0.0063470814193351535 0.055984646683954753 0.093006145788422145 0.048563134867265489 0.022583356679317212 2.3288366370708786
leaf_count=93 32 109 35 56 24 11 8 5 18 9 126 26 47 35 138 1 2572 776 25 33 52 9 11 5 15 33 51 25 77 176
internal_value=-4.8982e-06 0.00733651 0.0310002 -9.46565e-05 0.0125421 -0.0104864 -0.0550944 0.00605621 0.0230383 -0.020076 0.0512557 0.0497534 -0.000158951 -0.0207211 -0.000369853 -0.064722 -0.000113051 0.00312046 0.00534934 0.00754013 -0.0183939 0.0137296 -0.0147013 0.0136222 -0.0564826 -0.0165285 -0.0714001 -0.0386742 0.0377659 0.00478259
internal_weight=60.5581 0.73146 0.157955 59.8267 0.302851 0.187077 0.0802698 0.0350266 0.106807 0.0550251 0.0292433 0.115774 59.5238 0.132578 0.105758 0.033663 59.3912 4.92931 4.46658 4.32832 0.462737 0.251026 0.185952 0.130861 0.211712 0.0970968 0.182781 0.0897749 0.0289304 4.15312
internal_count=4633 176 67 4457 320 270 106 98 164 153 135 50 4137 230 174 139 3907 1335 1010 985 325 105 96 85 220 80 128 77 92 952
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=31
num_cat=0
split_feature=2 2 4 1 1 3 3 2 1 3 4 0 2 2 1 1 0 1 0 1 3 4 3 3 2 4 4 3 3 4
split_gain=0.00455116 0.0186963 0.023538 0.0299747 0.0644514 0.0173031 0.0174536 0.00944122 0.0714558 0.033497 0.0298181 0.043431 0.0275711 0.00957029 0.0278064 0.0754251 0.0461302 0.020509 0.0304079 0.0475606 0.049511 0.0280839 0.014965 0.0262016 0.0152579 0.039644 0.0330663 0.0316291 0.0107835 0.00956948
threshold=-0.63026499999999996 -0.58319500000000002 39.852039223600009 75.629015667650023 78.27445846800002 0.10052500000000002 0.093635000000000024 -0.25105499999999997 62.186725015400008 -1.0000000180025095e-35 35.476804824450006 100.01333091085002 -0.26416999999999996 -0.16164499999999998 62.084563606450011 62.678712853250012 85.216057360850016 66.52858489605002 94.75470680765001 72.04530097975001 -0.21029499999999998 47.927946529500012 -1.0000000180025095e-35 -0.14423499999999997 -0.23353499999999996 48.96897326980001 48.823707093150006 -0.23921499999999998 -0.24665999999999999 48.109449608500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 8 9 12 -10 -12 -3 14 16 -16 22 29 28 -20 -21 -22 23 24 25 26 27 -9 -19 -17
right_child=1 7 3 4 -6 -7 -8 13 10 -11 11 -13 -14 -15 15 17 -18 18 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0082991758179610381 -0.043815303277327008 0.062637302767573247 0.059107477100765082 -0.10173727817864378 0.064645089555856863 -0.10142448410552463 0.078555076914238742 -0.10106536227427937 0.059379640932377832 0.085421854127432709 -0.088196733103642788 0.043484376085792663 -0.10128419278491865 -0.00011734670875053364 0.1002731597416732 -0.057912279781668109 -0.10093784299128482 0.017920782647946946 -0.072889195639310428 0.072485645102684529 -0.10047628162396297 0.02939182584376937 0.073403040757338403 -0.10036552040906691 0.039921841544491042 -0.10071923500347593 0.087596619276920029 0.090958603106304381 0.07104009608920088 -0.00027527281388188627
leaf_weight=0.65437247522198916 0.029224086332930166 0.018809026025337516 0.18761239554805798 0.042249138903571293 0.051859859344517645 0.022284370385023067 0.019388245163781903 0.027387995029823031 0.021076315779095189 0.074488335065766687 0.15068528968151895 0.03004007786642493 0.022577401433807154 58.244166706073763 0.10350404167547822 0.060407014657646307 0.051358553040699917 0.061836058710127872 0.072469938271296996 0.091981590887826314 0.036073255473368704 0.03092776523953944 0.026984873523874131 0.025736285158082239 0.082116915292647974 0.037745013240055414 0.040199130773544312 0.012489448574342532 0.10005391586742007 0.055064862059225561
leaf_count=72 38 12 27 17 66 10 14 62 25 33 171 78 36 3463 20 35 20 19 21 21 74 24 15 151 38 12 5 5 41 8
internal_value=-4.74505e-06 8.59716e-05 0.0230444 0.0360053 -0.0100503 -0.0284583 0.00499015 -5.01381e-05 -0.0172434 0.045345 -0.0531818 -0.0663088 -0.0267863 4.21853e-05 0.0101824 0.0224569 -0.0145397 0.00662739 0.0175053 -0.00574811 0.0248572 -0.040529 0.00302264 -0.00539304 0.00683191 -0.0162304 0.0235943 -0.0409243 0.0507505 -0.030427
internal_weight=60.4852 59.8308 0.352618 0.281721 0.094109 0.0708967 0.0486123 59.4782 0.317676 0.115875 0.201802 0.180725 0.0413864 59.1605 0.916337 0.612318 0.304018 0.508814 0.393343 0.231453 0.158983 0.067001 0.25266 0.225675 0.199939 0.117822 0.0800766 0.0398774 0.16189 0.115472
internal_count=4633 4561 172 110 83 62 52 4389 355 81 274 249 48 4034 571 263 308 243 200 140 119 98 288 273 122 84 72 67 60 43
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=31
num_cat=0
split_feature=1 1 2 2 0 4 1 4 0 1 4 2 4 3 1 1 2 3 2 3 2 4 2 3 4 2 3 2 4 1
split_gain=0.00474925 0.0318584 0.0150482 0.0231023 0.0355692 0.0268095 0.0256907 0.0241326 0.0201009 0.0113361 0.0224738 0.0180121 0.0159564 0.015882 0.0142604 0.00596658 0.0149725 0.00523831 0.00522522 0.00518947 0.037791 0.0680894 0.0373344 0.0322938 0.143317 0.0220399 0.0526261 0.0287816 0.0266331 0.0349347
threshold=81.573196594050017 82.140461259550008 -0.61402999999999996 -0.15962499999999999 104.86330937810001 42.388109226950007 89.541786492700012 39.198779702000003 122.90286343345001 82.949687156850018 44.749265482150008 0.20852500000000004 46.095286511800005 0.074735000000000024 93.155074220050025 83.602982482550019 -0.21563499999999999 -0.085394999999999999 0.28423000000000004 1.0000000180025095e-35 0.049235000000000008 35.374259656300005 0.26056000000000007 0.079025000000000026 41.808689985400001 -0.017745 -0.093130000000000004 -0.038374999999999999 41.037275035300006 62.907231794400012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 -2 -3 6 7 -6 15 -5 9 -7 11 -11 -12 -14 -15 -4 17 -17 19 20 25 -22 -23 24 -21 27 28 -1 -27 -30
right_child=1 2 3 4 5 8 -8 -9 -10 10 12 -13 13 14 -16 16 -18 -19 -20 23 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00093736533727958339 -0.10099517665599789 -0.10025381004729093 0.092044127089293146 0.063065458028878599 -0.10021887742370042 0.071176386812776174 -0.10015251743873617 -0.10041668295843316 -0.10019882090411761 -0.10030067454116696 0.10029684555694895 0.029134939947243893 0.047029037963857677 -0.10027897322130595 0.060220807099097384 0.031894830544422867 0.077551652796449322 -0.10026602306458383 0.0086340419631719383 0.06910755669985022 0.068761169269313957 -0.09715001379988944 -0.011162333698209983 -0.00017892675188036094 0.00025607318451999976 0.083893635805053879 -0.048790472795447397 -0.036380516992966912 0.078119806329943808 -0.10189613005253458
leaf_weight=6.9462419372466373 0.035639140393306179 0.015115590974968285 0.03960227361676516 0.010685043299602626 0.021179014217786785 0.043402158669778146 0.010767314937087047 0.058277860232365697 0.013461251811051511 0.025919933463342204 0.029769276734441519 0.018371433718129992 0.04922671595159045 0.017649317954237631 0.0080656907821321511 0.0047395416768267759 0.029279290798285729 0.0081668304128186264 0.70426168990024862 0.36852709443826315 0.047202913247020084 0.13089376385473495 0.08220527321100235 49.543907715762202 1.6828649111200205 0.1194798874494154 0.061874219847712797 0.23692806504982389 0.02260916532011148 0.020605414511010167
leaf_count=716 46 42 18 33 342 12 166 128 68 116 4 4 21 61 13 2 18 51 90 50 13 100 10 2245 144 12 7 34 60 7
internal_value=-4.73365e-06 -0.0103642 -0.00236278 0.0014453 -0.0121894 0.00691516 0.0450515 -0.0750869 0.0179369 0.026202 0.0131017 -0.0466126 0.03836 0.0137567 -0.0499371 0.0641675 0.0379979 -0.0517333 7.11591e-05 -3.05987e-05 -0.00245794 -0.0399083 -0.0639793 0.00033015 0.0126251 -0.00114197 0.0297074 -0.00210641 0.0595608 -0.00771472
internal_weight=60.4069 0.439318 0.403679 0.388563 0.296008 0.227045 0.0925553 0.0689629 0.205866 0.192405 0.149002 0.0442914 0.104711 0.0749417 0.025715 0.0817879 0.0421857 0.0129064 59.9676 59.2633 7.66804 0.260302 0.213099 51.5953 2.05139 7.40774 0.224569 7.18317 0.162694 0.0432146
internal_count=4633 1145 1099 1057 802 641 255 161 299 231 219 120 99 95 74 89 71 53 3488 3398 959 123 110 2439 194 836 86 750 79 67
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=31
num_cat=0
split_feature=1 1 2 2 0 3 1 4 4 1 1 0 3 4 4 0 1 2 2 0 0 2 4 4 0 3 2 4 1 3
split_gain=0.00424364 0.0288536 0.0135943 0.0203537 0.0318642 0.0253253 0.0227852 0.0218876 0.0175473 0.0172627 0.0102867 0.0156186 0.00777549 0.0100466 0.0127514 0.00701081 0.00554584 0.0129874 0.00525049 0.0231604 0.129873 0.0280858 0.115007 0.107069 0.0215566 0.0197269 0.0307883 0.0197088 0.0605544 0.0556039
threshold=81.573196594050017 82.140461259550008 -0.61402999999999996 -0.15962499999999999 104.86330937810001 -0.222165 89.541786492700012 39.198779702000003 42.388109226950007 90.937096262400004 93.155074220050025 123.35721285750002 -0.098985000000000004 46.324972967950011 47.927946529500012 110.78598263955001 83.602982482550019 -0.21563499999999999 -0.033594999999999993 85.866664228400012 85.683849075550015 -0.0057149999999999996 41.873095646600007 40.300545846000013 82.250688042950017 0.12376500000000003 0.048475000000000011 38.474425342400004 67.923894665750012 0.099855000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 -2 -3 6 7 -6 16 -5 -7 12 -11 -12 -10 -14 -15 -16 -4 -18 -1 20 24 22 23 -21 -20 26 -23 28 -28 -29
right_child=1 2 3 4 5 8 -8 -9 9 10 11 -13 13 14 15 -17 17 -19 19 21 -22 25 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.00052790633502279387 -0.10090051815328334 -0.10022962340362807 0.090441324293453224 0.059089290580807113 -0.1005785756012893 -0.10017877264187487 -0.10013800341295083 -0.10037701100074779 0.087886800135333024 -0.10036399258825904 0.073364190266092144 -0.10016489641099546 0.049427707828274853 -0.10050099750690621 0.06895490218386939 -0.0392076459419409 -0.050045106254921312 0.074255436261686944 -0.054431941322172134 0.015431453945533911 -0.092891636526839683 -0.012401015311935135 -0.00030466725344523989 0.084216221914538938 0.0082164983479197269 0.015445315793625 0.058389445604492766 0.0022029268295049123 0.001593575743431677 -0.027018203019333931
leaf_weight=42.783466074303178 0.032276341721495627 0.013680285058175201 0.036437428007957351 0.010285339610803135 0.019991793132206226 0.011862926598338985 0.0097440096828971257 0.052751770179938262 0.028337672833004035 0.014770571171311531 0.013665454175225022 0.0083597422594436921 0.079584604609408416 0.011604272325712373 0.015186432970949681 0.0098985796109900548 0.012085036701265039 0.027609762439169572 0.059388950889217251 0.66126557684038301 0.16980690768832574 1.9503330140007573 2.8855958558870043 0.34402928419876844 0.73048318992539407 0.78378995455568734 0.24000405799597391 7.7473450308737011 0.86172521058495022 0.71095441157376615
leaf_count=2543 46 42 18 33 70 293 166 128 8 86 32 55 32 13 35 17 53 18 190 26 16 101 60 52 63 49 21 250 80 37
internal_value=-4.58416e-06 -0.010167 -0.00237527 0.00132093 -0.0118953 0.00656769 0.0438431 -0.074358 0.0176509 0.0253562 -0.0357984 0.0075006 0.0409167 0.0294694 -0.0138232 0.0262738 0.062271 0.0364123 6.46252e-05 0.00154325 -0.0135507 0.00243823 0.00984299 0.0389708 0.00350608 9.47463e-05 -0.00095054 0.00138546 0.0139662 -0.000253228
internal_weight=60.3363 0.408132 0.375856 0.362175 0.276299 0.213262 0.0858762 0.0630371 0.19327 0.181407 0.0367958 0.0220252 0.144612 0.116274 0.0366893 0.025085 0.0761322 0.0396948 59.9282 17.1447 0.959679 16.185 3.89089 1.00529 0.789872 12.2942 11.5104 9.56003 1.10173 8.4583
internal_count=4633 1145 1099 1057 802 641 255 161 571 278 173 87 105 97 65 52 89 71 3488 945 269 676 138 78 253 538 489 388 101 287
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=31
num_cat=0
split_feature=0 4 1 4 1 1 4 4 3 2 3 1 4 4 1 1 3 4 2 3 2 3 0 3 4 2 3 3 4 3
split_gain=0.0043211 0.0429674 0.0213735 0.0171746 0.022179 0.0233392 0.0242551 0.0188801 0.0142237 0.0120538 0.0111752 0.0100187 0.0100825 0.00902639 0.032373 0.0278553 0.024972 0.0229903 0.040536 0.0332576 0.0293396 0.0316864 0.0261817 0.0396281 0.0222464 0.0467718 0.0611084 0.0471065 0.00858773 0.00840577
threshold=103.57284947555002 40.722669576350008 79.941302508900023 40.858951393400005 80.677940036650014 82.815264250350012 44.749265482150008 45.321989007550009 0.079745000000000024 0.20852500000000004 -0.25215499999999996 90.679004281900021 48.96897326980001 44.578137159850009 75.180043159850015 74.257902021100008 -0.24360999999999999 47.927946529500012 -0.098419999999999994 1.0000000180025095e-35 -0.61402999999999996 -0.24748499999999998 96.324766355850002 0.089505000000000015 43.895345911700005 -0.102645 0.083395000000000011 0.082535000000000011 44.202975721700007 -0.222165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 -3 -4 -5 -6 9 -8 11 10 -7 29 -13 24 15 17 -16 18 20 -19 -15 -22 -21 -24 -1 -26 27 28 -27 -9
right_child=1 2 3 4 5 6 7 8 -10 -11 -12 12 -14 14 16 -17 -18 19 -20 22 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=5.3270389046547605e-05 -0.090221640519014254 -0.069028020289857314 0.09716157773579262 -0.10060530264101859 0.051273096614924796 0.088872141430324333 0.09718796883046639 -0.031970584498133857 -0.10025454313225074 0.0054628940731709557 -0.10025035966161727 0.012506642521029452 -0.10015772154027436 0.064643516582320718 0.026664295571024479 0.068878330664528489 -0.10190201793508513 -0.011760700797615993 -0.0059667343326383904 0.078767893839920763 0.048181722864020005 -0.10093240553662391 -0.10152423371972707 0.078144294701008421 0.080068204082892683 -0.033572460905781372 -0.035486235884875504 0.080048633823531168 0.020311072631303287 0.053660420275021915
leaf_weight=58.090879821742028 0.057799640358978333 0.037732076586507901 0.021336288384588897 0.01889063044239947 0.097546537047492166 0.0033726096331747604 0.023657003708649427 0.01480835064285202 0.012822344297177324 0.020795397158508422 0.042457447390233938 0.019540003927431826 0.013383831531797341 0.015348233981057779 0.020143501599022784 0.049931028704150893 0.060431786524219322 0.22639622500116729 0.53964842009710079 0.099081488873707713 0.016356879849489081 0.11067094815894074 0.024238083667114552 0.024874469265341759 0.10559213625845132 0.059706102617517298 0.19758347975266588 0.1317595877990243 0.05861521034779571 0.050750389372979043
leaf_count=2740 491 24 10 24 33 7 4 7 61 9 293 24 57 4 8 22 104 89 57 26 23 213 35 6 90 26 37 10 15 84
internal_value=-3.59979e-06 -0.00993553 0.00237048 0.010309 0.00448203 0.0111184 -0.00831213 0.0160595 -0.00118375 -0.0576813 -0.0863329 0.0117152 -0.0332924 6.85919e-05 -0.00856433 -0.00410818 -0.069761 -0.0075572 -0.018489 0.0123466 -0.0659522 -0.0817316 0.0491753 -0.0105259 0.000243346 0.020201 0.00607986 0.0389203 -0.00687909 0.0343182
internal_weight=60.2661 0.434893 0.377093 0.339361 0.318025 0.299134 0.201587 0.134962 0.111305 0.0666255 0.0458301 0.0984826 0.0329238 59.8313 1.18712 1.10655 0.0805753 1.05661 0.682024 0.37459 0.142376 0.127028 0.148194 0.0491126 58.6441 0.553257 0.447664 0.250081 0.118321 0.0655587
internal_count=4633 1128 637 613 603 579 546 237 233 309 300 172 81 3505 587 475 112 453 297 156 240 236 67 41 2918 178 88 51 41 91
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=31
num_cat=0
split_feature=4 0 4 1 0 1 1 2 1 2 2 1 2 3 2 3 2 2 1 3 2 1 1 0 0 1 2 3 1 4
split_gain=0.00390162 0.0240095 0.153044 0.0789111 0.0646444 0.0422429 0.0933387 0.0498303 0.043469 0.0276285 0.18734 0.108471 0.0848539 0.0599843 0.109591 0.0896836 0.11935 0.049477 0.0510422 0.0373999 0.0352754 0.0314222 0.0422266 0.0529737 0.0493665 0.0434824 0.0269101 0.0226611 0.0453766 0.0240494
threshold=42.081757894750005 86.393602021950016 42.686561923500008 61.923256118600001 86.474255765850003 62.116825104000007 62.186725015400008 -0.097799999999999984 62.057679025150001 -0.083834999999999993 -0.088274999999999992 62.245871094250013 -0.082484999999999989 0.088145000000000015 -0.160525 0.086555000000000021 -0.095854999999999996 -0.096559999999999993 63.910026677050006 0.086075000000000026 -0.091639999999999985 66.235542959850008 67.254468591300011 92.464140480550014 94.109476856350014 72.04530097975001 -0.23168999999999998 -0.20885999999999996 74.026694621850012 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 8 -7 26 -4 10 11 -6 -11 15 -15 16 17 18 -13 21 -18 -20 -23 -24 -25 -26 -8 -27 -29 -30
right_child=1 4 5 -5 9 6 7 -9 -10 12 -12 13 -14 14 -16 -17 20 -19 19 -21 -22 22 23 24 25 27 -28 28 29 -31
leaf_value=0.00048905257262054052 0.030352101222858259 0.027619292799486397 -0.0011159998988151405 -0.082317014792871665 -0.1046179190009917 -0.10700833692606229 -0.00065957971314517787 -0.10121345789112546 0.04388453876881538 -0.060296889604525263 0.064323490706547429 0.087228621428104489 -0.0020631672646847484 0.01838040515021731 -0.10307534949676596 0.059709177705265938 -0.10309472201095014 0.078014995559816447 -0.10114183834959614 -0.10559804658489343 -0.026131169796629251 0.097017923394855821 -0.10185954078859752 0.093941847861151673 -0.10116369933595726 0.055901080356037025 0.10019671529125761 0.01106952194297277 -0.10048855978108462 -0.0087966774448230822
leaf_weight=43.782406066834071 0.074701857513329251 0.83670142099810974 2.8058057233727993 0.37032568700306001 0.1037453494791406 0.11424340433586611 0.055421072012904915 0.02861900636247583 0.23243901962223379 0.25735205363514424 0.48063460544653924 0.069345994619651963 9.0293258658689393 0.15165640504901035 0.14563239618374257 0.27613354949775715 0.12692429653134241 0.099516777612734475 0.028598273536772467 0.033359339787693898 0.112193847769959 0.04760743968654424 0.047970055826823454 0.059555301224690993 0.040686380521492538 0.078267928239167506 0.050616912627447164 0.54307071090261527 0.061821950914179524 0.053238306965653237
leaf_count=2575 39 21 335 89 9 17 71 32 30 18 30 11 547 64 52 39 25 6 10 9 19 7 22 37 103 38 7 6 163 202
internal_value=-3.90437e-06 -0.00131869 -0.00836887 -0.0634045 0.000755885 -0.000917918 -0.0405244 0.0158808 0.00232674 -0.00114142 0.00805661 -0.00494945 -0.00367694 0.000284528 -0.0411169 0.0076183 -0.00264022 0.0105886 0.00427935 -0.00150654 -0.0669835 0.00210749 0.00527494 0.00033757 0.0061972 -0.000527495 0.0474839 0.0050327 -0.0010168 -0.0580628
internal_weight=60.1979 16.4155 3.73217 0.445028 12.6833 3.28715 0.2489 0.134657 3.03824 11.8466 2.55996 2.07932 9.28668 1.97558 0.297289 1.67829 1.40216 1.16304 1.06352 0.994176 0.239118 0.960816 0.932218 0.884611 0.836641 0.777085 0.106038 0.736399 0.658131 0.11506
internal_count=4633 2058 620 128 1438 492 127 110 365 1417 852 822 565 813 116 697 658 614 608 597 44 588 578 571 549 512 78 409 371 365
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=31
num_cat=0
split_feature=1 1 4 0 4 1 1 4 0 1 0 0 4 3 1 3 3 4 4 0 0 0 1 1 1 0 0 0 1 1
split_gain=0.0041272 0.0940655 0.0637127 0.0573928 0.113752 0.045537 0.0304705 0.098833 0.0853917 0.0633759 0.0396147 0.116462 0.03806 0.0334705 0.0325809 0.020999 0.0243257 0.0243951 0.033273 0.0201539 0.0195614 0.0277425 0.107001 0.0268158 0.0891496 0.0495836 0.0512759 0.0471617 0.106618 0.0332804
threshold=63.910026677050006 62.907231794400012 42.320906304050006 87.525442894850016 40.679780036550007 64.630533455950015 66.235542959850008 36.165040341950011 89.474575039450016 66.859265246100009 91.886121982450007 90.321439350550008 36.952388736350009 0.095830000000000012 67.606656606400023 -0.25420999999999999 -0.17949499999999999 40.722669576350008 48.109449608500007 89.057864029250013 92.464140480550014 93.308316333500017 68.327163385350005 69.873026810350026 69.165962322050021 93.843319501450011 93.910530954700008 94.625660817400004 70.128430332750014 70.940344688150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 4 -2 -5 7 -7 -9 13 11 14 -10 -8 -11 -6 -17 -18 -19 -3 -12 22 -22 24 -23 -25 -27 28 -28 -29
right_child=3 2 -4 5 15 6 9 8 12 10 20 -13 -14 -15 -16 16 17 18 -20 -21 21 23 -24 25 -26 26 27 29 -30 -31
leaf_value=8.237111395136908e-05 -0.10464504544782512 0.04690048618208234 0.00037038993827614221 0.045995846383699135 -0.057837426806335558 0.0080132609056072484 0.058601930091507097 0.01480257471220154 -0.040144509134522804 0.095324522566003364 0.032421618183054918 -0.084645664559304695 -0.10151933092855253 0.0069824569458664613 -0.015577392661609034 0.10027753236111887 0.10069582631625101 -0.067140677042056118 0.10054113918319303 0.10047537761704016 0.028696195622404431 -0.0068586844115203554 -0.074610006492846354 -0.049896156534370413 0.057295831627589305 0.053046988700271108 -3.3109824133920258e-05 0.024744704397651883 -0.075207036141734074 -0.00050714296160320714
leaf_weight=35.258860142655038 0.15401165684720197 0.13288168385770305 0.19076619975203357 0.20913293148624035 0.030051627999682751 0.75443340373749623 0.27451265021227556 0.1587673097019433 0.1962771019898355 0.059502330608668497 0.18100069215688819 0.18794395775285011 0.20823173429562303 0.23158120666630566 0.047746826356615202 0.039323740173131227 0.020173788070678711 0.047708015273315141 0.015737196430563927 0.14889172598486766 0.18737859225894027 0.59622754118072663 0.21565004945205146 0.20414526959790436 0.34019100172918115 0.17815514729591342 0.60475320834666746 0.53720654621816066 0.27421453205043989 18.33830856352737
leaf_count=1494 44 26 17 29 13 30 36 20 16 6 29 76 42 13 39 5 1 114 1 25 18 30 25 38 33 15 14 79 154 2151
internal_value=-7.36057e-06 0.000676356 0.0449969 -0.00101303 -0.0439759 -0.000463119 -0.000871766 -0.0156509 -0.0473459 -4.629e-06 -0.000811206 -0.0371973 -0.0717388 0.0349816 0.0459515 0.0170966 0.0354132 0.00490921 -0.0255482 0.07521 -0.000315255 -0.00059116 -0.0265802 -9.41145e-05 0.016448 -0.000863369 -0.000361187 -0.000842847 -0.0234854 0.000211537
internal_weight=60.0238 35.7314 0.47254 24.2924 0.307006 23.9854 23.7762 1.31771 0.563276 22.4585 21.9524 0.295193 0.404509 0.506094 0.107249 0.152994 0.122943 0.083619 0.0634452 0.281773 21.6572 21.4762 0.403029 21.0732 0.936419 20.1368 19.9326 19.7545 0.878968 18.8755
internal_count=4633 1562 68 3071 178 2893 2864 108 78 2756 2707 121 58 49 45 134 121 116 115 51 2586 2557 43 2514 63 2451 2413 2398 168 2230
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 0 3 3 3 1 1 0 0 0 3 0 0 2 3 4 2 4 2 0 0 2 3 1 1 0
split_gain=0.004017 0.026356 0.0124434 0.0128842 0.015747 0.016104 0.0161256 0.0118489 0.0141024 0.0165417 0.0107684 0.0111584 0.0134115 0.00998767 0.0198311 0.0114045 0.00904999 0.0127607 0.0155768 0.0102458 0.0153036 0.0062248 0.00494952 0.0204561 0.113749 0.0231588 0.0916993 0.0532283 0.0385937 0.0325607
threshold=81.573196594050017 82.140461259550008 0.70681500000000008 -0.61402999999999996 -0.60414999999999985 101.80384402570002 0.095830000000000012 0.095235000000000028 0.090465000000000031 82.788379669050016 83.602982482550019 104.22883325935001 107.30980627685001 107.63242125250001 0.078655000000000017 109.30464220965001 114.09278614000002 -0.088274999999999992 -0.26568999999999993 45.044778924400006 -0.16164499999999998 42.123054668150012 -0.033594999999999993 85.866664228400012 85.683849075550015 -0.017745 0.10787500000000003 62.678712853250012 71.322105742700003 86.393602021950016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 -2 3 -3 -5 -6 7 8 9 -7 -11 -12 21 -14 15 -15 19 18 -18 20 -17 -13 -1 24 -24 26 27 -25 -29 -27
right_child=1 2 -4 4 5 6 -8 -9 -10 10 11 12 13 14 -16 16 17 -19 -20 -21 -22 -23 23 25 -26 29 -28 28 -30 -31
leaf_value=-0.00052143101194302192 -0.1008500678028329 -0.1002080320042915 -0.1003780250197818 0.089095217086397005 -0.085819788590712334 0.070418131121482028 -0.10019366806151203 0.099087783176722205 -0.10046273088762579 -0.10022647056463162 0.076671296971610861 0.032014874630990849 0.099656484926854694 -0.10026386426108505 -0.1001454934561431 0.093121171807837591 0.097904911361864244 0.04216060064836772 -0.10055512318216918 0.083433476425046879 -0.10038298729162626 -0.10019578617049295 0.0027216262942402884 0.070310382769428734 -0.090707349781226632 0.014861883202545638 0.00089965735260557592 0.046332121970993616 -0.014694362303969083 -0.0013898346005640511
leaf_weight=42.488704826498825 0.029639921462684238 0.012043417553186941 0.01250397959296734 0.020876801322401661 0.020701744170150249 0.039519803245639196 0.013657270266582922 0.014512429225305823 0.011821298830609228 0.010276954876644595 0.019395484047095124 0.0044150166543914784 0.010969902042461399 0.0078764698292843605 0.017055539343935777 0.0075401708390927516 0.0050077029882231719 0.026356280524666431 0.018810729793131031 0.03607625243239454 0.0089245679448595183 0.018413769520293499 0.78129811310996444 0.33364318180975283 0.15639699849998578 1.3832917262170639 2.6277701370418072 0.21312298387056217 0.20170565889566205 11.332210594999649
leaf_count=2543 46 42 19 21 20 28 131 6 58 79 31 44 7 24 288 15 2 54 89 33 50 58 253 23 16 42 23 27 17 544
internal_value=-8.36639e-06 -0.010447 -0.00249007 0.00128475 0.00519983 -0.000812116 0.00569052 0.0113179 0.00606447 0.0115245 -0.000653618 0.00500495 -0.00360474 0.00809178 0.000222811 0.0157016 0.0245941 -0.0057806 -0.0588299 0.0536009 -0.0117661 -0.0746267 5.58941e-05 0.00149633 -0.0128613 0.00233297 0.00969515 0.0405748 0.0166587 0.000378154
internal_weight=59.8845 0.366396 0.336756 0.324252 0.312208 0.291331 0.27063 0.256972 0.24246 0.230639 0.191119 0.180842 0.161446 0.138618 0.127648 0.110592 0.102716 0.0501747 0.0238184 0.052541 0.0164647 0.0228288 59.5181 17.0294 0.937695 16.0917 3.37624 0.748472 0.414829 12.7155
internal_count=4633 1145 1099 1080 1038 1017 997 866 860 802 774 695 664 562 555 267 243 145 91 98 65 102 3488 945 269 676 90 67 44 586
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=31
num_cat=0
split_feature=3 0 1 1 1 4 1 0 1 1 2 3 3 4 1 2 3 1 2 4 3 1 3 2 3 0 3 2 3 2
split_gain=0.00457534 0.0241523 0.0158167 0.0193769 0.0133555 0.0147144 0.00544441 0.0253253 0.0165331 0.0353335 0.0151086 0.0211293 0.0227772 0.0138811 0.0248847 0.0152637 0.00462287 0.0133399 0.0079741 0.00645969 0.00602058 0.0457802 0.0843266 0.079081 0.0298381 0.181384 0.0265074 0.0818511 0.0300719 0.0198351
threshold=-0.27651499999999996 89.576736448400013 57.027573863050009 55.855406118200008 69.873026810350026 34.515670600900002 60.87206898960001 82.605564516150011 59.240174904450008 58.309968391300011 -0.27494999999999997 0.10176000000000003 0.087125000000000022 48.914776625700007 55.887667615750004 0.11061500000000003 0.18642000000000006 62.025417527550012 -0.071969999999999992 42.388109226950007 0.083395000000000011 61.93938686740001 0.077990000000000018 -0.064729999999999996 0.083905000000000021 95.988709089550014 0.084805000000000019 -0.016014999999999998 0.085175000000000015 -0.083004999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 7 8 9 10 -2 12 13 14 15 -12 20 -18 -19 -20 21 22 23 -8 25 -22 27 -26 -28 -23
right_child=6 4 -4 -5 5 -7 16 -9 -10 -11 11 -13 -14 -15 -16 -17 17 18 19 -21 24 29 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.048807870908414513 -0.084267122953362916 -0.10163912907453442 0.046607636093607366 -0.1003222974092253 0.04240188341415202 -0.068439044037872029 -0.070357045915070804 -0.10125891066942759 0.079112027193848286 -0.10105506337105588 -0.079156066671454209 0.09205798429407297 -0.10059167472317124 -0.024846458565145543 0.05481137733831401 0.10019757125402125 0.015821411423915049 0.0087713534427961634 -0.010966548878899241 0.0015304002110039967 -0.093721257814732895 -0.0046005684322625792 0.10082399717208884 0.10020600668915053 0.063840385009670195 0.01054343315247902 -0.023029840812183972 -0.0037968482836884983 -0.00040257412675063397 0.0030759065895488041
leaf_weight=0.015269349484163253 0.018753848184132949 0.035654772112593491 0.065264466729235693 0.020290570822950826 0.020877648974153118 0.028092704369910848 0.083675868253657804 0.029342031024043536 0.022159773787734593 0.037668011494488951 0.026393702938363073 0.027173066278919578 0.020950246042957588 0.076208199330721982 0.095184314136531611 0.0057850806042551986 0.7174129511695394 0.77674380931474085 0.68558627779827896 1.042687490099979 0.23525836507587428 4.7407213507417429 0.12778493156656623 0.040263474686072942 0.25978680838750279 0.5737986921816578 0.59676591957672442 0.57476008449479721 37.220991006317604 11.607356680494407
leaf_count=59 12 10 61 31 9 33 52 36 13 40 131 4 19 33 56 1 19 51 52 14 81 1088 9 7 38 21 33 29 1974 617
internal_value=-7.77714e-06 -0.0156906 0.0173717 -0.0362861 -0.0550818 -0.021184 4.09857e-05 -0.0122261 -0.00431634 -0.0103165 0.00232153 0.00877328 -0.00130638 0.00891142 0.0291106 -0.046912 0.000115399 0.00379862 0.00035541 -0.003427 -9.63153e-05 0.00150149 0.0438227 -0.0149472 -0.000768446 -0.0197748 -0.000370612 0.017258 -0.000759633 0.000849833
internal_weight=59.8287 0.18545 0.100824 0.0355599 0.0846251 0.0489704 59.6432 0.359618 0.330276 0.308116 0.270448 0.251695 0.224522 0.203571 0.127363 0.0321788 59.2836 3.22243 2.50502 1.72827 56.0612 16.5998 0.251724 0.123939 39.4614 0.809057 38.6523 0.834547 37.8178 16.3481
internal_count=4633 203 151 90 52 42 4430 345 309 296 256 244 240 221 188 132 4085 136 117 66 3949 1773 68 59 2176 102 2074 67 2007 1705
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 0 2 0 0 3 3 1 3 4 3 4 3 2 4 0 4 2 2 4 4 2 0 3 1
split_gain=0.00376916 0.0216842 0.0168555 0.0794647 0.0446307 0.0275874 0.0243718 0.0183855 0.0189936 0.0299005 0.0167882 0.058562 0.0552683 0.0465736 0.0529919 0.0355497 0.0491556 0.122015 0.0326817 0.0439763 0.0291254 0.038259 0.0662729 0.0661576 0.0501484 0.0764518 0.137471 0.0631772 0.0422961 0.0401368
threshold=-0.092084999999999986 -0.09280999999999999 85.705356740550016 85.307464937250003 85.769879735700016 -0.10771499999999999 71.096275259750016 -0.117885 84.546631286350006 83.933662832600007 0.083395000000000011 0.083905000000000021 61.93938686740001 0.08079500000000002 40.21994457600001 0.092015000000000027 43.384297312450009 0.086955000000000018 -0.082275000000000001 48.553014326500012 101.61296349840002 41.087689990200012 -0.0057149999999999996 -0.086800000000000002 42.498713093000006 43.182896969600009 -0.020814999999999997 85.882794977150013 0.090665000000000009 71.397382570300024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 8 9 -8 12 -12 13 14 -2 16 20 -18 -19 -20 21 22 23 -13 -23 26 27 -26 29 -24
right_child=10 -3 4 -5 -6 -7 7 -9 -10 -11 11 15 -14 -15 -16 -17 17 18 19 -21 -22 24 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10078737515261341 -0.087122098590239644 0.03904899768534624 0.053455225551463814 -0.10139456876700868 0.0010140711901874776 -0.060081736353410881 0.0093019414801812812 0.10022354279444463 0.064356214474382986 -0.10164647364332709 -0.031127414459398834 -0.01154630168179473 0.0016659375700644238 0.09563970834003381 0.065113024875649975 0.0011407641187331679 -0.062945931982826706 0.097442313952717685 -0.10029269093069096 0.0868086327852923 0.011313010133480635 0.0039163233140736414 0.047802334188636865 -0.057660007073171142 -0.014905315556366578 0.0029675643443567738 0.0012921445985131551 -0.086675445332395282 -0.023911567304675963 -0.003085951886739921
leaf_weight=0.019130104896216693 0.039534121518954302 0.15072686240011535 0.16403195622842659 0.091361206902547565 15.272815629247466 0.065777493382488283 0.30153058419655032 0.023677676392253488 0.054023236960347276 0.026418727628112038 0.66521592452930534 0.58459456653508823 12.966821248010396 0.11633048289513681 0.054231475211931057 20.793281398929782 0.091881120576375319 0.15958066284656525 0.02220080981561523 0.028934715919604059 0.73086758059384926 2.9783409112221193 0.21784539850000217 0.66504168208371106 0.17029007478777203 1.128969204961322 0.58480689221630677 0.43843370672038873 0.60367707290936323 0.53718389089044649
leaf_count=94 6 34 15 59 1630 21 378 6 11 18 28 17 710 21 127 718 54 8 83 5 170 159 46 62 21 15 25 42 24 26
internal_value=-7.18284e-06 0.00129673 0.000941502 -0.0157657 0.00157131 0.000181715 0.00951355 0.0147152 0.00941476 0.000364231 -0.000490995 -0.0017832 0.00249031 0.0533694 0.000926563 -0.00112674 -0.00639911 0.0332176 0.075149 0.00557742 -0.00778659 -0.00955154 -0.0194665 -0.0360875 -0.00467276 -0.0156873 -0.033333 -0.0665978 -0.00417976 0.0115966
internal_weight=59.7476 16.1695 16.0188 0.581919 15.4368 0.490558 0.42478 0.40565 0.381973 0.327949 43.5781 30.4011 13.1769 0.210096 0.0937656 29.7359 8.94265 0.302597 0.210716 0.0511355 8.64005 7.90918 2.60834 1.24964 5.30084 2.3225 1.19353 0.608724 1.35871 0.755029
internal_count=4633 2266 2232 587 1645 528 507 413 407 396 2367 1503 864 154 133 1475 757 150 96 88 607 437 175 79 262 103 88 63 96 72
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=31
num_cat=0
split_feature=3 2 4 1 2 2 4 1 0 1 1 4 0 3 3 3 3 1 3 4 0 2 0 4 3 3 3 4 2 3
split_gain=0.00423471 0.0224074 0.0115492 0.0238296 0.0137471 0.00613831 0.0169694 0.00450733 0.0222648 0.014821 0.0312911 0.0135332 0.0262632 0.0331925 0.0148577 0.0226033 0.013938 0.0238321 0.0303018 0.00993301 0.012633 0.0040792 0.0198797 0.0202542 0.0489904 0.0603646 0.0377711 0.020445 0.0434629 0.0373558
threshold=-0.27651499999999996 -0.031989999999999998 35.771221912400001 61.944763783650011 -0.23353499999999996 -0.074029999999999999 35.374259656300005 60.87206898960001 82.605564516150011 59.240174904450008 58.309968391300011 41.909642283050012 71.340924949550015 -0.25098999999999999 0.10176000000000003 0.087125000000000022 -0.24212500000000001 55.887667615750004 0.070640000000000022 41.243661560350013 75.994645973400011 -0.14008999999999996 85.216057360850016 39.955516828000007 0.12140000000000002 0.10336500000000003 0.67135500000000015 38.110427674550003 -0.21563499999999999 0.095830000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 -1 8 9 10 11 14 13 -13 15 19 -15 18 -18 20 -2 22 -9 26 25 -25 27 28 -24 -29
right_child=7 -3 3 -5 -6 -7 -8 21 -10 -11 -12 12 -14 16 -16 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=-0.10042785441726741 -0.10024334067880819 -0.10056339799449697 -0.016675341427454266 -0.077447369529883917 0.07136075029259846 0.10048803970390477 0.086321525535061505 0.050928868219213545 -0.10105814463006342 0.076388411531502734 -0.10092239794607707 -0.1008304797059292 -0.083707184273389856 0.10076639278446134 0.1002617624030695 -0.10061246196054244 -0.10081806610395389 0.063643314026032696 0.063525593707205757 0.099106622781914649 0.065401625324243637 -0.00013569725034975541 -0.03555217248299905 0.0035996527544208696 -0.059096869641532816 0.068060016060512082 0.099262439635170188 -0.017463529628246318 0.085810246753924957 -0.1030140942867567
leaf_weight=0.0078678323651821813 0.0079087133299261536 0.026331867133935982 0.0453046148484475 0.040595625561309134 0.029150103950996709 0.014208002015948296 0.012752022070344537 0.084865958275098907 0.02564234883499239 0.021303742139025417 0.033503182282601074 0.023505687571672595 0.040812764005750068 0.02218838594853878 0.025013187318108976 0.014290366962086409 0.029024340984673103 0.046269031940028071 0.018288589120857068 0.018586389615052212 0.011018911463906989 54.55484467816509 0.093201399761740245 3.7935802032479065 0.11884276478667732 0.15106187646209424 0.024995822052005678 0.15294823066018637 0.043180030236983469 0.076603400760561158
leaf_count=51 52 71 37 27 14 1 2 206 36 13 40 20 42 1 4 12 86 7 11 15 6 2779 149 719 23 31 3 85 56 34
internal_value=-7.73408e-06 -0.0154871 -0.000540187 -0.0158133 0.0177921 0.0499129 0.0150643 3.81612e-05 -0.0114879 -0.00411959 -0.0100255 0.00182842 -0.0131615 0.00751087 0.0369703 0.00641074 0.0295082 0.0126128 -0.0372918 0.0471795 -0.00381142 0.000103961 0.00298427 0.00207082 0.00416234 0.00606819 -0.0196694 -0.0277933 0.00287266 -0.0460125
internal_weight=59.6077 0.17621 0.149878 0.11505 0.0744547 0.0348279 0.0206199 59.4315 0.337356 0.311713 0.29041 0.256906 0.180089 0.139276 0.0768176 0.0518044 0.11577 0.093582 0.0473129 0.037514 0.0189276 59.0941 4.53928 4.45441 4.06348 3.94464 0.390929 0.365933 0.136381 0.229552
internal_count=4633 203 132 78 51 54 53 4430 345 309 296 256 167 125 89 85 105 104 97 73 58 4085 1306 1100 773 750 327 324 205 119
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=31
num_cat=0
split_feature=0 4 2 0 4 4 1 1 2 2 3 0 2 3 4 1 1 3 4 0 4 2 0 4 4 4 3 3 0 3
split_gain=0.00364532 0.0394879 0.022094 0.0201974 0.0163033 0.032249 0.0185175 0.0331763 0.0110324 0.0147072 0.0177441 0.023192 0.0102612 0.00969153 0.00791436 0.0268397 0.025782 0.0223528 0.0203633 0.0207647 0.0168493 0.0431702 0.0457216 0.0957585 0.0116648 0.0327297 0.0273563 0.0257118 0.024852 0.0342572
threshold=103.57284947555002 44.749265482150008 -0.088880000000000001 113.32926403090002 40.722669576350008 40.858951393400005 82.299080289250014 82.815264250350012 -0.156745 -0.21563499999999999 0.074735000000000024 104.25302938255003 0.20852500000000004 -0.25215499999999996 44.578137159850009 75.180043159850015 74.257902021100008 -0.24360999999999999 45.044778924400006 85.662341410450011 43.895345911700005 -0.102645 86.162394622750014 43.96654634930001 47.927946529500012 45.205561619650005 1.0000000180025095e-35 -0.249005 96.324766355850002 0.089505000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 4 8 -4 -2 -6 -7 -8 9 -3 -11 -12 13 -9 20 16 18 -17 19 -16 -1 -22 -23 -24 25 -20 -26 -27 -28 -30
right_child=1 2 3 -5 5 6 7 12 -10 10 11 -13 -14 -15 15 17 -18 -19 24 -21 21 22 23 -25 26 27 28 -29 29 -31
leaf_value=5.7987718049837917e-05 -0.090083195110830683 -0.10041975813857749 0.071784707923448848 -0.012841813002323947 0.09670199596094213 -0.10066951670066399 0.09239912880122092 0.086135617235872319 -0.1002634843882543 0.091789561500798866 0.10005048999910336 -0.10013296284795002 0.0053117688541084191 -0.10021355397389903 0.053462398406486089 0.025802568228137819 0.068722705927419719 -0.10169315104958593 -0.0024588236999459148 -0.10056978288228671 0.079188746063689641 0.039664383805647692 0.032277129848913427 -0.10238221593074806 -0.012098712288112235 0.083665148936314965 0.076921852581525271 -0.083281752020466282 -0.10157113160958185 0.07268964552873379
leaf_weight=57.527444668565856 0.052486690425221805 0.012402944497154067 0.090199690504960017 0.041031181837595909 0.018908211788584595 0.038638312831608346 0.020712094788905233 0.0030330930995887675 0.014810358984874483 0.020460933644756096 0.0087220417335629463 0.017200622664233833 0.018608894333283388 0.034944573281745051 0.011085430666087914 0.018704206260963474 0.046283078403064226 0.051929208173163377 0.51497876973897405 0.041575662029572413 0.094926702152427822 0.19234482905598937 0.1189101806958206 0.094997356502517505 0.20797525711702747 0.010316016903374026 0.087937728503675316 0.087243080849500609 0.022542978372939615 0.022581523051485419
leaf_count=2740 491 23 22 72 10 22 5 7 67 17 6 84 9 293 17 8 22 104 11 83 90 42 15 31 89 18 26 168 35 6
internal_value=-7.59717e-06 -0.00961711 0.0207296 0.045325 -0.0427981 -0.024393 -0.0441424 -0.0158869 -0.0231266 -0.00369311 0.0221715 -0.0327785 -0.0555223 -0.0853307 5.61112e-05 -0.00825819 -0.00425359 -0.0679314 -0.00761022 -0.0681452 0.000217036 0.0184732 0.0042862 -0.0275257 -0.00426718 -0.0125199 0.0105555 -0.0656286 0.0459639 -0.0143663
internal_weight=59.5439 0.39216 0.204828 0.131231 0.187332 0.134845 0.115937 0.0772987 0.0735969 0.0587865 0.0463836 0.0259227 0.0565866 0.0379777 59.1518 1.12315 1.05252 0.0706334 1.00624 0.0526611 58.0286 0.501179 0.406252 0.213908 0.953575 0.612538 0.341037 0.0975591 0.133062 0.0451245
internal_count=4633 1128 291 94 837 346 336 314 197 130 107 90 309 300 3505 587 475 112 453 100 2918 178 88 46 353 197 156 186 67 41
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=31
num_cat=0
split_feature=3 2 0 1 2 1 4 0 2 4 1 2 4 1 1 1 0 1 4 0 1 4 2 0 0 0 0 2 2 4
split_gain=0.00367355 0.0204245 0.010748 0.0142763 0.0155768 0.0040347 0.0497622 0.0840465 0.0648751 0.0243015 0.0131687 0.0215714 0.0123114 0.0236803 0.0259583 0.0243049 0.0166457 0.0107142 0.00964922 0.00731013 0.00590877 0.00946086 0.00501742 0.0166321 0.0289797 0.00625031 0.0467837 0.0209916 0.0195214 0.0153626
threshold=-0.27651499999999996 -0.031989999999999998 89.576736448400013 57.027573863050009 -0.23353499999999996 61.821094709650005 39.955516828000007 85.431134011250023 -0.053874999999999999 40.767054867700004 61.076391807500009 -0.23557500000000001 33.96174662340001 68.327163385350005 69.165962322050021 77.443724905700023 102.11570516885001 55.782817748650011 48.914776625700007 69.018097124900009 56.820562587050013 41.835830569250014 0.28423000000000004 100.53758024625002 93.910530954700008 85.619326080400015 85.683849075550015 -0.089569999999999997 -0.14314999999999997 42.123054668150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 9 -2 -8 11 -11 13 -7 -15 -16 -17 19 20 -13 -19 -22 25 24 -24 27 -27 28 29 -14
right_child=5 -3 -4 -5 -6 12 7 -9 -10 10 -12 17 22 14 15 16 -18 18 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10030436597689887 -0.0048176686043548246 -0.10050998064670008 -0.035657966269424878 0.049975032976010643 0.042571783516993075 -0.080317360932677856 -0.10149285788882828 -0.10401678406907588 0.058319723386632466 -0.10069288307750664 0.055030026899607322 0.047175627985112885 -0.10048944695283926 0.1001462516536385 -0.074783696575667288 0.091314915324809065 -0.10015907037195051 0.055624671144960482 -0.016147571133449608 -0.077385236550143982 0.056259152751984856 -0.036097133490134069 -0.0034804607571906898 0.001048270129169245 0.088763189532988229 0.041582074882058791 0.00010613548564651892 -0.0031337313179217244 -0.10065552339643061 0.022385338374102171
leaf_weight=0.016520503026306699 1.0290484764392642 0.023843853725220465 0.054153505999156692 0.058171700785202063 0.014180225000529845 0.055395270398558849 0.023864188318839186 0.12359290163817604 0.19331698252277085 0.021650640067662041 0.042251884224242531 0.00593744553127895 0.01384523495781298 0.021001166198402643 0.041419205030535977 0.020260615938539672 0.005851581011224293 0.05546092745680653 0.062913732217566576 0.022819259617232746 0.020684594433987513 0.02391634154948008 0.072333991661252095 0.56039236884321042 0.064363191348093096 0.27330669506409222 55.121345732563242 1.348907337122333 0.043897838666453026 0.038384464650334849
leaf_count=31 96 71 31 54 16 35 24 15 33 48 7 37 116 6 22 10 160 19 20 64 9 38 26 63 32 41 3277 109 47 76
internal_value=-8.40226e-06 -0.0148248 -0.000540268 0.0208583 -0.0343119 3.32868e-05 -0.00488013 -0.0353493 0.0051675 -0.00498492 0.00402435 -0.00607527 0.000171748 -0.0290388 0.0030465 -0.0271499 0.0484068 0.00460907 0.0145389 -0.0516669 0.0338329 0.00673498 0.000244818 0.00867718 0.039952 0.000141402 0.00031077 -0.00635121 -0.0515004 -0.0101867
internal_weight=59.473 0.16687 0.143026 0.0888724 0.0307007 59.3062 1.62546 0.403092 1.22237 0.279499 0.255635 0.213383 57.6807 0.143928 0.0885326 0.0675314 0.0261122 0.191732 0.162976 0.0287567 0.100062 0.0446009 57.5368 0.69709 0.136697 56.8397 55.3947 1.44503 0.0961275 0.0522297
internal_count=4633 203 132 101 47 4430 410 281 129 266 242 235 4020 233 198 192 170 187 86 101 66 47 3787 121 58 3666 3318 348 239 192
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=31
num_cat=0
split_feature=4 0 0 3 2 1 1 0 1 1 4 3 0 3 3 0 0 0 2 2 0 0 4 1 3 1 0 2 0 2
split_gain=0.00352251 0.0246692 0.0674715 0.0646907 0.030364 0.0291716 0.0560306 0.0400917 0.026762 0.0193876 0.0262967 0.0827592 0.0779161 0.0221635 0.120511 0.0552083 0.148968 0.116577 0.0384534 0.122773 0.103506 0.0633058 0.0545834 0.0369186 0.0363594 0.0644775 0.0314626 0.0213346 0.0210111 0.0205133
threshold=42.081757894750005 86.036037090600004 85.823648898300021 0.10876000000000002 -0.011849999999999999 62.084563606450011 64.294476189700006 85.732241321850012 62.084563606450011 62.009286778800011 42.320906304050006 0.083905000000000021 88.350799540950007 0.08759500000000002 0.087245000000000031 86.264556031700025 86.393602021950016 86.866770652900016 -0.095854999999999996 -0.079369999999999996 97.491557184450016 96.082805124100005 45.458122212500008 72.327589083450007 0.082855000000000026 62.165217350350012 87.525442894850016 -0.15022499999999997 90.321439350550008 -0.022394999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -4 -3 11 -11 -13 14 15 -12 -17 24 21 20 28 22 27 -23 25 -18 -15 -19 -20 -28
right_child=1 9 8 -5 -6 6 -8 -9 -10 10 13 12 -14 26 -16 16 17 18 19 -21 -22 23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00045859323129495588 -0.0051954852299518003 0.0081039668332757719 -0.10286003227176621 -0.10098624162214664 0.070473328494109172 -0.10100420052482416 0.033523642651150945 0.055988409234961192 -0.026902396477252406 -0.10801467663408865 0.068188800406367642 0.063116635551800623 -0.048022889499343656 -0.015957597695966191 0.081622320317539659 -0.10869733830744861 0.10002203866851325 0.025250127459424867 -0.10339552165962107 0.0010706609605351711 0.016024844643067231 -0.10448196166708001 -0.037345663228699949 0.0010962813935036797 0.10264556102757648 -0.10248738987232897 0.0032968730903230716 0.074560581482794874 -0.054116701013130514 -0.014709710018346501
leaf_weight=43.412997443997533 1.0336808260050157 2.4651357598633004 0.10505378851394187 0.067627039007675083 0.057306498387295401 0.07973119473990653 0.050613499753353608 0.11947634012904007 0.083057514682877809 0.095521863835982823 0.11934372237010205 0.11298852208710741 0.14280646852074597 1.8416288306016211 0.19144322911824918 0.12448350526392449 0.036266303155571111 0.13193633951141237 0.19720457610674236 3.3931970677503869 0.15638024084614699 0.03488809535110704 0.070765915950914859 0.65371022469810214 0.14567988645285368 0.027754711838497315 3.2647504443763888 0.26194160476370443 0.15415899322397308 0.78473357044850223
leaf_count=2575 255 41 27 29 111 33 87 9 19 21 8 6 39 42 13 3 56 35 21 206 43 34 126 334 11 3 243 81 28 94
internal_value=-8.89166e-06 -0.00127707 -0.0130712 -0.00555825 -0.000745103 -0.0039249 -0.0487664 0.00114366 -0.0693222 2.99518e-05 -0.00163679 -0.0285904 0.00106912 -0.00081979 0.00362617 0.000915096 -0.000574909 0.00198204 -0.00104925 -0.00579186 -0.0516534 0.014993 0.0435153 -0.00425288 0.0750417 0.0122291 -0.00512088 0.0580432 -0.0817747 -0.000192552
internal_weight=59.4163 16.0033 1.59655 1.40844 1.34081 1.2835 0.130345 1.15316 0.188111 14.4067 11.9416 0.351317 0.255795 11.5903 5.69915 5.50771 5.38837 5.26388 5.05418 3.90094 0.507744 1.15324 0.464644 0.688598 0.209701 0.064021 5.89111 0.393878 0.351364 4.04948
internal_count=4633 2058 570 524 495 384 120 264 46 1488 1447 66 45 1381 1002 989 981 978 908 298 92 610 242 368 70 59 379 116 49 337
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=31
num_cat=0
split_feature=3 3 1 3 4 2 2 2 2 4 2 2 2 4 1 1 0 2 0 3 3 4 0 4 4 1 1 2 3 3
split_gain=0.00378278 0.0278254 0.0736984 0.0214403 0.109548 0.0592465 0.0226584 0.046606 0.0218213 0.0208037 0.0167094 0.0675788 0.055472 0.0265163 0.0311592 0.0228422 0.0247267 0.0205384 0.0265766 0.0161993 0.0558749 0.0178227 0.0150891 0.0264779 0.0120928 0.0399124 0.0609219 0.0263684 0.020581 0.0346575
threshold=1.0000000180025095e-35 -0.067414999999999989 62.009286778800011 0.079025000000000026 41.808689985400001 -0.066979999999999998 -0.040509999999999997 -0.020814999999999997 -0.26416999999999996 35.771221912400001 0.049235000000000008 -0.017745 0.26056000000000007 41.037275035300006 62.907231794400012 68.20618276945001 101.19356403005001 -0.047144999999999999 94.985914206850012 0.077440000000000023 0.078655000000000017 43.813842866750008 93.843319501450011 40.806664626150003 41.404176814550006 62.014663695050011 61.928633034850002 -0.105535 -0.25420999999999999 -0.55393499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 8 -7 -8 -2 -4 11 17 22 -13 -15 -14 -17 24 -19 -6 21 -21 23 -12 25 26 27 -1 29 -26
right_child=3 2 9 -5 19 6 7 -9 -10 -11 12 13 15 14 -16 16 -18 18 -20 20 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.036282093858247551 0.076152155578939965 0.070981876834393914 -0.016106533685556489 -0.00011719260661996108 -0.0074739220154581279 0.097410218421018824 0.099869247127224975 -0.036437086435116804 -0.07906176474870788 -0.10311807497287194 0.10014841338290444 0.08808849109678972 -0.022779650634714672 0.077586749879435077 -0.10176443868403616 0.099022343665851456 -0.025317708382892747 -0.027169455846577668 0.00091540869613600273 0.10025440018248442 -0.0019101383374641155 0.01606168891343952 -0.10110584856411116 -0.10067299984236844 0.025798266136217881 0.0021728448425121414 0.098753917041865091 -0.075526497795801562 -0.0019507717522816556 -0.074259778455815051
leaf_weight=0.046650377373333773 0.012011360701975171 0.044100223224349366 0.038595521418464784 49.551708425611565 1.0901902592942461 0.19953389378497377 0.056545797357102856 0.045085433526184437 0.036834532345919158 0.095394350849545617 0.011465090792626254 0.11844469134119595 0.081311646616086364 0.020514644284552297 0.01835262870747556 0.045313801099837292 0.02471762815445544 0.65852923620889281 0.6899723882033868 0.08227710300388924 0.49593403087436627 0.036208709701753605 0.083112732492928387 0.015362993063962938 0.052833573936823086 2.9926605808249978 0.10839845087008371 0.038500554393976594 2.3780642051415501 0.1004026768547458
leaf_count=112 30 9 15 2986 165 9 10 38 55 54 3 15 16 63 9 10 63 32 20 11 22 96 64 62 27 194 99 6 267 71
internal_value=-9.98626e-06 -0.00208324 -0.0411489 0.000297858 0.0103077 0.0612653 0.0778345 0.0394013 -0.0408942 -0.0780546 -0.0011537 -0.000255069 -0.0259969 0.06457 -0.00710059 0.0132747 0.0551365 -0.00169828 -0.0127996 -0.000155511 0.0128298 0.0745255 -0.0800577 -0.0148512 0.000920015 0.00501917 0.049029 -0.0142716 -0.00423969 -0.0397613
internal_weight=59.269 7.6627 0.17809 51.6063 2.05462 0.350011 0.301165 0.101631 0.0488459 0.13399 7.48461 7.22332 0.261284 0.157312 0.0388673 0.151343 0.0700314 7.06601 1.3485 1.70461 0.61442 0.118486 0.109941 0.0268281 5.71751 3.18621 0.193549 0.0851509 2.5313 0.153236
internal_count=4633 1211 78 3422 436 142 57 48 85 69 1133 915 218 87 72 89 73 828 52 294 129 107 129 65 776 411 217 118 365 98
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=31
num_cat=0
split_feature=2 2 2 4 4 4 0 0 0 2 0 2 2 3 4 4 2 4 2 4 4 0 4 4 1 1 3 2 1 0
split_gain=0.00364771 0.020339 0.0152942 0.0273511 0.0140035 0.0542253 0.0130819 0.0689053 0.0393953 0.0223581 0.0195609 0.0160566 0.0128059 0.0396703 0.0258492 0.0366066 0.0248535 0.265815 0.0560902 0.146723 0.0634898 0.0465409 0.0642156 0.0125569 0.0246884 0.0180702 0.0125522 0.0206328 0.0123281 0.0198978
threshold=-0.092084999999999986 -0.09280999999999999 -0.088465000000000002 41.741384785950011 42.081757894750005 43.276780833950006 85.705356740550016 85.307464937250003 85.769879735700016 -0.10771499999999999 71.096275259750016 -0.124155 -0.086139999999999994 0.10249000000000003 42.431220712750012 41.808689985400001 -0.08158 41.542492784600007 -0.082654999999999992 43.182896969600009 42.720329370750001 90.490812212800009 41.16018805045001 42.123054668150012 61.076391807500009 61.076391807500009 0.090465000000000031 -0.237895 61.998532946250002 86.345209775600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 7 9 -8 10 -1 23 13 14 15 -4 17 21 20 -20 -19 -14 -23 24 -12 -25 27 -27 -10 -30
right_child=2 -3 12 4 5 -7 8 -9 28 -11 11 -13 16 -15 -16 -17 -18 18 19 -21 -22 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.10060034071029873 -0.0015711130072048774 0.038403583677884663 -0.00789417354116532 -0.011572156079933704 -0.076077491480075587 0.00089589088642287324 0.051860546093764781 -0.1012420740869511 -0.0068438321188039608 -0.056462337842675764 0.016244297503690271 0.07396488365569652 -0.10735805070192866 0.026838244053838653 -0.013909618160821839 0.025163068595268536 0.0003497799808506 0.041291800243432202 -0.10305415455712862 0.0036072809197812412 0.00029360417205526239 -0.1008927364955724 0.044958489825667435 0.0021723580112989081 -0.10106155679772791 -0.10109512446164695 0.10046825370849113 0.085563844262922725 0.011434764090769401 0.00042407747814590462
leaf_weight=0.015452456784483815 2.6010584256796174 0.14626928510015602 0.67925487694293429 0.54964609295711842 0.17941977365626371 0.18681374613879598 0.15359493636060406 0.078107694799200544 1.7858162478730708 0.059214849552517879 0.046821496359555681 0.040102803817717358 0.27979269274510077 0.71931600965822884 0.84689355397858879 0.66093918548722286 33.772209885568643 0.51895343588040588 0.16825795657967968 0.55231045323080252 1.3879604670714796 0.065051302945593914 0.056324307273030172 0.18624859338774513 0.029086941573775782 0.010084118952363497 0.037845009937882423 0.014347356591315474 1.9159031800809305 11.44900984506066
leaf_count=94 40 34 28 19 29 21 15 59 45 21 99 10 15 20 40 19 1932 31 69 14 36 49 5 94 131 68 4 7 44 1541
internal_value=-6.45508e-06 0.00128512 -0.000483588 -0.0068041 -0.0216655 -0.0368138 0.000941959 -0.0146982 0.00147062 0.000692752 0.00959941 0.0142707 7.62304e-05 0.00646652 -0.000233582 0.00840856 -0.000428452 -0.00910645 0.00246955 -0.0212989 0.011451 -0.0849243 -0.0332105 0.00689199 -0.0287055 0.0177647 0.0643964 0.00852015 0.000959778 0.00200249
internal_weight=59.1921 15.9679 43.2242 3.51694 0.91588 0.366234 15.8216 0.517311 15.3043 0.439204 0.379989 0.364536 39.7073 2.9064 2.18709 1.34019 36.8009 3.02865 2.62748 0.720568 1.90691 0.401168 0.121376 0.324434 0.0759084 0.248525 0.0622765 0.0244315 15.1507 13.3649
internal_count=4633 2266 2367 109 69 50 2232 587 1645 528 507 413 2258 107 87 47 2151 219 150 83 67 69 54 403 230 173 79 75 1630 1585
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 0 4 4 1 1 0 1 1 0 2 1 4 0 2 4 0 4 1 1 4 4 1 3 3 0
split_gain=0.00362023 0.0244317 0.0109378 0.0112687 0.0141544 0.0191554 0.0189574 0.0177376 0.0167013 0.011702 0.0092887 0.00846865 0.00885328 0.0123005 0.00651733 0.0114677 0.00492314 0.00396538 0.0142724 0.052339 0.0124754 0.00543088 0.0418092 0.0273055 0.0302827 0.0160672 0.0286605 0.010942 0.0144347 0.00800818
threshold=81.573196594050017 82.140461259550008 0.70681500000000008 -0.61402999999999996 -0.160525 104.86330937810001 42.388109226950007 39.198779702000003 89.541786492700012 82.949687156850018 107.30980627685001 90.937096262400004 93.155074220050025 122.90286343345001 -0.047144999999999999 89.541786492700012 49.960114208400007 102.75018128760001 -0.078504999999999991 47.927946529500012 102.21786657775002 45.921757303800007 72.327589083450007 70.311245485600026 47.927946529500012 48.96897326980001 55.855406118200008 0.079470000000000027 -0.24748499999999998 97.139369169350019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 3 -3 8 7 -7 -6 -5 -8 -11 14 -13 -14 15 -12 -9 20 19 -19 21 -1 23 24 27 -26 -27 28 -23 -25
right_child=1 2 -4 4 5 6 9 16 -10 10 11 12 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 29 25 26 -28 -29 -30 -31
leaf_value=6.4879151723494052e-05 -0.10085315685468721 -0.10018836025468032 -0.1003404373254549 0.064247092818972146 0.074944700960352245 -0.10014832887320638 0.079702316654281277 -0.10030628378220285 -0.10011653245235404 -0.10012978754391455 -0.044192803826327454 -0.10029804617726512 0.073014316422227818 -0.10014031094019929 0.059819247598348425 0.064650297073658214 -0.0078245779194050773 -0.10056941111110307 -0.002050150257055192 0.06387531111176882 0.013698753709662205 0.081790996374809855 -0.10152249116234002 0.09882683060892726 0.024168313424324666 0.025271106993680584 -0.073193657856110345 -0.10104894406648648 -0.10025181590970866 0.024440765584682656
leaf_weight=56.942835607712297 0.027427391931769907 0.010478991373663149 0.010933386079846841 0.057350965054070002 0.0081746703058698245 0.014195025765053604 0.027462635945994407 0.036399243540930826 0.0069290350570825323 0.007548840960225788 0.022501170220493805 0.011391343416335076 0.011705594253612617 0.0063162929187186015 0.040228913607279537 0.016988331308084526 0.0068373899082416747 0.057680067331837392 0.60943103784643327 0.029128922764527942 0.6705756885903601 0.0088748304452792581 0.045801558317748459 0.029894280145981611 0.15346690864862467 0.058044639634317718 0.060240846461852016 0.044424669893260216 0.0085539813642360185 0.028055062245357476
leaf_count=2936 46 42 19 86 32 340 11 96 155 37 27 89 35 62 16 20 32 78 71 38 41 12 100 8 42 25 34 23 32 48
internal_value=-9.9179e-06 -0.0105699 -0.00218848 0.00158341 0.0054752 -0.00710636 0.0101136 -0.0601409 0.0465296 0.0209721 0.00714894 0.0145696 -0.031291 0.0123273 0.0314905 0.00263135 -0.0856813 4.81192e-05 -0.00745383 -0.0453897 0.000138095 -2.03823e-05 -0.0111212 -0.000546671 -0.0115528 0.0028211 -0.0248754 -0.0747046 -0.00755479 0.0628142
internal_weight=59.0699 0.322869 0.295442 0.284508 0.274029 0.209749 0.158338 0.0514113 0.06428 0.144143 0.11668 0.109132 0.0294132 0.0180219 0.0797184 0.0394895 0.0432366 58.747 0.69624 0.086809 58.0508 57.3802 0.437357 0.391555 0.333606 0.271752 0.118285 0.0618535 0.0174288 0.0579493
internal_count=4633 1145 1099 1080 1038 797 637 160 241 297 286 249 186 97 63 47 128 3488 187 116 3301 3260 324 224 168 101 59 67 44 56
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=31
num_cat=0
split_feature=2 2 3 2 0 0 0 2 3 3 2 3 0 2 0 2 2 0 2 4 2 2 3 2 4 2 3 3 2 0
split_gain=0.00344684 0.029568 0.0551739 0.0541161 0.0096446 0.115732 0.071469 0.0305669 0.0165145 0.111736 0.0177649 0.0757598 0.0216164 0.0458701 0.0478581 0.0254105 0.0481609 0.0686443 0.0228498 0.0138951 0.0231994 0.0210223 0.0143108 0.0217585 0.0132055 0.0235504 0.0242664 0.0127903 0.0123252 0.0156745
threshold=-0.117885 -0.11051999999999999 0.086555000000000021 -0.105535 86.345209775600011 86.393602021950016 85.799452775150016 -0.13509999999999997 0.084995000000000029 0.086075000000000026 -0.13867499999999996 0.088565000000000019 97.722764583650005 -0.14008999999999996 99.755238930300024 -0.16164499999999998 -0.26416999999999996 89.576736448400013 -0.59614999999999996 46.095286511800005 -0.21563499999999999 -0.16533 -0.067414999999999989 -0.14510999999999999 43.084051236300006 -0.47573499999999996 0.083905000000000021 0.088075000000000028 -0.22386500000000001 76.535026057600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 7 28 19 -10 11 27 15 14 -14 16 17 -13 -19 22 -21 -22 -7 24 25 26 -24 -11 -1 -30
right_child=1 3 -4 -5 5 8 -8 -9 9 10 -12 12 13 -15 -16 -17 -18 18 -20 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.001678372615247803 0.00779943076225859 0.038980513608682099 -0.032510944790467337 -0.00020648908757379668 -0.10785804854428582 0.0031472965864511523 0.05141222248704639 -0.065178969403993189 0.089177753891352948 0.04297473770115539 -0.003499046240198755 -0.064429060917957123 -0.087993124271574782 0.10088476477363227 0.0092806243293597161 0.00036407560561508738 0.078920741596048172 0.066611715253671086 -0.0065720636831377664 -0.10056475441999685 0.096354349269193063 -0.036813660787569584 -0.10086718268047401 -0.0063011364015115217 0.0029421865816157272 -0.10137550269660217 0.087409352698241627 0.096796121671496371 -0.026925617012065917 0.089666464226680342
leaf_weight=0.78470563650290659 0.60631723459817599 0.35498152861303722 0.77172671298279294 48.555791527654733 0.097320984117686637 1.7580876527251801 0.31145872118372608 0.075127527903548819 0.15510933075774946 0.082227019281293834 2.1899331670132574 0.093320841857348458 0.10522496086554145 0.025576303169543735 0.097391136843851811 1.2349453952410838 0.13170169227714723 0.12021462795746618 0.06613315530557895 0.039097633223832418 0.016047061514882444 0.045371808160083904 0.011860546445374154 1.0261889031198737 0.034769387257625795 0.066829851858850375 0.016190168342291145 0.09535993914687424 0.017676655882269188 0.033163795661124595
leaf_count=459 21 35 47 2678 3 166 43 19 43 32 34 11 44 3 127 24 30 20 35 77 11 259 58 151 38 92 4 11 45 13
internal_value=-1.06633e-05 -0.000329089 -0.014775 7.79199e-05 0.0018234 0.00048255 0.0100617 -0.00408054 0.00190516 0.00581354 0.00276533 0.00945049 0.00353647 -0.0253074 -0.0412367 0.00753446 0.0290602 0.00557981 0.0406394 -0.00379594 -0.040351 -0.00202052 -0.00253497 -0.011178 -0.0497785 -0.0690982 0.00780131 0.0718755 0.00141308 0.0491287
internal_weight=59.0199 50.2888 1.37804 48.9108 8.73103 7.5089 1.22213 0.910674 7.41158 4.39714 4.24203 2.0521 1.87451 0.228192 0.202616 1.64632 0.41137 0.279669 0.186348 3.01444 0.100517 0.0614189 2.91393 1.15584 0.12965 0.0948806 0.0280507 0.177587 0.835546 0.0508405
internal_count=4633 2781 68 2713 1852 1273 579 536 1270 414 371 337 294 174 171 120 96 66 55 856 347 270 509 343 192 154 62 43 517 58
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 2 3 0 2 1 4 2 1 4 4 3 1 4 0 1 1 3 2 4 0 3 4 4 4
split_gain=0.00330971 0.0311716 0.0247004 0.066601 0.039773 0.113132 0.0210086 0.0653759 0.0305694 0.0278665 0.0289507 0.150303 0.0201202 0.0280791 0.0404124 0.0118752 0.0271775 0.0323725 0.0202301 0.017765 0.0834304 0.0547306 0.0299133 0.0133211 0.0378933 0.0352814 0.018538 0.0164199 0.111157 0.0324767
threshold=97.886760529650019 98.031937268650012 75.499969677400017 75.629015667650023 76.279622535200005 0.082685000000000022 0.20852500000000004 0.11296500000000002 85.990333302400003 0.13747000000000004 61.944763783650011 41.873095646600007 0.24901000000000004 68.20618276945001 38.238138001450004 40.806664626150003 0.12001500000000002 75.981203682750007 49.407085930050009 101.19356403005001 73.448676123850007 80.538140213850014 -0.067414999999999989 -0.14314999999999997 41.559097512700014 104.22883325935001 0.074735000000000024 41.243661560350013 42.206017975500011 42.431220712750012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 9 8 -8 -1 -11 -12 -10 14 -14 19 17 18 -17 20 -3 22 -22 24 -19 -26 -27 -25 -29 -30
right_child=1 15 3 4 5 -7 7 -9 12 10 11 -13 13 -15 -16 16 -18 23 -20 -21 21 -23 -24 27 25 26 -28 28 29 -31
leaf_value=8.798385384214544e-05 -0.058338089347833001 0.0017364662451998067 0.087704445057030025 -0.007123437964591083 -0.085197444202230757 0.085834252447482787 0.064497899328162342 0.086812388955530714 0.031993498976150968 -0.005147321799516452 -0.10333413224843527 0.045458057231980625 0.014064195332268601 0.01402951870756817 -0.10200809608028379 -0.10040810588175336 0.048309140882745093 -0.10044795866247591 0.042061423894746 0.0011035262561180123 -0.0074161431632638504 -0.0070741714928475394 -0.095053905896567342 0.0098907774734849456 0.076074422850151507 0.020896326700033691 -0.1001667898560321 -0.10231556852440281 0.056479979746184683 -0.0021736821957415425
leaf_weight=49.772593161447027 0.097039770150105009 1.0327759602805602 0.11509770150587151 0.58263929108579759 0.051290627364972252 0.15724342835619609 0.060348508753690022 0.11430106437001086 0.072326141895928231 0.57026342719566869 0.17095441941637546 0.11261117650121832 0.047743780887685716 0.089808274351526052 0.080690345407901987 0.04851825119794817 0.12597582833018339 0.020426782885465733 0.012543494285068846 1.7646249171020911 0.047548507414830854 0.17540095297317748 0.21531891404626458 1.2334742824833713 0.11230493331186153 0.036334368031361919 0.01940287625282977 0.11039532359308202 0.099642393429803522 1.7950367262602283
leaf_count=2535 16 8 9 16 88 45 22 26 18 22 30 21 9 18 44 58 28 54 35 615 23 25 92 41 69 55 171 81 22 337
internal_value=-8.52623e-06 -0.00205862 0.00026536 0.0166299 0.00629021 0.0437676 -2.49169e-05 0.0211287 -0.00026589 -0.000219302 -0.0181321 -0.0442449 -0.0137168 -0.0288653 -0.0588597 -0.00126131 0.00267843 0.00103043 -0.0711416 -0.00566178 -0.0137773 -0.0503352 -0.0792016 0.00231637 0.0281608 0.0437941 -0.0212474 0.000812345 -0.00477249 0.000910952
internal_weight=58.9447 6.94676 51.9979 0.906271 0.791173 0.208534 51.0916 0.465218 0.350917 50.6264 0.853829 0.283566 0.290569 0.218242 0.128434 6.84972 3.61406 3.48808 0.0610617 3.23567 1.47104 0.438268 0.262867 3.42702 0.188469 0.168042 0.0557372 3.23855 2.00507 1.89468
internal_count=4633 1730 2903 158 149 133 2745 137 111 2608 73 51 89 71 53 1714 951 923 93 763 148 140 115 830 349 295 226 481 440 359
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=31
num_cat=0
split_feature=4 4 0 3 0 1 0 3 1 3 3 4 3 2 1 0 4 2 3 2 3 0 2 3 2 4 4 1 1 0
split_gain=0.00363553 0.0216332 0.0642706 0.0496284 0.0284365 0.0142071 0.11944 0.0566075 0.0565134 0.0141423 0.0201968 0.0369556 0.0150805 0.0393558 0.131082 0.126317 0.0514863 0.0466208 0.0951733 0.0776591 0.0505434 0.0790708 0.0983999 0.0598591 0.0328944 0.0972901 0.0405895 0.0263831 0.0254401 0.01666
threshold=41.559097512700014 41.741384785950011 86.420486603250012 0.086075000000000026 89.711159354950013 71.053259929650025 96.082805124100005 -0.089139999999999997 70.74946416085001 -0.25420999999999999 -0.55393499999999996 42.409092016550012 0.08846500000000003 -0.025719999999999996 62.907231794400012 91.109157582800023 42.686561923500008 -0.08725999999999999 0.090235000000000024 -0.083330000000000001 0.092015000000000027 85.823648898300021 -0.160525 0.098085000000000019 -0.033594999999999993 42.081757894750005 42.498713093000006 81.011308844800013 75.28220456885002 86.538778761000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 8 7 -7 -1 10 -3 -12 29 17 16 -16 -15 18 -14 -19 -20 23 28 -22 25 -21 -27 -28 -23 -11
right_child=1 9 3 -5 -6 6 -8 -9 -10 12 11 -13 13 14 15 -17 -18 19 20 24 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0010554267798041342 0.0011314315752208345 0.018527161736363176 -0.059801989527258959 -0.092072804738802846 0.049085338524663819 -0.0071161064110479818 -0.00070793722470040917 -0.10100308572989761 0.027517975790721062 0.0088507974094900518 0.067301641841557291 -0.089141688222582657 -0.092088456955522258 -0.10393155426677435 0.093958158918267753 -0.074116508249382734 -0.014279597957311619 0.026094616833993414 0.0039582104863866395 -0.071385132052243921 0.081324020373995956 -0.031189076043508648 -0.10324317863791098 -0.032005663980277939 0.0038018724157427236 0.029226071858676147 -0.025284095396894364 0.0045843456224105824 0.050298288157895901 7.0995255004557828e-05
leaf_weight=24.380726681021976 0.61538760131066084 0.052817056996346423 0.044774492271244526 0.16212218661132738 0.051652001605475562 0.10062472405843437 11.395592186052179 0.17749998527483413 0.83465528321583704 2.7246548021061043 0.018779319909245529 0.077060772832843849 0.15007922745462554 0.19222992919549042 0.12222593301794404 0.070511099332563276 0.096072493406836657 1.129606870075804 1.0661790964550162 0.25228467342219518 0.086350422181567299 0.10166413163460619 0.21727765485421513 0.10125870883348398 2.5973544229054828 0.2915511693377083 0.68328109534695591 0.52140412174708217 0.06148165335099165 10.451837162413222
leaf_count=1097 44 43 4 24 37 20 1006 108 21 397 11 95 50 39 19 69 23 29 22 20 17 27 53 26 14 37 49 13 34 1185
internal_value=-1.01823e-05 -0.00102952 -0.0164463 -0.0582842 -0.00147519 0.000596074 -0.00228817 -0.067035 0.00193136 -0.000389947 -0.0311246 -0.0584875 -0.000171519 -0.00367469 -0.0313749 0.0324696 -0.0740564 -0.00183926 -0.0158773 0.00273531 -0.00887838 -0.0329723 -0.0591731 0.0201563 -0.00333639 -0.01394 -0.00425398 -0.0123566 -0.000480481 0.0018865
internal_weight=58.829 21.9399 0.873936 0.258549 0.0964265 36.8891 11.6737 0.278125 25.2154 21.066 0.148657 0.0958401 20.9173 7.74081 0.481039 0.192737 0.288302 7.25977 1.78429 5.47548 1.63421 0.568033 0.380423 0.187609 4.34588 1.74852 1.49624 1.20469 0.163146 13.1765
internal_count=4633 2381 109 65 41 2252 1134 128 1118 2272 149 106 2123 541 150 88 62 391 229 162 179 157 114 43 133 119 99 62 61 1582
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=31
num_cat=0
split_feature=4 4 0 0 1 3 4 2 1 3 0 2 2 2 4 1 3 2 1 1 2 1 4 4 2 0 0 2 0 0
split_gain=0.00342462 0.0263204 0.0331836 0.0657066 0.0431732 0.0317743 0.0256692 0.0251467 0.0467638 0.0251374 0.08311 0.0400865 0.0347733 0.0537674 0.0175249 0.0458255 0.0563296 0.0127152 0.0077811 0.0484821 0.0203121 0.0585307 0.0117624 0.0651214 0.0148332 0.0233797 0.0161397 0.0116977 0.0110653 0.0104342
threshold=37.041406607950009 36.558960102350007 89.861713010250014 89.576736448400013 65.571493801650021 0.10336500000000003 36.165040341950011 -0.08158 65.509659264600018 0.091275000000000023 96.631250582750013 -0.0025899999999999999 0.053690000000000009 0.12419000000000002 37.765550062200006 73.007768990450018 0.095830000000000012 -0.011849999999999999 61.821094709650005 61.740440965750004 -0.043559999999999995 61.076391807500009 38.110427674550003 41.243661560350013 -0.23557500000000001 76.535026057600007 82.250688042950017 -0.013285 68.257263473950005 84.226704768850013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -3 11 -11 -4 -13 -14 15 16 17 -2 19 20 22 27 -16 29 26 -26 -25 -22 -29 -24
right_child=14 7 9 -5 -6 -7 -8 -9 -10 10 -12 12 13 -15 18 -17 -18 -19 -20 -21 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.041960929978111162 0.031429438398158017 0.013003548116779791 -0.00076298835446052672 0.094810381024450455 -0.05964726212021712 0.087690550671754436 0.097971744595874724 -0.0021007621538373668 -0.099029504790074774 -0.076762633908722566 -0.0034616370248948072 0.10061035440366978 -0.1026066332751609 0.069532085507779381 0.00041905308772240851 0.00079306086572649987 0.083446602706599413 -0.020572638418073448 7.9781778928886398e-05 -0.068091030290801755 0.039299025925161934 0.079708399732209639 -0.044629939050027163 -0.10052108849402704 -0.00072244816689625007 0.074339760609476654 0.050989488771359406 0.061522303942575657 -0.100718745661634 -0.1018500548208206
leaf_weight=0.057875725155024482 0.089899060483730864 0.058564074966170665 1.1564856505501211 0.10546125401742756 0.080201866570860147 0.059404171828646213 0.016947886701927928 0.15786817264529407 0.10240964188261037 0.18131645942230523 1.0529046691032664 0.077740228321090066 0.028733836249900335 0.049239840891694975 0.85704500231804537 1.0878714022806617 0.17139713547726387 0.098579986297408051 52.52017226319164 0.12037190725095559 0.010342101282731164 0.094412260223180056 0.054998338844598038 0.022469083633730014 0.15609176524577628 0.056520330151101916 0.010232890929984251 0.0048027790097321379 0.033707814376096712 0.075777756683237385
leaf_count=139 33 12 160 11 8 21 29 37 43 34 134 9 17 51 10 68 15 13 3390 12 7 6 27 64 79 23 8 27 126 20
internal_value=-1.49447e-05 -0.00320366 -0.000171813 0.0301855 -0.00159839 0.0330861 -0.0102655 -0.0304592 -0.0582706 -0.00398542 -0.0142301 0.00565048 0.0532832 0.00609778 0.000168173 0.0110259 0.0419587 0.00423085 -0.000122833 -0.00723236 -0.00191002 0.0337302 -0.00605068 -0.0207941 0.00958809 0.0192319 -0.0531114 -0.0551269 -0.0804851 -0.0777859
internal_weight=58.6498 3.18515 2.86631 0.319891 0.21443 0.134228 0.0748236 0.318842 0.160974 2.54642 1.23422 1.3122 0.155714 0.0779737 55.4647 1.44775 0.359876 0.188479 54.0169 1.49677 1.3764 0.143265 1.23314 0.37609 0.245314 0.212612 0.032702 0.0488527 0.0385106 0.130776
internal_count=4633 705 613 208 197 189 168 92 55 405 168 237 77 68 3928 129 61 46 3799 409 397 166 231 221 174 102 72 160 153 47
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=31
num_cat=0
split_feature=4 0 0 3 2 3 2 3 4 2 2 1 3 4 2 2 3 4 2 0 1 3 3 3 4 1 4 1 0 0
split_gain=0.00347305 0.0199567 0.0560196 0.054195 0.0312215 0.0304336 0.0296376 0.0610236 0.0508032 0.0759319 0.0241104 0.0587914 0.0224017 0.0218629 0.0165469 0.0307815 0.0927923 0.0249939 0.0425906 0.0607184 0.0182733 0.0298323 0.102834 0.0811563 0.0366071 0.1081 0.0838622 0.15741 0.107778 0.0392998
threshold=42.081757894750005 86.036037090600004 85.823648898300021 0.10876000000000002 -0.098419999999999994 -0.25420999999999999 -0.083004999999999982 0.08574500000000003 43.968221017800005 -0.124155 -0.082404999999999992 62.036171360100006 0.086375000000000021 44.578137159850009 -0.074029999999999999 -0.031989999999999998 0.08919500000000001 42.283941020600004 -0.078549999999999995 91.886121982450007 62.014663695050011 0.084565000000000015 0.082535000000000011 0.081775000000000028 43.084051236300006 62.245871094250013 43.219899330700009 63.910026677050006 97.32487278035002 92.773313165550022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 -3 8 -8 9 -2 -9 -12 -11 -10 17 16 -16 -7 20 -20 -19 22 23 -22 -23 -26 -27 -28 29 -29
right_child=1 5 4 -5 -6 14 7 10 13 12 11 -13 -14 -15 15 -17 -18 18 19 -21 21 24 -24 -25 25 26 27 28 -30 -31
leaf_value=0.00045162236684991139 0.070808353220292705 -0.070485790018688474 -0.015702109922046903 -0.10082677442033272 -0.1023532522949743 -0.015937486821448587 -0.083226134761330423 0.10124314147108814 0.044445190773046012 -0.031565070721720261 -0.052296231999804904 0.090958090468031383 -0.10168175942831333 -0.0028584444218602107 -0.072357112266818555 -0.0015331890949694075 0.011838680746476099 0.012170052293439133 0.1018434622310101 -0.0087310539217662804 0.0035711941478233158 0.00031228982523004678 0.053978602980555825 -0.10352811359008628 -0.10635132578225058 -0.103153861420569 0.10128086250191604 -0.0090367107927253245 0.065596760557769987 -0.10362168608340057
leaf_weight=42.925258063361262 0.043394248632878885 0.061194034190251823 0.07147151138474328 0.056933044019387924 0.099430714828485978 0.62701795939716198 0.038274810076878718 0.071031972765922546 0.11317192641222462 0.072761486553645005 0.051581472456177835 0.064435821305039553 0.12190961202213657 0.71493416348131866 0.24193488237324334 5.6320071358265826 0.28520729154843139 1.8357001714516599 0.10679045831784861 0.092827799600854632 0.87879701335334892 3.2351886161962899 0.42694288203711039 0.076948967966018245 0.13238557428121556 0.073056819983889909 0.13575385510921478 0.0671800179843558 0.082432740132503568 0.12692150234033761
leaf_count=2575 51 42 11 29 35 42 121 2 29 27 36 17 33 179 26 370 34 21 57 13 513 126 35 63 5 15 5 18 51 52
internal_value=-1.31854e-05 -0.00128908 -0.012179 -0.00534294 -0.0661156 -0.000117174 -0.00113373 0.0318185 -0.00809784 -0.0488103 0.0553594 0.027267 -0.0754745 0.00360624 0.000189158 -0.00369599 -0.0268035 0.00321896 0.00487094 0.0504234 0.00358503 0.000574962 0.0131756 -0.00505158 -0.003947 -0.0262538 -0.00440596 0.013092 -0.0302009 -0.0708851
internal_weight=58.5629 15.6376 1.51933 1.34843 0.170902 14.1183 1.2915 0.225324 1.06617 0.238065 0.187049 0.116017 0.194671 0.828106 14.0571 6.15915 0.527142 7.89794 7.27093 0.199618 7.07131 5.23561 1.38269 0.955746 3.85292 0.617731 0.485345 0.412288 0.276534 0.194102
internal_count=4633 2058 570 524 46 1488 495 176 319 111 55 53 60 208 1446 430 60 1016 974 70 904 883 611 576 272 146 141 126 121 70
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 2 3 0 2 1 4 3 3 3 3 1 0 0 4 1 1 4 3 0 2 2 0 3 2
split_gain=0.00337463 0.0256441 0.0203099 0.0603786 0.0338222 0.099603 0.0176322 0.0588039 0.0260212 0.0239029 0.0280333 0.128649 0.0182449 0.0483546 0.0168113 0.0159902 0.0207886 0.0394888 0.0177671 0.0164378 0.0119179 0.0105046 0.00993242 0.02524 0.0174638 0.0170883 0.0606222 0.0419396 0.0271402 0.0238582
threshold=97.886760529650019 98.031937268650012 75.499969677400017 75.629015667650023 76.279622535200005 0.082685000000000022 0.20852500000000004 0.11296500000000002 85.990333302400003 0.13747000000000004 61.944763783650011 41.873095646600007 0.099855000000000027 0.075320000000000012 -0.24748499999999998 0.078655000000000017 79.328334055150009 102.32271644485002 104.61328277200001 39.955516828000007 85.213368902700012 80.677940036650014 40.806664626150003 0.12001500000000002 99.647700605050019 -0.0309 -0.075639999999999999 99.647700605050019 0.092385000000000023 0.063030000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 9 8 -8 -1 -11 -12 13 -10 20 16 19 -18 -19 -16 -3 -20 25 24 -24 26 27 -17 -29 -27
right_child=1 14 3 4 5 -7 7 -9 12 10 11 -13 -14 -15 15 22 17 18 21 -21 -22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=0.00010769830750925925 -0.054014983748889647 -0.10028801764883187 0.085470609062988034 -0.0064398660710682717 -0.082585437736935385 0.083102524981538334 0.060615754308313577 0.085316686591029547 0.0038430579758448402 -0.0047159811945104296 -0.10298509480735643 0.042016811829843272 0.031738642703955613 -0.10108180132985965 -0.086464366319792013 -0.10141431063947182 0.07646485657661406 -0.10084987071652494 -0.10017022023064376 0.013931046408181467 0.019404739497336343 0.018025716826802589 -0.032533763748373461 0.046665859559588983 0.0016845959476646185 0.029652858219405106 -0.10291336088679598 0.059915320747640256 -0.0097519564841175421 -0.0052336334789460171
leaf_weight=49.402450175375911 0.093837333361077913 0.028746205780477818 0.10764279047725622 0.5844430109973473 0.04834147007466072 0.14543842797911566 0.057463532108328219 0.10478606889773801 0.14440746621949074 0.56705008230500098 0.1521302480250597 0.1023534228461358 0.067625515119289048 0.063120007425368385 0.028712126938388871 0.046227100469266924 0.11684768085569885 0.016046551933527553 0.0080156066652357083 0.037751735959091093 0.011706621217941304 0.12142441594853559 0.15683270686940964 0.12029927762478099 3.0442478494875296 0.21585504423415969 0.077906809606066219 0.062308338516631867 0.54527812040845458 2.1343971627307043
leaf_count=2535 16 68 9 16 88 45 22 26 32 22 30 21 10 47 25 21 20 66 16 53 69 301 36 28 519 63 69 113 131 116
internal_value=-1.4454e-05 -0.00209699 0.000262954 0.0152738 0.0055643 0.041769 4.73715e-07 0.0199912 -0.000588607 -0.000173627 -0.0170909 -0.0446653 -0.0133707 -0.0280701 -0.00137765 -0.000991438 0.020516 0.0331725 -0.00159778 -0.0294394 -0.0656502 0.0107064 -0.0020958 0.00169804 8.11268e-06 -0.00618434 -0.0195294 -0.00959355 -0.00260754 -0.00202954
internal_weight=58.4137 6.86644 51.5473 0.885866 0.778223 0.19378 50.6614 0.437403 0.332617 50.224 0.821534 0.254484 0.275153 0.207527 6.7726 6.73215 0.328798 0.262334 0.145487 0.0664639 0.0404528 0.12944 6.40335 3.32138 3.20108 3.08197 0.73172 0.653814 0.607586 2.35025
internal_count=4633 1730 2903 158 149 133 2745 137 111 2608 73 51 89 79 1714 1577 481 403 383 78 137 317 1096 583 555 513 334 265 244 179
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=31
num_cat=0
split_feature=4 0 4 1 0 1 1 0 3 3 0 2 2 1 3 2 3 2 0 2 4 1 1 2 4 3 1 2 2 1
split_gain=0.0033382 0.016845 0.118501 0.0536383 0.045125 0.0307768 0.0682403 0.0416637 0.0306475 0.0256123 0.0710568 0.0254766 0.14057 0.0793118 0.0443991 0.0908096 0.0586295 0.0880291 0.0351471 0.0564237 0.0335172 0.0309648 0.0302136 0.0271961 0.0217974 0.0217965 0.0163178 0.0202092 0.0176688 0.0162584
threshold=42.081757894750005 86.393602021950016 42.686561923500008 61.923256118600001 86.474255765850003 62.116825104000007 62.186725015400008 85.990333302400003 0.096480000000000024 0.082025000000000028 78.252950803000019 -0.083834999999999993 -0.088274999999999992 62.245871094250013 0.088145000000000015 -0.160525 0.086555000000000021 -0.095854999999999996 96.082805124100005 -0.13006999999999999 43.182896969600009 72.327589083450007 68.20618276945001 -0.080869999999999997 48.109449608500007 0.087795000000000026 62.132955852800002 -0.053874999999999999 -0.029285000000000002 62.046925192600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 8 -7 24 9 10 -4 12 13 -6 16 -16 17 18 19 22 -19 -20 -15 -13 -8 -5 29 -28 -29 -25
right_child=1 4 5 25 11 6 7 -9 -10 -11 -12 23 -14 14 15 -17 -18 20 21 -21 -22 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=0.00044053858786403033 0.030223500726726367 0.023694661629321979 0.006651973264045867 -0.046111771979577838 -0.10325437961640359 -0.10460205819763309 -0.071594042790942253 0.097639439769641415 0.043042061674807952 0.0021133062779781038 -0.10162030236013836 -0.021197369471023682 0.061080382823509263 -0.052335904250868315 0.018652654334866178 -0.10247665867189977 0.05427752883893544 -0.1023975473647987 -0.1036045288034651 0.076475767569462089 -0.019512056015090463 0.0014481852936428577 0.029101120182911805 -0.0017981918922450836 0.044826490524992782 -0.1013432819602626 -0.019753126951785389 0.013528974959817936 -0.0041980706907896971 0.016584104153133116
leaf_weight=42.85526458013333 0.052851076666169283 0.78324550589104447 0.17720445632935655 0.119585870222636 0.076500953669890293 0.088535164262793731 0.046924466720042801 0.038254462298937142 0.16683053258657299 2.4379301667003119 0.092125922840082808 0.78981042537156909 0.41333478096203347 0.073616012551610766 0.13174350705701343 0.11673071504695531 0.22618007179676158 0.10177588286024075 0.029344174490461228 0.17482438309161519 0.093707842636376881 0.64002659540253148 0.1195260484395817 1.1054583888035265 0.02446809085085988 0.1775178454372508 0.74178025831724781 0.63425465114573665 4.9531120329168425 0.8519582413136958
leaf_count=2575 39 21 175 30 9 17 102 5 33 99 58 55 30 35 64 52 39 14 34 77 30 340 128 17 3 59 55 23 350 65
internal_value=-1.40993e-05 -0.0012728 -0.00746473 -0.0626001 0.000484712 -0.0011844 -0.0392997 0.013429 0.00144384 -0.00111959 -0.0303831 -0.00112781 0.00853377 -0.00364092 0.000822122 -0.0382527 0.00747673 -0.0011096 0.0104904 0.0353168 -0.0626652 -0.00315716 -0.00193857 -0.0034668 -0.0316937 -0.0791123 -0.00177686 -0.00424468 -0.00218577 0.00620263
internal_weight=58.3344 15.4792 3.42223 0.349955 12.0569 3.07227 0.198182 0.109647 2.87409 2.70726 0.26933 11.2737 2.19731 1.78398 1.70748 0.248474 1.459 1.23282 1.03734 0.367966 0.195484 0.669371 0.193142 9.07637 0.0713926 0.297104 8.28656 6.32915 5.58737 1.95742
internal_count=4633 2058 620 128 1438 492 127 110 365 332 233 1417 852 822 813 116 697 658 614 240 44 374 163 565 105 89 510 428 373 82
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=31
num_cat=0
split_feature=3 3 2 4 3 4 4 4 4 4 4 2 4 3 4 0 0 0 1 0 0 3 4 3 3 3 3 0 0 2
split_gain=0.0036245 0.0247839 0.0463506 0.0697377 0.0456892 0.0347376 0.0373775 0.0394267 0.0329171 0.0227709 0.0203914 0.0607663 0.0560723 0.0202194 0.102113 0.0263467 0.0434506 0.0193944 0.0405537 0.0158951 0.035616 0.0134204 0.0236569 0.0128102 0.0498185 0.0124762 0.010597 0.0824284 0.0816654 0.00888475
threshold=-1.0000000180025095e-35 -0.10696499999999999 -0.038374999999999999 38.110427674550003 -0.23921499999999998 41.600558339100012 38.751720283100006 37.345948426100009 42.546237522150008 42.783136484500005 39.955516828000007 -0.092614999999999989 42.027798546600003 0.079025000000000026 41.808689985400001 96.741477366050006 101.19356403005001 75.994645973400011 64.730006406800015 87.261973998100004 86.036037090600004 -0.20885999999999996 47.74983977685001 0.077440000000000023 0.078655000000000017 -0.24665999999999999 0.079470000000000027 86.681267041950008 92.773313165550022 -0.088880000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 25 6 7 -6 -7 -10 -3 12 -12 14 15 -2 -17 -11 -19 20 -8 -20 -23 -16 29 -1 27 -15 -29 -25
right_child=13 2 3 -5 5 8 19 -9 9 17 11 -13 -14 26 23 16 -18 18 21 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00025953488496593301 0.076629198031086948 -0.0018592729558177667 -0.00085184814200656026 -0.098684648348991419 0.056802012957155715 -0.083936872727350509 0.085963095026461489 -0.088522166759728516 0.089856507940862751 0.062464996576670963 0.069807278971545136 -0.10278812178476558 -0.10037026586116582 -0.10450462675632488 -0.0060560621258729103 -0.10061782213181099 0.074821090700968707 -0.10148304415011684 0.058335065366465905 0.078254493233161845 -0.10201636354917057 -0.087100224540836532 0.040280099462314735 0.029935005742839332 -0.0011602598149316262 -0.014748754713079543 5.348482480282465e-05 0.10013724846165276 -0.013655294140563405 0.09309020926821665
leaf_weight=4.2038698348646895 0.25370430467183469 1.6157701086409977 0.15018707031929279 0.14151710307594456 0.038831478805869568 0.039349997233443901 0.025283256749389693 0.035954169078650011 0.03458806320122676 0.040660703774594964 0.062820774495776277 0.078475956112015299 0.027987679253470787 0.08516416742733568 1.0862124815911043 0.024135233355082164 0.034009954754026239 0.039899731208038247 0.044875436616166553 0.21503108523995706 0.016760867554694414 0.025429835476700191 0.034171850009670379 0.031758016771789244 0.49808498110013488 0.63793633962674778 48.05337741047277 0.072472742933314294 0.4860123773646734 0.074602723640054935
leaf_count=463 39 82 27 54 59 29 83 20 6 33 24 24 89 13 165 12 91 15 23 30 4 40 32 93 22 74 2795 76 102 14
internal_value=-1.59665e-05 -0.00206632 -0.011358 -0.0483144 0.00148565 0.0277382 0.0491581 -0.0130645 0.000289927 0.0153807 -0.00531879 -0.0383389 0.0173576 0.000287723 0.0101357 0.0627142 0.00199892 0.00145936 -0.0157216 0.0672593 0.0110252 0.0170306 -0.0140684 0.000437333 0.0121062 -0.0017179 -0.000117242 -0.0128633 0.00111118 0.0742328
internal_weight=58.2089 7.5094 2.07676 0.291704 5.43264 0.590836 0.331861 0.0747856 0.258976 0.219626 1.78505 0.169284 0.0908085 50.6995 2.00251 0.311849 0.0581452 0.185038 0.144377 0.257075 0.0420441 0.104477 0.0596017 1.69066 0.604446 4.84181 48.697 0.643649 0.558485 0.106361
internal_count=4633 1211 300 81 911 374 196 79 178 149 219 137 113 3422 436 142 103 143 110 117 87 95 72 294 129 537 2986 191 178 107
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=31
num_cat=0
split_feature=2 0 0 1 4 0 3 2 1 2 1 1 2 4 3 2 2 4 4 0 0 0 2 2 3 0 0 3 1 2
split_gain=0.00371044 0.0201408 0.103667 0.0210823 0.0179183 0.045225 0.0333424 0.0175451 0.0718276 0.0278666 0.0769452 0.184627 0.0339862 0.179083 0.0244063 0.0236257 0.0586645 0.0220522 0.0190321 0.0570713 0.139536 0.0812071 0.0472685 0.0286675 0.0373384 0.062694 0.0422207 0.0381437 0.0269169 0.0260021
threshold=-0.033594999999999993 85.866664228400012 85.683849075550015 62.00390986255001 38.474425342400004 95.050437202000012 0.094595000000000026 -0.051199999999999996 62.068432857650002 -0.063379999999999992 70.663433500700009 61.950140699950005 -0.068964999999999985 41.037275035300006 0.10336500000000003 -0.070854999999999987 -0.072755 39.746231405950006 39.476991512000005 90.60910437050002 94.770837556450019 94.848802842250009 -0.091639999999999985 -0.076544999999999988 0.08729000000000002 87.842680954300008 85.823648898300021 0.10249000000000003 69.999384342500022 -0.102645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 5 6 -5 9 -9 12 11 -11 15 -14 -13 16 18 -10 19 23 28 -22 29 24 25 26 -1 -26 -21 -23
right_child=1 3 -4 4 -6 -7 -8 8 17 10 -12 14 13 -15 -16 -17 -18 -19 -20 20 21 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.029878561791722588 0.0012864531227004599 0.013539411965826382 -0.093076716115479838 0.01530027279376843 -0.00045283573307583507 -0.00060278840607089765 0.064894955317778155 -0.032349739818342937 -0.007235379592071817 -0.012045067575070869 -0.0094960113883446745 0.076503223909787366 -0.1003464672668216 0.017425971660762495 0.040122200459686785 0.018248844337721722 -0.050183226805404879 0.0072917666766892132 0.00064314517456950514 -0.048249675988843194 0.10040811064929085 -0.010156138133620367 -0.10059086438604443 -0.0079937451769608887 0.055695839115293334 -0.060954283227159622 0.08986164318166151 0.0013385990776141499 -0.10330121968045328 0.063850771068047138
leaf_weight=0.051437028810201735 0.7450012901769022 1.4528279772639514 0.13798586196207907 0.38275126527878178 12.578802437148807 1.2667985152762016 0.20989741035737097 0.86097263567307791 2.3066783066078074 0.67712481430498817 1.0977912424598484 0.40907583998705377 0.20161260614828691 0.35904206703060026 0.33573170355521142 0.6873950376754 0.23579605764269373 1.910337981490329 29.355126544632096 0.16972995166725002 0.070407542159955483 0.66725910512887865 0.055606485752974888 0.93028744815545794 0.30960141327088309 0.13297615519695682 0.068881408902143448 0.22141976177226752 0.18630127404890118 0.051111436738354388
leaf_count=166 253 41 16 42 767 191 18 32 33 17 57 30 35 26 20 16 34 40 2203 31 3 297 68 9 46 25 9 32 45 31
internal_value=-1.42496e-05 0.00124021 -0.0134598 0.00205701 0.000901615 0.0100642 0.0328651 -0.000523112 -0.00602841 0.000247579 0.0103921 0.0257466 -0.000509707 -0.0249252 0.060104 -9.73146e-05 -0.000485276 -0.00065448 -0.000122136 -0.00782875 -0.0245514 -0.00241275 -0.0117662 0.00387897 0.0179613 -0.0136305 0.0386718 0.0330305 -0.0770566 -0.00489061
internal_weight=58.1258 16.7741 0.882987 15.8911 14.4382 1.85945 0.592649 41.3517 5.07799 36.2737 2.51972 1.42193 33.754 0.560655 0.744808 33.1933 32.5059 4.21702 32.2701 2.91502 1.20042 0.844385 0.773977 1.7146 0.784316 0.253295 0.120318 0.531021 0.356031 0.718371
internal_count=4633 1328 269 1059 1018 251 60 3305 105 3200 124 67 3076 61 50 3015 2999 73 2965 762 475 399 396 287 278 200 175 78 76 328
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 1 0 2 4 2 2 0 2 0 2 2 4 0 1 4 3 0 0 2 4 0 3 3 1 4
split_gain=0.00318348 0.0176106 0.0786821 0.0229482 0.0637305 0.157252 0.0539751 0.0286949 0.158399 0.0193621 0.0487023 0.0175181 0.0824137 0.0367223 0.0375406 0.033327 0.0230164 0.0170222 0.0440889 0.0177807 0.0414054 0.0334944 0.0298939 0.0176907 0.017465 0.0169089 0.0364189 0.031545 0.0178176 0.0170757
threshold=-0.036264999999999999 -0.051199999999999996 65.130586668250018 -0.063379999999999992 70.663433500700009 61.950140699950005 86.208098410950015 -0.068964999999999985 41.037275035300006 -0.070854999999999987 -0.072755 86.264556031700025 -0.075639999999999999 86.393602021950016 -0.076544999999999988 -0.078504999999999991 41.909642283050012 86.09518316945001 61.93938686740001 42.081757894750005 0.098085000000000019 85.823648898300021 85.732241321850012 -0.086800000000000002 41.529896397300007 102.65877371115 0.086375000000000021 0.085715000000000027 84.232081685100013 43.384297312450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 -5 -7 9 -9 10 11 17 13 -13 15 25 -17 19 -19 24 21 22 -21 -20 -1 29 27 28 -27 -15
right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 -12 12 -14 14 -16 16 -18 18 23 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00064792227501059404 0.0011145888435839738 -0.03222422884329889 0.0005270992543272762 -0.010784535890352125 -0.0085016857666368514 0.092643369073320547 0.03559901063620801 -0.097862063669940186 0.015745734546641084 0.016608838361221821 -0.046225055884458389 -0.017234533705854847 -0.055537029019482875 -0.00056012166354372432 0.023613436622349396 -0.06066896359296773 -0.0045688610070821435 -0.0050537969315324546 0.0088339481376968048 -0.0051550416680902489 -0.082753392019810371 -0.051874213896876069 0.048975444609451614 0.031082298932827143 0.013372990337935195 -0.071550772230823997 -0.10096386977148614 0.097136533157004379 0.0044349389257591987 0.015619401980518824
leaf_weight=6.1673860444398869 17.481870273601203 0.93442907004418785 3.4118322957438636 0.68045654487650542 1.1032610744656208 0.26055297810216871 0.45644995348993689 0.1868261216956445 0.35769545570462924 0.68014262216684684 0.23067107730461245 1.3196416014688939 0.28188445620666058 17.42084233450452 0.6510067474009763 0.15527237634286706 0.13824562482477631 1.0808305604150512 0.62351541349198669 1.0183994469361097 0.073202372651849035 0.13824459701299918 0.11338160932064045 0.83737726602703311 1.3071710082149364 0.049609843333988768 0.05214196674935323 0.025563580919261142 0.081646165543709293 0.67767385837322436
leaf_count=384 1343 41 49 17 57 16 34 35 26 16 34 19 30 801 13 26 14 8 12 327 33 30 11 34 42 118 229 15 382 437
internal_value=-1.3292e-05 -0.000499959 -0.00651431 0.000222756 0.00946515 0.0236495 0.0563285 -0.000463723 -0.0232333 -8.94156e-05 -0.000439474 -0.000111613 -0.00183276 -0.00109687 9.2932e-06 -0.000816816 -0.0342461 0.00304803 0.0102582 0.000969713 -0.00962313 -0.00540801 0.00026774 0.0215866 0.00287332 -0.000280855 -0.0285642 -0.00449159 -0.0242848 4.56982e-05
internal_weight=57.9972 40.5154 4.34626 36.1691 2.50072 1.39746 0.717003 33.6684 0.544522 33.1239 32.4437 32.213 20.8535 20.5716 19.252 18.601 0.293518 11.3595 2.54172 8.81779 1.34323 1.27003 1.13178 1.46089 7.47456 18.3075 0.208962 0.15682 0.131256 18.0985
internal_count=4633 3290 90 3200 124 67 50 3076 61 3015 2999 2965 2084 2054 2035 2022 40 881 54 827 401 368 338 46 426 1982 744 515 500 1238
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=31
num_cat=0
split_feature=4 4 1 3 4 0 1 2 1 1 0 3 2 1 3 0 0 3 1 3 3 4 0 0 3 0 3 3 0 4
split_gain=0.0033893 0.0288821 0.0334809 0.0372724 0.0561269 0.0328985 0.0705775 0.0713888 0.043773 0.0189956 0.0749833 0.0175561 0.0165271 0.0161526 0.0293881 0.0532437 0.0409526 0.0235829 0.015269 0.0146693 0.0433306 0.0390094 0.014661 0.0450879 0.0518344 0.041107 0.028973 0.0575323 0.0221956 0.0141767
threshold=40.542362378300005 40.165165956550005 72.04530097975001 0.11071500000000002 40.371455563000005 86.538778761000017 62.00390986255001 -0.09715 64.630533455950015 61.821094709650005 85.431134011250023 0.11231500000000003 -0.0057149999999999996 61.944763783650011 0.092185000000000031 85.866664228400012 85.732241321850012 -0.08138999999999999 61.546871980350012 -0.25420999999999999 -0.27118499999999995 36.016191615950007 85.823648898300021 85.990333302400003 0.10876000000000002 86.103248543850015 0.10526500000000003 0.097645000000000023 85.732241321850012 40.767054867700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 13 -8 12 10 11 18 -7 14 15 16 17 -1 -2 20 21 -10 26 24 -24 -25 27 28 -11 -27
right_child=9 2 -4 -5 -6 8 7 -9 19 22 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 25 -26 29 -28 -29 -30 -31
leaf_value=0.022438008989410479 0.0022597321166027136 0.056310129940733422 -0.0038672933644920953 0.0031863780011115576 0.013477225628599066 0.027944083691534279 0.0002822987011771142 -0.045056750080565824 0.045979981052747324 -0.0012410213929270296 -0.10333392346100315 -0.10080455947250472 0.0060444999701128521 0.01457439917469556 -3.2615009067878238e-06 -0.10281964262437784 0.10069992810047729 -0.079426482089623357 0.10040881998995399 -0.0010096989770492534 0.077671331044934899 -0.10122085069575715 -0.035438150852404066 0.031872329712826435 -0.0012583952785788729 -0.0067886093293834868 -0.013399745410389102 0.051279182333308637 0.015547586996432184 0.0001542308449617786
leaf_weight=0.042512688889462247 0.24134514523909345 0.40890690368223603 1.6945087168718656 1.7358119266864376 1.2147420652436265 0.78258285601623356 0.58548377707913923 0.85360870677777689 0.036062835581132546 2.1315391567765403 0.088608032462161646 0.015518733497629 0.61575517477467545 0.63055980101256626 2.1387534820241854 0.080773442028657882 0.03118720930069685 0.048834780304771619 0.016964482376351953 10.246971662659922 0.085887778363919476 0.035949993680674197 0.8010353939243966 0.3945359888784904 0.99458868545480072 3.3102262996747092 0.71246531775796018 0.29128120208406461 1.2488570349742074 26.370337184289614
leaf_count=126 326 38 59 21 41 33 39 42 22 325 14 7 11 16 58 11 2 44 2 1053 35 38 52 41 7 72 38 24 24 2012
internal_value=-1.16099e-05 0.0009924 0.00759299 0.0133735 0.0242645 -0.00106491 -0.00843253 -0.0266109 0.0016889 -0.000594782 -0.0233746 0.00249938 0.0183006 0.000367902 -0.00345695 -0.039789 0.00176011 -0.0320192 0.00870567 -0.000543597 0.0297041 -0.0275051 -0.000367054 -0.00111289 -0.0165061 -0.000193846 0.00505486 0.00863586 0.00496138 -0.000620093
internal_weight=57.8862 21.2689 5.05397 3.35946 1.62365 16.2149 4.41171 1.43909 11.8032 36.6173 0.362436 0.273828 1.39834 2.97262 2.34206 0.203308 0.122535 0.0913475 0.25831 10.4049 0.157901 0.0720128 36.2549 31.8707 1.79562 30.0751 4.38414 3.67168 3.3804 29.6806
internal_count=4633 1689 159 100 79 1530 338 81 1192 2944 349 335 44 257 241 183 172 170 328 1148 95 60 2595 2184 59 2125 411 373 349 2084
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=31
num_cat=0
split_feature=4 4 0 3 0 1 4 4 0 0 0 4 2 0 2 3 3 3 3 3 1 1 4 2 2 3 4 2 2 2
split_gain=0.00342343 0.0185966 0.0484274 0.0449686 0.0242583 0.0111276 0.0773929 0.0719654 0.0575033 0.147356 0.0666936 0.099217 0.0542731 0.0519804 0.0424497 0.0926861 0.041553 0.0356127 0.0277334 0.0218483 0.0181124 0.0511998 0.0265507 0.0124819 0.0720896 0.0570591 0.060436 0.0683716 0.0275644 0.0656219
threshold=41.559097512700014 41.741384785950011 86.420486603250012 0.086075000000000026 89.711159354950013 72.209296925700016 42.081757894750005 41.972095654800007 94.300357383600002 95.746747857800017 90.321439350550008 43.321682097200004 -0.087660000000000002 91.109157582800023 -0.022394999999999998 0.087795000000000026 0.10214000000000002 0.087475000000000011 0.084065000000000015 0.077440000000000023 71.658163008950012 71.504920895500007 47.74983977685001 -0.075639999999999999 -0.031989999999999998 0.43380000000000013 42.206017975500011 -0.066979999999999998 -0.087660000000000002 -0.084729999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 7 12 10 -10 14 18 -7 -13 23 17 -17 19 -12 -16 21 22 -11 28 25 26 -25 -28 -3 -30
right_child=1 5 3 -5 -6 6 -8 -9 9 20 11 13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00058021573363604582 -0.00069439299114532668 -0.0032841277578807338 -0.056127811311976472 -0.088926990571964099 0.049612886543973 0.050087699086852636 0.00071788110435115843 0.094644001477470513 -0.094170340675589867 -0.081721887470127708 0.032695719348653146 0.041902858808142929 -0.10099462002338094 -0.073013179730484656 0.068550052645819481 -0.10213968795353245 -0.027507671267359313 0.10102009950934801 0.093046913059644271 -0.10027593343901904 -0.0119984123673998 0.092906601888615062 0.021377419420614302 -0.012688779720157818 0.0051942221976561467 0.00037105874390704909 -0.020407826624494443 -0.10739880223379937 0.042975949577399558 0.0030049031678409557
leaf_weight=36.413474695023993 0.60076852525447222 5.9137830188445539 0.039505509659647942 0.14386064872599036 0.048125713322633601 0.057173502946440635 4.8416203872204129 0.17218267104817642 0.23581239610155158 0.040589400949102128 0.12664399357163425 0.065797548450063914 0.040705337930829866 0.097972110797627465 0.013053808474734363 0.13344881920227181 0.16917882551388175 0.058770947158336639 0.190948690946243 0.018570456097450005 0.51313402035276567 0.068175868393154815 0.064944785809188943 0.3310034862970499 2.1306335282287145 0.50122622400522232 0.15410065057221822 0.21839678546075425 0.45845171919791017 3.9459217467438057
leaf_count=2252 44 460 4 24 37 25 870 24 179 26 20 13 31 56 90 45 33 2 28 35 16 4 43 17 23 2 17 28 21 164
internal_value=-9.65508e-06 -0.00101362 -0.0156681 -0.054528 0.00194335 -0.000420472 0.00362394 0.0557233 -0.00175853 -0.0259664 -0.000221109 0.0363796 -0.0127436 -0.0268435 -0.00147538 -0.033877 -0.0604179 0.0549777 0.0689811 -0.0305882 -0.00255006 0.0253601 -0.0182755 -0.000542687 -0.00586068 -0.0254119 -0.0437817 -0.071411 0.00117636 0.00716549
internal_weight=57.808 21.3945 0.83226 0.231492 0.0876312 20.5622 5.11168 0.270062 15.4506 0.922656 14.5279 0.481362 0.0978788 0.16377 14.0465 0.393023 0.302628 0.0903952 0.317593 0.0316243 0.686844 0.17371 0.105534 13.6535 3.33536 1.20473 0.703501 0.372497 10.3182 4.40437
internal_count=4633 2381 109 65 41 2272 950 80 1322 268 1054 117 56 69 937 205 78 127 48 125 89 73 69 732 87 64 62 45 645 185
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=31
num_cat=0
split_feature=3 3 0 0 2 3 0 2 3 2 3 4 2 1 3 2 2 2 1 2 3 4 1 4 4 0 2 4 0 3
split_gain=0.00368752 0.0229799 0.0548601 0.109443 0.061212 0.0266514 0.0284924 0.0425666 0.021131 0.0236389 0.0752989 0.0281583 0.0225415 0.0218971 0.0148497 0.0142368 0.054717 0.067113 0.023685 0.0211226 0.0170826 0.0140106 0.0807647 0.0560289 0.105758 0.0309607 0.0138774 0.0664137 0.0532685 0.0162504
threshold=0.10249000000000003 0.096480000000000024 86.692020874450009 85.823648898300021 -0.075639999999999999 0.094780000000000017 87.028078140750011 -0.10434500000000001 0.094385000000000011 0.22387500000000005 0.08079500000000002 35.887362732750006 0.63131000000000015 68.20618276945001 0.10336500000000003 -0.13509999999999997 -0.14314999999999997 -0.16164499999999998 63.910026677050006 -0.098419999999999994 0.12140000000000002 39.571921479100006 62.132955852800002 38.171717059500004 35.119813570500007 93.72771580185001 -0.066979999999999998 41.243661560350013 88.350799540950007 0.10214000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 8 -7 -8 9 -1 11 -11 13 -13 -2 16 17 18 -16 -17 -20 22 -21 24 -24 -26 27 -4 -29 -28
right_child=14 2 26 -5 -6 6 7 -9 -10 10 -12 12 -14 -15 15 19 -18 -19 20 21 -22 -23 23 -25 25 -27 29 28 -30 -31
leaf_value=-0.00020125943425145312 -0.010381117540746221 0.041029605108346141 0.0043946813917147363 0.07172452864649069 -0.044055932176052387 -0.0051850005112948749 -0.0036887003894580704 -0.084172311553999249 0.010785481165883685 0.080018668517771716 -0.10103903534960812 -0.077536505194988836 0.04730133075966423 0.001349720108667416 0.063808705269502497 -0.018426834305200694 0.086166937938005186 -0.10162984197589836 0.021367828568199632 0.066009741899583516 -0.055864759808735953 -0.001104164568760871 -0.013390154541933817 -0.042638056145165651 0.088242310944698074 0.019735182307074533 0.018914865290266949 -0.10223688750839842 -0.014073348114289336 -0.0030580420002431032
leaf_weight=36.731457969025968 1.6356488374432299 0.14901920615375275 1.7908966388990983 0.35773329739458859 0.19544774645419272 0.53970924887107874 0.12704887915236895 0.13611746673278158 1.7562207972284785 0.040104990605772772 0.09714396279009474 0.060723339609467075 0.047962474871383165 0.083672519114884381 0.082968502800213173 0.64490410899155826 0.091425758021562831 0.055234381866106297 0.084516772562750475 0.2145438191946617 0.043316493961000901 9.9048531231863404 0.5727889336281502 0.2503751312942768 0.17066743457689881 0.10753510063227623 0.83433730762617109 0.1093047295580617 0.18372155133043577 0.56417722353944555
leaf_count=3407 31 24 97 20 22 19 40 26 35 45 100 15 28 49 24 43 6 16 38 18 22 247 37 37 12 40 71 15 43 6
internal_value=-1.10401e-05 0.000438758 0.00748638 0.0329846 -0.00724724 -0.000305604 -0.0183395 -0.0453172 6.74003e-05 -0.0004405 -0.0271015 0.00379628 -0.0120954 -0.0318246 -0.00143276 -0.00023533 0.0194275 -0.00350807 0.0222018 -0.000827688 -0.00480255 0.000183808 0.00987837 -0.0010559 0.0111782 0.0617619 0.0023449 -0.00282646 -0.0469601 0.0100507
internal_weight=57.6636 43.8048 4.18464 0.7022 0.344467 39.6202 0.802876 0.263166 38.8173 37.0611 0.329607 0.232463 0.192358 0.144396 13.8588 12.2231 0.357462 0.266036 0.210802 11.8657 0.127833 11.2208 1.31591 1.10137 0.850991 0.278203 3.48244 2.08392 0.293026 1.39851
internal_count=4633 4062 298 66 46 3764 85 66 3679 3644 237 137 92 64 571 540 106 100 84 434 60 391 144 126 89 52 232 155 58 77
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=31
num_cat=0
split_feature=2 2 4 1 1 2 3 2 3 3 2 2 0 4 2 2 4 1 3 3 3 2 2 0 4 3 3 1 4 1
split_gain=0.00337276 0.0168738 0.01558 0.0310882 0.0486157 0.00958486 0.0400689 0.0278707 0.0186092 0.0242167 0.0162254 0.0247985 0.0131286 0.0131072 0.00947196 0.0269426 0.0220541 0.025771 0.0202592 0.0197817 0.0195884 0.0193793 0.0182315 0.0170681 0.0135054 0.023531 0.00962529 0.00460566 0.00704473 0.00444534
threshold=-0.63026499999999996 -0.58319500000000002 39.852039223600009 75.629015667650023 78.27445846800002 -0.24275499999999997 0.12140000000000002 -0.54488499999999995 0.096915000000000015 0.08846500000000003 -0.26416999999999996 -0.27494999999999997 91.109157582800023 39.065416244600009 -0.16533 -0.18437499999999998 44.202975721700007 62.084563606450011 -0.15544999999999998 -0.25098999999999999 -0.54009999999999991 -0.23353499999999996 -0.23381499999999997 73.921844754800006 43.321682097200004 0.08376500000000002 -0.225495 78.537927364800012 41.559097512700014 61.546871980350012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -3 9 10 11 12 -9 -12 15 16 17 23 19 20 -18 -20 -21 -7 25 26 -19 -6 -29 -16
right_child=1 5 3 4 27 14 -8 8 -10 -11 13 -13 -14 -15 29 -17 18 24 21 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0073367031571699411 -0.020755407774604492 -0.10064247435792645 0.061465033751294473 -0.1012358166271439 0.10017425058607927 0.072467356259746984 0.078784541213019421 -0.10044952539725867 -0.081625786668999348 0.034496137088795495 0.0096241456014715537 0.083051552420739347 0.046868774668252615 -0.10061911882628838 -0.014061686171146835 0.080128397820161151 0.01927801807430303 0.028374653861254193 -0.0083728521701764754 -0.0085196085899062451 -0.073857479298071044 -0.10098882448508116 0.067714504744389156 -0.10055477272759944 0.091195891261362128 0.099706742094681625 -0.032756983922035236 -0.029343153578985728 0.08384025164732696 -3.0255028099644499e-05
leaf_weight=0.62139941254124309 0.061203051520755447 0.047003910192266574 0.15547495200007688 0.035732952273974661 0.016664955939631909 0.0076593010880259263 0.038198800990357995 0.020323684500908712 0.036743106111334356 0.089141107114684814 0.014451897415111881 0.022682737149807508 0.008612876455355023 0.042499505421568884 0.22671002676413721 0.05383047351472825 0.042331716769695049 0.070492705519200172 0.048992219566269313 0.060713341462474091 0.048403893017395561 0.041927221761227429 0.064909515785984695 0.022303979761463033 0.045182875590398908 0.035357056317678826 0.040584841808068539 0.010395732436904837 0.011675202656967087 55.526748550583619
leaf_count=72 62 124 27 17 5 72 8 29 30 39 20 13 37 108 259 34 14 30 48 33 35 38 11 108 14 17 30 30 31 3238
internal_value=-9.28704e-06 7.0669e-05 0.0240831 0.0360176 -0.0171111 -5.2728e-05 -0.0173199 -0.0303629 -0.0162732 -0.00412795 -0.03584 0.0047658 -0.0566007 -0.072644 4.5248e-05 0.0127289 0.00586855 0.0299163 -0.0114725 0.00517264 -0.0304061 -0.0510824 0.0308707 -0.0563264 0.0434021 0.0286552 0.00603875 0.0604919 0.0305292 -8.7311e-05
internal_weight=57.5684 56.947 0.291147 0.229944 0.0744688 56.6558 0.319658 0.281459 0.234455 0.197712 0.108571 0.0516193 0.0289366 0.0569514 56.3361 0.582689 0.528859 0.221581 0.307278 0.216358 0.0907356 0.0909194 0.125623 0.0299633 0.191617 0.146435 0.111078 0.0387359 0.0220709 55.7535
internal_count=4633 4561 172 110 83 4389 408 400 276 246 207 79 66 128 3981 484 450 271 179 93 49 86 44 180 91 77 60 66 61 3497
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 4 4 4 1 0 4 4 4 4 3 4 2 1 0 0 3 4 3 1 0 3 2 2 4 3
split_gain=0.00317553 0.0182706 0.0321292 0.150649 0.0166324 0.130558 0.218027 0.0153481 0.084814 0.029968 0.0220283 0.0214148 0.0233596 0.0750699 0.0568746 0.0348462 0.0805526 0.0225895 0.0474931 0.0467063 0.108146 0.113726 0.0500381 0.0410958 0.0388709 0.0438322 0.0284797 0.179732 0.0280374 0.0173481
threshold=-0.079369999999999996 -0.077085000000000001 94.75470680765001 62.095317438950012 -0.085550000000000001 41.808689985400001 40.806664626150003 42.527280425250005 62.111448187750007 85.216057360850016 43.847983878700006 42.388109226950007 42.243697547450004 42.027798546600003 0.087795000000000026 41.559097512700014 -0.033594999999999993 63.910026677050006 86.264556031700025 93.501885318850015 0.084565000000000015 39.354247760400007 0.10307000000000002 62.068432857650002 94.047642319350018 0.093325000000000033 -0.051199999999999996 -0.017745 40.250747516500006 0.096715000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 -6 11 9 10 -9 12 13 15 -15 17 -17 18 26 20 -19 22 -22 29 25 -21 28 -28 -3 -20
right_child=1 7 -4 -5 5 -7 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 19 23 24 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00034303843177870696 -0.0048898744404536273 -0.002937808531453577 -0.0046747422737369341 0.091345654522890715 -0.002947816717546195 0.0026724533117860709 -0.098946740014570614 -0.10073737122189577 -0.0026952208889116473 -0.10454347688821058 0.072497917560823327 0.017498870185381106 -0.018893241917411159 0.093484193523263051 0.014951801025477447 -0.056321337085323657 0.0023613895366417091 0.0069975144984627015 -0.005019715148744365 -0.0016143357979741875 -0.056314223516986485 -0.10652935771459066 0.01052995646130578 0.032105323487662478 -0.00042845134820211042 0.073178198557066573 -0.071182129554115722 0.0033379778690530125 0.013623630011250935 0.012943767787262962
leaf_weight=21.788989373420222 0.50720820273272849 2.2346478982362896 0.63120266264089953 0.23946221784171939 0.65188685672003177 3.6160612007626582 0.37134624589805298 0.011877454738459359 4.5878235528096294 0.11297780404561308 0.019214917105818685 0.77570420280328534 0.59835817310270911 0.14766442208201525 0.245601490439185 0.35320514597185593 0.6926001383028495 0.77429095249044511 0.76480114646256048 0.15872425891575304 0.20114403529078118 0.22133601637801803 0.25265776930609718 0.93290034757228557 10.471769382252129 0.15475339011754841 0.38937359894043799 1.9175095402472537 1.8840498559075056 1.8098235824145374
leaf_count=2498 5 27 24 81 60 166 42 46 380 35 39 46 36 26 27 29 83 42 41 33 27 47 22 42 541 19 28 96 18 27
internal_value=-8.63699e-06 0.000676413 0.0119336 0.0259735 -0.000814541 -0.00625125 -0.0377872 0.000154385 -0.00506769 -0.0806173 0.0063211 0.00114355 0.000619412 0.001114 0.0444393 0.000380013 -0.0174578 0.00122154 0.00476434 -0.00165479 -0.018509 -0.0477615 -0.0190982 0.0141233 0.00061025 0.0353082 -0.000344437 -0.0092401 0.00463803 0.00760765
internal_weight=57.519 31.0907 1.37787 0.74667 26.4283 4.63929 1.02323 29.7128 4.73189 0.14407 0.0310924 24.9809 24.2052 23.6069 0.393266 23.2136 1.04581 22.1678 9.93311 12.2347 1.44943 0.675138 0.453802 3.50753 10.7852 0.313478 6.42558 2.30688 4.1187 2.57462
internal_count=4633 1867 110 86 2766 268 102 1757 500 120 85 1257 1211 1175 53 1122 112 1010 279 731 138 96 49 110 593 52 169 124 45 68
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=31
num_cat=0
split_feature=3 3 1 3 4 0 0 2 2 2 4 1 0 2 2 4 0 4 3 3 3 4 1 1 2 2 3 2 1 0
split_gain=0.00365031 0.024458 0.0542267 0.0174319 0.0900731 0.0228745 0.0385266 0.0161549 0.0478323 0.0357259 0.0576138 0.0197119 0.0213842 0.0160649 0.0139512 0.0132113 0.0124265 0.0200361 0.0114694 0.0109413 0.0372765 0.00954194 0.0373915 0.0470688 0.0179894 0.0147272 0.013358 0.0264755 0.0159408 0.0268853
threshold=1.0000000180025095e-35 -0.067414999999999989 62.009286778800011 0.079025000000000026 41.808689985400001 96.741477366050006 101.19356403005001 0.049235000000000008 0.26056000000000007 -0.033594999999999993 41.835830569250014 68.20618276945001 101.19356403005001 0.09450500000000002 -0.047144999999999999 38.396531328800009 93.843319501450011 40.806664626150003 -0.16179999999999997 0.077440000000000023 0.078655000000000017 41.404176814550006 62.014663695050011 61.928633034850002 -0.105535 -0.13734499999999997 -0.225495 -0.087660000000000002 62.084563606450011 71.144667506050013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 -2 -7 9 16 14 15 -10 -13 -4 21 -11 17 -9 -12 -6 -21 22 23 24 25 -1 -23 28 29 -28
right_child=3 2 13 -5 19 6 -8 8 11 10 18 12 -14 -15 -16 -17 -18 -19 -20 20 -22 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.017650417722865318 0.074469769314294096 0.061907340873136166 -0.10267861914112941 -8.3770574867228194e-05 -0.0053100648121512817 -0.10056032985607695 0.07142706366197879 0.1001158546919297 -0.024396916386382816 0.090109387382695805 0.014800890072011522 0.098365233279885708 -0.025195641135089503 -0.019447773527401586 -0.011275424648920434 0.03394034425328471 -0.10101297767224914 -0.10047942999375832 -0.10122471688811095 0.069156622756849834 0.00071475556263292178 -0.0022634852536354642 0.0015145989289116531 0.097983475582569673 -0.063603064254031116 0.10030786929797263 0.075406733106249402 -0.10162195927069123 0.020775427470439471 -0.10041168827687602
leaf_weight=0.023952854126008782 0.23563586626777944 0.037254661762606722 0.07709111913255251 47.99078244128674 1.090145988882355 0.021750618207079242 0.032465945000990537 0.0088651927653699003 0.070882951375097036 0.096170168572599191 0.012129095953585356 0.03842586389509961 0.022040539671763781 0.033168043723785345 1.2378402731847016 0.074170160907371496 0.073922625835090017 0.011359923648787351 0.028631752244834274 0.094489045303475794 0.50426408059141181 2.2765441647643887 2.9386036975231997 0.092276428714967551 0.033146469155326597 0.018964241724461317 0.011743108312215589 0.040868399431928548 0.0727112753988024 0.033532782564634545
leaf_count=109 39 9 52 2986 165 12 91 3 16 8 31 10 63 17 21 41 64 62 38 107 22 173 194 99 6 3 34 21 94 43
internal_value=-1.08288e-05 -0.00208931 -0.0423982 0.000295489 0.0094937 0.0609946 0.00242911 -0.00126538 -0.0276098 -0.000415671 0.0400968 0.0113828 0.0533262 -0.0776412 -0.00167703 0.0656521 -0.0820098 -0.0125533 -0.0666993 0.000654996 0.0115155 0.000466702 0.00414029 0.0499752 -0.00826588 0.0344731 -0.00421985 -0.0322563 -0.00822942 -0.0548101
internal_weight=57.3338 7.3643 0.147514 49.9695 1.97875 0.289852 0.0542166 7.21678 0.225497 6.99128 0.211101 0.131349 0.0604664 0.110259 6.78018 0.17034 0.0941477 0.0202251 0.0407608 1.6889 0.598753 5.54234 3.10694 0.16834 0.0760636 0.0429171 2.4354 0.158856 0.117987 0.0452759
internal_count=4633 1211 78 3422 436 142 103 1133 218 915 118 89 73 69 797 49 129 65 69 294 129 776 411 217 118 112 365 192 171 77
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=31
num_cat=0
split_feature=3 3 0 2 3 0 0 3 0 2 3 4 4 3 1 0 2 2 2 2 4 1 1 0 1 3 0 4 1 3
split_gain=0.00318507 0.0199764 0.0694227 0.0254206 0.0218036 0.0866148 0.0831286 0.0105136 0.0102916 0.0271135 0.0801765 0.134717 0.0128907 0.0187558 0.0158326 0.0797104 0.0297729 0.0674544 0.0493993 0.0415459 0.0453627 0.0244205 0.0446864 0.0123839 0.0134937 0.0101743 0.00987157 0.0261717 0.0113498 0.0169771
threshold=0.10249000000000003 0.098950000000000024 86.420486603250012 -0.066979999999999998 0.10176000000000003 88.350799540950007 91.625341543800019 0.10336500000000003 86.345209775600011 -0.063379999999999992 0.10487000000000003 39.571921479100006 42.620627117000005 0.10526500000000003 68.327163385350005 93.910530954700008 1.0000000180025095e-35 -0.0309 0.11061500000000003 -0.087660000000000002 40.679780036550007 62.020040611300011 62.186725015400008 85.799452775150016 61.928633034850002 0.41817500000000013 84.546631286350006 48.393869453650005 58.309968391300011 0.087125000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 -3 4 5 -4 -7 -2 9 23 -11 -12 13 -10 21 -16 17 19 -18 -17 -21 -15 -23 24 -9 -14 27 28 29 -1
right_child=7 2 3 -5 -6 6 -8 8 12 10 11 -13 25 14 15 16 18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0098063694103095629 -0.0088589594893446044 0.060065399192361181 -0.1023604370505512 0.015848253195649715 0.0026954131749641823 0.088475521286293213 -0.049141143595331976 -0.003626745725837939 0.018734588718053249 0.011970021744479451 0.03388943625436372 -0.10316518261363664 -0.016357996251318934 -0.0051868887492570216 -0.078470156050228404 0.0050323655176392149 -0.10101897700930913 0.060192058415272955 0.027552148088218001 -0.10431734067780173 0.0093769560154957354 0.030159208407398854 0.0020236986623471905 -0.0046407105202844919 0.016887058324583197 0.0026279140290550317 9.8047784616079985e-05 0.01137263469496801 -0.068960325360649069 -0.10036236798179968
leaf_weight=0.058178737078267484 1.6363721077381157 0.24591545860721709 0.10788999870419491 0.78035026737245505 0.52293613448254206 0.078123819665051997 0.10018233056639403 0.60768940228444968 0.74189132884129172 0.32855675878817869 0.10686989035457373 0.21804812740265334 0.62314250183070619 1.5887928144074965 0.14282959988122446 0.60650832472907279 0.069114928775064755 0.19089907559100783 0.052646911498623439 0.080766045540067388 0.062057049661234487 0.80576523393392596 1.8853172374001586 2.8216043176362291 0.67886624232005488 0.5159598783502588 41.345971246391287 0.16191973057084397 0.090703364569048262 0.018415225229091448
leaf_count=269 31 35 12 44 16 9 35 30 30 15 7 50 46 17 15 78 29 7 42 40 6 13 52 33 25 5 3220 69 329 24
internal_value=-9.0431e-06 0.000410377 0.0106206 0.00297079 -0.0094486 -0.0316381 0.0111548 -0.00133494 -0.000319703 -0.00394287 -0.022863 -0.0580861 0.00202254 0.00381185 0.00179332 -0.00833306 0.00109982 0.00712526 -0.0454279 -0.00639399 -0.0549168 0.00464398 0.010448 -0.000933296 0.0071976 -0.00775827 -3.92865e-05 -0.0172869 -0.0450253 -0.0166811
internal_weight=57.2743 43.5106 1.8354 1.58948 0.809132 0.286196 0.178306 13.7637 12.1273 4.76163 0.653475 0.324918 7.36569 6.22659 5.4847 1.20482 1.06199 0.94023 0.121762 0.749331 0.142823 4.27988 2.69108 4.10816 1.28656 1.1391 41.6752 0.329217 0.167297 0.076594
internal_count=4633 4062 151 116 72 56 44 571 540 160 72 57 380 329 299 217 202 131 71 124 46 82 65 88 55 51 3911 691 622 293
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=31
num_cat=0
split_feature=3 3 1 2 3 4 2 2 2 2 2 2 4 1 0 4 4 3 4 1 3 0 3 2 2 1 3 1 3 0
split_gain=0.00298388 0.0210725 0.0482582 0.01617 0.0142812 0.0781966 0.049257 0.0210967 0.0467926 0.0139791 0.0439072 0.0309064 0.0495718 0.0169061 0.0196351 0.012967 0.0121798 0.0704687 0.063469 0.0220468 0.0466563 0.0415068 0.0163574 0.0177218 0.0157446 0.013336 0.0120895 0.0609072 0.038332 0.0276946
threshold=1.0000000180025095e-35 -0.067414999999999989 62.009286778800011 0.09450500000000002 0.079025000000000026 41.808689985400001 -0.066979999999999998 -0.040509999999999997 -1.0000000180025095e-35 0.049235000000000008 0.26056000000000007 -0.033594999999999993 41.835830569250014 68.20618276945001 101.19356403005001 38.396531328800009 38.751720283100006 -0.086715 35.771221912400001 71.658163008950012 -0.098985000000000004 101.11291028615001 -0.16179999999999997 -0.16164499999999998 -0.047144999999999999 68.20618276945001 -0.23921499999999998 61.998532946250002 -0.15544999999999998 90.767723400200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 5 6 -2 -8 -9 11 -11 16 15 -12 -15 -13 17 18 25 24 21 -21 23 -23 26 -1 -18 28 -28 -29
right_child=4 2 3 -5 -6 -7 7 8 -10 10 13 12 -14 14 -16 -17 19 -19 -20 20 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.050996170536275309 -0.046368241869175292 0.060155307391388017 -0.10242436279727628 -0.017563566445025321 -7.6725869529930624e-05 0.00058078594299464754 0.096944630072749352 0.09936981416827162 -0.054702625693850176 -0.081946213789933012 -0.02194609042389755 0.088120112386281521 -0.064569753869491292 0.097947588934108501 -0.022829787716663399 0.031270067075848403 -0.0013592273247140724 -0.00031368503438363186 -0.10300232737275286 0.078405215815343043 -0.00075546446219480344 0.015636881367253923 0.04824712893213997 -0.10048787077182753 -0.017414198312498737 0.060345681119784195 0.024672161833591947 0.094025433323884314 -0.10103632418390783 0.0079568725301462327
leaf_weight=0.015289283736844683 0.03871853198568509 0.035412625055300295 0.069914938277505723 0.033077281151289384 47.890257034338404 1.6876813014292222 0.15483737306203693 0.046369000076083466 0.034287983479423967 0.085262965635757193 0.07043512532254681 0.088875870395669021 0.037910888639497209 0.034906714761746116 0.021908966855072265 0.07313862844567609 3.8902447131096425 1.0262109437477125 0.13545395368925028 0.17524966723800617 0.5559774691662368 0.026862032299959537 0.033476824346251988 0.025729929286654851 0.59205361641943532 0.036293208284835288 0.046461839768197732 0.094190772088495578 0.050754581328003145 0.061990877483935947
leaf_count=78 85 9 52 17 2986 294 9 12 36 129 16 8 69 10 63 41 159 18 109 54 21 27 23 41 10 42 26 34 132 23
internal_value=-1.09323e-05 -0.00189668 -0.0405455 -0.0751702 0.000265849 0.00862817 0.0581569 0.0753423 0.0338723 -0.00115153 -0.0264166 -0.000380774 0.0383688 0.0107903 0.051374 0.0624561 -0.00152573 -0.0106026 -0.0670545 0.000457428 0.0156248 0.0504754 -0.00639427 -0.0411756 -0.00216019 0.0273435 1.93338e-05 0.0211834 -0.0409575 0.0598635
internal_weight=57.1692 7.31708 0.138405 0.102992 49.8522 1.96189 0.274213 0.235494 0.080657 7.17868 0.212514 6.96617 0.199925 0.127251 0.0568157 0.162014 6.76624 1.21325 0.187036 5.55299 0.817296 0.261318 0.0860688 0.052592 4.7357 0.0515825 4.14364 0.253398 0.0972164 0.156182
internal_count=4633 1211 78 69 3422 436 142 57 48 1133 218 915 118 89 73 49 797 247 229 550 166 145 91 68 384 120 374 215 158 57
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=31
num_cat=0
split_feature=0 0 3 2 2 3 0 2 4 1 0 4 3 3 3 3 2 2 4 2 1 4 0 4 4 4 4 0 3 3
split_gain=0.00311305 0.0284494 0.0225144 0.0277072 0.0121741 0.0743288 0.0410464 0.0272314 0.0155259 0.0173443 0.0136347 0.0105218 0.0103804 0.0163268 0.0367796 0.0325537 0.00977431 0.0122185 0.0226255 0.00896239 0.00879562 0.0389759 0.00733603 0.0072961 0.00626211 0.0536621 0.0600836 0.0277615 0.0161452 0.0856701
threshold=85.769879735700016 85.732241321850012 0.10487000000000003 -0.071969999999999992 -0.088039999999999993 0.082535000000000011 85.216057360850016 -0.096559999999999993 42.206017975500011 61.076391807500009 71.096275259750016 42.876019054300009 0.092185000000000031 0.089045000000000027 0.08574500000000003 0.08759500000000002 -0.11963999999999998 -0.23381499999999997 48.823707093150006 -0.55354000000000003 61.987779113750001 44.026978245600006 84.226704768850013 40.890797847750008 43.022303514600004 43.084051236300006 43.157831852650006 86.264556031700025 0.086375000000000021 0.08376500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 8 10 9 -7 -1 -10 13 14 20 -16 17 18 -12 -13 21 23 -14 -6 -2 -26 -27 -28 29 -29
right_child=24 -3 3 -5 12 6 -8 -9 11 -11 16 19 22 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.1008389252138769 -0.00065411816555370418 0.019827275044409426 -0.00062581310344593066 -0.072780947121383374 -0.014260451063771305 0.0078339280459728561 -0.10134609970442715 0.076562823529926147 0.10035876808891749 -0.10089049182594748 -0.078238601016475465 0.10011767819561067 0.0023287877031781105 -0.016194518200821531 0.0022524640913287532 0.095986424256877728 -0.060747524911349521 0.031642713093791706 0.023322240504220743 -0.10014931755715756 0.0068663630745896074 -0.00069497296386119992 0.015463383933698581 -0.093037927503751741 0.052912868708234931 -0.061904228604985539 0.032860544694714722 0.00089609657873216991 0.0070172639878396809 -0.061757482091905638
leaf_weight=0.012240763189724668 45.514621200334673 0.78748466272372741 0.12122766259699347 0.09486140139551924 0.014577497060830558 0.03467376473463446 0.1125015364450519 0.060565443920495232 0.017162338830530643 0.025435863363767908 0.035284555115886129 0.0034511617850512266 0.89843423289028101 0.57896914029467428 0.071464886990611265 0.076943448880740561 0.019516815107636254 0.13965771173944219 0.057979572626209119 0.0063393579175681225 0.56062626956816075 0.50573003727832599 0.80736341947340406 0.060758042084705366 0.20581658843730011 0.14816083679653491 0.28783191717752732 3.0495757643984551 2.5501216149712675 0.23506381441364954
leaf_count=86 2513 18 39 29 13 38 53 13 2 19 80 1 30 32 33 11 14 207 20 66 47 22 26 119 19 35 33 701 242 72
internal_value=-8.78367e-06 0.0023481 -0.000841277 -0.0323014 0.000816947 -0.0134055 -0.0614498 0.0160736 -0.00989604 -0.0381737 0.00223215 0.0531681 0.00290487 -0.002243 0.00401814 0.0508496 0.00723007 0.012926 -0.0151012 -0.0295551 -0.00206946 -0.010691 0.00854546 -0.0777944 -0.000240126 0.00266924 0.00102016 0.00254287 0.00104728 -0.00358768
internal_weight=57.0944 5.10325 4.31576 0.216089 4.09968 0.524809 0.199564 0.325245 0.0870625 0.0601096 0.264679 0.0269529 3.57487 1.86907 1.2901 0.148408 0.252439 0.232922 0.0932641 0.00979052 1.14169 0.581066 1.7058 0.0753355 51.9912 6.47657 6.27075 6.12259 5.83476 3.28464
internal_count=4633 1018 1000 68 932 599 179 420 126 57 407 69 333 277 245 44 321 307 100 67 201 154 56 132 3615 1102 1083 1048 1015 773
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=31
num_cat=0
split_feature=3 3 0 0 0 3 0 2 3 2 3 3 1 0 2 2 1 0 0 1 2 0 2 3 2 2 1 2 2 2
split_gain=0.00323752 0.0170955 0.0467368 0.100803 0.0553471 0.0211283 0.0257359 0.0375733 0.0168315 0.0203163 0.0480449 0.0170528 0.011574 0.0626415 0.0130189 0.0613599 0.0413185 0.0198796 0.0501483 0.0216367 0.0179903 0.0168117 0.0106685 0.0244716 0.0123127 0.0103162 0.0277479 0.0260142 0.0336231 0.0141715
threshold=0.10249000000000003 0.096480000000000024 86.692020874450009 85.823648898300021 85.562868459650019 0.094780000000000017 87.028078140750011 -0.10434500000000001 0.094385000000000011 0.25783500000000009 -0.11223 -0.245505 61.917879202350001 87.028078140750011 -0.082275000000000001 -0.036264999999999999 61.076391807500009 85.431134011250023 84.546631286350006 58.309968391300011 -0.013285 76.535026057600007 -0.23265499999999997 -0.25098999999999999 -0.23353499999999996 -0.25224999999999992 62.068432857650002 -0.63026499999999996 -0.58319500000000002 -0.14704500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 8 -7 -8 9 12 11 -11 13 14 17 -16 20 18 19 21 -17 22 23 24 -1 26 -14 -28 -29 -27
right_child=-2 2 -4 -5 -6 6 7 -9 -10 10 -12 -13 25 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=-0.10050434412183085 -0.0013505672376468683 0.039114996383197903 0.0018913434388108175 0.07034892399505259 -0.043766144899461831 -0.0041370414105143171 -0.0036138206137767723 -0.081018805362778099 0.0097112983051454368 -0.026664217522179862 -0.077751091099886788 0.057463749590423212 0.0022850521197038134 -0.088080218147414263 -0.084609400409149632 0.098567237224473137 0.091370176907942358 -0.0066343087678132134 0.083282800617780317 -0.10049168252892698 -0.078666236199058145 0.068043638842513562 -0.061089814583068607 0.03540298224298271 0.012923875518529443 0.016790307391373879 -0.1038673342460579 0.0099591163075010078 -0.070379890300381359 0.00022467785380539978
leaf_weight=0.025908796708289827 13.674053810905106 0.14150602555491687 3.4223398713127082 0.32695946446619928 0.18710995255969465 0.54323517636658092 0.12368155451883922 0.12721090100909027 1.7422532747959838 0.044168962842491055 0.10769680839824403 0.053013252759399165 0.52024038177977061 0.092931346152908989 0.094705577059357893 0.0069972618466636041 0.049839963552585687 1.0945042328814905 0.093393538700183854 0.021185431069367766 0.031555149019125817 0.035579195908212569 0.030581034306323085 0.084927867561203629 0.015175321139395015 0.52449340528660471 0.048280482734455177 0.1282548222743749 0.087725316542194065 33.5402762735851
leaf_count=51 571 30 232 20 16 19 40 26 35 31 120 38 33 15 14 5 11 20 14 71 151 14 70 74 3 660 40 122 188 1899
internal_value=-8.98363e-06 0.000414239 0.00657689 0.0310371 -0.00807652 -0.000225745 -0.0163712 -0.0428607 0.00010751 -0.000348019 -0.0317501 0.0192279 -0.000171883 -0.00828582 -0.00360542 -0.0286826 0.0312387 -0.000328661 0.0221702 -0.00458073 -0.0464984 0.00599267 -0.00810581 0.00475254 -0.0586071 0.000218638 -0.0111189 -0.0375068 -0.0226724 0.000479738
internal_weight=57.0198 43.3457 4.07792 0.655575 0.328616 39.2678 0.794128 0.250892 38.4737 36.7314 0.204879 0.0971822 36.5266 1.67728 1.58435 0.183098 0.0883924 1.40126 0.306751 0.213358 0.0385524 0.192172 0.156593 0.126012 0.0410841 34.8493 0.784501 0.264261 0.21598 34.0648
internal_count=4633 4062 298 66 46 3764 85 66 3679 3644 189 69 3455 513 498 181 167 317 297 283 156 212 198 128 54 2942 383 350 310 2559
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=31
num_cat=0
split_feature=4 4 2 4 4 2 1 0 0 0 0 3 3 0 1 1 3 0 3 2 4 3 1 2 2 2 0 2 4 4
split_gain=0.00284121 0.0231529 0.027375 0.0493617 0.0225144 0.0277507 0.0176668 0.0577848 0.0119711 0.118459 0.0172379 0.013433 0.0391061 0.0374663 0.0130938 0.013917 0.0141965 0.0124788 0.0110913 0.0499742 0.0656058 0.0247246 0.0214788 0.0259061 0.195452 0.0738877 0.0379536 0.0210661 0.0199741 0.0854029
threshold=40.518963363600001 40.165165956550005 -0.054875 40.250747516500006 40.003678352300007 -0.074029999999999999 61.821094709650005 85.431134011250023 85.823648898300021 85.662341410450011 85.968825637350008 0.10249000000000003 0.099855000000000027 85.121961326250016 61.546871980350012 60.87206898960001 -0.10696499999999999 75.994645973400011 0.091705000000000023 0.075080000000000022 35.374259656300005 -0.10212 65.571493801650021 -0.072755 -0.094409999999999994 -0.102645 94.354126546200021 -0.045684999999999996 38.911218973650008 38.474425342400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 8 -6 7 -2 9 11 -10 12 13 14 15 16 17 -1 19 28 -21 -22 27 24 25 -24 -25 -20 29 -12
right_child=6 2 -4 -5 5 -7 -8 -9 10 -11 18 -13 -14 -15 -16 -17 -18 -19 22 20 21 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.10011183451202631 -0.0010776857930586759 -0.004055568144925966 0.0018762042911150128 0.033870238249403564 -0.0013152456811662764 -0.026127318986304167 -0.00032832868715084357 -0.10262686290362438 0.036279552173381392 -0.098674536002761534 -0.0011349016063846341 -0.0028570116865405345 0.096676347466777446 0.093031782241526306 -0.10076193314250492 0.054574794877429625 -0.10058944669299721 0.087801529131785655 0.02572246526609558 0.06723528333449387 -0.012534181979386438 -0.092288577294436111 -0.0031425897582115659 0.038663834105908512 -0.093666946218529973 0.075031659758345512 0.0018445823724721937 0.0013964145183182695 0.0052379458713968652 -0.066827982300007638
leaf_weight=0.0053745684749164626 0.2498555983470031 0.57128578582418732 2.9557083440773217 0.8594801203564657 1.1449700114386017 0.7434501669255259 36.300735867597261 0.072235398316252031 0.14219227572902937 0.13090267030202074 2.767363341964455 1.4982446443755177 0.054345220196410082 0.028028863504573565 0.025253232599855124 0.019396531134589168 0.022396772173396973 0.01031878445064649 0.81369554263073951 0.041882297444028604 0.053370836125054666 0.14306860712443381 0.79860777816890938 0.3178064447129153 0.23266497696239408 0.14247515407319078 2.3512180659405799 0.6328756380826237 3.5962649893040606 0.21313562439131306
leaf_count=65 336 21 72 46 26 63 2613 15 10 9 368 35 8 11 83 8 53 5 29 54 28 77 141 34 76 19 134 18 141 35
internal_value=-9.09086e-06 0.000939344 0.00737253 0.018727 -0.000832171 -0.0110835 -0.000535216 -0.0238521 0.000546573 -0.00708187 0.00166422 0.000126272 0.0271966 -0.00689147 -0.0407413 -0.014375 -0.0494861 0.0234461 0.00125759 -0.00140918 -0.0463935 -0.07062 0.0046936 0.000783826 -0.0115975 0.00869259 0.00622873 0.0150798 0.000220919 -0.00583262
internal_weight=56.9386 20.3158 4.38647 1.43077 15.9293 1.88842 36.6228 0.322091 14.0409 1.79426 12.2466 1.66336 0.165114 0.110769 0.0827399 0.0574867 0.0380901 0.0156934 12.1044 6.81509 0.238322 0.196439 5.28934 3.84277 1.17375 0.941083 2.66902 1.44657 6.57676 2.9805
internal_count=4633 1669 139 67 1530 89 2964 351 1441 277 1164 268 233 225 214 131 123 70 1154 703 159 105 451 404 236 160 168 47 544 403
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=31
num_cat=0
split_feature=2 2 3 1 2 1 1 2 4 0 1 3 3 0 0 3 0 3 2 4 2 0 3 4 2 2 0 2 0 1
split_gain=0.00307391 0.0115435 0.059113 0.0486637 0.0190164 0.0592627 0.116634 0.0263356 0.143849 0.021324 0.0151506 0.0487982 0.0398108 0.103308 0.0519586 0.0435892 0.0926315 0.0224714 0.0249849 0.0346835 0.0275953 0.0189626 0.0299891 0.0992079 0.0336085 0.0223011 0.0259702 0.216245 0.0230717 0.11176
threshold=-0.036264999999999999 -0.051199999999999996 0.086255000000000026 75.806453904250006 -0.064729999999999996 70.182199495350019 61.950140699950005 -0.068964999999999985 41.741384785950011 86.780739992750014 75.28220456885002 0.10821500000000002 0.089505000000000015 98.51854819030001 99.403050915200012 0.085235000000000019 97.491557184450016 0.088565000000000019 -0.084729999999999986 41.257948413050009 -0.086139999999999994 86.264556031700025 0.10453000000000003 39.427119987250002 -0.075639999999999999 -0.076544999999999988 94.848802842250009 -0.095854999999999996 90.321439350550008 66.52858489605002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 7 6 -6 10 -9 -8 21 12 13 15 -15 16 -12 18 20 -20 -16 -1 24 -24 25 26 28 -28 -23 -30
right_child=-2 2 3 -5 5 -7 9 8 -10 -11 11 -13 -14 14 17 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0023410083639545764 0.0011076958320738607 0.0027320782709097792 -0.038350698356024893 -0.00028053000934907568 -0.0084935386552250688 -0.0087511472975564161 0.064651550713794873 -0.092551001807676503 0.036142834878537401 0.031005396832444604 -0.084714085110246806 0.067768536414170452 -0.0082857234251392034 -0.10166550348059036 0.0053129731415527673 0.099010912417366648 0.09586406279142641 0.098606250485086241 0.017742410988472578 -0.1008734633354994 0.099257349260289077 -0.0013758788925350455 -0.00035081019071303858 -0.072568757438636763 -0.021826356367919103 0.017818847884528071 -0.00073100199532886816 -0.10198681168473539 0.070921377741733418 -0.0024997440901531032
leaf_weight=11.256273563462964 17.163490276924882 2.8857914460030534 0.80295074381706377 0.57707781308181438 0.66756330156931587 1.1233121402522526 0.40131732668351106 0.17298208826949135 0.17444232443813235 0.35497812944231555 0.04870406722466103 0.12582536019727086 1.294476631036279 0.047261289324524114 0.73094512076913054 0.1803482057293877 0.068165524034156988 0.025420221998573744 0.047271491173040192 0.051515399726554278 0.032664774190834578 12.813747443034439 0.69577312364424315 0.2617921034234314 0.80949588863587862 0.60910869634244846 1.9089462732347899 0.23711196570275106 0.26204114928259403 0.99283631397668159
leaf_count=889 1343 37 40 13 19 62 28 35 11 30 72 68 222 11 625 11 8 26 23 36 7 321 44 35 38 7 166 92 45 269
internal_value=-1.03398e-05 -0.000494186 -0.00540843 -0.0224311 9.80928e-05 0.00842181 0.0219699 -0.000547379 -0.0279336 0.0488592 -0.000254618 0.0069879 0.00396122 0.0168261 0.00050224 0.0681828 0.0206102 0.00594095 0.00320953 -0.0441134 0.00933161 -0.000898282 -0.00285959 -0.0200947 -0.00192364 -0.000966001 -0.00167166 -0.0119185 -0.000108588 0.0128319
internal_weight=56.8236 39.6601 4.26582 1.38003 35.3943 2.54717 1.42386 32.8471 0.347424 0.756295 32.4997 2.6526 2.52677 1.2323 0.935078 0.297218 0.11687 0.887817 0.862397 0.0987869 0.76361 29.8471 18.5909 0.957565 17.6333 16.8238 16.2147 2.14606 14.0686 1.25488
internal_count=4633 3290 90 53 3200 139 77 3061 46 58 3015 1109 1041 819 728 91 80 717 691 59 632 1906 1017 79 938 900 893 258 635 314
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=31
num_cat=0
split_feature=3 3 1 2 1 4 1 2 3 1 3 2 3 0 2 4 3 3 4 0 3 3 0 1 3 3 1 4 2 3
split_gain=0.00373819 0.0618075 0.0478782 0.0142722 0.0899077 0.014003 0.0561391 0.0952163 0.010096 0.00833688 0.00557377 0.00457995 0.0554265 0.0680073 0.0202266 0.025515 0.100941 0.0142157 0.0184692 0.0233827 0.0131693 0.0154181 0.0153353 0.0333658 0.0204529 0.021365 0.0147258 0.0278774 0.0332662 0.033578
threshold=0.11636500000000001 0.11296500000000002 67.254468591300011 0.0041150000000000015 67.606656606400023 40.21994457600001 62.084563606450011 -0.11534 0.11071500000000002 62.334590212600006 0.25799500000000009 -0.079369999999999996 0.10646500000000002 89.576736448400013 -0.077085000000000001 43.067541470150012 0.091290000000000024 0.089835000000000012 43.022303514600004 94.165934477050016 0.10453000000000003 0.10876000000000002 102.21786657775002 80.677940036650014 0.086375000000000021 0.085715000000000027 76.279622535200005 43.067541470150012 -0.092084999999999986 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 5 -5 6 -2 -8 11 10 -7 20 14 -14 15 16 17 18 19 -13 22 -22 26 -24 25 -25 -1 28 29 -28
right_child=3 2 -4 4 -6 9 7 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00025634444112694843 0.0008025164876258894 0.080755837978700673 0.0029517905033359716 0.066773440742272497 -0.009879486540758103 -0.0088605223054151576 0.027443192626180335 -0.10364491351172818 -0.011498260845982322 0.0039585025700929781 -0.0011118699553726006 0.065139214265226078 0.06595889478025567 -0.013724049367163611 -0.00020242338258587243 -0.0049788969415180458 -0.0017911710399832815 0.10250693510236571 0.10204420527169933 -0.026900650150179284 -0.02098491374972852 -0.001498138767693751 -0.10090833016853683 -0.0093579501775153361 -0.10024448845490473 0.096490185999505415 -0.033922880589478475 0.07459374588042092 -0.038895919822341807 0.051493140094931569
leaf_weight=21.694487994549245 0.58727099568932684 0.16866193493842629 0.14893253380409988 0.20870769050998195 0.57344960968837455 1.65674145078674 0.08648632675266299 0.15420445629862445 0.75020504185759662 1.6761283844743955 2.1113843731582165 0.080042744288226997 0.28235306680835393 0.17257307742882944 22.781840541995507 0.51560540235186636 0.54138922528363764 0.099641315639019012 0.057710506021976471 0.042130664660362527 0.67702034747484674 1.0143488700477972 0.047553084630904574 0.10444069769354347 0.019393815090659627 0.023328888763096245 0.063341784568422099 0.07358828087271263 0.10879372264025633 0.16832560581286771
leaf_count=1615 21 16 29 24 53 33 28 45 45 42 22 79 26 28 1506 12 5 2 1 6 50 13 104 432 157 15 40 127 16 41
internal_value=-9.09255e-06 0.00029704 0.0442705 -0.00216309 0.0105743 -0.00375146 -0.0158676 -0.0565416 1.38635e-05 -0.00190884 -0.00451874 0.000191686 0.00115127 0.0357317 0.000499001 0.0124552 0.0234054 0.0722065 0.0554224 0.0333999 -0.000791036 -0.00929829 -0.000145887 -0.0280868 -0.00455592 0.0099684 0.000100197 0.0187815 0.00671808 0.028139
internal_weight=56.6901 49.6357 0.317594 7.05437 0.782157 6.27222 0.827962 0.240691 49.3181 5.44425 3.76813 48.5679 24.5733 0.454926 24.1184 1.33652 0.820914 0.279525 0.179884 0.122173 23.9946 1.69137 22.3033 0.194716 0.147163 0.12777 22.1085 0.414049 0.340461 0.231667
internal_count=4633 4365 45 268 77 191 94 73 4320 97 55 4275 1665 54 1611 105 93 88 86 85 2610 63 2547 708 604 447 1839 224 97 81
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=31
num_cat=0
split_feature=4 3 3 0 0 3 2 4 1 3 2 1 4 1 4 3 0 3 3 0 0 0 3 2 1 4 2 1 2 2
split_gain=0.00329591 0.0166516 0.0281321 0.0157532 0.0432891 0.0305718 0.0274904 0.0464281 0.0464778 0.0417299 0.063758 0.0256301 0.0162499 0.0162061 0.0249152 0.0617158 0.047201 0.0235706 0.0899988 0.0705349 0.103586 0.146231 0.0297029 0.0966482 0.0207649 0.0183432 0.0191648 0.0350406 0.0302592 0.0225562
threshold=42.081757894750005 -0.25587999999999994 -0.55393499999999996 86.036037090600004 85.823648898300021 0.10526500000000003 -0.083004999999999982 43.968221017800005 61.923256118600001 0.08759500000000002 -0.082654999999999992 62.095317438950012 44.578137159850009 62.009286778800011 42.320906304050006 0.083905000000000021 88.350799540950007 0.08759500000000002 0.087245000000000031 86.264556031700025 86.393602021950016 86.866770652900016 0.085345000000000018 -0.11051999999999999 80.13218303615001 48.393869453650005 -0.095854999999999996 63.910026677050006 -0.078504999999999991 -0.096559999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -3 10 -8 -6 -9 -5 15 -15 -17 18 19 -16 -21 -22 25 -24 -19 26 27 -23 -28 -29
right_child=1 3 -4 13 11 -7 9 12 -10 -11 -12 -13 -14 14 17 16 -18 24 -20 20 21 22 23 -25 -26 -27 28 29 -30 -31
leaf_value=0.00045198561161005808 0.017652833831181033 0.018958139240308831 -0.086466812333683252 0.0074612269885789353 -0.10216102527231673 -0.077384056713336397 0.10095927707700668 0.039635783008034373 -0.087511301122407306 0.073893845270069966 -0.087089658474005585 -0.017194537529346073 -0.0032434325056428731 -0.10649101603769479 0.092730261353241222 0.050546360861360856 -0.045672198990309242 -0.0073833874016982675 0.078675053641462961 -0.1058577058952678 0.10185906624120156 0.1003532481450107 0.07105487341234322 -0.076372753183593642 0.012212665547982074 -0.039227280122629209 -0.018731089874704256 0.0052857556874837111 0.0035709844545022138 0.063343538648008152
leaf_weight=41.634872904324638 0.046161299461857652 0.060633557967832763 0.059267826248041611 2.4053227114876554 0.077766795072875428 0.055737890984801086 0.027666756883263588 0.10257992771415303 0.12662942332735838 0.10802016917023138 0.051762449986772374 0.065323953545885161 0.63847846247825935 0.078141348115422171 0.08373763303097792 0.093178478877234738 0.11258821121688811 5.0624612274507399 0.15664761518382864 0.090447250753641018 0.14277531765401352 0.045851235045115568 0.06104532466827095 0.16373530105582279 0.60541175006848202 0.11106952178913321 0.77973582259619467 0.74322570964583667 2.7681496809547825 0.073539573153543869
leaf_count=2575 40 28 89 40 28 34 1 26 66 35 99 18 147 21 6 6 39 251 13 3 67 10 11 61 128 302 54 301 128 6
internal_value=-5.87363e-06 -0.00127698 -0.0408789 -0.00099661 -0.0114491 -0.00510708 -0.00149651 -0.00854988 -0.0530377 0.0334345 -0.0215885 -0.063372 0.00269206 1.54498e-05 -0.00158766 -0.0308328 -0.00210101 -0.00082507 0.00402325 0.00171369 0.000183133 0.00214485 -0.000854656 -0.0363348 -0.00529024 0.000909164 0.00191992 0.0152885 -0.00133045 0.0105131
internal_weight=56.632 14.9971 0.105429 14.8917 1.3146 1.17151 1.11577 0.928321 0.187263 0.187449 0.0794292 0.143091 0.741058 13.5771 11.1717 0.283908 0.205767 10.8878 5.21996 5.06331 4.97957 4.88913 4.74635 0.224781 5.66787 4.52157 4.4105 0.862617 3.54789 0.816765
internal_count=4633 2058 129 1929 482 436 402 267 94 135 100 46 173 1447 1407 66 45 1341 962 949 943 940 873 72 379 801 499 317 182 307
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=31
num_cat=0
split_feature=4 4 1 3 1 3 2 4 2 1 0 0 4 0 0 4 1 4 0 0 4 2 2 2 2 3 3 2 0 4
split_gain=0.00290001 0.0208723 0.0238123 0.0231505 0.0549547 0.0361684 0.0196099 0.0141164 0.0196829 0.0140794 0.0539675 0.0131461 0.0108415 0.0107285 0.0105395 0.0486829 0.0132261 0.0504806 0.0254591 0.015336 0.0134209 0.020021 0.149761 0.0732989 0.0777511 0.0471731 0.0555285 0.043772 0.0780606 0.0441439
threshold=40.518963363600001 40.165165956550005 61.998532946250002 -0.13578999999999999 68.20618276945001 -0.25420999999999999 -0.025719999999999996 40.003678352300007 -0.066979999999999998 61.821094709650005 85.431134011250023 87.028078140750011 41.243661560350013 96.978061681550017 85.823648898300021 38.324118171300007 63.910026677050006 39.896141435400004 88.350799540950007 89.474575039450016 39.896141435400004 -0.070854999999999987 -0.095074999999999993 -0.102645 -0.10771499999999999 0.092185000000000031 0.08729000000000002 -0.11334499999999999 90.189704902150012 35.119813570500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 11 14 -9 10 12 -4 -2 -13 15 -5 17 -16 -18 -20 21 22 23 24 27 26 -24 28 -21 -30
right_child=9 2 6 7 5 -7 -8 8 -10 -11 -12 13 -14 -15 16 -17 18 -19 19 20 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.076273573604473677 -0.068117653470559383 0.022516835973240043 0.0005883801815676523 6.780671373291879e-05 0.045399810467452138 -0.063841723001318129 -0.0070084422535747473 -0.00013927477298693766 -0.021344923965648077 -0.00035486438654507772 -0.10235785743096258 0.024112648342249868 0.0060785009563675213 0.0059178434543514548 0.025180393469504066 -0.049601992747087376 -0.041552258947207536 -0.0035856487658633206 0.030210863928753481 0.088195456700310079 0.014746273544222512 0.0016292426341049265 -0.10091619548361158 0.077834859904477638 -0.084101990431953974 -0.10059491082979095 0.033328193555467372 0.059168970284056668 0.0032140275854802393 -0.047218875744500496
leaf_weight=0.13138161623559241 0.021561878934334366 0.81289771302453928 1.0740949007540628 1.5239654434904082 0.10213491948623776 0.043096197845041928 1.1773415147107611 1.1159433640347911 0.72019279983840157 36.052791017929096 0.065518727838480117 0.68760807032231219 0.22729489573602268 0.61297107279935403 1.0454737974796438 0.22668068273776487 0.14364018314517935 1.4647480994462965 0.17481627233791996 0.085874356424022857 0.60128405183104483 6.8869864681918083 0.052991622135330707 0.12398998579806964 0.10740818761801652 0.20359608461591172 0.073617721530661484 0.13158270181156706 0.57567467891363266 0.24846620893420113
leaf_count=114 34 22 16 157 82 69 38 18 58 2613 15 28 302 35 50 39 10 6 32 13 19 372 34 21 37 80 24 9 83 203
internal_value=-5.40961e-06 0.000956977 0.00707736 -0.000735604 -0.0294107 0.0129832 0.00354395 -0.000224097 -0.00845683 -0.0005386 -0.0216095 0.00877573 -0.000350131 0.0155373 0.000881647 -0.00636364 0.00194572 0.00839502 0.000225287 0.000872896 0.000308768 -0.000713711 -0.0107785 0.00478775 -0.00309482 -0.070789 -0.022859 0.00525854 -0.00253659 -0.0119907
internal_weight=56.5156 20.1485 4.36491 15.7835 0.276613 0.145231 3.55202 15.5069 1.83614 36.3672 0.314376 2.37467 0.248857 1.30058 13.6708 1.75065 11.9202 2.51022 9.40993 9.26629 9.09147 8.49019 1.6032 1.273 1.14901 0.330205 0.126609 1.0416 0.910015 0.824141
internal_count=4633 1669 139 1530 265 151 117 1265 76 2964 351 79 336 63 1189 196 993 56 937 927 895 876 504 366 345 138 58 308 299 286
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 1 4 2 3 3 4 2 2 4 2 3 4 3 4 4 3 3 2 1 0 1 0 2 4
split_gain=0.00305224 0.0155528 0.0825116 0.0567041 0.0770355 0.0603561 0.0534766 0.0239876 0.0292798 0.0421894 0.019287 0.0574749 0.0371574 0.0319729 0.0781524 0.0664217 0.031542 0.0237514 0.0216571 0.0142465 0.0119124 0.0170065 0.0116786 0.0108677 0.0264805 0.017939 0.01397 0.0088281 0.0620554 0.0202914
threshold=-0.031989999999999998 -0.0025899999999999999 62.00390986255001 93.308316333500017 100.35207663525001 102.65877371115 61.928633034850002 42.546237522150008 -0.022394999999999998 0.096095000000000028 0.12376500000000003 38.396531328800009 0.05642500000000001 0.048475000000000011 40.636252116050009 0.022350000000000005 0.10087500000000002 40.148327922700012 -0.144095 40.250747516500006 41.444941515100005 -0.17949499999999999 0.10526500000000003 0.067985000000000018 72.327589083450007 86.135510041400025 80.909147435850016 91.437149474700007 0.13747000000000004 40.467253020850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 7 -5 -6 -2 8 -4 19 13 -12 -13 14 17 -16 18 -3 -17 -10 -7 -22 23 24 25 -15 -26 28 29 -25
right_child=1 10 3 4 5 20 -8 -9 9 -11 11 12 -14 22 15 16 -18 -19 -20 -21 21 -23 -24 27 26 -27 -28 -29 -30 -31
leaf_value=-0.00046757569388853064 0.015131173700109083 -0.02155571877184375 -0.0055584858683861565 0.058351669562852287 -0.10506160195819558 0.098682492319641255 0.090752423234281232 0.0028022650286866537 -0.037438225957876346 -0.083233375086793571 -0.0041839824795808977 0.10066799483399123 0.021854313014357481 0.0039074536782251834 -0.10244728947856846 0.086546721303254082 0.10094203998553584 0.0032324374262057082 -0.10064253346348138 0.032603266164437782 0.10025967562894594 -0.10086621631276319 -0.011378510066156686 0.09502210854938517 -0.0087898122112569227 0.028415592562458319 0.010747114305832507 -0.0019835587558368378 -0.0029332466640799131 0.017692484612666058
leaf_weight=40.507241884540861 0.19469032474231207 0.61543555489907387 0.58665040864548257 0.33184611836622924 0.060162690439028665 0.023606015021869098 0.17994570478458627 1.6861055137677565 0.056804449599213269 0.13929603477299679 0.50647778778778096 0.10262870900260168 0.14340740600709978 0.5183458532952181 0.1614056288865412 0.0086395569261953353 0.02717883326113224 1.03934208659723 0.021716989846611523 0.059414119452412706 0.0075942012481398083 0.0094179477600839778 0.72666601437493739 0.09620315422216652 0.99315071073215211 0.70468733843881637 0.57959900321301083 5.5063080976932524 0.75643776061495771 0.052423804227828441
leaf_count=3320 29 41 17 21 14 25 19 38 9 12 12 11 44 73 57 35 1 13 62 33 1 64 60 11 20 18 50 405 73 45
internal_value=-6.75608e-06 0.00116757 0.00723744 0.00164285 0.035097 -0.0414746 0.0514537 -0.00408169 -0.0178641 -0.0461173 -0.000444391 0.015078 0.0547298 -0.00143366 -0.0134153 -0.0695622 0.0226914 -0.00598663 -0.047368 -0.00163109 0.0527089 -0.0110839 0.000826327 0.00178958 0.00699229 0.0180286 -0.00158995 -0.000479144 0.00867354 0.0677463
internal_weight=56.4028 15.8956 3.33553 2.9609 0.432627 0.100781 0.374636 2.52827 0.842165 0.255515 12.5601 0.752514 0.246036 11.8075 1.87372 0.218941 0.0575354 1.65478 0.0303565 0.116219 0.0406182 0.0170121 9.93382 9.20716 2.79578 1.22303 1.57275 6.41137 0.905065 0.148627
internal_count=4633 1313 282 234 125 104 48 109 71 54 1031 67 55 964 209 155 98 54 97 42 90 65 755 695 161 91 70 534 129 56
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=31
num_cat=0
split_feature=3 3 1 2 1 4 1 2 1 0 3 4 1 3 2 3 3 0 1 4 1 1 0 3 2 1 1 3 3 3
split_gain=0.00281339 0.0525564 0.0451676 0.00950868 0.0695108 0.00975173 0.0529741 0.0810578 0.00773588 0.00698837 0.0381866 0.0261854 0.107049 0.0680469 0.0810954 0.04312 0.0231243 0.0176819 0.0255397 0.014988 0.0202604 0.0365848 0.0193888 0.0103635 0.0692468 0.0154217 0.00913162 0.00912415 0.0166953 0.00856968
threshold=0.11636500000000001 0.11296500000000002 67.254468591300011 0.0041150000000000015 67.606656606400023 40.21994457600001 62.084563606450011 -0.11534 62.334590212600006 85.823648898300021 0.10787500000000003 41.16018805045001 61.998532946250002 0.10214000000000002 -0.072755 0.092185000000000031 0.077440000000000023 85.866664228400012 61.86411003975001 42.783136484500005 61.993156030000002 64.294476189700006 85.705356740550016 0.10249000000000003 -0.054875 61.546871980350012 64.953148431650007 0.085910000000000028 -0.13578999999999999 -0.27297999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 5 -5 6 -2 -8 -7 10 11 12 23 14 15 19 29 -11 -19 22 -21 -22 -13 24 -1 -26 -23 28 -14 -16
right_child=3 2 -4 4 -6 8 7 -9 -10 17 -12 13 27 -15 16 -17 -18 18 -20 20 21 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0056531405873372926 0.0020889020525024374 0.079097860047673121 0.0018057450010749336 0.060811352013586943 -0.0087196824439663752 -0.0041578583677930507 0.023183012800433583 -0.10316743710838235 0.0040071448355113986 -0.029587128323832385 0.061441148795911171 0.0018938351737425281 0.031926660452478973 0.073536622067713872 -0.10018257214555182 0.053409362725803711 -0.096018462724514017 -0.04805040210483006 -0.00016070411212129105 -0.00091257542304204106 -0.10101053197037431 0.099082851080544557 0.022985680294602576 -0.0053172791624080612 0.031703834937324607 0.10087726113290255 -0.0081444526690679156 -0.1072664741405986 -0.10234034957613575 0.08974481596766691
leaf_weight=0.58107990270039656 0.59055374799936522 0.15666260717625746 0.14612796724969712 0.19156351894798707 0.57639420837247002 3.7725718390929615 0.081292609693587536 0.13524702838484892 1.6758215319891858 0.20691554911900212 0.11082288286706887 1.1655136879671784 0.015142633176012055 0.15111098531633604 0.0031073534019377966 0.19485906085537852 0.097556612874967641 0.11164923576917019 43.060091281224274 0.7785880816353784 0.055856587174275774 0.012253559948476322 0.69615778513252724 1.4721211651340125 0.052976416443574315 0.082296180533376173 0.022572390843379253 0.099448458155563912 0.023842802956969389 0.010089444591422581
leaf_count=239 21 16 29 24 53 55 28 45 42 20 13 64 18 14 48 30 79 14 3292 170 53 60 10 16 38 12 11 27 30 62
internal_value=-4.37806e-06 0.000262348 0.0417964 -0.00187688 0.00862451 -0.00316609 -0.0134246 -0.0557334 -0.00164646 5.71394e-06 0.00332186 0.00215387 -0.00591143 0.00804132 0.00478201 0.00796155 -0.0792126 -0.000424328 -0.000284555 0.00471874 -0.00612277 -0.0508568 0.00978097 -0.000516907 0.00934797 0.0737871 0.0295836 -0.0911924 -0.0501887 0.045024
internal_weight=56.3303 49.3068 0.302791 7.02344 0.767958 6.25549 0.807093 0.21654 5.44839 49.0041 5.6254 5.51457 2.32691 3.18767 3.03655 2.9258 0.110753 43.3787 43.1717 2.73094 0.869271 0.0906825 1.86167 2.18847 0.716352 0.135273 0.034826 0.138434 0.0389854 0.0131968
internal_count=4633 4365 45 268 77 191 94 73 97 4320 994 981 380 601 587 398 189 3326 3306 368 294 124 74 305 289 50 71 75 48 110
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=31
num_cat=0
split_feature=4 4 2 2 4 3 1 1 3 3 4 3 1 3 3 2 2 2 0 3 4 4 4 3 1 3 0 2 1 2
split_gain=0.00300098 0.0172473 0.0334155 0.0162607 0.0650145 0.0154306 0.0384844 0.0382957 0.0341259 0.032815 0.0249631 0.012779 0.0332286 0.0158283 0.0416597 0.0328372 0.0851092 0.0542362 0.0754241 0.0438876 0.0200762 0.0134794 0.0345706 0.0486092 0.0752564 0.0456644 0.0499781 0.0462604 0.0158905 0.0144058
threshold=40.518963363600001 40.300545846000013 -0.054875 -0.13006999999999999 40.099856909850011 0.11636500000000001 68.20618276945001 69.873026810350026 0.087245000000000031 0.085345000000000018 38.983591653800012 0.091385000000000022 61.928633034850002 0.090850000000000028 0.08919500000000001 -0.059424999999999999 -0.117885 -0.10771499999999999 93.72771580185001 -0.25420999999999999 39.746231405950006 39.683197198900011 38.110427674550003 0.093745000000000023 62.132955852800002 0.098085000000000019 93.72771580185001 -0.021344999999999999 62.009286778800011 -0.07490999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -8 9 10 -1 12 -5 14 15 16 -14 -18 -19 -20 -17 22 -13 -24 -25 -26 -27 -28 -23 -30
right_child=-2 2 -4 11 -6 -7 7 -9 -10 -11 -12 21 13 -15 -16 20 17 18 19 -21 -22 28 23 24 25 26 27 -29 29 -31
leaf_value=-0.084597223156492138 -0.00054647895342203585 0.026205035438004589 0.0021955384142008107 -0.045575768181739237 -0.09449410044033818 0.048158611205076002 0.094086044760857732 -0.0026507108276753837 -0.090261679259339922 0.10006546054328419 0.020747994515863365 0.0011825017334739464 0.093655275161843632 -0.015896694360325394 0.042437799144174088 -0.0018996945908043136 -0.10402559391168215 0.024660695717929268 0.040971841375904906 -0.10122238697691327 0.016532190333915047 0.0052236884404185252 0.057770193348337454 0.05439880584197021 0.012759975363159837 -0.081164020907495027 -0.042014882518557436 0.057186536073592448 -0.00082211730392166217 -0.018594267017264049
leaf_weight=0.048184336674251371 36.269100172585588 0.74448846639279542 2.6184015880702693 0.177844260932006 0.088441317399883701 0.051960324722557516 0.043735948856920004 0.63626369944998151 0.093841032097429888 0.022285430759211522 0.04218981942449318 4.1575462242188035 0.05189299186008256 0.70144993662597688 0.22252609968086989 4.18437301495866 0.10568076467461651 0.16648363484820383 0.026728730756644836 0.11550755832126813 0.68811860532980507 1.6215802273945885 0.26480960833987399 0.29732014928595141 0.61231188148599358 0.1315825548954308 0.11468335573931643 0.079660869094823394 1.0838753414425353 0.78746497471590959
leaf_count=169 2964 39 49 36 19 34 6 292 23 6 19 254 13 48 37 223 12 26 16 92 62 14 26 26 17 12 29 22 25 23
internal_value=-4.33839e-06 0.000979733 0.00751085 -0.000341904 -0.0125305 -0.0048062 -0.00791062 0.00357117 -0.0457197 -0.00861804 -0.0354184 0.000460876 -0.00295162 -0.00174122 4.42198e-05 -0.00172279 -0.0270745 -0.0421928 -0.0210263 -0.0745016 0.000703352 0.00286268 0.00587826 0.0188903 0.0105574 -0.00333557 -0.0335739 -0.00135264 -0.00202203 -0.00830069
internal_weight=56.2503 19.9812 3.36289 16.6183 1.0269 0.938461 0.8865 0.68 0.206501 0.11266 0.0903742 15.5914 6.44061 6.26276 5.56131 5.33879 0.466294 0.414401 0.30872 0.142236 4.87249 9.15084 5.65791 1.50037 1.23556 0.938239 0.325927 0.194344 3.49292 1.87134
internal_count=4633 1669 88 1581 568 549 515 298 217 194 188 1013 565 529 481 444 159 146 134 108 285 448 386 132 106 80 63 51 62 48
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=31
num_cat=0
split_feature=3 3 1 2 3 3 3 1 0 2 2 0 3 3 4 3 1 0 3 3 0 3 0 0 2 4 4 1 2 2
split_gain=0.00346164 0.015593 0.0331539 0.0149823 0.0429201 0.0130284 0.0120766 0.144488 0.0306858 0.0515223 0.0808766 0.0440082 0.0141366 0.0639706 0.0404043 0.0103672 0.0102526 0.0522871 0.0137879 0.0400208 0.0138904 0.0396 0.0553669 0.0102394 0.0582901 0.0988796 0.0606885 0.0204723 0.0119983 0.0484889
threshold=0.10249000000000003 0.094385000000000011 61.923256118600001 0.25783500000000009 -0.11223 -0.245505 0.094780000000000017 62.020040611300011 89.711159354950013 -0.076544999999999988 -0.27494999999999997 92.464140480550014 0.096095000000000028 0.10087500000000002 41.808689985400001 0.09721500000000001 61.917879202350001 87.028078140750011 0.08376500000000002 0.08079500000000002 86.692020874450009 0.092185000000000031 85.431134011250023 86.345209775600011 -0.059424999999999999 39.571921479100006 41.835830569250014 62.079186690200011 -0.13509999999999997 -0.14314999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 16 5 -5 -4 -8 12 10 15 -12 -9 14 -14 -10 17 18 19 -1 21 22 -20 24 -2 -26 -27 -25 29 -29
right_child=23 2 6 4 -6 -7 7 8 9 -11 11 -13 13 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 27 25 26 -28 28 -30 -31
leaf_value=-0.0016063227928637507 9.6364502616429407e-05 0.023198015675867045 0.0091019167898709688 -0.020784237244213827 -0.074024365201462605 0.054385227918165684 -0.098130236424608663 0.00067301212975405707 -0.0059017407191982226 0.0024963366228781228 -0.023413866092760402 -0.10171392693888104 0.096649546670325645 0.0037818530073885324 0.024053950371326013 0.058944402575703658 0.00014128502068589091 -0.083376601562076297 0.0078243494872308594 0.09362764008651589 0.0041472186661604578 -0.002549329719600583 -0.098073293107982851 0.01017915337793469 0.00047449958952246456 -0.086135873174052802 -0.008165328556424609 -0.0091047300190346091 -0.0030142382966242285 0.08321669900867408
leaf_weight=0.24484525350783926 4.9998169056570987 0.86330860212910998 1.7291833168787891 0.041959371514053601 0.099098132862961985 0.051182853805073592 0.14718190283747379 0.52764896448934473 0.037862470336492815 1.8324761231320292 0.13528847205452643 0.15291312626267528 0.14706105277946335 0.67679913667961955 0.16016448730897537 0.070673380907365413 34.406725088318858 0.087090054374129866 0.0836934325424179 0.053827835876290919 0.5139354020357132 0.51183821083805014 0.12039249938243302 1.857875929912552 0.61841756687499294 0.30845697591576027 0.14759177201631246 0.18985128436665644 5.2531151505714453 0.081231716849820113
leaf_count=391 97 44 33 31 120 38 20 7 41 90 10 83 27 17 21 25 2942 15 56 20 2 15 14 29 12 24 40 81 282 6
internal_value=-5.24792e-06 0.000435545 0.00495318 -0.00037288 -0.0282156 0.0205224 0.00214915 -0.000943026 0.00288072 -0.00457749 -0.0372505 -0.0649581 0.0138791 0.0209604 0.0588036 0.036323 -0.000224292 -0.00800972 -0.0037156 0.0155571 -0.00839599 -0.0174003 -0.0546458 -0.00140382 -0.00444482 -0.0255763 -0.0609021 0.00109844 -0.00195555 0.01856
internal_weight=56.1515 42.6951 6.48056 36.2146 0.19224 0.0931422 5.61725 3.88807 3.74089 2.22921 0.396737 0.288202 1.51167 0.984025 0.307226 0.108536 36.0223 1.61562 1.52853 0.298673 1.22986 0.715924 0.204086 13.4564 6.07428 1.07447 0.456049 7.38207 5.5242 0.271083
internal_count=4633 4062 418 3644 189 69 374 341 321 249 159 93 72 65 48 66 3455 513 498 411 87 85 70 571 173 76 64 398 369 87
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=31
num_cat=0
split_feature=4 4 0 2 0 0 0 3 4 3 3 4 2 4 0 4 2 1 2 0 0 0 2 3 0 3 3 4 0 3
split_gain=0.00289276 0.0235301 0.075895 0.034037 0.0133641 0.0306097 0.0494254 0.0193995 0.0273223 0.0177239 0.0456024 0.0386972 0.0166794 0.0180255 0.0132049 0.0212862 0.0104937 0.00909062 0.0319229 0.0517426 0.0134432 0.0149978 0.0110046 0.023207 0.00865566 0.00817408 0.0120849 0.00919684 0.00806128 0.0287774
threshold=38.474425342400004 38.804629908750009 87.842680954300008 -0.038374999999999999 93.843319501450011 94.770837556450019 95.050437202000012 0.10336500000000003 36.859113051050009 -0.061414999999999997 -0.13578999999999999 35.771221912400001 -0.074029999999999999 35.374259656300005 89.474575039450016 36.016191615950007 0.17437500000000003 61.821094709650005 0.17437500000000003 82.605564516150011 76.535026057600007 73.921844754800006 -0.23381499999999997 -0.23921499999999998 96.870523356300012 -0.15544999999999998 0.070640000000000022 49.407085930050009 99.013224486300018 0.10214000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 -6 -7 9 -9 10 11 12 13 -1 16 -16 -11 18 19 20 21 22 23 -3 -8 27 -27 -24 -26 -30
right_child=1 17 3 -5 5 6 24 8 -10 14 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 25 -25 28 26 -28 -29 29 -31
leaf_value=-0.1003569637096875 0.043019604340301769 -0.10068166974497433 -0.022881169360461102 -0.096421770811973631 -0.021315486204236071 0.060487756990449615 -0.011462884974311797 0.004487125424060729 0.062314858772861997 0.013411182674432857 0.086277774883444361 -0.093116940041499952 0.10028281282435983 0.083387599014349598 0.0037651480356677858 -0.027417365206155633 -0.0034184486952816267 3.5381796141876368e-05 0.070448596226497198 -0.065943450439226253 0.042296263476389755 -0.10036187260373552 0.073654287437058361 0.06348322397644085 0.0061881634169547554 -0.10028778822558981 0.02967192091867232 0.001020144082601989 -0.069914592279298665 -0.00081130720133598005
leaf_weight=0.012217994840528545 0.11216904185130161 0.025044330702097994 0.14101359522091883 0.11366554973781717 0.67555135488743179 0.13839304404177744 0.59225628382319007 0.18759245441924566 0.14474779181182384 1.0583222817992557 0.086472634724803155 0.037289370299276925 0.024537779856473207 0.0094827472348697484 0.61793537384073705 0.33901907265681075 0.57005203398296078 47.884585009079018 0.040122752105162363 0.16455995817202052 0.075019653531342101 0.016197747276379459 0.035108710306154922 0.013123364446904873 1.7017873603570024 0.012408460863165494 0.016901206704915239 0.034624238964170218 0.06382630252049204 1.0796207596919973
leaf_count=64 11 29 41 18 49 18 39 37 14 82 74 32 6 2 27 35 18 3170 10 58 54 38 85 30 51 59 15 6 377 84
internal_value=-7.63433e-06 -0.000286629 -0.0255172 -0.055703 0.0018431 -0.0017935 0.00189457 0.00685036 0.0296735 0.0040975 0.0353746 -0.0173232 0.0438011 -0.0200646 0.00204085 -0.00728184 0.00751956 -9.50685e-05 -0.0145176 -0.0231924 0.00760558 -0.00935886 0.00138409 -0.0442361 -0.000464386 0.0189646 -0.0253475 0.0375895 0.00182503 -0.0046686
internal_weight=56.0236 48.6845 0.366848 0.254679 7.3391 4.25144 3.57588 3.08767 0.33234 2.75533 0.170001 0.0835279 0.0462385 0.0217007 2.58533 0.956954 1.62837 48.3177 0.43311 0.392988 0.228428 0.153408 0.13721 0.0381677 3.43749 0.0990426 0.0293097 0.0697329 2.84523 1.14345
internal_count=4633 3624 70 59 1009 618 569 391 51 340 178 104 72 66 162 62 100 3554 384 374 316 262 224 59 551 165 74 91 512 461
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=31
num_cat=0
split_feature=3 3 1 0 0 2 3 3 1 0 2 2 4 3 3 4 2 1 1 3 3 4 1 0 4 2 2 3 0 2
split_gain=0.00344869 0.012706 0.0277409 0.0618814 0.045515 0.0128548 0.0400045 0.00980542 0.132163 0.0249365 0.045209 0.083176 0.0258219 0.0117827 0.0556019 0.0397787 0.00979554 0.00916755 0.055528 0.0175294 0.0753024 0.0313154 0.102355 0.0237283 0.0425003 0.102646 0.0239889 0.0613581 0.166371 0.0285828
threshold=0.10249000000000003 0.094385000000000011 61.928633034850002 86.866770652900016 85.823648898300021 0.25783500000000009 0.076835000000000028 0.094780000000000017 62.020040611300011 89.711159354950013 -0.086139999999999994 -0.27494999999999997 39.788107623550012 0.096095000000000028 0.10087500000000002 41.808689985400001 0.63131000000000015 75.499969677400017 75.629015667650023 0.08759500000000002 0.08729000000000002 38.238138001450004 65.644082171150004 86.103248543850015 41.444941515100005 -0.086800000000000002 -0.097799999999999984 0.088890000000000011 89.057864029250013 -0.083834999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 17 16 -4 -9 13 11 -11 -13 -10 15 -15 -7 19 -19 20 -1 22 -21 24 -23 -26 -25 28 -28 -29
right_child=-2 2 7 -5 -6 6 -8 8 9 10 -12 12 -14 14 -16 -17 -18 18 -20 21 -22 23 -24 26 25 -27 27 29 -30 -31
leaf_value=0.00035772706965552176 -0.0014054309804082251 0.012385151632744425 0.0082403860202503922 -0.0014971359441399408 0.08457607727354513 -0.016125098168960978 -0.10069157807749581 -0.099066359964549988 0.00060245239554383191 0.033736490220106746 0.0018163545576765751 -0.032073849102156965 -0.10265644494763289 0.095746953316615202 0.0033959567482598724 0.021780179467939018 0.042360776234661508 0.079860429663523053 0.0024813661616403509 0.02148002187474822 0.055134325440263636 -0.0039618325070908417 -0.092508746084223561 0.001002580231031368 0.00046315324778583509 0.074574136585826387 -0.086054024706630594 -0.024258264768829186 -0.0025336447435786186 -0.00093309125973753285
leaf_weight=19.816423650780681 13.41136769335125 0.15449757930946262 1.7189410843793664 0.49509365111589432 0.20090185361914337 0.088369709332939972 0.052250531393251975 0.13227860018378157 0.52741797728231199 0.10618202849992098 1.8879930400156657 0.0864935804760536 0.12933599157613429 0.1338095746068575 0.67541889369022101 0.15922337794927444 0.042365932612817403 0.094877432798966654 4.115692195250868 0.15921990180186085 0.2541875470924414 1.6073840742096757 0.15591347428225788 3.5451432961635856 0.60278802594257297 0.27086365293666836 0.36290805076714583 0.61324973720911424 0.69574891787124216 3.6655638008342089
leaf_count=1620 571 34 33 2 11 76 80 17 7 66 115 27 41 27 17 21 33 9 1306 34 21 36 40 87 48 40 32 24 45 113
internal_value=-7.14315e-06 0.000433579 0.00453766 0.0213567 0.0531936 -0.000294012 -0.0267316 0.00196356 -0.000847551 0.0026583 -0.00409044 -0.0387227 -0.0743705 0.0126289 0.0191785 0.0555561 0.00282772 -0.000159481 0.00422496 -0.000740941 0.00105145 -0.00382127 -0.0349164 -0.00295895 0.00568731 0.0234402 -0.00537397 -0.00960926 -0.0311645 -0.00427611
internal_weight=55.9619 42.5505 6.40759 0.850493 0.355399 36.1429 0.182986 5.55709 3.83815 3.70587 2.21 0.322012 0.21583 1.49587 0.968452 0.293033 0.130736 35.96 4.21057 31.7494 20.0706 11.6788 0.315133 11.3636 2.48104 0.873652 8.88261 5.33747 1.05866 4.27881
internal_count=4633 4062 418 47 45 3644 189 371 338 321 249 134 68 72 65 48 109 3455 1315 2140 1641 499 74 425 124 88 301 214 77 137
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=31
num_cat=0
split_feature=0 0 2 4 0 2 2 3 4 1 1 3 3 4 4 1 4 2 1 4 0 4 1 4 0 2 2 3 2 2
split_gain=0.00359521 0.052142 0.0714175 0.172872 0.0200532 0.00920963 0.0297264 0.0185533 0.0173406 0.0234941 0.0218566 0.0111417 0.0280492 0.00997761 0.0182706 0.00852139 0.0709021 0.150362 0.0344273 0.109604 0.0587136 0.0457527 0.0408431 0.0968955 0.0220567 0.0199014 0.0167563 0.0157451 0.0383262 0.046187
threshold=87.261973998100004 87.727077254650013 -0.078504999999999991 41.444941515100005 86.904409066750006 -0.59614999999999996 -0.24150999999999997 0.094780000000000017 39.955516828000007 75.629015667650023 78.290589216800015 0.098510000000000028 0.10990500000000002 40.00488309970001 39.117456157700005 64.630533455950015 41.873095646600007 -0.09715 66.235542959850008 36.165040341950011 90.767723400200012 38.474425342400004 67.606656606400023 39.852039223600009 90.321439350550008 -0.078504999999999991 -0.08158 -0.10696499999999999 -0.022394999999999998 0.26597500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 8 7 13 10 -10 -3 -9 -13 14 -7 16 17 -8 19 -17 24 -21 23 -22 -20 -18 -25 28 -24 -30
right_child=1 5 -4 -5 -6 6 15 11 9 -11 -12 12 -14 -15 -16 18 25 -19 20 21 22 -23 27 26 -26 -27 -28 -29 29 -31
leaf_value=-0.00032854869127810953 0.09439864465277667 -0.10053090023719786 0.07169831960300492 -0.081807580277516709 -0.015810119385260776 -0.10039252495220019 0.00070629445824355735 0.028974405577299984 0.060233371185728503 -0.015444212007934475 0.046001230908241653 -0.10073110109461628 0.041958190009539403 -0.1007095390807858 0.021842716528230506 0.0059602202278124803 0.0085212955633921211 0.09385944325337002 0.0043149225953914702 -0.030643232945422066 0.033673276787401299 -0.10084509282401902 0.035455140513425382 -0.044283451573678627 0.059426031519472601 -0.0057406591874314614 -0.10461521737980231 -0.00017267944851792798 -0.081194063197737809 0.048353907082321158
leaf_weight=27.313580027694432 0.097358813742175698 0.023754597146892986 0.24173995144519977 0.13005272541079194 0.86310907346159993 0.023631006955128764 0.51919438852928579 0.044786186220370894 0.11785399018481257 0.062926176657185806 0.01781203619542282 0.031316982578458052 0.024596535670269759 0.049797874899482508 0.025341254937274016 0.67532998637762165 1.4747634600207673 0.26007616196878913 0.10645937847857823 0.21238977718167007 0.1216563110647283 0.16492693544682879 0.34165657698778684 0.076833674334920943 0.22847486727641808 2.9071418173261918 0.11484311995491225 19.454710604538395 0.071125519046304819 0.044889988878026088
leaf_count=1513 16 21 20 32 41 83 9 40 19 39 54 29 17 118 13 21 39 55 37 23 16 47 186 14 35 46 34 1888 77 51
internal_value=-7.71091e-06 0.000802051 0.033856 -0.00637065 -0.000802781 0.000231852 6.47778e-05 -0.0383962 0.0205004 0.0338914 -0.0377393 -0.00819183 -0.0379616 -0.0691907 -0.0371405 0.000351312 0.00400205 0.0317955 -0.000520471 -0.0181592 0.000382584 -0.0613288 -0.000305084 -0.0361284 0.0419089 -0.00094069 -0.0804312 0.000258617 0.0185922 -0.0310679
internal_weight=55.8421 27.6654 0.469151 0.227412 28.1767 27.1963 26.9739 0.19947 0.222347 0.18078 0.0415666 0.1007 0.0559135 0.0987701 0.0489723 26.7745 5.16118 0.779271 21.6133 1.05265 20.5607 0.377317 20.2257 0.313333 0.334934 4.38191 0.191677 19.9124 0.457672 0.116016
internal_count=4633 3079 68 48 1554 3011 2878 300 133 58 75 86 46 214 96 2578 149 64 2429 91 2338 70 2266 64 72 85 48 2202 314 128
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=31
num_cat=0
split_feature=4 2 2 1 0 2 2 2 0 0 2 4 0 2 2 3 3 4 3 3 4 4 0 4 3 3 3 3 0 4
split_gain=0.00380516 0.0362095 0.0406446 0.0080302 0.00458036 0.00443087 0.00778109 0.00475581 0.00340279 0.0475643 0.0575179 0.162244 0.0161351 0.00807316 0.025468 0.0166846 0.0153751 0.010894 0.0178027 0.0131829 0.00995139 0.0164534 0.00769699 0.00716088 0.00710961 0.0193138 0.0476136 0.0399322 0.110623 0.0230197
threshold=33.96174662340001 0.15915000000000004 -0.11692 77.443724905700023 99.198728097250012 0.11061500000000003 -0.09280999999999999 -0.074029999999999999 87.261973998100004 87.727077254650013 -0.078504999999999991 41.444941515100005 86.904409066750006 -0.59614999999999996 -0.24150999999999997 0.094780000000000017 0.093635000000000024 35.476804824450006 0.095830000000000012 0.10990500000000002 40.00488309970001 39.117456157700005 97.615226258450022 41.037275035300006 0.082025000000000028 0.087795000000000026 0.08673500000000002 0.090235000000000024 86.208098410950015 42.654057868200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -4 -8 12 10 11 -10 24 16 15 20 23 -17 -19 -20 21 -15 -18 -11 -2 26 -26 28 -27 -28
right_child=8 -3 5 4 -6 -7 7 -9 9 13 -12 -13 -14 14 -16 17 22 18 19 -21 -22 -23 -24 -25 25 27 29 -29 -30 -31
leaf_value=-0.10068523941493768 -0.003354206029392794 -0.085216389796957059 0.089749366387682245 0.10012005206794353 -0.10010483570549329 0.10038151287379127 -0.026281811743089065 0.046415961088273588 0.10076387570833022 -0.050879888987668431 0.067956987936288335 -0.07856711108852546 -0.014168480755605149 -0.10036257104449522 0.00040386677481195625 0.038553585238012555 0.062592055679284636 0.061045252535847395 -0.10037689159745167 0.0099895255674676085 -0.10064200006843016 0.019752483122820592 0.016210564185320891 0.012569388519686085 0.003439287187269375 0.00048943362984076911 0.069322961644746411 0.0002087501122752587 -0.076502912390523925 0.017586302403480344
leaf_weight=0.026383769812069247 5.9838511283960854 0.050687359309351976 0.022409996390367781 0.0035208119079470626 0.001691377376951797 0.017689545836503839 0.015865875388197059 0.020790794748839714 0.085879901424050331 0.034710459142217043 0.23016416937753348 0.12228596407197756 0.86657096678390999 0.020812659527936428 26.568482182462549 0.033435079269111156 0.068846214407130901 0.0155249895881866 0.031286326960806576 0.01654672442532501 0.045087680650141237 0.025227032061707177 0.074493394993169204 0.036483394767387267 3.8541273509736724 0.66313565110670225 0.16421201360572002 16.198251881293629 0.25969921873183921 0.18056783928295772
leaf_count=92 688 65 24 1 71 4 24 33 14 32 20 32 40 69 2404 7 15 11 53 13 118 13 31 26 196 74 32 395 26 10
internal_value=-7.06528e-06 -0.015453 0.0171825 -0.078278 0.0351462 0.0564779 0.0433294 0.0149506 3.71327e-05 0.000830378 0.0335072 -0.00458319 -0.00073468 0.000299317 0.000144397 -0.0365399 0.0196208 -0.00762824 -0.0319991 -0.0621982 -0.0672491 -0.0345466 0.0384877 -0.0183652 -0.000308317 0.000546568 0.00662426 -0.00094397 -0.0211773 0.0422275
internal_weight=55.7387 0.15904 0.108352 0.031596 0.00521219 0.0767562 0.0590667 0.0366567 55.5797 27.4093 0.43833 0.208166 28.1704 26.9709 26.7564 0.18792 0.214533 0.0967931 0.063358 0.0478331 0.0911274 0.0460397 0.14334 0.0711939 27.3038 21.32 4.19891 17.1211 0.922835 0.34478
internal_count=4633 314 249 164 72 85 81 57 4319 2858 66 46 1461 2792 2688 284 104 84 77 66 200 82 46 58 1421 733 238 495 100 42
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=31
num_cat=0
split_feature=2 2 1 1 4 2 1 2 2 3 0 1 2 4 4 4 0 3 0 3 2 4 4 3 3 3 3 1 0 4
split_gain=0.0027755 0.00982929 0.0106512 0.0132834 0.0221938 0.00698658 0.0162038 0.00549516 0.0309825 0.0215578 0.020486 0.0195637 0.0151683 0.0326709 0.0122747 0.0120174 0.0147337 0.0105015 0.00880264 0.0121905 0.00773414 0.0186842 0.0331584 0.016166 0.0128353 0.0140672 0.0303927 0.0123216 0.00573558 0.00924775
threshold=-0.63026499999999996 -0.58319500000000002 78.27445846800002 71.658163008950012 40.890797847750008 -0.59915999999999991 78.537927364800012 -0.23557500000000001 -0.54488499999999995 0.18642000000000006 86.264556031700025 62.084563606450011 -0.25105499999999997 44.701063782750005 45.458122212500008 35.887362732750006 100.01333091085002 0.084365000000000009 85.216057360850016 -0.20885999999999996 -0.16533 42.206017975500011 39.788107623550012 0.080545000000000019 -0.25098999999999999 -0.15544999999999998 1.0000000180025095e-35 68.20618276945001 81.446839061900008 38.804629908750009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 -7 8 -3 10 18 -12 15 -14 -15 -13 17 -17 19 -10 21 22 27 24 -23 -26 -27 -9 29 -21
right_child=1 7 5 4 -6 6 -8 20 9 -11 11 12 13 14 -16 16 -18 -19 -20 28 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0067024583849656996 0.033097670537559069 -0.10045080400872375 0.088222336159385295 -0.068063991602168847 0.030512104718865521 0.10017776446763796 -0.10028414873329553 -0.10037687717066993 -0.10051514137371485 0.10041187904319498 0.096614827230145708 0.054979937296331785 0.070708232815337016 0.018002238931670165 -0.10048827944414772 -0.016479356075989906 0.037181774391721836 -0.089998989882563357 -0.10071358096928072 0.063560686108447104 -4.6507812102076552e-05 -0.02069854660053335 0.09305052171831521 -0.04491663472059787 0.057114134111506946 -0.10028438436002365 0.034524939162200591 0.018780179325487784 0.07919781770672224 -0.10042785694615791
leaf_weight=0.61224959025641723 0.10981636861105926 0.035946560604791955 0.032773689959025631 0.045435728959745347 0.04592512023918971 0.0087693059758748859 0.0074647541465466807 0.013671944744660602 0.013881787586250915 0.019134011119604111 0.021112311282195151 0.014880424505696377 0.05928648306707629 0.015173048896485852 0.020629001275949577 0.032712849377844577 0.019276550383859892 0.047844096950939274 0.028204299282378997 0.0065390128506775946 54.039137896041247 0.079174050053779865 0.066095515768438418 0.060626078706718545 0.084330363199114799 0.022503996863974862 0.065107048541904078 0.023759197892470496 0.0092205099701772042 0.0072532330937917777
leaf_count=72 23 124 35 28 17 3 66 106 50 3 3 17 20 9 51 36 63 23 42 8 3497 32 87 20 18 50 33 32 24 41
internal_value=-6.62319e-06 6.78382e-05 0.019844 0.00966014 -0.0185119 0.0616487 0.00800126 -2.24391e-05 -0.0124929 -0.0024602 -0.00910975 0.00485822 -0.0043752 0.0251578 -0.0502715 -0.0288557 -0.0413516 -0.0601439 -0.0586561 -0.026505 5.79641e-05 0.013653 0.0504612 0.00142928 0.0126184 0.0279599 -0.000102528 -0.0247426 0.0181396 -0.0226796
internal_weight=55.6679 55.0557 0.250185 0.201177 0.0913608 0.0490078 0.0162341 54.8055 0.351094 0.315148 0.296014 0.230915 0.209802 0.0950885 0.0358021 0.114714 0.0998335 0.0805569 0.0650988 0.0368945 54.4544 0.415268 0.103527 0.311742 0.251115 0.171941 0.087611 0.0374311 0.0230128 0.0137922
internal_count=4633 4561 172 68 45 104 69 4389 514 390 387 222 219 80 60 139 122 59 165 123 3875 378 225 153 133 101 83 138 73 49
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=31
num_cat=0
split_feature=3 3 0 0 2 0 2 2 4 1 0 1 3 1 1 4 4 2 0 3 1 1 0 3 1 2 3 2 2 1
split_gain=0.00249778 0.00945084 0.0422795 0.0598409 0.0379135 0.00920958 0.0488809 0.0655557 0.0679018 0.015999 0.0115353 0.0212187 0.0112191 0.0651884 0.017081 0.0108963 0.00805438 0.0761804 0.0402027 0.00793879 0.00729396 0.0336915 0.0299673 0.0219864 0.0236305 0.021943 0.0147802 0.047027 0.0343567 0.0145995
threshold=0.10249000000000003 0.096480000000000024 86.692020874450009 85.823648898300021 -0.075639999999999999 86.345209775600011 -0.053874999999999999 0.19977000000000003 41.808689985400001 62.079186690200011 85.799452775150016 61.928633034850002 0.10685000000000001 66.52858489605002 80.677940036650014 41.32819714970001 41.243661560350013 -0.066979999999999998 88.350799540950007 0.43380000000000013 61.987779113750001 62.009286778800011 86.904409066750006 -0.25098999999999999 61.944763783650011 -0.088039999999999993 0.094595000000000026 0.0027500000000000003 -0.10434500000000001 55.976386734050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 4 -3 6 10 8 -8 -7 11 -2 13 -11 -15 -12 -4 18 -18 -14 22 25 23 24 29 -22 -23 28 -28 -1
right_child=5 2 16 -5 -6 9 7 -9 -10 12 15 -13 19 14 -16 -17 17 -19 -20 -21 21 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.059326153923143936 -0.0016535784563139638 0.036573086185087693 0.0025598178612175997 0.064294555951595653 -0.03837016873110239 0.0092457097655651993 -0.10320641910920827 -0.0046308776390494065 -0.012527681187081691 -0.060216092249922554 -0.011441817570565765 0.019388670373582353 0.0023047665324262504 -0.020035999375961833 0.011342247018942091 0.000786735628541844 -0.10183573893596592 0.053757941671048748 -0.015549523584673717 -0.010121807898389568 0.0015958175507797504 0.00010140569160423373 -0.048469415506588696 -0.0011577453029951489 -0.10232377028023563 0.027313835961442396 -0.006126097991518596 0.0031208294318564602 -0.081752689642789117 0.022189135330151433
leaf_weight=0.038543175707042354 1.4882355579320576 0.13033292046748102 2.9470207635633958 0.27030276437290013 0.14003055420289268 1.8438607465941457 0.17721185641311876 0.54789760158564604 0.15464020269564571 0.21289441094268091 1.2711254762252795 0.706816802792673 3.8762257514521283 0.24854751340774328 0.57441497702843591 1.7074507661018286 0.083002602550550364 0.1139562776806996 0.15452041537057681 0.59271714580379908 0.59548750456087873 31.571461917464816 0.14547430187667476 4.4267613277966831 0.044020824474046094 0.74908752438204718 0.10371254984249845 0.51890682235918439 0.14275455155858119 0.05110198277963196
leaf_count=94 39 24 154 20 22 29 18 15 30 12 18 29 248 41 26 24 15 20 43 42 26 2908 21 516 7 23 42 13 34 80
internal_value=-6.17815e-06 0.000371326 0.00510195 0.0310222 -0.00224261 -0.0011956 -0.00408388 -0.0258755 -0.0609509 0.00118359 -0.000378332 0.00512212 -0.00151686 -0.0108938 0.00186553 -0.00443187 0.000853279 -0.0134554 -0.0457023 0.000656626 -0.00010179 0.000413456 -0.00378954 -0.00236428 -0.0423226 0.0159238 -0.000231469 -0.0139625 -0.0499293 -0.0128586
internal_weight=55.6285 42.2265 3.83917 0.540666 0.270363 13.402 6.05338 0.87975 0.331852 7.34866 5.17363 2.19505 5.5048 1.03586 0.822962 2.97858 3.2985 0.351479 0.237523 4.46894 38.3873 33.6814 4.7059 4.56043 0.133666 1.34458 32.3368 0.765374 0.246467 0.0896452
internal_count=4633 4062 298 66 46 571 173 63 48 398 110 68 369 79 67 42 232 78 58 290 3764 3046 718 697 181 49 2997 89 76 174
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 3 4 3 1 1 1 2 4 4 4 0 3 3 1 0 4 3 4 3 3 2 3 1 1 4
split_gain=0.00272591 0.0394509 0.0505271 0.141882 0.0123616 0.0114055 0.0240334 0.0085652 0.0290658 0.0356225 0.0236028 0.00868108 0.00649842 0.0881709 0.0853779 0.0377394 0.0277167 0.0429007 0.0222141 0.0810443 0.0231608 0.0211111 0.0150064 0.0261622 0.174756 0.0289389 0.0486461 0.0314114 0.022012 0.0393904
threshold=87.261973998100004 87.727077254650013 -0.078504999999999991 -0.091639999999999985 86.904409066750006 -0.27118499999999995 36.016191615950007 -0.249005 71.104340634100012 73.448676123850007 75.806453904250006 -0.18437499999999998 42.684965421050009 41.976795488650005 42.206017975500011 85.769879735700016 0.090665000000000009 0.08759500000000002 62.165217350350012 85.990333302400003 48.109449608500007 0.096480000000000024 41.32819714970001 0.091290000000000024 0.087795000000000026 -0.036264999999999999 0.086375000000000021 61.950140699950005 62.020040611300011 40.679780036550007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 12 6 -3 8 -7 -10 -11 -12 13 22 -15 16 17 -16 21 20 -20 -14 23 24 25 -1 27 -27 29 -25
right_child=1 5 -4 -5 -6 7 -8 -9 9 10 11 -13 18 14 15 -17 -18 -19 19 -21 -22 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-0.0061230690218647896 0.071838517357488058 0.03609454569883689 0.064343301466520356 -0.10169196090676623 -0.012496250267634431 0.07332502918081045 -0.082817732130056901 0.00021021393824024038 -0.10095814237402055 0.093581811171003393 0.037913994075302784 -0.10024806334121357 9.1202919257151016e-05 -0.010124494610682263 -0.052483911736141801 -0.095906042671105696 -0.087401935041136067 0.095844065654951904 -0.078324696211085343 0.087421669996988402 0.048100529783594102 0.031640364405977971 0.0043325078509031095 0.0017711282166956222 -0.1033752644060924 0.061035190295849473 0.099418153050047309 -0.038808648932817907 0.0067598186804780584 -0.015597760398455391
leaf_weight=3.0039019110431835 0.10487259725871922 0.026845392563337067 0.21850620199984661 0.085554523393511772 0.86119778424790538 0.066405407346304623 0.046328403883322267 26.820656403028078 0.030574797370036322 0.029221074772067368 0.0072604082845728604 0.012171975241798805 4.3951886260142734 0.78104143166765883 0.047363854455333865 0.21288967641521594 0.048035259723747004 0.03314453348502866 0.05541015473858113 0.11911548632087943 0.019622016698122025 0.22285112938607188 6.6583274323529045 5.3954222256144231 0.18580562466020456 0.04948811467694314 0.071289449857431464 0.086735390535977785 4.1091249236119438 1.7225751824462348
leaf_count=313 33 21 20 15 41 15 84 2821 9 6 13 42 427 38 41 50 17 8 105 8 3 39 162 97 47 32 10 21 66 29
internal_value=-7.86887e-06 0.000700782 0.0315286 -0.00612473 -0.000700617 0.000234555 -0.0391922 0.000341541 0.0245274 -0.0163724 0.0367829 -0.0486274 -0.000327385 -0.00104349 -0.0283593 -0.070072 -0.0272865 0.0085813 0.00300675 0.0361432 -0.0452626 0.00161366 0.000397176 -0.00139454 -0.00908357 -0.00362806 0.032489 -0.00253676 0.000932083 -0.00243219
internal_weight=55.5269 27.4484 0.408933 0.190427 28.0785 27.0395 0.0731738 26.9663 0.145634 0.0792283 0.0486535 0.0194324 27.2173 22.4051 1.12247 0.341433 0.128544 0.0805084 4.81219 0.194148 0.0750322 4.61804 21.2827 14.6243 3.39722 3.21141 0.207513 0.136224 11.2271 7.118
internal_count=4633 3079 68 48 1554 3011 105 2906 85 70 61 55 1513 931 154 116 66 49 582 116 108 466 777 615 423 376 63 53 192 126
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=31
num_cat=0
split_feature=2 4 4 2 2 4 4 2 4 0 0 0 4 3 2 1 3 0 3 3 0 2 2 2 4 4 0 4 2 2
split_gain=0.00266226 0.0127916 0.0571845 0.0420181 0.0394245 0.0477328 0.0339417 0.0296664 0.021407 0.0172967 0.0315065 0.0281477 0.0159618 0.0246781 0.0189895 0.0145864 0.0150883 0.0629803 0.0367918 0.0366808 0.0355365 0.0248942 0.0142613 0.0145875 0.0140482 0.0137764 0.0501687 0.0287671 0.0620777 0.0237729
threshold=-0.092084999999999986 43.663128814500006 43.219899330700009 -0.13006999999999999 -0.10290999999999999 44.279556297950009 44.279556297950009 -0.156745 43.968221017800005 85.705356740550016 85.307464937250003 85.882794977150013 47.927946529500012 -0.245505 -0.61402999999999996 61.998532946250002 0.08326500000000002 91.109157582800023 0.086075000000000026 -0.067414999999999989 96.870523356300012 -0.18437499999999998 -0.10771499999999999 -0.50748499999999985 43.847983878700006 36.558960102350007 97.722764583650005 38.324118171300007 -0.102645 -0.117885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 6 -6 8 12 24 10 22 -11 13 -8 -15 -13 17 -17 20 21 -18 -19 23 -1 -3 26 -20 28 29 -27
right_child=-2 4 3 -5 5 -7 7 -9 -10 11 -12 15 -14 14 -16 16 18 19 25 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.080352902264730158 -0.00042803791653748798 0.069923326779292846 0.0020288761342079557 0.089963142171652702 -0.10221415358031666 0.022208822818961395 0.03554065937622379 -0.10062289437287196 0.084231943558496891 0.020580159242900138 -0.10097570716641634 -0.010425181677721612 0.010166977426388921 0.051228749858131244 -0.089928923874455113 -0.00091418182215349884 0.032406480071225034 0.030664811652749355 0.064880489277068368 -0.1009496484237018 -0.0012517356418496675 -0.071455633820826189 -0.05365991673489106 0.024943896218100576 -0.10044632316535884 -0.024437730936641731 -0.00044790472005598343 0.00071724647779192695 0.025858582334740105 -0.1036488517151609
leaf_weight=0.015089382387486694 40.565132419331697 0.0080034446352783561 0.095352799286771983 0.12633808679856962 0.091118973101402712 0.046602420412000356 0.033260869152147876 0.034414567709930566 0.066998713404949228 0.72395942365983401 0.045687232885939011 1.1513322036471425 0.25430911634281017 0.011255784991988094 0.062166940205088395 2.6937400160786633 0.78175062890477398 0.053360274838263777 0.15241235171833956 0.10231708698989861 0.52390540188639712 0.043194652959993696 0.047068432182660103 0.10272858485235536 0.012244365881429076 0.062426192358584487 0.51393960409645001 6.7879738393271047 0.10761596898455383 0.096393402735145628
leaf_count=42 2367 9 38 25 44 19 33 228 23 27 48 34 235 7 173 54 36 77 25 179 42 48 18 261 67 41 80 325 13 15
internal_value=-8.69863e-06 0.00113703 0.00174997 0.0521412 -0.0129191 -0.0601117 0.000546865 -0.0119098 0.0570012 0.000952302 -0.0274916 0.00138651 -0.00345247 -0.0359181 -0.0682893 0.000323381 0.00136165 -0.00492346 0.00337578 -0.0592295 0.0189008 -0.0150196 -0.00713044 0.0114581 -0.0331035 0.000750343 0.0144944 -0.000547909 -0.0327802 -0.0725138
internal_weight=55.4121 14.847 14.2266 0.221691 0.620375 0.137721 0.482654 0.395407 0.0872465 14.0049 0.210574 13.7943 0.360993 0.106684 0.0734227 13.0704 11.919 2.89261 9.02642 0.198872 1.30566 0.0965549 0.164886 0.117818 0.0202478 7.72076 0.666352 7.05441 0.266436 0.15882
internal_count=4633 2266 1428 63 838 63 775 676 99 1365 369 996 448 213 180 969 935 358 577 304 78 125 321 303 76 499 105 394 69 56
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 1 4 0 3 2 2 1 1 1 2 3 2 4 2 2 4 3 4 1 3 3 3 2 0 4
split_gain=0.0035242 0.00810333 0.0102713 0.0115981 0.0059568 0.039133 0.0163313 0.0211648 0.0146135 0.0182533 0.0057613 0.0145165 0.00436183 0.0103447 0.00381548 0.0161764 0.0151393 0.0123595 0.0102023 0.0142915 0.0158508 0.0359125 0.0251472 0.0154114 0.0135283 0.0166842 0.0129452 0.0089245 0.00689973 0.00683719
threshold=-0.63026499999999996 -0.58319500000000002 78.27445846800002 -0.59915999999999991 -0.25105499999999997 62.186725015400008 35.476804824450006 100.01333091085002 -1.0000000180025095e-35 -0.26416999999999996 -0.59915999999999991 78.537927364800012 71.397382570300024 83.116371560950014 -0.16164499999999998 0.092485000000000026 -0.24150999999999997 49.520520114700005 -0.16533 -0.18437499999999998 42.686561923500008 0.080545000000000019 39.788107623550012 68.20618276945001 -0.25420999999999999 -0.53179999999999994 -0.245505 -0.23557500000000001 87.727077254650013 39.117456157700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 -7 -8 9 -3 -4 -12 -9 -14 15 16 29 18 19 20 22 24 23 -18 25 -22 -26 -28 -17 -6
right_child=1 4 10 -5 14 6 7 12 -10 -11 11 -13 13 -15 -16 28 17 -19 -20 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0075943198751022194 -0.019132675522931658 0.066239569836332626 0.086180019498897309 0.030125009587247609 0.0032053430710883772 0.055013127727255841 -0.081950071128080226 0.10022149732216985 0.082408806563171025 -0.10066170058646483 0.10016337682203919 -0.10025545657736397 -0.10027997014425588 0.08183266249090064 -2.9927957734115044e-05 0.081354997090927708 -0.1003183660523832 -0.065223110817701699 -0.058806672864301593 0.080548031523542729 0.018268070450225601 -0.10151989690159476 0.080263595248715403 0.032873331206245228 0.065075402574899119 -0.079348349217726349 -0.050383216994257213 0.018347396095086725 0.021842816706224233 -0.10063008912137186
leaf_weight=0.60588423000021308 0.085355588549163031 0.013718484770834038 0.03048383177237568 0.10864613336739992 0.0092421144627223839 0.013208148380439377 0.094141763433768233 0.006482756230980157 0.040248245983761977 0.012544902147396897 0.0080136670439969748 0.0065825381503437095 0.0057068595638725128 0.0068789126588146843 53.725886453253707 0.037572949659079313 0.015360708867471873 0.023185056983379582 0.020704485131139649 0.029221198743542232 0.036599551393010188 0.033290071408828226 0.063404525020246183 0.019996669545559342 0.052643472678028047 0.033567303038466889 0.022869347382837191 0.10863534417089227 0.040459406658740704 0.020204876133491645
leaf_count=72 33 12 35 35 7 25 171 1 33 36 3 66 27 50 3463 15 111 19 24 18 14 11 83 13 11 30 33 80 27 75
internal_value=-9.5091e-06 7.44659e-05 0.0184444 0.00845294 -6.14087e-06 -0.0175464 -0.0502138 -0.0624906 0.0445445 -0.0134821 0.0614427 0.00977929 0.0335814 -0.000744012 5.61886e-05 0.00821675 0.00146863 0.00592335 0.00970414 0.0131173 0.0080175 -0.00385171 0.0425819 -0.0249907 0.00893314 -0.0284309 0.0231701 0.00639479 0.0504982 -0.0680407
internal_weight=55.3307 54.7249 0.239082 0.194002 54.4858 0.19293 0.126418 0.11321 0.0665116 0.0262634 0.04508 0.0145962 0.0190685 0.0125858 54.2928 0.566957 0.488925 0.459478 0.436293 0.415588 0.386367 0.287605 0.0987619 0.0353574 0.254315 0.0701669 0.184148 0.131505 0.0780324 0.029447
internal_count=4633 4561 172 68 4389 355 274 249 81 48 104 69 78 77 4034 571 529 447 428 404 386 179 207 124 168 44 124 113 42 82
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=31
num_cat=0
split_feature=2 2 4 1 1 2 2 3 0 1 2 4 1 0 2 1 1 0 3 0 4 2 1 2 1 3 1 2 0 0
split_gain=0.00284268 0.00673523 0.00947079 0.0221338 0.0382711 0.00434605 0.0263307 0.0177335 0.0169525 0.0151661 0.0108704 0.0231298 0.0118329 0.00848873 0.0142649 0.00817734 0.0100936 0.00755765 0.0105888 0.00551343 0.00723581 0.00535599 0.0145934 0.0361458 0.0170986 0.0358394 0.0147856 0.0173854 0.0113949 0.00914953
threshold=-0.63026499999999996 -0.58319500000000002 39.852039223600009 75.629015667650023 78.27445846800002 -0.23557500000000001 -0.54488499999999995 0.18642000000000006 86.264556031700025 62.084563606450011 -0.25105499999999997 44.701063782750005 74.927328095600004 89.576736448400013 -0.27494999999999997 71.322105742700003 82.815264250350012 85.216057360850016 -0.20885999999999996 81.446839061900008 38.804629908750009 -0.16164499999999998 69.873026810350026 -0.22386500000000001 75.499969677400017 -0.15148999999999999 66.52858489605002 -0.22754499999999997 86.420486603250012 71.249517373150013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -3 8 17 -10 13 -12 -13 -11 15 -15 -17 18 -8 20 -20 22 23 26 -24 -26 27 28 29 -7
right_child=1 5 3 4 -6 21 7 -9 9 10 11 12 -14 14 -16 16 -18 -19 19 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0068078333734110444 -0.021029598409167585 -0.1003772891177442 0.051332812410174303 -0.10103357744187841 0.061356964530306472 -0.021182413053462388 -0.10045711139976217 0.10034543312634242 0.095516321787931083 -0.062506790052489811 0.064075820621813259 -0.10049252364582661 0.02278754715948687 0.052066395316124885 -0.084143517944687385 -0.10069809202132916 0.074277285810960367 -0.10059695949473707 0.053065870752546131 0.079089541098812194 -0.1003727758715422 -2.6933833523690957e-05 -0.039159644879825296 0.091034797443851234 0.086149599460961124 -0.10024029266435369 0.081040627860209893 -0.10040388349603302 -0.076580801034125248 0.030350153739954411
leaf_weight=0.60816571686565524 0.051216873494111748 0.030300577188794975 0.12496569990253192 0.030335920200741384 0.02782357643430089 0.051230265991598856 0.012123894309328698 0.01590295135974884 0.016972879209788516 0.038142814562888816 0.052428797769948687 0.017126237834418134 0.014275857827669824 0.03312923218254582 0.016113478012876215 0.0092402759252649957 0.0051255037887649743 0.023308961237489711 0.0059900990536226884 0.0084942679099739848 0.0063118795027232721 53.726715469539975 0.095464928783101755 0.063481522729668449 0.036038578611169214 0.014453432744552686 0.022819943864305969 0.017077844621411264 0.015437019010278163 0.10521002501472543
leaf_count=72 62 124 27 17 66 80 50 3 3 13 20 50 10 17 55 21 33 42 8 24 41 3463 34 37 16 64 8 16 12 145
internal_value=-8.72952e-06 6.68819e-05 0.0169837 0.0276153 -0.0233457 -5.92081e-06 -0.0119098 -0.00215095 -0.00844962 0.00503556 -0.00323958 0.0234242 -0.0444476 -0.0252073 -0.00284073 0.0247426 -0.0382694 -0.0570275 -0.0261783 0.017125 -0.0256602 6.11274e-05 0.0112935 0.0248476 -0.0142678 0.0327951 0.00500739 -0.00417507 0.00538629 0.0134745
internal_weight=55.2954 54.6873 0.234342 0.183125 0.0581595 54.4529 0.304988 0.274687 0.258784 0.202555 0.185582 0.0838309 0.0314021 0.101751 0.0636085 0.047495 0.0143658 0.0562291 0.0329201 0.0207962 0.012302 54.1479 0.421214 0.275257 0.145957 0.050492 0.211775 0.188955 0.171877 0.15644
internal_count=4633 4561 172 110 83 4389 514 390 387 222 219 80 60 139 126 71 54 165 123 73 49 3875 412 298 114 80 261 253 237 225
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=31
num_cat=0
split_feature=4 4 0 2 0 0 0 3 3 3 2 2 3 3 4 3 1 1 2 0 0 0 2 3 2 2 2 4 2 2
split_gain=0.00254841 0.022701 0.0482906 0.0352812 0.0109063 0.0217932 0.0422145 0.0190595 0.0294125 0.0163458 0.041417 0.0140813 0.023689 0.0206258 0.0157826 0.0136308 0.0107684 0.0097215 0.0285033 0.0429563 0.0121506 0.011501 0.00973617 0.0197854 0.00832306 0.0138836 0.00799193 0.0761203 0.0459436 0.053721
threshold=38.474425342400004 38.804629908750009 87.842680954300008 -0.038374999999999999 93.843319501450011 94.770837556450019 95.050437202000012 0.10336500000000003 0.11458500000000002 -0.061414999999999997 -0.077085000000000001 -0.077085000000000001 0.099465000000000012 0.088350000000000026 37.765550062200006 -0.11223 63.910026677050006 61.821094709650005 0.17437500000000003 82.605564516150011 76.535026057600007 73.921844754800006 -0.23381499999999997 -0.23921499999999998 -0.23265499999999997 -0.23353499999999996 0.075080000000000022 40.040404835300002 0.12616000000000002 0.17437500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 -6 -7 9 -9 10 15 12 13 14 -11 24 -13 18 19 20 21 22 23 -3 25 -1 -19 -28 -29 -30
right_child=1 17 3 -5 5 6 -8 8 -10 11 -12 16 -14 -15 -16 -17 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.10031750352018245 0.033143417201770463 -0.10065705547733823 -0.016425460273718516 -0.094017171851689452 -0.018055266473892075 0.057800966294557457 -0.00052778162937014916 0.055771888919385976 -0.0059762851936027098 -0.02018530016500274 0.075621023194632486 0.003892777399204897 -0.028947090547872589 0.073038734407748385 0.04640716602266981 0.043636373607590984 -0.010826636311493713 0.0002523235011161116 0.066533183998921885 -0.063547556491367244 0.040228962485005786 -0.10025769021875919 0.015505743119720739 0.06191769705659942 -0.10053370386621208 0.098813161764376961 -0.071328702278215195 -0.069434206210463298 0.07613364256430645 -8.8799814375104924e-05
leaf_weight=0.0072451472723020771 0.097323646725270829 0.022854062784864126 0.13356458317369402 0.10441412271291028 0.67150534124181183 0.12876544710707127 3.4087812647054947 0.18190627811418369 0.13394100698496914 0.071747814549809941 0.095101804472506157 1.4799480252400501 0.070936167729087174 0.094864554631044484 0.070621327605294937 0.016183922747250001 0.74833303391665129 46.106953634155282 0.038217487708607223 0.15743021906455112 0.068634984797469656 0.013150742115385583 0.089066276901334507 0.011132116013834015 0.024727450794663319 0.0067756588541676432 0.16395473455727305 0.082882274695355695 0.10371411120024732 0.85252899166533069
leaf_count=38 11 29 41 18 49 18 551 25 26 35 19 39 8 35 9 38 36 2784 10 58 54 38 165 30 80 3 85 100 31 170
internal_value=-8.08296e-06 -0.000271183 -0.0262001 -0.0504691 0.00174482 -0.00153967 0.00159536 0.00634943 0.0295864 0.00361749 0.0356897 0.00172038 0.0217558 0.0369166 0.0128475 -0.0334417 -0.00105051 -8.8959e-05 -0.0156036 -0.0242686 0.00591951 -0.0113696 -0.00187001 -0.047406 -0.0656348 -0.00408613 4.23748e-05 -0.00800372 0.00198779 0.00817829
internal_weight=55.2572 48.0458 0.335302 0.237979 7.21138 4.20905 3.53755 3.00233 0.315847 2.68648 0.150034 2.53645 0.30817 0.237234 0.142369 0.0549322 2.22828 47.7105 0.400486 0.362268 0.204838 0.136203 0.123052 0.0339862 0.0387483 0.0140208 47.31 1.20308 1.03913 0.956243
internal_count=4633 3624 70 59 1009 618 569 391 51 340 178 162 87 79 44 159 75 3554 384 374 316 262 224 59 121 41 3170 386 301 201
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=31
num_cat=0
split_feature=2 2 3 0 4 2 2 3 3 0 4 2 0 2 4 1 3 3 3 0 0 1 1 1 1 2 0 0 4 4
split_gain=0.00288228 0.0397397 0.121013 0.019091 0.0692677 0.069026 0.0671643 0.026443 0.0356615 0.0219755 0.0185753 0.0628226 0.0126649 0.0127101 0.0516409 0.0132258 0.0400631 0.0383336 0.101305 0.0452696 0.089316 0.0304864 0.030068 0.0204474 0.0772129 0.0568245 0.0653773 0.0311094 0.0756847 0.0494161
threshold=-0.06828999999999999 -0.05953 0.10020000000000003 86.345209775600011 41.289992964000007 -0.031989999999999998 -1.0000000180025095e-35 0.10307000000000002 0.093325000000000033 86.393602021950016 41.873095646600007 -0.011849999999999999 71.096275259750016 -0.072755 39.354247760400007 75.28220456885002 0.10821500000000002 0.088260000000000019 0.087245000000000031 98.51854819030001 97.491557184450016 78.381996793250025 78.473404369650012 70.128430332750014 70.816675614150014 -0.10040499999999999 94.770837556450019 90.321439350550008 38.396531328800009 43.321682097200004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 4 7 -6 10 8 -3 -5 -7 -12 -1 15 -15 23 17 18 19 20 -17 -21 -23 27 25 26 -25 -14 -29 -30
right_child=1 3 -4 9 5 6 -8 -9 -10 -11 11 -13 13 14 -16 16 -18 -19 -20 21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.10060161539787882 -0.0051960769153919706 -0.005323458435698895 0.092818983186313722 0.019532688898703146 -0.10321157204056 0.067800711035973765 -0.090898134370966693 -0.017106110756601876 0.022649898227296905 0.00072466714125283529 -0.10045984073870394 0.096840577988275889 -0.0005217216171783212 0.0049507378106431587 -0.045558706639826134 -0.082246324918000935 0.064778973862334596 -0.0033491822526963903 0.095088467221178419 -0.09168578843558188 0.096158274783824049 0.10082056625711447 -0.017472260359179616 -0.07612710469512618 -0.0036486908796359214 -0.10132472209274918 0.064676486209635897 -0.044087331014335748 0.045357470744460428 -0.025991202445052819
leaf_weight=0.012667963781128999 0.38520666765262745 1.3357377250389206 0.18716925715489197 0.64192284288583579 0.14087442001027772 0.065947489789323632 0.070069470066482009 0.81511995513210411 0.69174613174982358 19.272828284492579 0.034287023500951364 0.030489162658341229 23.745189674114513 0.59242913123833929 0.3074738292480248 0.038456440874940268 0.11342529263459367 1.7968356297260699 0.15625515215586461 0.050156756774697442 0.10381986687548306 0.023731429129838943 0.22725946840198685 0.071307633742321741 3.2305815578388959 0.1467366082922007 0.061345003251460639 0.15509595267212617 0.57149130952893756 0.11693500096316711
leaf_count=94 45 85 25 9 24 6 154 31 30 1142 48 4 1124 28 37 72 66 251 28 36 10 1 631 27 380 56 19 38 67 65
internal_value=-7.58286e-06 0.000826323 0.0268552 0.000181346 -0.00700818 -0.0495501 -0.0119017 -0.00189485 0.00422062 0.00133092 0.0304414 -0.00759354 -0.000633819 -0.000593627 -0.012307 -0.000249249 0.0067058 0.00395724 0.0258497 0.00145111 0.0479366 -0.0205108 -0.00628756 -0.000870515 -0.00801041 -0.058445 -0.0110127 0.000148685 0.0190207 0.0332383
internal_weight=55.1926 23.6714 0.572376 23.099 3.18427 0.341668 0.200793 2.8426 2.02748 19.9148 0.130724 0.0647762 31.5212 31.5085 0.899903 30.6086 2.50994 2.39651 0.599679 0.443424 0.142276 0.301148 0.250991 28.0987 3.50997 0.279389 0.132653 24.5887 0.843522 0.688426
internal_count=4633 1603 70 1533 382 236 212 146 115 1151 58 52 3030 2936 65 2871 1095 1029 778 750 82 668 632 1776 482 102 46 1294 170 132
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=31
num_cat=0
split_feature=4 4 1 3 1 1 1 0 4 2 2 1 3 0 4 0 1 1 4 3 0 2 2 0 2 4 1 1 1 0
split_gain=0.00308612 0.0136792 0.0211526 0.0146948 0.0304568 0.0349054 0.0229102 0.0196549 0.0187434 0.0218309 0.014258 0.0108745 0.043975 0.00998999 0.00985535 0.0142636 0.0117471 0.0638917 0.0197196 0.016496 0.0160038 0.0156573 0.0370871 0.040251 0.0216409 0.019684 0.01799 0.010503 0.0240339 0.0109979
threshold=40.518963363600001 40.165165956550005 61.998532946250002 -0.11595499999999999 68.20618276945001 71.322105742700003 75.424692849750016 98.51854819030001 39.525197829750006 0.20852500000000004 -0.025719999999999996 61.821094709650005 0.090665000000000009 87.028078140750011 40.806664626150003 92.464140480550014 74.927328095600004 75.629015667650023 42.844429421150004 0.12001500000000002 96.870523356300012 -0.18437499999999998 -0.50748499999999985 94.75470680765001 -0.14008999999999996 43.426369480700011 62.095317438950012 61.923256118600001 61.944763783650011 86.208098410950015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 -6 -7 -8 9 -1 13 12 -2 -4 15 -13 20 18 -18 -19 21 22 -16 25 26 -24 -23 29 -29 -26
right_child=11 2 10 -5 5 6 7 -9 -10 -11 -12 14 -14 -15 16 -17 17 19 -20 -21 -22 24 23 -25 27 -27 -28 28 -30 -31
leaf_value=-0.070506935879747532 0.0076614460974009013 0.021096982903333922 9.8328658962133406e-05 -2.5733279012765523e-06 0.069694903365731573 -0.10088455098859808 0.093033727004353528 -0.047523171068234032 -0.10146527783221314 0.06222155918886816 -0.0063461014763332574 -0.0010073289960121771 -0.078605917274215009 0.013258321161128612 -0.085310469741334632 -0.012230646061502764 0.09039024489405173 0.0013731518009490041 0.024653964930948725 0.042762221904611278 -0.016605757932460729 -0.0019910347392008945 0.041887567086985329 -0.1011915015712459 0.016044674410382275 -0.025165815853143886 0.021258387206920668 -0.018138709788084555 -0.00047140409608990429 0.0003792335582392339
leaf_weight=0.032186647892538889 0.18023145808589092 0.76370963709996331 1.063459822147707 14.978500203528819 0.053723572695162147 0.031443290236467192 0.01743235083995387 0.023174331637787482 0.05945584184701147 0.020149938180111349 1.1578763885678069 3.8343299708557188 0.087912376720851171 1.2606172178031725 0.072125493270505103 1.6069300750213953 0.10777656761638477 3.3929961149204417 0.079144971752029392 0.099108743565693547 0.59822809452441461 0.54246128350498313 0.11321236919322331 0.034869070511092559 0.7522551858491856 0.071384360459035179 0.86117595846735639 0.79891426175277303 21.265136038131345 1.1085854822304098
leaf_count=100 312 22 16 1246 12 17 3 131 13 8 38 111 39 63 97 57 26 962 19 24 108 3 43 27 32 69 51 30 933 21
internal_value=-6.09762e-06 0.00100648 0.00602549 -0.000393944 -0.0250698 0.00868701 -0.0368031 0.0128176 -0.0630483 -0.0194056 0.00271981 -0.000559548 -0.0206218 0.00723652 -0.00040732 -0.00432183 0.000305114 0.0055967 0.0625567 0.00254781 -0.000437415 -5.98849e-05 -0.0231 -0.00265512 0.000205362 0.0159577 0.0122732 -0.000502642 -0.00111112 0.00671208
internal_weight=55.0685 19.4617 4.24566 15.2161 0.237566 0.125774 0.07205 0.0406067 0.111792 0.0523366 3.48195 35.6068 0.268144 2.32408 35.3386 5.44126 29.8974 3.67903 0.186922 3.4921 26.2183 25.6201 0.291591 0.219466 25.3285 0.184597 1.40364 23.9249 22.0641 1.86084
internal_count=4633 1669 139 1530 284 163 151 134 121 108 117 2964 351 79 2613 168 2445 1031 45 986 1414 1306 236 139 1070 112 54 1016 963 53
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=31
num_cat=0
split_feature=3 3 1 3 2 4 4 3 4 3 0 0 3 3 3 3 3 4 4 3 3 0 0 3 2 3 2 3 4 4
split_gain=0.00343144 0.0498741 0.0377329 0.0093394 0.0154143 0.0429994 0.0260188 0.00932326 0.00898269 0.00829417 0.00489434 0.0196765 0.0188771 0.0105183 0.0838512 0.0481585 0.0331835 0.0119876 0.0427696 0.0185142 0.0117863 0.00991416 0.0209461 0.0103929 0.00900005 0.00834057 0.0591208 0.0103437 0.0081692 0.0381192
threshold=0.11636500000000001 0.11296500000000002 67.254468591300011 0.12376500000000003 -0.0098449999999999979 38.396531328800009 41.641174900500005 0.11071500000000002 41.289992964000007 0.42293500000000012 85.823648898300021 85.866664228400012 0.10336500000000003 0.089345000000000022 0.08759500000000002 0.085910000000000028 0.08574500000000003 40.806664626150003 39.788107623550012 -0.08138999999999999 0.092185000000000031 85.990333302400003 86.103248543850015 0.094385000000000011 -0.072755 0.10646500000000002 -0.072755 0.10526500000000003 43.022303514600004 43.084051236300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -2 8 -6 -7 10 9 -5 12 -12 13 14 15 16 17 18 19 -1 -15 23 -23 -13 -22 27 -27 28 -24 -30
right_child=3 2 -4 4 5 6 -8 -9 -10 -11 11 21 -14 20 -16 -17 -18 -19 -20 -21 24 22 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.02958369737338214 -0.012842084842717004 0.078042855007898662 0.004355303307363668 -0.018090163777203801 -0.0032543444291273727 0.075647248623579355 0.004884475509575905 -0.011210663117967964 6.5958832355897078e-05 -0.0035046480280394431 -0.032983618248498707 -0.01722287234454687 0.028091411669681512 -0.014695984907750374 0.08696796781444957 -0.084997145200366331 0.071325950204149197 0.00047066563445180202 0.096171006154239014 -0.086333545477296478 0.0051392277520219756 0.015529915654566344 -0.00059128893732750612 -0.0021993794043047368 -0.008576470550346809 -0.0088084521566742912 0.045931132398992713 -0.01330571283323926 0.05113931934632774 0.0021461326537425525
leaf_weight=0.027678921207536789 0.72296023667698506 0.14408570112573116 0.13422954917189145 0.60446069685916293 0.50806228874314729 0.14027681975494488 0.082532530669595872 0.72427487124363565 3.7774084170750939 1.0982563689399041 0.18168141890782763 0.63960948371277426 0.28513155881773844 0.61055226074350377 0.12320613889061593 0.061606807925613682 0.072195068583823629 1.9076165541309962 0.055628518693083606 0.027436923478087238 1.571353704227477 0.89079882571303315 31.767395573190225 1.6440063823392845 0.68784254994022798 0.58600819667420589 0.29745611625548951 0.5934283064282998 0.16414224619438655 4.8868135432564408
leaf_count=144 67 16 29 43 12 32 25 45 49 40 20 48 31 70 27 30 13 474 66 38 53 50 2011 23 44 28 38 25 13 1029
internal_value=-5.38014e-06 0.000294518 0.0425039 -0.00208506 -0.000832937 0.0128084 0.0494355 4.8785e-05 -0.00265225 -0.00868247 0.000221994 -0.00014615 0.00304574 0.00165777 0.00673552 0.0021424 0.00471033 0.00232754 0.034313 -0.0281204 -0.00236829 -2.28668e-06 0.000370971 -0.00640725 0.0009633 1.83534e-05 0.00962197 -0.000208432 2.66615e-06 0.00373828
internal_weight=55.0181 48.0842 0.278315 6.93396 6.211 0.730872 0.222809 47.8059 5.48013 1.70272 47.0816 41.6513 5.43025 5.14512 2.27537 2.15216 2.09056 2.01836 0.110744 0.0551158 2.86975 41.4697 39.186 2.28362 2.2592 38.2952 0.883464 37.4118 36.8184 5.05096
internal_count=4633 4365 45 268 201 69 57 4320 132 83 4275 3285 990 959 792 765 735 722 248 182 167 3265 3194 71 97 3144 66 3078 3053 1042
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=31
num_cat=0
split_feature=3 3 0 0 2 4 2 0 2 2 2 4 4 4 4 0 0 2 3 4 3 1 0 2 2 1 2 0 0 0
split_gain=0.00313994 0.0082919 0.0368094 0.0498205 0.0315485 0.00818287 0.0627387 0.0359197 0.00785111 0.097844 0.0787287 0.0252488 0.0565396 0.0269367 0.0233632 0.0191866 0.0424069 0.0124053 0.0140306 0.0148048 0.0073481 0.00704977 0.03642 0.0102721 0.0390717 0.0338866 0.0136136 0.0132682 0.0130894 0.0389879
threshold=0.10249000000000003 0.096480000000000024 86.692020874450009 85.823648898300021 -0.075639999999999999 41.243661560350013 -0.066979999999999998 88.350799540950007 -0.036264999999999999 -0.059424999999999999 -0.053874999999999999 41.037275035300006 40.467253020850002 40.250747516500006 38.110427674550003 86.208098410950015 100.19345760555002 -0.02903 0.10685000000000001 39.955516828000007 0.09557000000000003 61.917879202350001 87.028078140750011 -0.082275000000000001 -0.036264999999999999 61.076391807500009 -0.013285 67.058211147750015 85.431134011250023 84.546631286350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 4 -3 -4 7 -7 9 11 -11 12 13 14 -2 -13 -17 -10 -19 -20 21 22 23 28 -25 26 -26 -28 29 -1
right_child=8 2 5 -5 -6 6 -8 -9 17 10 -12 15 -14 -15 -16 16 -18 18 19 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0059900750755941612 0.0014398924583829704 0.03534876662334082 0.0026902323658987894 0.061630824458869332 -0.035224143411964413 -0.10159731959474237 0.048457821162681873 -0.016063230210487632 0.0084945579395156196 -0.0074083244541687373 -0.089016855743750511 0.0012194123067198002 -0.031629895685814945 0.018480576280799809 -0.020964693442847369 0.045598784667023565 0.00059197524141782129 -0.01424274603066554 0.013075413580107871 -0.0023849101446303937 -0.010492828499913601 0.00044909089070540719 -0.079086136199031251 -0.077537360494332103 0.098591627740989951 0.089575191605772875 0.099417287100968699 -0.10048412555948172 -0.0052099127305654976 0.079602326634713449
leaf_weight=0.17407558787945543 1.6004748074298931 0.12226406705667614 2.9435245546836089 0.25088454771321267 0.13144226262966574 0.073428366384177934 0.10831082046206564 0.14816703729263025 1.7206009975500363 0.24039447330869734 0.23258313255905694 2.273431784298737 0.70387141676860654 0.61847738283904607 0.65629063669123855 0.34995245320897073 0.52108289400415231 0.72433201070474584 0.79330875411555757 2.8253380595867483 0.65842215064117127 35.761066498277771 0.066095201847929164 0.077224744096838549 0.0054038040507293763 0.038150203286932083 0.003822210821229243 0.025287098511354245 1.0690270988830546 0.076651951036183164
leaf_count=286 110 24 154 20 22 15 20 43 15 24 24 48 25 12 59 36 19 31 63 105 53 3190 15 14 5 11 4 152 20 14
internal_value=-1.90242e-06 0.000424027 0.00489178 0.0300326 -0.00121423 0.0010164 -0.0139181 -0.044406 -0.00134242 -0.00357596 -0.0475387 -0.000483352 -0.00622723 -8.55648e-06 -0.00507559 0.00605448 0.0186742 0.00130846 -0.00153853 0.00100443 -2.06882e-05 0.000164183 -0.00647017 -0.00320436 -0.0280121 0.0246221 -0.0471759 -0.074236 -0.000386883 0.0201771
internal_weight=54.9934 41.7332 3.77802 0.504591 0.253706 3.27343 0.329906 0.221595 13.2601 7.19656 0.472978 6.72358 3.57911 2.87524 2.25677 3.14447 0.871035 6.06358 4.34298 3.61865 37.9552 37.2968 1.53574 1.46964 0.149888 0.0726633 0.0345131 0.0291093 1.31975 0.250728
internal_count=4633 4062 298 66 46 232 78 58 571 357 48 309 206 181 169 103 55 214 199 168 3764 3711 521 506 186 172 161 156 320 300
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=31
num_cat=0
split_feature=4 1 0 3 0 2 2 4 3 1 2 0 0 1 2 2 2 3 3 2 2 3 0 3 0 3 3 1 0 0
split_gain=0.00356713 0.0128542 0.0234248 0.0174624 0.0387484 0.0162816 0.0132003 0.0861684 0.0446029 0.0216363 0.0354044 0.0661272 0.0203918 0.0653056 0.0178612 0.0605788 0.0194294 0.0181967 0.0701878 0.0324048 0.0204976 0.0142238 0.0138737 0.0115432 0.0302473 0.0565402 0.0107564 0.0104935 0.0100996 0.0101761
threshold=40.542362378300005 62.057679025150001 86.538778761000017 0.093325000000000033 85.882794977150013 -0.09715 0.075080000000000022 38.474425342400004 -0.08138999999999999 70.940344688150006 -0.033594999999999993 93.308316333500017 96.324766355850002 71.658163008950012 -0.072755 -0.087660000000000002 -0.040509999999999997 0.088260000000000019 0.094235000000000027 -0.117885 -0.13509999999999997 -1.0000000180025095e-35 93.972365491700018 0.078295000000000017 86.264556031700025 -0.11595499999999999 0.11458500000000002 61.821094709650005 85.216057360850016 85.121961326250016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 23 -5 -3 9 22 -9 10 14 -12 13 21 15 17 -16 19 -19 20 -4 -11 -8 24 25 27 -10 -1 29 -27
right_child=-2 2 6 4 -6 -7 7 8 26 12 11 -13 -14 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0030343279887197249 -0.00061156443392658964 -0.0014566760874936578 -0.02494436821300999 0.0019392223647543836 0.022845196097233123 -0.024579850970925951 0.026338833569887421 0.03606600995054287 -0.097871609435837698 -0.029444368895325479 -0.0023357941701496986 0.078297242564198913 0.00045784900383921473 -0.0029535463462247525 0.022746153087771327 -0.060321304289404215 0.0021313574189353009 0.055521430997846871 -0.0046882590273135726 -0.054630376833903538 0.057791881649831983 -0.10151532078908826 -0.0025958932539823214 -0.0054172751607536405 0.10025334582628626 -0.050262966883925578 -0.038040588141772656 -0.1013748977660478 0.09732797620538014 0.10024964297316599
leaf_weight=0.012601318145439522 34.942057941866935 0.5703079260393471 0.058874671127796319 2.7708506756243878 1.3037061092909423 0.6533679774684058 0.19475049998436622 0.035965506527304569 0.1470865052313427 0.038607596160773028 0.21469920531671682 0.19325886887963861 6.8075276055733402 0.59059334831181332 0.81897859554737817 0.16643917159098021 1.0349637239705769 0.25196688360301756 0.83595814705404337 0.13249373630969818 0.060937227448448539 0.094194736457950401 1.1113743361044188 1.7013975523314426 0.038267382886260748 0.011671624377220136 0.037762448075227439 0.0407677277396985 0.037173965213924021 0.0073023117147386065
leaf_count=71 2944 36 37 70 24 36 31 22 92 10 27 14 624 39 37 40 12 27 49 20 10 54 128 67 6 63 9 26 7 1
internal_value=-2.21374e-06 0.00106378 -0.000583436 0.00497069 0.00862835 -0.013803 0.000677749 -0.00804909 -0.0658243 0.00185704 0.00804286 0.0358619 -0.00123843 -0.0172013 0.0046658 -0.00342116 0.0112379 0.0036451 0.0092565 -0.0205509 0.0171359 -0.0805632 0.00171844 -0.00308873 0.0237191 -0.00302343 -0.0856488 -0.0767221 0.0670278 0.00766334
internal_weight=54.9159 19.9738 14.0501 5.92374 4.07456 1.22368 12.8264 1.52694 0.220814 11.2995 3.76857 0.407958 7.53092 0.723396 3.36061 1.50667 1.85394 1.34023 1.08793 0.252306 0.119812 0.132802 1.30612 1.84918 0.147784 0.109517 0.184849 0.053369 0.0561479 0.0189739
internal_count=4633 1689 1354 335 94 72 1282 282 123 1000 273 41 727 103 232 183 49 143 76 67 47 64 159 241 174 168 101 97 71 64
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=31
num_cat=0
split_feature=1 3 3 3 0 2 1 4 2 1 1 1 0 4 4 2 4 3 0 0 4 3 3 0 0 2 3 4 4 1
split_gain=0.00341127 0.0128521 0.0623278 0.031355 0.03048 0.0140985 0.026631 0.0207882 0.0127906 0.0121753 0.00894048 0.00783826 0.00613983 0.0224388 0.0290041 0.0239031 0.0317156 0.023864 0.0151548 0.0578761 0.013259 0.0232487 0.0168668 0.00925515 0.0243025 0.019204 0.0459644 0.157659 0.0234231 0.00987941
threshold=61.923256118600001 0.08919500000000001 0.08376500000000002 0.08079500000000002 85.866664228400012 -0.06828999999999999 61.740440965750004 38.983591653800012 -0.054875 61.93938686740001 61.821094709650005 55.782817748650011 85.823648898300021 41.972095654800007 41.444941515100005 -0.084259999999999988 43.477771593600004 0.08326500000000002 85.769879735700016 85.705356740550016 41.16018805045001 0.11458500000000002 -0.14423499999999997 86.09518316945001 86.135510041400025 -0.031989999999999998 0.10876000000000002 40.040404835300002 42.720329370750001 61.993156030000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 11 -7 10 -2 -3 -1 13 14 18 16 -15 -18 19 20 21 22 -11 25 -25 26 27 -14 -29 -26
right_child=9 8 4 -5 -6 7 -8 -9 -10 12 -12 -13 23 15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 29 -27 -28 28 -30 -31
leaf_value=-0.068917147647725885 -0.012478854282020637 -0.0062808573595617215 -0.015751535807809046 0.093474903958591635 -0.10270838425404064 -0.10083731150056162 -0.10065401257019513 0.086078505052966645 0.015654650061591134 0.025508416960618431 0.0045762726906712339 0.010718226358655077 0.0033387593715107616 -0.090490400537736104 0.024835648536009187 -0.0016862033427336841 -0.045908151496096068 0.050961174636036582 -0.0034485207962278541 0.073122560017148661 0.0067820310359077221 0.035899253494883633 -0.10290374096146696 0.018154626383150269 -0.0065675747795739831 0.0062648673027395465 -0.0010157462821324033 -0.10305264591384196 -0.043241975333221577 0.0001270173124857195
leaf_weight=0.013425387608601791 0.80157091922793355 1.0381442510416721 0.074036016423633555 0.042819994439923903 0.088486721040681005 0.0072023709071801214 0.028147954796535757 0.034222263749730142 0.78517200049111568 0.013367803347414497 2.8152351350727258 0.15570386464235586 0.56061499938368831 0.079397933554446687 0.74166678807500819 0.60787922450822363 0.063076525504584424 0.042611767265952949 1.5854571377858517 0.13499431015225127 0.56225593705312349 0.030112889595329762 0.043558565318370657 0.72950864722952147 2.3403065119637096 1.1062965031651391 2.0492551589850336 0.21990684659976978 0.093238190049305558 37.948478523275739
leaf_count=68 51 81 39 20 7 3 20 123 55 19 37 189 8 72 29 79 28 66 10 7 10 2 118 33 40 22 13 39 25 3320
internal_value=-1.94426e-06 0.00246576 -0.0137868 0.0146793 -0.0630958 0.00054444 -0.0105921 0.05358 0.00402161 -0.000254034 0.00165124 0.00439681 -5.38571e-05 0.00375025 0.00757737 -0.0112665 -0.0427311 -0.00685205 0.002176 0.0135461 0.0011596 -0.0351602 -0.0727492 -0.000383568 6.56764e-05 -0.00495686 -0.00920404 -0.0284083 -0.0852442 -0.00026186
internal_weight=54.8362 5.0826 0.444045 0.281522 0.162523 0.238702 0.197277 0.0414246 4.63855 49.7536 3.85338 0.169129 48.952 3.90438 3.11141 0.792965 0.185086 0.105688 2.36975 0.78429 0.649295 0.0870393 0.0569264 45.0476 41.0183 4.02931 2.92302 0.87376 0.313145 40.2888
internal_count=4633 642 469 423 46 403 277 126 173 3991 118 257 3940 440 195 245 166 94 166 156 149 139 137 3500 3393 107 85 72 64 3360
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=31
num_cat=0
split_feature=1 3 3 0 3 2 1 1 2 1 0 1 1 4 3 4 4 2 0 3 0 2 0 0 2 3 2 4 1 0
split_gain=0.00277324 0.0108178 0.0536673 0.0359771 0.0282133 0.0123294 0.0241963 0.0185884 0.0105334 0.00981157 0.00940731 0.00724843 0.00661708 0.0057445 0.00589859 0.012845 0.00646079 0.00792798 0.00551569 0.0672505 0.012403 0.0153366 0.00763991 0.019926 0.015755 0.0390233 0.145679 0.0118253 0.00797033 0.0131377
threshold=61.923256118600001 0.08919500000000001 0.08376500000000002 85.57362229215002 0.08079500000000002 -0.06828999999999999 61.740440965750004 61.740440965750004 -0.054875 61.93938686740001 67.058211147750015 61.821094709650005 55.782817748650011 48.96897326980001 -0.15148999999999999 38.060777288450005 48.393869453650005 -0.22147500000000001 85.662341410450011 0.087795000000000026 85.823648898300021 -0.076544999999999988 86.09518316945001 86.135510041400025 -0.031989999999999998 0.10876000000000002 -0.098419999999999994 41.037275035300006 61.993156030000002 86.420486603250012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 12 10 11 -2 -7 -3 -1 14 16 -16 17 -14 19 -11 21 -20 24 -24 25 26 -22 -28 29 -25
right_child=9 8 3 -5 -6 7 -8 -9 -10 18 -12 -13 13 -15 15 -17 -18 -19 20 -21 22 -23 23 28 -26 -27 27 -29 -30 -31
leaf_value=-0.065056513274062935 -0.011181914060972837 -0.0056425482370942174 -0.004814818038197219 -0.10232898329656992 0.09208404914106183 0.09907874249646012 -0.1005915203132713 0.10016752529892947 0.014258744870658105 0.0023634317855889125 -0.10055195667340472 0.0041309583650751885 -0.10015657491883956 -0.013902079515593246 0.065418330099746805 -0.060269590002309185 0.06664542870488703 0.039215992542049903 0.0017754945594304385 -0.093911245250789047 0.0025395862181810214 0.017255136230718896 0.016531424315159506 -0.013296416447757363 0.0056630758172435784 -0.00091355009968427923 -0.06137824314219173 -0.10307750053057924 0.0001143229786713082 0.0016626171595843144
leaf_weight=0.012831850765731789 0.80490198230471222 1.0399266348043741 0.066672532113898342 0.087473281964776106 0.03930162251344882 0.0031834716864936894 0.025484340747206957 0.026030148495920002 0.77632192138696599 0.62451425559254303 0.0091315749832633353 2.8072859586682171 0.0059039919483606642 0.062142593872238194 0.013872101667825154 0.019647266267597274 0.040745207574218512 0.013220929948147719 2.2770947776625694 0.082093141435713335 0.57143903990800038 0.89027635753518453 0.72146679274737735 1.185587777406915 1.1017247112413304 2.0505739800719311 0.11715380009263776 0.16211252550419886 37.94603198029926 1.1630317821400238
leaf_count=68 51 81 35 11 20 4 20 6 55 257 116 37 66 30 31 39 13 10 63 87 29 33 33 21 22 13 11 32 3320 19
internal_value=-4.10129e-06 0.00222881 -0.0130266 -0.0601513 0.0137292 0.000466697 -0.00978202 0.0522775 0.00363322 -0.000230959 -0.0489469 0.00148912 0.00396332 0.00965766 0.0253346 -0.00825323 0.0441394 -0.00380926 -5.06791e-05 -0.00882169 7.79391e-05 0.00612647 -0.000347612 5.93568e-05 -0.00451755 -0.00838352 -0.0263894 -0.0855844 -0.000235572 -0.00588873
internal_weight=54.7472 5.04918 0.425641 0.154146 0.271495 0.232193 0.193848 0.0383452 4.62353 49.698 0.012315 3.84721 0.168364 0.155532 0.0933895 0.0335194 0.0598701 0.0191249 48.8931 0.706607 48.1865 3.16737 45.0191 41.0161 4.003 2.90128 0.850705 0.279266 40.2947 2.34862
internal_count=4633 642 469 46 423 403 277 126 173 3991 120 118 257 189 159 70 89 76 3940 344 3596 96 3500 3393 107 85 72 43 3360 40
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=31
num_cat=0
split_feature=4 4 1 3 2 3 3 3 3 1 1 1 0 3 4 2 1 4 3 1 0 2 0 0 4 2 3 3 2 0
split_gain=0.00268202 0.0118211 0.0186472 0.0228134 0.0151101 0.0796919 0.0158395 0.0546443 0.0145778 0.0284225 0.0237067 0.0218081 0.0156174 0.013294 0.00891334 0.00934785 0.00931399 0.0088715 0.0138885 0.00746428 0.0401571 0.00860134 0.00951947 0.00833998 0.010417 0.009214 0.0120649 0.00930558 0.010551 0.00717117
threshold=40.542362378300005 40.165165956550005 72.04530097975001 0.11071500000000002 1.0000000180025095e-35 -0.222165 0.093955000000000025 0.082685000000000022 -0.13578999999999999 68.20618276945001 71.322105742700003 75.424692849750016 98.51854819030001 -0.245505 39.525197829750006 0.20852500000000004 58.793890854750011 40.003678352300007 0.09557000000000003 61.821094709650005 85.431134011250023 -0.013285 67.058211147750015 76.535026057600007 42.498713093000006 -0.23381499999999997 -0.23921499999999998 -0.10978499999999999 -0.23371499999999998 85.823648898300021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -3 7 -7 9 14 -11 -12 -13 -14 15 16 -1 29 -19 20 21 23 -23 25 -25 26 -2 -27 -29 -10
right_child=19 2 -4 -5 -6 6 -8 -9 17 10 11 12 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.029285122882969996 -0.10056224991020708 0.0026432713172475598 -0.0032829414512641169 0.0018902851733358401 0.0065574972696962833 0.098142128220478783 0.083580565320299102 -0.02324382401605115 -0.0052633108820427377 0.061477061061823761 -0.10079828458892733 0.09157636125591119 -0.10018467168001693 0.064323896843684031 -0.10113914416969445 0.034545375397974122 -0.10039756865320811 -0.01862776965149587 -0.00016138240577875533 -0.00041035280373564889 -0.10183113523737895 0.098844736796228364 -0.10042876628202313 -0.006643019066857804 0.072159162088497361 0.030237988438384013 0.023597322343451948 0.032002208978751778 -0.10022712958490897 0.0017093194298176723
leaf_weight=0.0073824743683389418 0.020469843898383466 0.51612192380707689 1.6639411156578274 1.6708397651891571 0.5768924558578874 0.077736530029141715 0.19469616140122525 0.070919380261329934 1.6943085843441732 0.045624970080098137 0.027194494058363716 0.016004858538508415 0.01330143759332536 0.0077885817685547911 0.044901337692408561 0.012713629519566894 0.022169592689431639 0.63164587571489583 1.146573910349616 34.585250103078316 0.046283039853847185 0.0028870126629955131 0.014131165691118275 0.031219468870631317 0.036257419294329907 0.060255671392951626 0.012671012699298601 0.01066867884946987 0.013892363062808499 11.396339938970167
leaf_count=42 35 7 59 21 17 30 13 12 196 11 16 3 101 20 13 6 53 62 14 2595 14 4 139 35 19 19 33 16 35 993
internal_value=-5.93986e-06 0.000922202 0.00526007 0.00983494 0.0190765 0.0274794 0.0648128 0.0402324 -0.000451532 -0.0274702 0.00634848 -0.0327752 0.0170929 -0.0394314 -0.0701144 -0.0371549 -0.0680012 -9.34085e-05 -0.00672087 -0.000534494 -0.0177956 0.0014159 -0.0666234 0.00766018 0.0356998 -0.00837972 -0.0530913 0.00909066 -0.0427901 0.000806859
internal_weight=54.6711 19.8371 4.77115 3.10721 1.43637 0.859474 0.343352 0.148656 15.0659 0.197081 0.109914 0.0642894 0.0370949 0.02109 0.087167 0.0422657 0.0295521 14.8689 1.77822 34.834 0.248736 0.202453 0.0170182 0.185434 0.0674769 0.117958 0.0331409 0.0848167 0.024561 13.0906
internal_count=4633 1689 159 100 79 62 55 42 1530 265 151 140 124 121 114 101 95 1265 76 2944 349 335 143 192 54 138 68 70 51 1189
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=31
num_cat=0
split_feature=1 2 3 0 2 0 0 3 1 1 3 0 3 3 2 2 2 0 0 2 0 2 0 0 4 0 3 0 3 0
split_gain=0.00263947 0.0101831 0.0342912 0.00913398 0.0140952 0.00909913 0.0472243 0.0136541 0.00852563 0.00836386 0.00835021 0.00860082 0.0202416 0.0386952 0.0473734 0.0184777 0.0172313 0.00714551 0.00891338 0.00611551 0.00572318 0.00789335 0.0073175 0.00873769 0.00658544 0.00487558 0.00483878 0.0044756 0.0601376 0.0104411
threshold=61.923256118600001 -0.098419999999999994 0.099855000000000027 86.474255765850003 -0.091149999999999995 85.931187223550012 85.823648898300021 0.096915000000000015 61.93938686740001 55.782817748650011 0.10385500000000002 85.431134011250023 0.10249000000000003 0.099855000000000027 -0.082275000000000001 -0.017745 -0.013285 85.121961326250016 67.058211147750015 -0.23557500000000001 71.249517373150013 -0.11963999999999998 76.535026057600007 71.340924949550015 48.823707093150006 73.921844754800006 -0.11223 85.662341410450011 0.087795000000000026 85.769879735700016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 7 9 -2 -1 11 12 13 14 -6 -16 -17 18 -18 26 24 22 23 -22 -21 -25 -11 28 -10 -29
right_child=8 3 -4 -5 10 -7 -8 -9 27 19 -12 -13 -14 -15 15 16 17 -19 -20 20 21 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-0.069635777145381425 -0.010426729746681285 0.016217579309838245 -0.064841864865916449 0.015167421349021944 0.083401516504704468 -0.0051960365442328396 0.10090258559942505 -0.1011403801739395 0.002185360983213579 -0.10029918254215933 -0.011487170156315422 -0.020548076511194852 0.00056735607929112009 0.096744451041432103 -0.10155658945378516 0.1001671918301891 0.098564072603243472 0.10003237474674596 -0.10024914598173001 0.022265881659310108 0.03891050345617067 -0.022378014126113736 0.071895657716100916 0.012678756892176381 -0.057871810631828294 -0.10012603206171662 -0.00093549962471074159 0.0085328107682570951 -0.092454945747970724 -0.00019784137790436652
leaf_weight=0.015306185896515667 0.80597406579830178 0.5953166236868136 0.089816948398947605 0.70850105490535487 0.042351409010735197 1.0361762130845589 0.052112797275185585 0.013883582607377321 0.62378485761697433 0.0088344298172451374 0.57464251984083592 0.14889600741298625 1.4022445887094364 0.066481922165621654 0.035268232629278473 0.011681650765240748 0.0026193544936177196 0.0027476028772070995 0.016212760523785841 0.020012389519203033 0.042539092057750416 0.02807260659028632 0.038169036178373972 0.0070209152494840063 0.02103055068323556 0.0084344333261565652 0.011007328350600254 1.4111695082610811 0.075240592676038887 46.713872555887981
leaf_count=75 51 10 29 26 7 20 2 4 257 24 20 22 9 9 17 3 4 3 152 48 14 14 19 14 13 51 33 65 87 3531
internal_value=-5.00733e-06 0.00218507 -0.0050788 0.00498918 0.00250121 -0.000958009 0.0155246 -0.00523637 -0.00022562 0.00140691 -0.0010442 0.00242758 0.0045933 0.0364227 0.000255017 -0.0511297 0.00233984 -0.0506166 -0.0725963 0.00728087 0.0135784 0.024274 0.0378929 0.015514 -0.018797 -0.0488821 -0.0451766 -5.72231e-05 -0.00800138 5.81673e-05
internal_weight=54.6294 4.99938 1.39242 3.60696 2.89846 1.3026 0.266423 0.214311 49.63 0.200427 2.30315 1.7285 1.57961 0.177363 0.110881 0.0685296 0.0332614 0.0215797 0.0188321 0.185121 0.165279 0.124236 0.0961635 0.0579944 0.0410429 0.0154553 0.0198418 48.8241 0.699025 48.125
internal_count=4633 642 360 282 256 331 311 309 3991 305 246 226 204 195 186 179 162 159 156 230 173 112 98 79 61 65 57 3940 344 3596
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=31
num_cat=0
split_feature=4 3 3 0 3 2 2 2 4 1 4 1 2 3 3 0 0 0 2 3 3 0 2 3 4 3 4 4 3 0
split_gain=0.00277331 0.0153731 0.0233146 0.0138622 0.0428496 0.0324244 0.0414031 0.0222496 0.0463997 0.0143444 0.0212843 0.0265734 0.0409079 0.0139338 0.0691515 0.0397638 0.0890068 0.0216246 0.0210103 0.0420347 0.0237871 0.0882198 0.0209802 0.0295238 0.0209326 0.0203283 0.0167223 0.0193083 0.0159292 0.0170567
threshold=42.081757894750005 -0.25587999999999994 -0.55393499999999996 86.135510041400025 0.08846500000000003 -0.011849999999999999 -0.09715 -0.082654999999999992 42.477827694800006 62.009286778800011 42.320906304050006 62.095317438950012 -0.064729999999999996 0.08759500000000002 0.087245000000000031 86.866770652900016 86.393602021950016 87.525442894850016 -0.11334499999999999 0.084065000000000015 0.08376500000000002 96.741477366050006 -0.13006999999999999 0.080545000000000019 45.458122212500008 0.084805000000000019 43.022303514600004 42.498713093000006 0.077440000000000023 97.789976036950009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -6 -3 -9 -5 11 -11 -13 14 15 16 -12 -15 19 22 26 25 23 24 -17 -22 27 -20 -28 -30
right_child=1 3 -4 9 5 -7 -8 8 -10 10 13 12 -14 17 -16 18 -18 -19 20 -21 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0004237217717220109 0.018757335807891906 0.00011697667888398379 -0.086240752902259951 0.0072623438475390286 -0.0085534513913638633 0.036443926068872368 -0.10109978748764242 0.083099639350849103 -0.093890899755674773 0.023133273427804121 -0.013397645711091852 -0.010555927270198818 -0.10530252635233349 -0.015936844377088234 0.073225054175874146 0.047514780353705537 0.10150398604338698 -0.00068774035954688624 0.0037768705322231465 0.087585759056913751 -0.031493800724311662 -0.00042349608102619762 0.078738826134685858 -0.10155219993401815 -0.029586947527922566 -0.10177276977038148 -0.0032541641895480374 -0.022086331064178247 0.023409315026158926 1.0201511721872751e-06
leaf_weight=40.122832556117572 0.035941435507325536 1.3599340180176742 0.051379220109025847 2.3411944790656198 0.079985946162196342 0.037777847842136114 0.12218592551505481 0.019252223012919845 0.0642238802546089 0.069421548731042004 0.15009815664961923 0.11163942608988009 0.077001155987659331 1.2270998407475415 0.13660824499356738 0.067138644315543339 0.12238840875215828 3.840297973254577 0.58039227378322278 0.078391943754070326 0.061363700298897927 0.63813441812639837 0.029791781882523127 0.030408021710869093 0.074049069081809193 0.12499156307785597 1.091017271471401 0.57425873069627897 0.71589586767367996 0.55076364681167433
leaf_count=2575 40 245 89 39 34 25 74 14 100 5 7 42 19 35 13 113 67 337 12 18 16 53 62 29 327 44 82 34 29 54
internal_value=-4.22814e-06 -0.00119143 -0.0430232 -0.000937338 -0.00946408 -0.048595 -0.0644854 -0.00295904 -0.0530713 0.000193547 -0.00140525 -0.0297639 -0.0492305 -0.000680175 0.00305076 0.00108998 0.0382109 -0.0043804 -0.00110101 0.0254593 -0.00281449 -0.0181004 0.00127595 -0.0121729 0.00707705 -0.0786311 0.000773744 -0.00908604 0.00560248 0.013231
internal_weight=54.5859 14.463 0.0873207 14.3757 1.68336 0.23995 0.202172 1.44341 0.0834761 12.6923 10.3512 0.258062 0.188641 10.0931 5.02569 4.88908 0.272487 5.0674 4.6166 0.279779 4.33682 0.82449 0.201388 0.171596 0.141188 0.186355 3.51233 1.15465 2.35768 1.26666
internal_count=4633 2058 129 1929 492 133 108 359 114 1437 1398 66 61 1332 960 947 74 372 873 549 324 113 531 469 440 60 211 46 165 83
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=31
num_cat=0
split_feature=3 3 1 3 2 4 4 0 2 1 3 1 3 2 2 3 4 4 0 1 3 4 3 0 2 3 4 0 4 2
split_gain=0.00253996 0.0414405 0.0337704 0.00960445 0.0103281 0.038465 0.023225 0.00491536 0.0246818 0.0685166 0.0455844 0.00501109 0.0038324 0.00305237 0.0149988 0.0362134 0.00790855 0.0141502 0.0198906 0.00451127 0.0427497 0.0175277 0.0149385 0.0136969 0.0740726 0.051718 0.0729961 0.0412904 0.0208203 0.00850063
threshold=0.11636500000000001 0.11296500000000002 67.254468591300011 0.12376500000000003 -0.0098449999999999979 38.396531328800009 41.641174900500005 85.799452775150016 -0.07490999999999999 61.928633034850002 0.23724500000000004 63.565904036300005 0.11071500000000002 0.22387500000000005 0.26056000000000007 0.08079500000000002 38.238138001450004 40.330620469300008 93.910530954700008 80.538140213850014 0.10602000000000002 38.983591653800012 0.076835000000000028 100.01333091085002 0.19977000000000003 0.090850000000000028 42.431220712750012 101.61296349840002 40.94178426300001 -0.081844999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 -2 7 -6 -7 -5 9 -9 -11 -12 13 19 15 -15 -16 18 -18 23 21 22 -21 -1 25 26 27 -25 -29 -27
right_child=3 2 -4 4 5 6 -8 8 -10 10 11 -13 -14 14 16 -17 17 -19 -20 20 -22 -23 -24 24 -26 29 -28 28 -30 -31
leaf_value=0.00020497341337139894 -0.012789907376422298 0.076232970697085914 0.0042606485562469449 0.00398486101819204 -0.0042607341994391245 0.072779972509068411 0.0049160031733978269 0.0029787768526593223 5.7891557433240211e-05 -0.10629105663632275 -0.047033044854932357 -0.012960207653644282 -0.0071355687569403456 0.0072983461317421387 0.0076502649895641558 -0.10193315949019516 -0.0039575165469898366 -0.0023671835917896495 -0.093189832081884347 0.092737854215150212 0.089344406730281378 0.0013800740129238948 -0.043848822588817352 -0.046979196125431583 0.08825089808663672 -0.04817292478563158 -0.10080000776128216 0.08882782533775524 0.0019765687953782083 -0.10325990681270679
leaf_weight=41.816163546717512 0.71268680131604245 0.12953144104903813 0.13125413549147424 1.095303404592413 0.50530348479986109 0.13000968348569586 0.082384235601239197 0.50995803624391445 3.5825579956099332 0.11621018417358475 0.07034335017669946 0.11170920868742173 0.73352886165876086 0.074080961859582017 0.55798901080852237 0.051416457269681359 0.057342344416611013 0.57840809410117799 0.044263658626398694 0.03673187283826207 0.057622171237288078 2.8817691255988365 0.010239596056103473 0.053532718055920081 0.056846871273592114 0.041285996232772959 0.061083577817100831 0.07891419440634273 0.042448952053746325 0.08713118127116104
leaf_count=2694 67 16 29 24 12 32 25 2 32 25 9 40 45 31 82 39 25 69 34 78 18 779 184 25 4 34 95 45 10 29
internal_value=-4.86481e-06 0.000255418 0.0400091 -0.00179547 -0.000532436 0.0107485 0.0464566 -0.00200822 -0.00350323 -0.0192884 -0.05736 -0.0261256 3.6335e-05 0.000149258 -0.0045124 -0.0374539 -0.00117309 -0.00841314 -0.0428307 0.000289808 0.00404596 0.00236774 0.0629625 2.4232e-05 -0.0179177 -0.0344803 -0.00668901 0.0261799 0.05845 -0.0855495
internal_weight=54.4981 47.5816 0.260786 6.91647 6.20378 0.717697 0.212394 5.48608 4.39078 0.808221 0.298263 0.182053 47.3208 46.5873 1.3635 0.125497 1.238 0.680014 0.101606 45.2238 2.98636 2.92874 0.0469715 42.2374 0.421243 0.364397 0.235979 0.174896 0.121363 0.128417
internal_count=4633 4365 45 268 201 69 57 132 108 76 74 49 4320 4275 280 70 210 128 59 3995 1059 1041 262 2936 242 238 175 80 55 63
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=31
num_cat=0
split_feature=2 2 4 1 1 3 3 1 4 2 2 3 0 1 2 4 0 2 4 0 3 0 0 2 3 0 3 3 3 1
split_gain=0.00236123 0.00629925 0.00961902 0.019175 0.0341416 0.0156989 0.0132093 0.00873306 0.00763539 0.00275479 0.0250113 0.0167167 0.0142384 0.0102134 0.0112956 0.0184775 0.015868 0.0146192 0.0107077 0.00767813 0.00931369 0.00682362 0.0139331 0.00630201 0.0117029 0.0216625 0.0107531 0.0131896 0.0201673 0.0196135
threshold=-0.63026499999999996 -0.58319500000000002 39.852039223600009 75.629015667650023 78.27445846800002 0.10052500000000002 0.094235000000000027 77.443724905700023 41.559097512700014 -0.23557500000000001 -0.54488499999999995 0.18642000000000006 86.264556031700025 62.186725015400008 -0.25224999999999992 44.701063782750005 89.576736448400013 -0.27494999999999997 45.458122212500008 85.216057360850016 -0.20885999999999996 91.886121982450007 100.01333091085002 -0.16164499999999998 0.08376500000000002 94.109476856350014 0.077935000000000018 0.076130000000000017 -0.15544999999999998 75.499969677400017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 -2 -6 10 -3 12 19 -14 16 -16 -15 21 -17 20 -12 -18 -23 24 26 -26 27 28 29 -11
right_child=1 9 3 4 8 -7 -8 -9 -10 23 11 -13 13 14 15 18 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0062277239424260635 -0.10044598387127267 -0.10033247237073797 0.05127545600817697 -0.10091802720115456 -0.027302531040339386 -0.10111530049524096 0.097581551808066685 0.027735523558467146 0.091661261582377168 0.00087440355684782745 -0.10040368977823191 0.1003353766291705 0.063360938082374071 -0.10151484291790927 0.059015869361501584 0.024386873615110969 0.064206209952735377 -0.10023719999666048 -0.10035102313306694 -0.10054695574478308 0.021831481535081378 -0.10065967310842505 0.05475037693291375 -4.4739466379252031e-05 0.090488152728207039 -0.0098421464049942217 -0.04306536179167561 0.07999799578237915 -0.072049414093484296 0.085656961218970984
leaf_weight=0.60306853094839041 0.009760633292912213 0.027570839368584288 0.11583505086309742 0.026791838958160952 0.0074720883138184027 0.016573343144045793 0.01285175402722416 0.011670116256610186 0.01940950910910999 0.15707998976779169 0.0095039648973811452 0.015581023879349232 0.026587788335746154 0.022404913692298578 0.050912895978690642 0.012832977672587731 0.021738673123763874 0.012019635209867374 0.01483963427284607 0.020919195600527019 0.018114206670492128 0.01029747457096164 0.013117680966332257 52.950533215649394 0.04760604992526396 0.0392734956681835 0.042678111831524035 0.025103314279242284 0.030455508826859545 0.033022373723269993
leaf_count=72 8 124 27 17 30 10 10 34 36 116 50 3 5 10 28 9 10 40 59 42 73 13 48 3463 23 28 42 19 168 16
internal_value=-5.20023e-06 6.45216e-05 0.0169372 0.0283809 -0.0210288 -0.0212063 0.0174245 -0.0306447 0.0585937 -4.84357e-06 -0.00996165 4.99961e-05 -0.00664791 0.00601483 -0.00362521 0.023267 -0.0301819 -0.00222829 -0.0425047 -0.0548471 -0.0202321 0.023861 -0.0135956 4.67726e-05 0.0129609 0.0451343 0.00326668 0.0113158 0.00349861 0.0156018
internal_weight=54.4256 53.8226 0.220364 0.169508 0.0536734 0.0508558 0.0342825 0.0214307 0.0268816 53.6022 0.276441 0.24887 0.233289 0.184752 0.158164 0.0785855 0.0795784 0.0571735 0.0276726 0.0485374 0.0276182 0.0451538 0.0234152 53.3258 0.375219 0.0868795 0.288339 0.245661 0.220558 0.190102
internal_count=4633 4561 172 110 83 62 52 42 66 4389 514 390 387 222 217 96 121 111 68 165 123 71 61 3875 412 51 361 319 300 132
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=31
num_cat=0
split_feature=4 3 3 0 3 4 2 2 4 2 2 3 0 3 3 3 1 0 1 1 4 4 1 1 1 0 1 4 2 4
split_gain=0.00228317 0.0132843 0.0212061 0.0115424 0.038851 0.0295856 0.0255637 0.0198952 0.0410992 0.0118587 0.0821312 0.0254179 0.0326533 0.0203004 0.0452031 0.0184553 0.038513 0.154786 0.0902846 0.0203895 0.0159956 0.0562744 0.0317751 0.0365735 0.0223468 0.0244381 0.0160758 0.0154119 0.0818309 0.0582477
threshold=42.081757894750005 -0.25587999999999994 -0.55393499999999996 86.135510041400025 0.08846500000000003 43.564719632750005 -0.031989999999999998 -0.082654999999999992 42.477827694800006 -0.083834999999999993 -0.08725999999999999 0.093635000000000024 97.32487278035002 0.083395000000000011 0.08079500000000002 0.12376500000000003 62.068432857650002 90.321439350550008 62.132955852800002 70.348883899450016 43.663128814500006 43.968221017800005 62.00390986255001 63.910026677050006 72.04530097975001 97.32487278035002 67.923894665750012 43.219899330700009 -0.09715 42.620627117000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -6 -3 -9 10 11 20 -13 14 -11 16 -15 18 -18 -19 27 -22 -23 -24 25 26 -25 28 -5 -30
right_child=1 3 -4 9 5 -7 -8 8 -10 13 -12 12 -14 15 -16 -17 17 19 -20 -21 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00038308550411523965 0.017914879721905235 0.00022152328291764791 -0.084873418518687641 0.0091875217166837771 -0.085326288100433162 0.016503698292211426 0.014747673382528789 0.080227319995050395 -0.092346706938052969 -0.0014141612575858107 0.051190641487707869 -0.10104260341255676 0.013481225641659914 0.0011178993243966778 0.025185617922528731 0.0020104091108155862 -0.022036541056493303 0.047776307629898478 -0.10350051783944632 -0.0042011430114693134 -0.08939342030331103 -0.1019872639648209 0.088688973899923862 0.00483014916893905 0.02059076349284307 0.085586790897888898 -0.10088101364858143 0.016308391872191543 -0.0019306920037393299 -0.10198555699834233
leaf_weight=40.030871558387958 0.034906277734620517 1.3577768562016217 0.0472266323363425 1.2173253108066646 0.14202265598748909 0.055601643724102701 0.03111904870206661 0.018009136934500236 0.059046203900869898 3.2211637804122351 0.34992318399599964 0.05544383227606875 0.045186996957282233 1.6584235148875452 0.79692911157434299 2.0691252284527764 0.26065758449840348 0.08053691857958245 0.28457108684960986 1.1996911906509522 0.084366844967007526 0.026070115587629061 0.052243273938074708 0.020534034765660181 0.1323597446345417 0.011976957544277411 0.048044469185470007 0.76657103796605941 0.10887595408166473 0.12496679745163419
leaf_count=2575 40 245 89 91 84 21 28 14 100 192 25 33 40 35 34 26 24 23 39 215 95 6 7 20 328 28 99 36 17 24
internal_value=-4.96986e-06 -0.00108669 -0.0411887 -0.000856012 -0.0086854 -0.0469596 -0.0673398 -0.00258366 -0.0520132 0.000176472 0.00561325 -0.000306862 -0.0496171 -0.00155258 0.00386151 -0.00547016 -0.00991297 -0.0199345 -0.064555 -0.000931332 0.00160656 -0.0174773 0.00335629 0.0137136 -0.00468325 -0.0462107 -0.0692286 0.00483859 -0.00122027 -0.0554005
internal_weight=54.3916 14.3607 0.0821329 14.2786 1.66358 0.228743 0.173142 1.43483 0.0770553 12.615 3.04389 2.69397 0.100631 9.5711 4.01809 5.55301 3.48388 1.82546 0.545229 1.28023 2.59333 0.375595 0.291229 0.265158 0.212915 0.0805555 0.0685785 2.21774 1.45117 0.233843
internal_count=4633 2058 129 1929 492 133 112 359 114 1437 849 824 73 588 226 362 336 301 63 238 751 583 488 482 475 147 119 168 132 41
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=31
num_cat=0
split_feature=3 3 1 3 2 4 4 0 2 1 3 1 0 3 0 0 4 3 2 2 2 0 3 0 3 4 4 0 2 0
split_gain=0.00233165 0.0341509 0.0300891 0.00773506 0.00856825 0.0323401 0.0208335 0.00416847 0.0207599 0.0606283 0.0426294 0.00497691 0.00379451 0.015236 0.0108911 0.0234848 0.0225225 0.0401286 0.00779107 0.0709246 0.045767 0.0289012 0.00901102 0.0376796 0.0101575 0.00729447 0.11631 0.0377919 0.0132283 0.0498921
threshold=0.11636500000000001 0.11296500000000002 67.254468591300011 0.12376500000000003 -0.0098449999999999979 38.396531328800009 41.641174900500005 85.799452775150016 -0.07490999999999999 61.928633034850002 0.23724500000000004 63.565904036300005 85.823648898300021 0.10336500000000003 85.990333302400003 86.103248543850015 40.518963363600001 0.10876000000000002 -0.072755 -0.054875 -0.040509999999999997 85.57362229215002 0.10249000000000003 84.226704768850013 0.099855000000000027 41.362929270750008 41.641174900500005 85.769879735700016 -0.088039999999999993 85.431134011250023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 -2 7 -6 -7 -5 9 -9 -11 -12 13 18 16 -16 -14 -18 25 -20 -21 22 23 24 -22 -1 -27 28 29 -28
right_child=3 2 -4 4 5 6 -8 8 -10 10 11 -13 14 -15 15 -17 17 -19 19 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00040684729926552762 -0.011579327428425726 0.073065881672833094 0.0038593525413200998 0.0035941536518460182 -0.0038585100920315121 0.069134137136132409 0.0042176131362504435 0.0026531473631116243 -7.4100872578285586e-05 -0.10574248446436295 -0.046873613354848929 -0.012334470778541433 0.008446199762035143 0.025310031251855311 0.016600438505951595 -0.00023856122178724326 -0.031292337353544364 -0.00011519094021376025 -0.10445313745249218 0.096601227660793626 -0.058536857881729 -0.073666785134583246 -0.0038302913567823944 0.096029328131625361 0.066221168828302507 0.10110171673002305 0.0078157680563753287 0.063855906257481818 0.0015085631081529131 -0.080199033428115962
leaf_weight=2.5081820495970675 0.71447374879034864 0.12045933141780452 0.13129752751035539 1.0913728096893462 0.50654725099513331 0.12346735675237142 0.082450641996729246 0.50885678082704489 3.5794485138737859 0.10469363691012723 0.066835779929533601 0.11101617185810864 0.68758795294888786 0.279105251819601 0.84638894438324896 38.619795871474622 0.70354180437243463 0.99912899732589722 0.069276802116291947 0.047264557539733687 0.035233357130736276 0.056476594167804706 0.53032224217895418 0.043978406767564593 0.0080096472356672166 0.12454644633180567 0.18723931422837559 0.089339591795578488 1.1921700332168264 0.098174279070121884
leaf_count=305 67 16 29 24 12 32 25 2 32 25 9 40 22 35 50 3185 65 4 15 9 196 24 4 16 5 6 245 12 57 65
internal_value=-9.75061e-06 0.000240204 0.0369729 -0.00172872 -0.000588903 0.00972544 0.0431412 -0.00193425 -0.00331466 -0.0179715 -0.0551158 -0.0253141 4.39695e-05 0.00257299 -0.00027441 0.000122567 -0.00682899 -0.0129976 0.0013013 -0.00780575 0.00147688 -0.00519356 0.00106857 0.0308545 -0.0354287 0.00301565 0.00809067 0.000697712 -0.00312104 -0.0224589
internal_weight=54.2667 47.3775 0.251757 6.88916 6.17469 0.712465 0.205918 5.46222 4.37085 0.791402 0.282546 0.177852 47.1258 5.26932 41.8564 39.4662 2.39026 1.70267 4.99021 0.790562 0.721285 0.67402 0.617544 0.0872214 0.043243 4.19965 1.69147 1.56692 1.47758 0.285414
internal_count=4633 4365 45 268 201 69 57 132 108 76 74 49 4320 994 3326 3235 91 69 959 269 254 245 221 217 201 690 385 379 367 310
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=31
num_cat=0
split_feature=2 2 3 3 2 4 0 3 4 3 2 2 1 2 4 0 4 1 0 1 3 3 3 0 0 1 1 4 3 0
split_gain=0.00225574 0.0394939 0.0976751 0.0143801 0.0121463 0.0494976 0.010901 0.0631179 0.108398 0.0270987 0.0527871 0.0350916 0.0194517 0.0176355 0.0167011 0.0109313 0.0109069 0.0307627 0.0791719 0.0103044 0.0316251 0.0274869 0.086591 0.0394045 0.0733473 0.026608 0.0260405 0.0192251 0.0315583 0.0155112
threshold=-0.06828999999999999 -0.05953 0.10020000000000003 0.08919500000000001 -0.072755 39.354247760400007 86.345209775600011 0.10487000000000003 39.571921479100006 -0.041994999999999998 -0.047144999999999999 -0.017745 62.084563606450011 -1.0000000180025095e-35 40.767054867700004 87.842680954300008 40.986363433950011 62.020040611300011 85.990333302400003 75.28220456885002 0.10821500000000002 0.088260000000000019 0.087245000000000031 98.51854819030001 97.491557184450016 78.381996793250025 78.473404369650012 44.908704241950012 -0.098985000000000004 93.501885318850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 19 -6 7 9 -9 10 -3 -12 13 -8 -13 -14 -11 18 -18 29 21 22 23 24 -21 -25 -27 28 -28 -1
right_child=1 6 -4 -5 5 -7 12 8 -10 16 11 14 15 -15 -16 -17 17 -19 -20 20 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.00014900981384004778 -0.022666174708970085 0.10037489471437414 0.092750309324981184 0.017217408826996072 0.0041558417663765772 -0.047072051530199222 0.021523818589325547 0.039804917507757921 -0.10207378976238918 0.0053645858270520898 -0.10192916564712305 -0.084860875051328943 -0.0092646972083797619 0.003335503180402836 0.060148283229963878 0.00049960174182439479 -0.086100815321931881 0.0025945171051288919 0.044657551547529879 -0.076756260353698563 0.060627480629056811 -0.0023457723087882115 0.093376582049193177 -0.091036970700573636 0.094986840594720109 0.10071094881972516 0.022114096587030837 0.016539766321927437 -0.082164757551713999 -0.0068208918605427334
leaf_weight=23.905417590747749 0.16472915851798831 0.021877570077776909 0.160855712258126 0.20035047191163358 0.58934344706713204 0.27738765116231434 0.80100727209355715 0.081019207136705407 0.16058222934316291 1.8391166882558283 0.088858490292636816 0.01161728275474222 1.2345119049859956 1.5938405850902224 0.025108558499304212 16.090330906081753 0.13687539467429122 0.62849160366486956 0.069979913532733917 0.034357787984720001 0.10156620028764685 1.7923211625859718 0.13321080329183133 0.044396775732707283 0.090023104477495508 0.020605849102139473 0.046505224774965104 0.096794279209277079 0.077195048019165213 3.6851568354118873
leaf_count=1354 27 2 25 18 28 37 35 7 50 77 20 4 30 20 120 1066 59 39 4 72 66 251 28 36 10 1 98 223 310 516
internal_value=-7.90942e-06 0.00073478 0.0278269 -0.000778635 -0.000568255 -0.0122391 0.000109377 -0.00544027 -0.0544958 -0.00124034 -0.0429733 -0.0679455 0.000971535 0.00941897 0.0142783 -0.00019617 0.00106069 -0.00841485 -0.0418648 -0.000231382 0.00600173 0.00362608 0.0233346 0.000570865 0.0475462 -0.0198946 -0.00679427 -0.0168409 -0.042961 -0.000781931
internal_weight=54.2034 23.3092 0.525935 0.36508 30.8943 0.866731 22.7832 3.06353 0.241601 2.82193 0.147462 0.125584 19.7197 2.39485 0.0367258 17.3248 2.67446 0.835347 0.206855 30.0276 2.43698 2.33541 0.543089 0.409878 0.124381 0.285497 0.2411 0.220495 0.1237 27.5906
internal_count=4633 1603 70 45 3030 65 1533 382 57 325 146 144 1151 55 124 1096 179 102 63 2965 1095 1029 778 750 82 668 632 631 408 1870
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=31
num_cat=0
split_feature=4 4 3 3 3 2 4 4 1 3 1 4 2 1 3 3 2 4 1 0 3 2 0 3 3 3 0 0 3 3
split_gain=0.00229408 0.0496654 0.00913382 0.0582949 0.0316087 0.0240988 0.0199448 0.0244218 0.0186502 0.0145508 0.00982369 0.0283597 0.00975197 0.0105029 0.0325794 0.00910604 0.0127259 0.0360283 0.0323553 0.0223432 0.0118172 0.00951756 0.00846714 0.00597096 0.0170714 0.00961644 0.0153874 0.00479335 0.0361473 0.0324819
threshold=43.426369480700011 43.521589032450009 0.087935000000000027 0.085910000000000028 0.096915000000000015 -0.10040499999999999 43.663128814500006 43.847983878700006 62.132955852800002 0.092015000000000027 65.036490633650018 47.74983977685001 0.17437500000000003 61.93938686740001 1.0000000180025095e-35 0.08376500000000002 -0.082404999999999992 45.044778924400006 73.007768990450018 100.35207663525001 0.079745000000000024 -0.10040499999999999 85.732241321850012 -0.53179999999999994 -0.25098999999999999 -0.225495 71.144667506050013 102.75018128760001 0.090850000000000028 0.088075000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 -2 3 6 8 -5 -3 -8 -4 10 -10 -12 13 14 23 16 17 18 22 -20 -18 -17 -15 -9 -25 -26 -27 -1 29 -29
right_child=1 2 4 5 -6 -7 7 12 9 -11 11 -13 -14 15 -16 21 20 -19 19 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-6.1025607725165269e-05 0.061309251748386785 0.055270079286835333 0.090261666741972668 -0.0050417626031615892 -0.0021446902829260449 -0.10186093376489021 -0.07456927259964706 0.037310611361278653 0.10032249496316628 -0.029173366180501953 -0.10033297051486677 0.065888282987433919 0.041269038112547229 -0.03901337110097669 0.092050823062303624 0.081118425090859828 -0.0075961493737558838 -0.0031802723908721888 0.094136936950699135 -0.1002847833321984 0.0129502393734666 -0.0015138107761756166 -0.097169460876570801 -0.10044134469513717 0.036944950720919446 0.074487519031559701 -0.10023396503839593 -0.0099038242429645758 -0.10025393428530871 0.069637288603835654
leaf_weight=50.165916052390969 0.1378312483795362 0.064767132237520619 0.062847376218996831 0.03759674724017259 0.54112545471332396 0.081301385503792178 0.044253711287203124 0.023764924125657672 0.023946265690028667 0.036956544258146096 0.013794587565442384 0.040107678476488218 0.057045912896953044 0.03534480117378036 0.048807928829774028 0.026205988410282544 0.53680323394303042 0.6477518470896797 0.020409236516570672 0.0083207951884105569 0.58497433037990731 0.029777171470982355 0.085826004548835044 0.019801791894899168 0.038473571819650942 0.007398161173662098 0.015816491187791826 0.56403957827187101 0.040427274900479815 0.056481385630067216
leaf_count=2550 32 32 11 31 50 30 21 19 3 26 79 18 33 18 23 7 61 451 11 64 30 34 78 40 9 34 39 490 231 78
internal_value=-7.29375e-06 0.00255965 -2.47574e-05 -0.00297067 0.00987084 -0.0712458 0.000565652 -0.00102261 0.0464699 0.0224971 0.0470262 0.0233492 0.000465928 -0.000627134 0.0245205 -0.0025884 -0.00374792 -0.0134041 -0.0575832 0.0378285 0.00311819 0.0371667 -0.0802057 -0.00679407 -0.0196563 0.00627551 -0.0445529 -0.000172494 -0.00863295 -0.00266379
internal_weight=54.0979 3.27105 3.13322 2.41444 0.718778 0.118898 2.29554 2.23078 0.177652 0.114805 0.0778485 0.0539023 2.18652 2.12948 0.154063 1.97541 1.91943 0.797653 0.149901 0.02873 1.12178 0.0559832 0.121171 0.105255 0.08149 0.0616882 0.0232147 50.8269 0.660948 0.620521
internal_count=4633 1284 1252 1065 187 61 1004 972 137 126 100 97 951 918 164 754 713 622 171 75 91 41 96 141 122 82 73 3349 799 568
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 1 0 1 4 1 2 2 0 3 4 4 0 0 4 1 4 0 0 4 3 4 3 2 0
split_gain=0.00228178 0.0115063 0.0183651 0.0693166 0.0533908 0.0416711 0.0148182 0.0265692 0.0127762 0.0126271 0.00752158 0.0555988 0.0394352 0.0389312 0.0464698 0.0533973 0.0323083 0.0175582 0.0170466 0.0142876 0.0132228 0.0297736 0.00937974 0.00698894 0.00947801 0.0092212 0.00898048 0.00685239 0.0280591 0.0148536
threshold=0.067985000000000018 0.048475000000000011 0.0041150000000000015 62.132955852800002 86.345209775600011 62.025417527550012 72.327589083450007 89.711159354950013 80.909147435850016 38.396531328800009 80.677940036650014 -0.047144999999999999 -0.078504999999999991 100.01333091085002 0.10020000000000003 42.320906304050006 40.00488309970001 100.01333091085002 100.19345760555002 40.94178426300001 81.339300736700025 44.749265482150008 100.35207663525001 114.09278614000002 47.74983977685001 -0.38221499999999997 50.189067467950004 -1.0000000180025095e-35 0.12419000000000002 93.047535894850014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 -4 7 -3 -8 -5 13 12 17 -1 15 16 18 -12 -15 -18 -13 -22 -17 24 -19 -25 -26 28 -2 -30
right_child=27 6 3 9 -6 -7 8 -9 -10 -11 11 20 -14 14 -16 22 19 23 -20 -21 21 -23 -24 25 26 -27 -28 -29 29 -31
leaf_value=5.7757189057219982e-05 -0.10163424258893494 0.0021309668352988273 -0.10123360042076138 -0.017419234215319209 0.093061945835723497 0.064721558009659855 -0.0077324692487942262 0.02747990155247761 0.010862431400434436 -0.096576207319231402 0.10024515021463878 0.099379886639483092 -0.10157527355127183 0.024356857740198058 -0.099669247298856248 -0.0043862110882429695 0.067671467002205804 0.0006183314306719539 -0.10084697947002448 0.0054185440910358811 -0.10024168286300605 0.08619563347322548 -0.10065942883544521 0.098775620575768441 0.079466705202284424 -0.069661278434117221 -0.0079123649481271253 -0.0011667376500736416 0.024919281435089091 -0.037982427598322543
leaf_weight=42.18887853560809 0.034758867502334811 1.0231600531988192 0.03974474134371675 0.025350242015775848 0.060175996040925384 0.024431320410712942 1.0207099660785841 0.69390873645897966 0.57915459304672556 0.098282318836439231 0.018665114458826793 0.073913698084651647 0.036837535858940562 0.01668337709270673 0.08125064449995989 0.01205982274774442 0.075470965122804046 0.61449186953673252 0.031230510222183483 0.072075947296070808 0.012460104850724463 0.027406400884501636 0.062915111954538361 0.003754665360247599 0.030701586019858951 0.024191933862466319 0.019066788648046895 6.892021966600919 0.08735062731345522 0.06583588632712889
leaf_count=2509 26 79 49 12 7 3 30 18 56 91 7 4 59 4 33 8 20 364 52 23 97 6 100 2 27 249 89 469 26 114
internal_value=-6.95896e-06 0.000245314 -0.000186154 -0.0273222 0.0253942 -0.0380558 0.00592333 0.0123751 -0.00100107 -0.0803455 -3.11077e-05 0.00921962 -0.000690398 -0.000218444 -0.033352 -0.0134275 0.014093 0.00453748 -0.0572516 0.0372612 0.0743436 0.0279255 -0.0851737 0.00195675 0.00401778 -0.0470315 0.0459909 -0.00168048 -0.0205197 -0.00211436
internal_weight=54.0469 46.967 43.65 0.247985 0.124352 0.0641761 3.31693 1.71707 1.59986 0.123633 43.4021 0.86149 0.747709 42.5406 0.351686 0.270436 0.195461 0.710872 0.0479139 0.147547 0.11378 0.0398665 0.0749749 0.692207 0.66426 0.0279466 0.0497684 7.07997 0.187945 0.153187
internal_count=4633 3998 3815 162 59 52 183 97 86 103 3653 904 797 2749 240 207 99 738 56 43 107 103 108 731 480 251 116 635 166 140
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=31
num_cat=0
split_feature=2 4 4 4 3 3 1 1 2 1 3 4 1 3 3 3 3 3 2 3 2 0 0 4 2 3 4 2 2 1
split_gain=0.00215985 0.013409 0.0637734 0.0335396 0.0158536 0.0789769 0.0137836 0.0159517 0.012321 0.0501158 0.025848 0.0228917 0.0116071 0.0114057 0.0100032 0.0291962 0.020248 0.00949492 0.00870492 0.00810127 0.00745557 0.00545612 0.0258607 0.00886074 0.0213754 0.012492 0.00811609 0.0153625 0.0133949 0.00923315
threshold=-0.14008999999999996 41.32819714970001 41.257948413050009 41.11191809080001 0.08574500000000003 0.088145000000000015 75.629015667650023 83.116371560950014 -0.245055 62.245871094250013 0.093635000000000024 40.300545846000013 83.602982482550019 0.084565000000000015 0.094235000000000027 0.098950000000000024 0.10052500000000002 0.098510000000000028 -0.59915999999999991 0.085175000000000015 -0.21563499999999999 86.420486603250012 85.990333302400003 48.109449608500007 -0.22386500000000001 -0.25098999999999999 46.095286511800005 -0.21563499999999999 -0.16533 87.143681840350013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 19 -6 8 13 10 -10 -1 17 -9 18 -7 -16 -17 -12 -8 21 -14 22 23 24 -3 -25 -23 -28 -29 -30
right_child=-2 4 -4 -5 5 14 7 12 9 -11 11 -13 20 -15 15 16 -18 -19 -20 -21 -22 26 -24 25 -26 -27 27 28 29 -31
leaf_value=-0.0023685257713108184 -0.00018513411921626966 -0.10048121780501534 -0.10447765958885216 0.063412498058034686 0.08754708766325392 0.01088854927794976 0.083803559394109439 0.099962613435597161 -0.10196338285403994 -0.0033228162390079672 0.049748576384195331 0.10011004963131161 -0.10015960945578146 -0.10070208320267222 -0.078566605724707306 0.05865739730939086 -0.028738768724479526 -0.012188031826808228 -0.064785511667103002 -0.039886744977728483 0.052948024310463582 0.0016779000940867824 0.10034620931157315 -0.02965800410865126 0.088115558674173422 0.036329185998911655 -0.1003182439675001 0.095863344392040875 -0.10014536856478723 0.0041713697776891451
leaf_weight=0.57747026642478227 50.029626836427113 0.021514302513282901 0.061676531370224441 0.077310469425213912 0.13670402896673284 0.58370001604841804 0.0068662222288029531 0.010980379600823653 0.056221169328211862 0.61423093956624575 0.046471618519717595 0.049284500368230511 0.0079679779349011159 0.041257270684468494 0.052341698993345176 0.050377562176436186 0.05595190850618259 0.052956181431000005 0.0092597533922572639 0.047617495714177838 0.0052932610554048418 1.1419535437813548 0.031650213492184776 0.044554197566299081 0.0083388918792485223 0.080566604750856641 0.023015688102574483 0.011000376728247385 0.012449515887454576 0.026642996683193587
leaf_count=111 3015 148 11 29 17 38 9 7 191 55 26 8 127 57 38 6 41 27 38 5 56 139 5 26 8 49 78 11 129 128
internal_value=-7.48665e-06 0.00224504 -0.00474981 -0.000795717 0.00710353 0.0176986 -0.0041537 -0.0440963 -0.0018193 -0.0115944 0.00720561 0.0443833 0.0239186 -0.0728292 0.00483635 -0.0174278 0.0126684 0.0167606 -0.0015183 0.000677087 -0.0390463 0.0020551 0.0179747 0.00115202 -0.0478005 0.0128318 -0.000390021 -0.0326909 -0.00161881 -0.0290496
internal_weight=53.9753 3.94563 1.61725 1.55557 2.32838 0.879075 1.47826 0.0816249 1.39663 0.670452 0.726183 0.148712 0.0242416 0.0573832 0.742371 0.158671 0.106329 0.0994278 0.016126 1.4493 0.0132612 1.40169 0.186624 0.154974 0.0298532 0.125121 1.21506 0.0731086 0.0500929 0.0390925
internal_count=4633 1618 752 741 866 140 712 294 418 246 172 61 190 104 123 85 47 53 47 726 183 721 236 231 156 75 485 346 268 257
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=31
num_cat=0
split_feature=0 4 1 1 3 0 0 4 3 4 4 0 3 2 4 4 0 1 1 0 1 1 4 2 2 3 0 4 2 0
split_gain=0.00219561 0.0124021 0.0272245 0.0347007 0.0137747 0.0764751 0.0221279 0.0292237 0.013376 0.0155528 0.0114016 0.0152701 0.00624423 0.0158843 0.00590052 0.0500657 0.033929 0.0517812 0.062214 0.00927008 0.0537341 0.0289701 0.0159319 0.0167648 0.0330885 0.0209243 0.02529 0.00988352 0.0162348 0.0160365
threshold=85.799452775150016 42.720329370750001 61.993156030000002 64.294476189700006 0.089505000000000015 85.705356740550016 85.662341410450011 42.546237522150008 0.092185000000000031 41.16018805045001 41.404176814550006 84.226704768850013 0.083395000000000011 -0.083004999999999982 43.426369480700011 43.521589032450009 85.823648898300021 62.00390986255001 62.025417527550012 86.264556031700025 62.245871094250013 62.334590212600006 43.663128814500006 -0.088880000000000001 -0.156745 0.082500000000000018 92.773313165550022 44.202975721700007 -0.18437499999999998 97.32487278035002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 -4 5 6 7 10 -6 -10 -1 -12 -3 -14 -2 -16 -17 -18 -19 -20 -21 -22 -23 24 27 26 -26 -24 29 -29
right_child=14 2 3 -5 8 -7 -8 -9 9 -11 11 -13 13 -15 15 16 17 18 19 20 21 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0044777072551166466 -0.0004838025434121816 0.00030371760019102883 -0.10064035708275867 0.036932016071185646 -0.012855614579017153 0.083411581444063909 -0.075424548695865373 0.097730328311125492 1.7131671865400943e-05 0.015794184131502877 0.036148694212290521 -0.10101281083851482 -0.074750213600454946 0.010594771349506584 0.065971031706223954 0.10049583410398882 -0.10149934953659351 0.10071519393277006 0.031689891962176267 -0.10212072113697834 0.10032707163032772 0.047936674560915833 0.070154683525814124 0.0010277296028008674 0.078916489209442553 -0.1017252783962614 -0.10010661115475727 -0.063204724609072671 0.036286377899124193 0.030293681781707878
leaf_weight=0.57292771923459529 45.744409460774207 0.63971299661113512 0.064342053340396888 0.025641536513816732 0.5678401454280787 0.13820582954213023 0.035190626073017484 0.032959287386518099 2.6829160550969395 0.81451170863238065 0.012401572690384555 0.023491672032832867 0.039903722194139846 0.04808890566437185 0.12586863876631982 0.033943039365113115 0.049398993428383497 0.062087396159768438 0.084547218371881505 0.052362208254635667 0.028641436249018049 0.064565750372594599 0.01891877782327589 1.7210346122935973 0.017098044045269711 0.069330852247787789 0.01465403609834226 0.058659822322042032 0.053523199275460343 0.026691273508035351
leaf_count=300 2617 215 75 90 49 10 13 9 87 56 64 19 23 27 18 3 14 3 11 5 3 31 13 278 5 105 222 96 121 51
internal_value=-6.84518e-06 0.00184951 -0.00954818 -0.061438 0.00375912 0.0156231 0.00178387 0.00601743 0.00138012 0.00369143 0.00105243 -0.0536218 -0.0031318 -0.0281083 -0.000226183 0.00452315 0.00123956 -0.000211674 0.00199046 -0.00078306 -0.00207477 0.000452165 -0.000947 -0.00254112 -0.0262672 -0.0709353 -0.00370522 0.0023474 -0.00688996 -0.0339656
internal_weight=53.9239 5.69813 0.817689 0.0899836 4.88044 0.815177 0.676971 0.64178 4.06527 3.49743 0.608821 0.0358932 0.727706 0.0879926 48.2257 2.48133 2.35546 2.32151 2.27211 2.21003 2.12548 2.07312 2.04448 1.97991 0.258876 0.101083 0.0317521 0.157793 0.138874 0.0853511
internal_count=4633 1037 430 165 607 415 405 392 192 143 383 83 265 50 3596 979 961 958 944 941 930 925 922 891 613 332 227 281 268 147
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=31
num_cat=0
split_feature=4 2 4 4 2 3 3 1 1 2 3 2 2 2 3 3 3 1 2 1 2 3 1 0 0 3 0 0 4 4
split_gain=0.00233205 0.0251612 0.0219894 0.0164922 0.014366 0.0176939 0.0773932 0.0177363 0.0330798 0.0445905 0.0107424 0.00880119 0.036845 0.0827091 0.0399004 0.0421245 0.0795029 0.015459 0.147813 0.0160543 0.0148678 0.0434163 0.0462395 0.0478848 0.0135633 0.0129493 0.0186381 0.0766618 0.0342881 0.0378607
threshold=40.621691032550004 -0.60723499999999997 40.722669576350008 42.154118731400011 -0.14008999999999996 0.08574500000000003 0.088755000000000014 69.633754036750005 71.397382570300024 -0.59496499999999986 0.085235000000000019 -0.031989999999999998 -0.057599999999999998 -0.06828999999999999 0.10646500000000002 0.10526500000000003 0.086555000000000021 62.00390986255001 -0.0025899999999999999 61.907125369850007 -0.077085000000000001 -0.225495 62.046925192600007 89.980005167950011 86.103248543850015 0.088145000000000015 86.264556031700025 86.692020874450009 42.654057868200006 41.529896397300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 -2 5 -4 -7 -8 -9 -10 -3 12 13 20 15 16 -14 18 -13 24 25 -22 -23 -24 -20 -6 -27 -28 29 -29
right_child=1 2 4 -5 11 6 7 8 9 -11 -12 17 14 -15 -16 -17 -18 -19 19 -21 21 22 23 -25 -26 26 27 28 -30 -31
leaf_value=0.00079421479642804299 -0.10271329996851325 -0.01215720123750874 0.00050588658088790807 -0.01088393990591305 0.0018749337707917172 0.086210591044366999 -0.0007411932190831208 0.08903966657699644 0.062335085358389136 -0.1003502792597135 -0.044175102973947562 0.079114471977557888 -0.00017103024989821136 0.042114694294644955 0.001189122600317881 -0.01127955857775193 -0.094443271094496961 0.0013848482453587942 -0.060998739902377613 -0.10201965551920866 9.8973181838658811e-05 0.0034118104105168691 -0.10433070051257992 -0.020624310266821998 0.10013571770155034 0.001397350030521321 -0.036616486252608244 -0.0004276421841998503 0.017267494562362384 -0.02652359885900625
leaf_weight=21.721305020605826 0.039450059154645056 0.50264923802828576 1.4548399016508136 0.03878578637686303 9.209601450154496 0.1417089263814687 0.66130641463860229 0.066818820883781882 0.037919497165603389 0.030318614564492918 0.13238768660141886 0.17700728839905366 0.14987093006039021 0.44420050478856765 0.6855513871146286 0.46464299410581589 0.22192014018116879 7.5122589671392657 0.015206340601712109 0.068101626723660047 1.0298193860799072 0.17155947857827314 0.13780910675995983 0.13557283081829041 0.0079574119299650192 4.0655108426594762 0.77272710250690568 2.2933421895220372 0.73934997013975579 0.73386220917227252
leaf_count=1727 14 75 758 26 609 23 55 13 14 57 19 38 19 36 21 2 36 583 134 15 5 19 20 25 2 119 15 34 51 69
internal_value=-6.20231e-06 -0.000547117 -0.000408912 -0.0571885 -3.66614e-05 0.0074108 0.0181195 0.00600304 0.0390262 -0.00994703 -0.0188321 -0.000650424 -0.00170378 -0.000547504 -0.0166955 -0.0313539 -0.0564416 0.00222719 0.0258147 -0.077559 -0.00152995 -0.0111791 -0.0372824 -0.0628199 -0.00564444 -0.000731144 -0.0035204 -0.00792487 -0.00203865 -0.00675389
internal_weight=53.8634 32.1421 32.0638 0.0782358 31.4288 2.39291 0.938072 0.796363 0.135057 0.0682381 0.635037 29.0359 21.2553 19.7334 1.52199 0.836434 0.371791 7.78053 0.268273 0.0912654 19.2892 1.47476 0.444941 0.273382 0.0231638 17.8144 8.60479 4.53928 3.76655 3.0272
internal_count=4633 2906 2866 40 2772 920 162 139 84 71 94 1852 1080 1002 78 57 55 772 189 151 966 69 64 45 136 897 288 169 154 103
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=31
num_cat=0
split_feature=0 4 4 1 1 4 4 4 1 2 2 1 4 1 4 4 4 1 1 4 0 3 4 4 1 4 0 3 4 4
split_gain=0.00257373 0.0250067 0.0270487 0.0171203 0.0202796 0.0145248 0.0360175 0.00840296 0.0130133 0.0138024 0.00946738 0.00596944 0.00574723 0.00517172 0.00466643 0.0101646 0.00422518 0.0252806 0.0228277 0.01023 0.0171808 0.00603405 0.0058905 0.0178322 0.0120728 0.0110086 0.00832893 0.00904442 0.00586876 0.0472862
threshold=102.21786657775002 39.427119987250002 39.476991512000005 78.728807892050014 79.941302508900023 42.388109226950007 42.527280425250005 44.749265482150008 90.937096262400004 -0.088880000000000001 -0.156745 87.143681840350013 48.914776625700007 88.264768880750012 40.636252116050009 40.858951393400005 44.578137159850009 75.180043159850015 74.257902021100008 45.044778924400006 85.619326080400015 -0.225495 48.823707093150006 48.914776625700007 65.644082171150004 47.079243513300007 71.249517373150013 -0.51222499999999993 43.426369480700011 43.663128814500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 13 -3 -4 -5 14 -7 -8 9 10 11 -9 -10 -2 -6 -16 28 18 19 20 -18 -19 24 -24 -21 -26 -25 -28 -1 -30
right_child=1 2 3 4 5 6 7 8 12 -11 -12 -13 -14 -15 15 -17 17 21 -20 22 -22 -23 23 26 25 -27 27 -29 29 -31
leaf_value=-0.00022782642157755949 -0.10024838986529849 0.10013049162634982 0.064674869182652611 -0.059595487936591508 -0.0053371096871669505 0.081522620520588729 0.00083702272559991748 -0.045700831329697079 -0.00091439025410350479 0.067499712304308332 -0.10016513310294917 0.048137854592357282 -0.10009741867776474 0.043903211992370385 0.010353184020017293 -0.08726668589838571 0.081148588899828386 -0.012063668149841521 0.077969875820310411 -0.0034468952101037609 -0.10038007487784209 -0.10141270370130376 0.088099612780064701 -0.06191753492171595 -0.10049076968792664 -0.017313747236772779 0.071198229332288851 -0.0065580371490154684 0.052458201059372558 0.0004263968279041665
leaf_weight=49.319839784556223 0.026841751273821601 0.029890196976339101 0.045014171174216133 0.051444421591895551 0.5047675147337285 0.070302277909377153 0.55225397416760735 0.0097249991867579544 0.016125575504617018 0.075713628133599387 0.008289095639952393 0.022378726023021045 0.0091615148604731189 0.0027431914459514753 0.020775209698115304 0.021920941508430047 0.0065936234584299527 0.0097416568336257114 0.033299491431748152 0.54481311332639604 0.0249145743759982 0.033725144878673063 0.026553723497272586 0.019805913638720085 0.02523683489278028 0.043064832220750304 0.01890471507795155 0.071677293565073796 0.19210355444354066 1.9236841462972476
leaf_count=2512 210 6 37 37 90 16 156 34 48 25 58 50 71 213 22 169 15 13 22 132 85 85 10 25 56 41 5 79 63 248
internal_value=-6.80007e-06 0.00412373 0.00599637 0.00399783 0.00199371 0.00440975 0.0133188 0.00640621 0.0281583 0.0423163 -0.00488837 0.0197118 -0.0368484 -0.0868823 -0.00802223 -0.0397665 -0.000122701 -0.00708098 -0.00311726 -0.00657207 -0.0623921 -0.0813881 -0.0042272 0.0145241 -0.00841538 -0.0480469 -0.00317438 0.00966991 -6.58499e-06 0.00515064
internal_weight=53.7613 1.46735 1.43776 1.40787 1.36286 1.31141 0.76395 0.693648 0.141394 0.116106 0.0403928 0.0321037 0.0252871 0.0295849 0.547464 0.0426962 52.294 0.858331 0.814864 0.781565 0.0315082 0.0434668 0.750056 0.136942 0.613115 0.0683017 0.110388 0.090582 51.4356 2.11579
internal_count=4633 1242 819 813 776 739 458 442 286 167 142 84 119 423 281 191 3391 568 470 448 100 98 348 119 229 97 109 84 2823 311
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=31
num_cat=0
split_feature=4 3 2 0 4 1 2 2 2 1 2 2 3 0 0 2 2 1 3 2 1 0 1 1 3 2 1 1 3 1
split_gain=0.00218099 0.0111847 0.0130912 0.00916774 0.0400298 0.0275895 0.014664 0.0381528 0.0306912 0.0171753 0.0239175 0.0202704 0.0131709 0.00907962 0.0205091 0.0141666 0.0906874 0.0543515 0.0333663 0.0660829 0.0633079 0.0294567 0.0294089 0.0405058 0.0346027 0.0291707 0.0202864 0.0283445 0.0344203 0.0189294
threshold=42.081757894750005 -0.25098999999999999 -0.15962499999999999 86.135510041400025 42.686561923500008 61.923256118600001 -0.082654999999999992 -0.011849999999999999 0.13747000000000004 61.944763783650011 -0.088274999999999992 -0.23265499999999997 0.087795000000000026 86.474255765850003 86.393602021950016 -0.083834999999999993 -0.08725999999999999 62.245871094250013 0.088145000000000015 -0.160525 67.031326566450005 92.464140480550014 68.846035804500005 71.504920895500007 0.082325000000000023 -0.080869999999999997 71.658163008950012 72.04530097975001 0.085715000000000027 75.180043159850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 9 -8 -9 10 11 -6 -7 14 -5 16 17 -15 20 -20 -19 -22 -23 24 -24 -17 -25 -28 29 -29
right_child=1 3 -4 13 6 12 7 8 -10 -11 -12 -13 -14 15 -16 25 -18 18 19 -21 21 22 23 26 -26 -27 27 28 -30 -31
leaf_value=0.0003728789356477336 -0.014874623086693082 0.028563926046235311 -0.10089390956292182 -0.0012690616012251462 0.033957010212392259 -0.030550761963647373 -0.1009676839283271 0.089365374197063446 -0.10081953620956657 -0.004210910701430896 0.08577046696298779 -0.064592800438269538 -0.10106513084474095 -0.10176407719563219 0.019902412840961781 -0.021991737350176958 0.061763528600545674 0.054943429408775314 0.021078927450624695 -0.10186135906866528 -0.08070323832314534 0.096849528985979191 0.03803262864295967 0.064174971222339117 -0.10123744021436457 -0.0009843956249309992 -0.1013870868262422 0.006430891131320008 0.098447607661973718 -0.037542695280247368
leaf_weight=39.695323034752214 0.079378133638130954 0.030208476567108344 0.022767021210954641 1.2878083411851537 0.064208499700267652 0.039147779593463383 0.049237348660938096 0.027512883826700363 0.012269086795555495 1.1865446540703031 0.052958351094275602 0.030923056461460874 0.081914694233091723 0.053268064095386536 0.70971517943547713 0.7206884004818902 0.25862293514365053 0.22535122592671519 0.088715905084077562 0.086208159062607481 0.047595079323713207 0.030310699840526922 0.023995028723163614 0.05249289539642632 0.069548185934991125 7.9817822910594227 0.026666878686228301 0.53895962199163705 0.036315510659591155 0.11962013972699026
leaf_count=2575 85 27 68 38 79 21 53 49 21 157 6 22 41 9 19 55 23 37 64 53 22 15 39 4 96 502 7 42 14 390
internal_value=-5.95682e-06 -0.00107744 -0.0340474 -0.000835727 -0.00802117 -0.0569299 -0.00282435 -0.0421217 0.0307108 -0.000203239 0.0319075 0.00192283 -0.078263 8.00232e-05 0.00625311 -0.0011102 0.00736249 -0.00269389 0.00122746 -0.03951 0.00731358 -0.00403851 2.52219e-05 -0.00335746 -0.0655129 -0.0027241 0.00415391 -0.000212558 0.00367005 -0.00155618
internal_weight=53.7301 14.0347 0.102145 13.9326 1.57492 0.151271 1.42365 0.0890193 0.039782 1.33463 0.14809 0.0951316 0.121062 12.3577 1.99752 10.3601 1.65767 1.39905 1.34578 0.174924 1.17086 0.945504 0.897909 0.867598 0.0935432 8.70247 0.774055 0.721562 0.694895 0.65858
internal_count=4633 2058 153 1905 476 89 387 123 70 264 107 101 62 1429 57 1372 815 792 783 117 666 629 607 592 135 557 457 453 446 432
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=31
num_cat=0
split_feature=0 4 4 1 1 4 2 0 4 2 0 2 2 3 0 1 0 0 0 4 4 2 1 0 4 3 2 4 0 4
split_gain=0.00224601 0.0223266 0.0246172 0.0145665 0.0169102 0.0122299 0.0313399 0.00827278 0.00543578 0.0104653 0.00874013 0.00966006 0.00826656 0.00749847 0.0152816 0.00478407 0.00464586 0.00848052 0.00432085 0.0117362 0.0174253 0.00414565 0.00388344 0.00981681 0.00373883 0.00962205 0.0108882 0.00894487 0.0154878 0.0783959
threshold=102.21786657775002 39.427119987250002 39.476991512000005 78.728807892050014 79.941302508900023 42.388109226950007 0.059500000000000011 105.7585659356 44.749265482150008 -0.047144999999999999 113.32926403090002 -0.088880000000000001 -0.156745 0.074735000000000024 104.25302938255003 88.264768880750012 107.99805155820002 110.98492854115001 103.37390357390002 40.722669576350008 40.858951393400005 -0.23371499999999998 89.052487112950018 119.44012936145002 42.081757894750005 -0.25098999999999999 -0.15397999999999998 42.844429421150004 86.393602021950016 42.686561923500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 15 -3 -4 -5 18 8 -8 -7 10 11 12 13 -10 -15 -2 -9 -18 -6 -20 -21 -22 -12 -24 -1 26 -26 28 29 -27
right_child=1 2 3 4 5 6 7 16 9 -11 22 -13 -14 14 -16 -17 17 -19 19 20 21 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.00037705176627330744 -0.10022484713119911 0.10007825074416632 0.060932924807431357 -0.055389139947771997 -0.0047065798113083797 0.0011769871824792077 0.1005184779605488 0.071070177700652201 0.091117476696682076 0.081707607008811578 -0.10050333068189321 0.076773628638805089 -0.10014391769714524 0.091597689315649933 -0.1000954028004833 0.040258249509302561 0.071413625427031752 -0.058346302066097325 -0.10029535260998473 0.095020050383570864 0.057356792240108923 -0.10013832070723566 0.052566661140890605 -0.10032228371884935 -0.016237202152010417 -0.069754867224808156 -0.10085350987434615 0.0010002588804647662 -0.0022239615000291678 0.0016930037334909999
leaf_weight=39.024984768174022 0.02430187458516353 0.027049110112784436 0.043177728208547594 0.049581660055309729 0.50565087470749837 0.55966536634404562 0.043125750496983528 0.020644864358473569 0.0096023086516647815 0.025465513401741635 0.0076723947064039058 0.024878908297978342 0.0072273855292621638 0.0071847733336198863 0.0098737957309822377 0.0026926876899030497 0.0096380731556564569 0.010549672346563455 0.017595266438778623 0.011654633817073545 0.0019881804867800676 0.010486766439612438 0.0095277963104081209 0.0075099741235078446 0.074375240410070154 0.20922420965135469 0.01911558388316259 7.2565128519848603 5.0398244616103511 0.57736542181112505
leaf_count=1874 210 6 37 37 13 162 3 4 12 24 13 7 58 10 59 213 3 40 94 10 37 127 26 37 82 109 60 1007 229 30
internal_value=-6.99265e-06 0.00387964 0.0055926 0.00375749 0.00192818 0.00411434 0.0123865 0.0699743 0.00515513 0.0255918 0.00847315 0.0294551 -0.00528364 0.0204316 -0.0193576 -0.0862118 0.0377147 0.00360394 -0.00725878 -0.0381881 0.00710051 -0.0750377 -0.0414273 -0.0148243 -0.000114709 -0.00157117 -0.0335383 -0.00134274 -0.00426082 -0.0173113
internal_weight=53.6481 1.44675 1.41975 1.3927 1.34952 1.29994 0.752567 0.0839584 0.668608 0.108943 0.0834773 0.0587672 0.0338883 0.0266609 0.0170586 0.0269946 0.0408326 0.0201877 0.547376 0.0417248 0.0241296 0.0124749 0.0247102 0.0170378 52.2014 13.1764 0.0934908 13.0829 5.82641 0.78659
internal_count=4633 1242 819 813 776 739 458 50 408 246 222 146 139 81 69 423 47 43 281 268 174 164 76 63 3391 1517 142 1375 368 139
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=31
num_cat=0
split_feature=4 2 2 1 3 3 4 3 0 4 4 3 0 1 0 2 0 4 4 1 3 0 3 1 2 0 3 0 4 4
split_gain=0.00371854 0.029809 0.0355406 0.00374794 0.00344953 0.0055032 0.00334183 0.0075049 0.00277299 0.00268298 0.0393591 0.0249577 0.0142047 0.0298623 0.0341779 0.0191571 0.126027 0.0434924 0.0683348 0.010814 0.065482 0.0218136 0.0100936 0.00738328 0.00706657 0.0069799 0.00864152 0.00620943 0.026737 0.0114197
threshold=33.96174662340001 0.15915000000000004 -0.11692 77.443724905700023 0.099465000000000012 0.076835000000000028 33.036871954450007 0.088565000000000019 99.198728097250012 38.474425342400004 38.751720283100006 0.093185000000000032 91.437149474700007 65.509659264600018 89.980005167950011 -0.054875 94.770837556450019 38.238138001450004 35.119813570500007 64.369753017350021 0.10249000000000003 85.121961326250016 0.093325000000000033 79.728914316550018 -0.23168999999999998 99.647700605050019 0.083070000000000019 85.121961326250016 38.983591653800012 39.032633164100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 -4 -5 12 11 -11 13 19 -15 16 -14 18 -18 20 21 22 24 -20 -2 26 -17 28 -12 -30
right_child=9 4 6 8 -6 -7 -8 -9 -10 10 27 -13 15 14 -16 25 17 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10069441850339039 0.060528658494232571 0.021743786745689487 0.067876189455856592 0.10005933814014861 -0.10228529432563621 -0.10055805422354865 0.077762871811038886 -0.029664104481886007 -0.10006191482367087 -0.071283083861409455 -0.10159759565124014 -0.00011893539339844423 -0.10222855507556508 0.0085341993392084176 0.070359945108804736 -0.0012119774696776955 0.0066611092217695872 0.076718122344022213 -0.10131069199323049 -0.0084339077474794352 -9.4984529571109106e-06 0.076666754699218798 0.035593826064221644 -0.0058520067380713565 -0.10028205974719361 -0.0084494089509291725 0.0097147802200310603 4.6721317214255042e-05 0.10024899580784985 -0.0082898722819996426
leaf_weight=0.021622094732602903 0.0034719340183076977 0.0069111497932041752 0.021952974313443563 0.0017423607641831032 0.030323279087377308 0.0078673728616713845 0.032013748982308243 0.012312230527685042 0.0011490254576178582 0.1270790045839395 0.031551737760315501 0.080498974867822426 0.13885773473486995 0.21642179593256816 0.15236244891366368 1.6504949072550523 0.54224675054938043 0.070255989558134502 0.073788049804079492 0.57659392407595067 1.4489986043918177 0.16403641772922128 0.024388792226091027 0.0091019456822234446 0.01283272495121901 0.57707107245923328 1.2890681759890865 46.032282602576629 0.010103078860538517 0.23915597041732251
leaf_count=92 3 28 25 1 16 21 28 32 71 32 7 21 48 35 23 29 32 11 95 16 29 29 6 105 95 101 38 3028 2 534
internal_value=-6.64488e-06 -0.0165276 0.0164824 -0.0863957 -0.0829785 -0.0433638 0.0545322 0.0328278 0.0205319 3.53426e-05 -0.000238449 -0.0436855 0.001868 0.00771726 0.0340774 -0.0016262 -0.0152498 0.00211836 -0.00626554 0.00335861 0.00747023 0.0604088 -0.00512736 -0.0908286 -0.0660388 0.00160572 0.00357967 -4.37164e-05 -0.0148688 -0.00389053
internal_weight=53.6066 0.135894 0.0907924 0.0245135 0.0451018 0.0147785 0.066279 0.0342652 0.00289139 53.4707 46.5207 0.207578 6.94999 2.59911 0.368784 4.35088 0.83425 0.695393 0.625137 2.23032 1.65373 0.20473 0.0406935 0.08289 0.0163047 3.51663 2.93956 46.3131 0.280811 0.249259
internal_count=4633 314 249 164 65 49 85 57 72 4319 3624 53 695 236 58 459 291 243 232 178 162 133 104 200 98 168 67 3571 543 536
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=31
num_cat=0
split_feature=4 2 4 1 3 2 2 1 1 3 1 3 3 2 0 2 4 0 2 3 3 2 2 0 1 4 2 0 4 4
split_gain=0.00233019 0.0331678 0.0227084 0.0110502 0.0185276 0.00808664 0.00887414 0.00461229 0.00874789 0.0038821 0.00305647 0.0155606 0.0190966 0.00941393 0.00930929 0.00660814 0.00662447 0.00539376 0.00707575 0.0141182 0.00682541 0.00279976 0.0125508 0.0187389 0.107003 0.0112207 0.0487885 0.0767449 0.0105226 0.0109064
threshold=34.515670600900002 0.24901000000000004 31.914316944300001 73.448676123850007 0.11458500000000002 -0.10771499999999999 -0.10434500000000001 69.873026810350026 66.52858489605002 0.099465000000000012 61.546871980350012 0.10249000000000003 0.099855000000000027 -0.013285 67.058211147750015 -0.23557500000000001 38.060777288450005 76.535026057600007 -0.23265499999999997 -0.25098999999999999 -0.23921499999999998 -0.079369999999999996 -0.077085000000000001 94.75470680765001 62.095317438950012 42.580420142950011 -0.031989999999999998 92.168410086200012 42.409092016550012 42.243697547450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 -1 -7 8 9 -4 11 12 13 15 -15 16 -2 18 19 -17 -20 -12 23 24 -23 28 27 -27 29 -24
right_child=10 -3 3 4 -6 6 -8 -9 -10 -11 21 -13 -14 14 -16 17 -18 -19 20 -21 -22 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10073571619183459 0.06161767348587549 -0.085182714711284593 0.039559236723660164 -0.081280884306902904 0.080703870891088034 0.10019227570995302 -0.062814348350140381 0.082956739547248068 0.0057069696953708114 0.10012994533962712 -0.0007905461616768537 -0.055195835392133068 0.088510584895205718 0.098666457226810361 -0.1003410496193286 -0.052079991531761509 -0.10022831907127505 0.031929450368257124 0.030391412733560996 0.036591889504348767 -0.1004124794558883 -0.0016281738205722988 0.00099366457328246491 -0.0025210712250558105 0.088318727773487093 -0.10412045063880848 -0.0021843332939764878 0.023013528690576115 0.0099740578915276587 -0.0091988710681331614
leaf_weight=0.016097264885193252 0.0032462099334225067 0.030913064715310412 0.019416660350678683 0.016667968175505088 0.012250990706888842 0.0056307814083993444 0.0082083450580421324 0.041931157174985856 0.036143940640613437 0.023253809049492702 24.124847389168686 0.060774357467380469 0.022882380564624327 0.002721770109256171 0.017236569678849512 0.02773476428842514 0.011446484818617764 0.051731669930575208 0.0056331772939302019 0.05092604207675322 0.013669362773725879 0.51372663164511567 21.764638165896269 0.60934058568909677 0.17811341496144451 0.11876127279003901 3.3356820688768059 0.07911076721416066 1.236241849775978 1.1030283542580708
leaf_count=129 2 57 26 66 6 1 47 7 11 18 2272 23 9 4 148 18 87 32 13 41 54 5 968 22 81 29 344 33 38 42
internal_value=-7.34641e-06 0.0104929 0.0269607 0.0428637 -0.012659 -0.0525451 0.00350882 0.0561615 0.0419058 0.072568 -4.87937e-05 -0.0107012 0.00234789 -0.00834725 -0.0732019 -0.00047324 -0.06447 0.0058081 -0.00798585 0.00532735 -0.0622392 5.00719e-06 0.000668224 0.0102662 0.0215286 0.000216351 -0.00504622 -0.0532913 0.000987827 0.000502025
internal_weight=53.542 0.210514 0.179601 0.149665 0.028919 0.0299364 0.0138391 0.120746 0.0788144 0.0426705 53.3315 0.268003 0.207228 0.184346 0.0199583 0.164388 0.0146927 0.149695 0.0979633 0.0786608 0.0193025 53.0635 28.9386 1.30118 0.69184 27.6375 3.53355 0.197872 24.1039 22.8677
internal_count=4633 368 311 134 72 177 48 62 55 44 4265 431 408 399 152 247 89 158 126 59 67 3834 1562 108 86 1454 406 62 1048 1010
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=31
num_cat=0
split_feature=0 0 3 2 2 3 0 2 4 1 4 2 1 2 0 3 2 3 0 0 3 4 3 3 3 0 2 4 0 2
split_gain=0.00220224 0.0192316 0.0193358 0.0201701 0.00694937 0.0479454 0.0255369 0.0145108 0.0141284 0.0108981 0.00622305 0.00627417 0.00601158 0.0053668 0.00588426 0.00937378 0.00726469 0.00580369 0.00518162 0.0111463 0.00509363 0.00854664 0.00775887 0.0236759 0.0213744 0.00447709 0.0156397 0.0130701 0.0126752 0.00625817
threshold=85.769879735700016 85.732241321850012 0.10487000000000003 -0.071969999999999992 -0.088039999999999993 0.082535000000000011 85.216057360850016 -0.096559999999999993 42.206017975500011 61.076391807500009 42.876019054300009 -0.55354000000000003 55.782817748650011 -0.11963999999999998 71.249517373150013 -0.23921499999999998 -0.23557500000000001 -0.20885999999999996 76.535026057600007 73.921844754800006 0.092185000000000031 37.892416320650007 0.089045000000000027 0.08574500000000003 0.08759500000000002 85.990333302400003 -0.102645 41.257948413050009 86.103248543850015 -0.06828999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 8 12 9 -7 -10 -12 -1 14 15 -14 17 -16 19 -18 22 -22 23 -6 -25 26 -2 -28 -27 -30
right_child=25 -3 3 -5 20 6 -8 -9 10 -11 11 -13 13 -15 16 -17 18 -19 -20 -21 21 -23 -24 24 -26 28 27 -29 29 -31
leaf_value=-0.067879604236154148 0.012200973052437204 0.017272746963447046 -0.0042932946006377206 -0.076212392463377049 -0.0012063377257546279 -0.0025676589136301832 -0.10085951346591907 0.072194150118744263 0.1002760933891112 -0.10070943868912741 0.10008871533748409 -0.1000962698178629 -0.10038173771184276 -0.052433343308920299 -0.10037246729248191 0.012928956698403552 0.035667022994044541 0.014286669276941688 0.063955624708957853 -0.10008923719516219 -0.0038765109832786492 0.011519308038510451 -0.011397167915979198 0.00036617403366727462 0.095062570595654705 0.012326844329596593 -0.011509028351228008 -0.00060193061038743339 -0.0012800252720019095 0.0011355729520717559
leaf_weight=0.010689997109037064 0.59965654554798664 0.70560402609407891 0.092078378715086728 0.067643449512388432 1.0906977424862869 0.026990471066937971 0.070237742422250449 0.039283973525016114 0.012423216365277767 0.019481734170547327 0.0026034731417894355 0.0039275450890272623 0.010359176318357921 0.012805014088371092 0.0072448728844474166 0.024729424897263375 0.041895484643105885 0.011300094598269528 0.041961949855581326 0.0070683766672305906 0.54824109787591613 1.053331805705511 0.54926115153939736 0.044874414122716533 0.050839889511905767 0.83531954348165882 1.8338425601832558 2.74043232821532 22.155631941651436 20.787964357080419
leaf_count=68 31 18 39 29 201 38 53 13 2 19 1 66 44 14 23 23 25 38 34 138 13 43 32 33 11 52 37 69 2172 1254
internal_value=-6.63567e-06 0.00209887 -0.000689367 -0.0347516 0.000788925 -0.0127655 -0.0589857 0.017477 -0.0140325 -0.0437099 0.0587308 -0.0202961 0.0046865 0.00961603 0.0151123 -0.0205237 0.0265347 -0.0305067 0.0381687 0.0160694 0.00218205 0.0062491 -0.00157078 0.00297844 0.0506654 -0.000202145 -0.00298398 -0.00497462 0.000126621 -0.000110692
internal_weight=53.4984 4.54557 3.83997 0.159722 3.68025 0.343003 0.135664 0.207338 0.0654264 0.0464722 0.0189542 0.00653102 0.168054 0.157364 0.144559 0.0350886 0.109471 0.018545 0.0909258 0.0489639 3.33725 1.60157 1.73567 1.18641 0.0957143 48.9528 5.17393 4.57427 43.7789 42.9436
internal_count=4633 1018 1000 68 932 599 179 420 126 57 69 67 407 339 325 67 258 61 197 163 333 56 277 245 44 3615 137 106 3478 3426
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=31
num_cat=0
split_feature=1 0 4 0 4 1 1 4 1 0 1 4 3 4 3 3 0 2 4 4 0 4 3 0 1 2 3 3 3 3
split_gain=0.00215426 0.0512955 0.0646367 0.0398739 0.0461312 0.0212857 0.0147982 0.0721129 0.0529006 0.0518385 0.0461038 0.100629 0.0305835 0.0235631 0.010786 0.0719002 0.0135286 0.0709288 0.116704 0.0707478 0.0502479 0.0492696 0.0328505 0.0207481 0.0560994 0.0265134 0.0194796 0.0169785 0.00864375 0.0120766
threshold=63.910026677050006 87.525442894850016 40.679780036550007 89.057864029250013 42.844429421150004 64.630533455950015 66.235542959850008 36.165040341950011 66.859265246100009 89.474575039450016 67.606656606400023 38.238138001450004 0.095830000000000012 36.952388736350009 0.13445500000000005 0.4149000000000001 94.047642319350018 -0.011849999999999999 38.751720283100006 38.324118171300007 93.843319501450011 37.688226470200007 0.08674500000000003 94.625660817400004 70.128430332750014 -0.160525 -0.10696499999999999 0.084365000000000009 -0.25420999999999999 -0.17949499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -3 7 -7 12 -9 11 -10 -8 -11 16 -16 17 18 21 -19 22 -12 27 24 -18 -26 -21 -20 -4 -30
right_child=1 5 28 4 -6 6 8 9 10 13 14 -13 -14 -15 15 -17 23 19 20 26 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=6.8745020391268623e-05 -0.10320862479411348 0.038887421466743739 -0.051935825619867683 0.05335085825018037 -0.0085643633547924057 0.0072622545169517541 0.066944582732055738 0.013636137652121566 0.058194115074277554 -0.041271602357347552 0.010710128591506392 -0.094384825241785986 0.0063116683109690477 -0.10086616140825749 0.037595048685434493 -0.10122248082137342 -0.0045668070782866306 0.019603103259050497 0.03019576468227152 -0.024014589267690636 0.10012002546587667 -0.10277640082680926 -0.00080031634169439427 0.00012977922087161167 0.024153514068485031 -0.10080688019224329 -0.10378546970560634 0.093788733592056223 0.10012673505958716 0.0042118627931055476
leaf_weight=31.483792497875275 0.10813455515035997 0.13757008188987185 0.015529913264117567 0.29990166262723406 0.20098281296668574 0.66861797471210838 0.18309935680008749 0.099245742938364856 0.062149071367460063 0.13265082030557096 0.07685072633830714 0.14195613494950976 0.15245814603986219 0.13273617639481472 0.080354260374752129 0.069654449975933286 0.5846758211683899 0.14683282632904937 0.082301210290708582 0.044291829073699773 0.16062267032701527 0.076173105356588167 0.15878754254481464 17.796951607987889 0.020458881574597854 0.099833407241019856 0.099112884492348563 0.085702832089737058 0.018239356344565749 0.046835376869722722
leaf_count=1506 44 29 13 34 22 30 36 20 9 16 24 55 13 42 51 44 19 21 41 14 27 17 27 2168 17 111 57 5 5 116
internal_value=-6.11028e-06 -0.000780649 -0.0526836 0.000514092 0.028507 -0.000320588 -0.00057555 -0.0122471 2.37671e-05 -0.0480208 -0.000643944 -0.0479253 0.0393965 -0.0710785 -0.000151141 -0.0268629 5.50591e-05 0.0118195 0.030404 -0.029189 0.0543225 -0.0457819 0.0318124 -0.00053671 -0.0173623 -0.0795541 -0.0791475 0.062636 0.0150978 0.0310952
internal_weight=53.4665 21.4818 0.188739 31.9847 0.500884 21.2931 21.1555 1.03325 20.1223 0.364633 19.7867 0.204105 0.335558 0.265387 19.5826 0.150009 19.4326 0.930676 0.640438 0.290238 0.487414 0.153024 0.326792 18.5019 0.704968 0.120292 0.143405 0.168004 0.0806046 0.0650747
internal_count=4633 3071 178 1562 56 2893 2864 108 2756 78 2707 64 49 58 2643 95 2548 233 141 92 100 41 73 2315 147 128 71 46 134 121
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=31
num_cat=0
split_feature=1 0 3 4 0 1 2 0 4 1 0 0 0 0 1 1 2 3 3 0 4 2 2 2 0 1 2 4 1 4
split_gain=0.00207554 0.0100925 0.00593481 0.00488509 0.0101891 0.00524772 0.00534181 0.00476117 0.00328005 0.00194832 0.0229665 0.0320072 0.0355648 0.0300627 0.0210658 0.0303019 0.0297834 0.0140219 0.0118968 0.0276516 0.0131896 0.0104243 0.00958441 0.00897015 0.00769531 0.022082 0.125302 0.00741341 0.00629714 0.00740067
threshold=58.309968391300011 76.535026057600007 -0.57039999999999991 35.771221912400001 73.921844754800006 55.782817748650011 0.11061500000000003 71.249517373150013 48.823707093150006 77.621163142300006 98.51854819030001 99.647700605050019 100.35207663525001 101.11291028615001 78.962703749400006 80.13218303615001 -0.016679999999999997 0.089835000000000012 0.078655000000000017 102.32271644485002 45.044778924400006 -0.088274999999999992 -0.18437499999999998 -0.020814999999999997 97.886760529650019 72.62331947780001 -0.087660000000000002 48.109449608500007 75.499969677400017 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -7 -5 24 -11 -12 -13 -14 16 23 17 -15 19 -17 22 27 -21 -16 28 -26 -27 -22 -2 -30
right_child=9 -3 3 4 -6 7 -8 -9 -10 10 11 12 13 14 15 18 -18 -19 -20 20 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.10019371197472751 -0.0001162563757573847 0.051216442497142446 0.072182529198889192 -0.10042067106102831 -0.10015829699259703 -0.011807052184867649 0.082230813885439846 0.040586734649858756 0.015498669404957817 0.059556351562541313 -0.076037709519932384 0.049324436072362136 -0.048458826345272321 0.033755815512938846 -0.10094116305133488 0.088607764083237242 0.083356199606455822 -0.042071051178604359 0.00014490249984209147 0.032521106135427746 0.025947177162623427 0.063818786412233527 -0.082214019543849992 -0.019679496434067325 0.0033459344083640492 0.00082503301297871205 -0.093654565806737325 -0.05770075055720883 0.0030385384732268023 0.025720751344872089
leaf_weight=0.0061513502941075151 46.046453864624056 0.045406542971250019 0.0088002646867286205 0.010049811430010436 0.010200497408773046 0.031223994707886504 0.0026918146322714156 0.03901743332244223 0.0032241071749012926 0.068155295584947484 0.053197871833631782 0.15323697958228866 0.12285991841599742 0.054326729327655698 0.03709154095721523 0.051215848585343449 0.07494288923180592 0.044251337259083812 3.7062796799949078 0.010133403488519876 0.024969036258653432 0.034989862082511536 0.025862511779896291 0.021433664885933346 1.0506714463879792 0.69829167048406748 0.17569075803601208 0.018404991976474605 0.51955986020402534 0.19892065645171897
leaf_count=35 2379 32 27 141 69 29 2 14 17 79 27 25 39 35 38 13 26 25 763 88 39 28 198 13 61 86 105 115 13 72
internal_value=-8.46538e-06 0.011481 -0.00472101 0.000861137 -0.00564921 0.00553362 -0.0462171 0.0172964 -0.072265 -4.23275e-05 0.00194815 0.00106249 0.00199892 0.000283183 0.00174239 0.000236999 0.0358406 -0.00028259 0.00131652 0.0275422 0.000194064 0.023211 -0.0499143 -0.0711807 -0.000226347 -0.00642331 -0.0181676 -0.00954732 2.86945e-05 0.0093184
internal_weight=53.3477 0.156766 0.111359 0.105208 0.0964077 0.0862072 0.0159657 0.0702414 0.0132739 53.1909 4.50135 4.4332 4.38 4.22676 4.1039 3.93038 0.173521 0.0985781 3.87186 0.165576 0.11436 0.0783639 0.0359959 0.0585252 48.6896 1.92465 0.873982 0.043374 46.7649 0.718481
internal_count=4633 366 334 299 272 203 160 43 158 4267 1551 1472 1445 1420 1381 1295 86 60 1244 481 468 182 286 51 2716 252 191 154 2464 85
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=31
num_cat=0
split_feature=0 4 4 1 1 4 4 4 0 2 2 3 0 0 0 1 0 0 1 1 0 2 2 4 4 1 4 4 3 2
split_gain=0.00194872 0.0190186 0.017354 0.0118313 0.0123903 0.00967721 0.0264106 0.00586986 0.0119 0.0117821 0.00769526 0.0063966 0.01351 0.00602883 0.00878 0.00439596 0.00294964 0.0317372 0.0915393 0.103156 0.0704943 0.095586 0.0662184 0.0954098 0.0559462 0.0417549 0.0475758 0.0411402 0.0346997 0.0300451
threshold=102.21786657775002 39.427119987250002 39.525197829750006 78.728807892050014 79.941302508900023 42.388109226950007 42.527280425250005 44.749265482150008 113.32926403090002 -0.088880000000000001 -0.156745 0.074735000000000024 104.25302938255003 116.38335246710001 122.35979489110001 88.264768880750012 94.047642319350018 90.321439350550008 66.859265246100009 67.606656606400023 90.767723400200012 -0.051199999999999996 -0.011849999999999999 38.751720283100006 38.324118171300007 65.571493801650021 37.995872310650007 40.767054867700004 0.08574500000000003 -0.14314999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 15 -3 -4 -5 -6 -7 -8 9 10 11 -9 -13 -10 -15 -2 17 25 20 -20 -19 -22 23 -21 -24 -1 -27 -25 -29 -28
right_child=1 2 3 4 5 6 7 8 13 -11 -12 12 -14 14 -16 -17 -18 18 19 22 21 -23 24 27 -26 26 29 28 -30 -31
leaf_value=0.0001649517789347549 -0.10019758962705023 0.085592533328585144 0.05713161579311915 -0.049504424196201595 -0.0063262058603986487 0.075394716508561374 0.0012835368255176096 0.089343836672495902 -0.10043661156358377 0.073985032203338325 -0.10013058562027544 0.09020627217423105 -0.10008331366912948 0.028223604761420676 -0.1001115234793309 0.038803397602327719 -0.0011792461519933744 0.091123193349086196 -0.078116677905815807 -0.045361782516850253 0.072873027112943786 -0.04371959507370865 0.012330677326675107 0.068487049692404059 -0.076347814037585324 -0.0042717533200426925 -0.0062852294707047857 0.043333702383914298 -0.069964875661453013 -0.10195646945315893
leaf_weight=32.749522788907804 0.021121031231289944 0.026324425787606631 0.040098373200862514 0.045122903779883816 0.54167363372696165 0.059100478370851306 0.55256917952742768 0.0089888686779879823 0.0076624391779631642 0.054628472455079402 0.0064926540400875856 0.0066157541307347864 0.0085564620276272763 0.023311195887941949 0.0069114922310546936 0.0025498661371065037 17.19815554349492 0.22438477494870035 0.15397955554169562 0.13135632481294113 0.14409891970717581 0.13732677992300069 0.15319552447181206 0.34501924151845742 0.1328281103942448 0.24232921113104211 0.04604748990176688 0.069240350726275324 0.044344111100144801 0.11431875277116887
leaf_count=1750 210 8 37 37 279 16 156 12 20 16 58 10 59 42 69 213 1177 42 56 40 25 24 22 34 50 35 30 41 12 53
internal_value=-8.70869e-06 0.0036571 0.00517282 0.00361818 0.00199458 0.003815 0.0112904 0.00568381 0.0254249 0.0461421 -0.00347722 0.0224958 -0.0171087 -0.0212111 -0.00112479 -0.0852242 -0.000108449 0.000422448 0.014476 -0.00263291 0.0493143 0.0159795 0.0106356 0.0297795 -0.0288512 -0.000228583 -0.0322331 0.0513019 -0.000898798 -0.0744855
internal_weight=53.2979 1.41173 1.38806 1.36173 1.32163 1.27651 0.734837 0.675737 0.123167 0.0852822 0.0306537 0.0241611 0.0151722 0.0378851 0.0302227 0.0236709 51.8861 34.688 1.53577 1.02996 0.50581 0.281426 0.875984 0.58996 0.286024 33.1522 0.402695 0.458604 0.113584 0.160366
internal_count=4633 1242 819 811 774 737 458 442 286 155 139 81 69 131 111 423 3391 2214 346 255 91 49 199 127 72 1868 118 87 53 83
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=31
num_cat=0
split_feature=4 2 4 0 3 2 2 3 1 2 3 3 2 2 2 0 2 2 4 4 3 1 3 4 2 2 0 1 4 2
split_gain=0.00212379 0.0298775 0.019851 0.00936456 0.0183015 0.00767655 0.00805242 0.00454239 0.00251589 0.0136546 0.0248841 0.0229735 0.0102413 0.00646475 0.018745 0.00784446 0.00630907 0.00584195 0.0128489 0.00829356 0.0123618 0.0069866 0.0147523 0.00492154 0.00278028 0.0110224 0.0154495 0.0977364 0.0104649 0.0492998
threshold=34.515670600900002 0.24901000000000004 31.914316944300001 97.789976036950009 0.11458500000000002 -0.10771499999999999 -0.10434500000000001 0.08729000000000002 61.546871980350012 -0.105535 0.10249000000000003 0.099855000000000027 -0.13734499999999997 -0.017745 -0.013285 67.058211147750015 -0.23265499999999997 -0.23353499999999996 48.96897326980001 48.823707093150006 -0.23921499999999998 60.87206898960001 -0.10696499999999999 41.675153845500006 -0.079369999999999996 -0.077085000000000001 94.75470680765001 62.095317438950012 42.527280425250005 -0.031989999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 -1 -7 -4 9 12 11 13 16 -11 -15 -16 17 18 19 20 -2 22 -22 -18 -10 26 27 -26 -27 -30
right_child=8 -3 3 4 -6 6 -8 -9 24 10 -12 -13 -14 14 15 -17 23 -19 -20 -21 21 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=-0.10066287031068072 -0.10048315278952297 -0.083079444991991824 0.026702931524742159 -0.10018384511449421 0.080241358022097975 0.10018033339813895 -0.059674136329321309 0.067842557109721702 -0.00079297303321695261 -0.10061043494142173 -0.10105726221717759 0.086617793946667521 0.074795725119307141 0.10012652943271061 0.098377896603735249 -0.1003149242310572 0.014688004711301309 0.042997399397704555 -0.068505909617738184 0.071785203905819633 0.094392884133149446 0.10013799808675097 -0.10019739296984931 -0.10041918851264975 -0.0013465386487699425 0.0011116784276068009 -0.0018715173782289649 0.087284746735210361 -0.054933394399308812 -0.0020055256462130568
leaf_weight=0.014586540563361727 0.010506713555460623 0.029149952225158149 0.041557521497033179 0.012193028540449014 0.010432056716581428 0.005282198078930378 0.0078110661263581793 0.075778226830493622 24.002285838776114 0.013082185221833242 0.038969427993606587 0.020780626487976406 0.020514125237241387 0.0092952342238277197 0.0022774093813476273 0.015582483535941993 0.00575647243991284 0.032265315530821681 0.024002430722759982 0.019395443378016353 0.0071969364725532605 0.0088581477757543325 0.0084942612725456001 0.010471169952069204 0.51461807161104178 22.923374095507789 0.60751444862853532 0.16408907624554558 0.18335540117243443 4.378253657495633
leaf_count=129 42 57 30 64 6 1 47 34 2272 14 16 7 13 3 4 148 42 14 37 11 10 3 48 19 5 1037 22 81 63 354
internal_value=-6.98176e-06 0.0103623 0.0266103 0.0419134 -0.0169927 -0.0507688 0.00481574 0.0532719 -4.5468e-05 -0.0101052 -0.0386327 0.00123502 0.00923812 -0.0428611 -0.0150399 -0.0749786 -0.00135574 0.00717895 -0.0075519 0.0193169 -0.00971227 0.0291362 -0.0109465 -0.0595869 1.70099e-06 0.000664655 0.00971259 0.0200816 0.000241237 -0.00413298
internal_weight=53.2177 0.196791 0.167641 0.139961 0.0226251 0.0276798 0.0130933 0.117336 53.0209 0.247448 0.0999874 0.0610179 0.147461 0.0402373 0.0271551 0.0178599 0.126947 0.110719 0.0784539 0.0544515 0.0350561 0.0245493 0.0156912 0.0162276 52.7735 28.7712 1.28622 0.678707 27.485 4.56161
internal_count=4633 368 311 134 70 177 48 64 4265 431 192 176 239 169 155 152 226 165 151 114 103 61 58 61 3834 1562 108 86 1454 417
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=31
num_cat=0
split_feature=4 2 2 1 3 3 2 2 2 2 3 2 2 3 3 0 4 3 3 2 2 0 2 2 3 4 1 2 1 4
split_gain=0.00307164 0.0212647 0.0252125 0.00396592 0.00369009 0.00635418 0.00328301 0.00762804 0.00207278 0.015957 0.0280096 0.0189446 0.0482935 0.0738773 0.0759863 0.030633 0.0187612 0.00487884 0.0138716 0.0350565 0.0421479 0.00938639 0.0193764 0.0137398 0.00922898 0.0175338 0.00769003 0.0750308 0.033143 0.0232099
threshold=33.96174662340001 0.15915000000000004 -0.11692 77.443724905700023 0.099465000000000012 0.076835000000000028 -0.09280999999999999 -0.074029999999999999 -0.117885 -0.11051999999999999 0.086555000000000021 -0.101255 -0.10771499999999999 0.094780000000000017 0.091885000000000022 93.843319501450011 41.529896397300007 0.09803000000000002 0.093955000000000025 -0.122095 -0.26416999999999996 89.711159354950013 -0.59915999999999991 -0.54488499999999995 0.10052500000000002 41.243661560350013 62.186725015400008 -0.13006999999999999 63.910026677050006 38.804629908750009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -4 -8 17 10 -10 12 -11 14 15 -14 -17 18 26 20 21 -20 -23 -24 25 -19 -2 28 -28 -30
right_child=8 4 6 -5 -6 -7 7 -9 9 11 -12 -13 13 -15 -16 16 -18 24 19 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.10049727698651628 -0.00042224631134706839 0.030125999556907174 0.087839086849231418 0.035392875355320354 -0.10178216592107892 -0.10056907751846811 -0.029460368118493542 0.064131296572323124 0.0050772131789118503 0.065507775655724396 -0.024920379483979682 -0.00012242340348141088 0.030311100739893376 -0.10190391103957355 0.095904327734143077 -0.0098300121930865857 -0.10303361864945154 0.065148070067626615 -0.048699347582948721 0.00079664555065811168 -0.10213886344989215 0.071129465721437704 -0.10028993249590445 0.022491906057051991 0.004075624139686102 -0.003495328477313266 0.075728095688921249 0.090076412589325638 -0.070031421956267492 0.0014913285033987223
leaf_weight=0.01700120888801715 3.8354888354680177 0.0071219564278806047 0.015623662664492999 0.0024582013035814301 0.023422698640449546 0.0077877012154288217 0.012898752966049587 0.026806264896322873 0.56875697857273155 0.15597112931001789 0.68754804359663879 43.749692712367448 0.066574145886973635 0.060429652283190194 0.087845061258121859 0.040245706535642967 0.046608636897872202 0.073412749098480279 0.035848053988956963 0.50263759493827809 0.084684186937074912 0.03209972850891063 0.017226268731125316 0.019353683055129522 1.3065416273420138 0.075461669941432774 0.058860847373578884 0.10372811342387089 0.046881583598574195 1.4087022787580492
leaf_count=92 392 28 24 72 16 21 24 37 21 18 42 2452 15 22 8 26 27 28 11 2 30 9 35 8 134 13 20 81 140 785
internal_value=-6.05452e-06 -0.0164669 0.0145734 -0.083331 -0.0770278 -0.0381394 0.0490069 0.0337267 2.90359e-05 -0.000226514 -0.0113398 8.93087e-05 0.0203291 -0.00302693 0.0217379 -0.0207259 -0.0598459 0.00155756 0.000324631 -0.0130144 -0.049703 -0.00722163 0.0144281 -0.0353286 0.00676364 0.030354 0.00201681 0.00779801 0.00216256 -0.000812283
internal_weight=53.1777 0.11312 0.0747881 0.0194594 0.0383324 0.0149097 0.0553287 0.039705 53.0646 45.4637 1.25631 44.2074 0.457674 0.301703 0.241274 0.153428 0.0868543 7.60093 6.14551 0.69185 0.189212 0.104528 0.0686797 0.03658 1.45542 0.148874 5.45366 1.61817 1.51444 1.45558
internal_count=4633 314 249 164 65 49 85 61 4319 2631 63 2568 116 98 76 68 53 1688 1513 95 93 63 52 43 175 41 1418 1026 945 925
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=31
num_cat=0
split_feature=4 2 4 1 3 4 1 1 1 3 1 2 3 3 2 2 2 0 2 3 3 3 3 3 0 2 2 0 1 4
split_gain=0.00229608 0.0238935 0.0161613 0.00851224 0.0127272 0.00637773 0.00666969 0.00451613 0.00853727 0.00345886 0.0022213 0.0124155 0.0224428 0.0204924 0.00863574 0.00590103 0.0169539 0.00709245 0.00535696 0.0057952 0.00499983 0.016473 0.00530649 0.0101314 0.00245703 0.0023779 0.00909184 0.0128949 0.0870509 0.00900441
threshold=34.515670600900002 0.24901000000000004 31.914316944300001 73.448676123850007 0.11458500000000002 30.518512326550006 68.846035804500005 69.873026810350026 66.52858489605002 0.099465000000000012 61.546871980350012 -0.105535 0.10249000000000003 0.099855000000000027 -0.13734499999999997 -0.017745 -0.013285 67.058211147750015 -0.23265499999999997 -0.23921499999999998 -0.25098999999999999 -0.53179999999999994 -0.144095 1.0000000180025095e-35 75.994645973400011 -0.079369999999999996 -0.077085000000000001 94.75470680765001 62.095317438950012 43.426369480700011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 6 -1 8 9 -4 11 14 13 15 18 -13 -17 -18 20 -20 21 -2 -22 24 -24 29 27 28 -27 -12
right_child=10 -3 3 4 -6 -7 -8 -9 -10 -11 25 12 -14 -15 -16 16 17 -19 19 -21 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10010933441505206 0.037265500801605796 -0.078774896007265879 0.038705520408275428 -0.076740335428974613 0.074719122141714528 -0.10070056182228884 0.05819052673616059 0.08008656241350276 0.0012705831525224994 0.10010638264648371 -0.0011909729620911604 -0.10055482399172709 -0.10095589210516054 0.084249668971070821 0.071084018514523603 0.10011448678429453 0.098005926869949481 -0.10028493194894401 0.03190655229498756 -0.1003531488920143 0.051352159057934936 -0.10032597139239355 -0.10017902366396339 0.038036094638137258 -0.011092954584273146 -0.0011984779425379664 0.00022902171362018263 -0.0016704081040628833 0.084778666929690452 0.0075343699462925009
leaf_weight=0.0040929299015138865 0.019640589718903811 0.02532867785494286 0.01773561289380865 0.013706426513221182 0.0093209173337527318 0.012102392391162398 0.0076110001065646804 0.036616822719224729 0.034638250479474664 0.019006465139682405 22.714077608577934 0.012004807485709534 0.035290322203991309 0.019308136839754297 0.019275698115961859 0.0084126642905175686 0.0020683843381299185 0.014101895380743162 0.0049343365369622924 0.010082140358292691 0.033290825239063793 0.015622796654312321 0.0093459369569943718 0.022182638941103505 0.0046294821482746338 0.51508751220535731 27.473614394400421 0.60810282674265181 0.15266600612812908 1.2477127277007998
leaf_count=51 23 57 26 66 6 49 77 7 11 18 1476 14 16 7 13 3 4 148 12 49 14 35 52 34 7 5 1454 22 81 796
internal_value=-5.38948e-06 0.0112647 0.0259942 0.0397657 -0.0154332 -0.0498006 0.00283218 0.0515353 0.036889 0.0704678 -4.37415e-05 -0.00984571 -0.0385197 0.000899864 0.00896429 -0.0430856 -0.0150212 -0.074921 -0.00103666 -0.0568933 0.00697358 -0.0236919 0.0225443 -0.00397921 -0.0706685 -9.36217e-07 0.000612247 0.00886441 0.0184582 -0.000736636
internal_weight=53.1216 0.180159 0.154831 0.131024 0.0230273 0.0238063 0.0117039 0.107997 0.0713803 0.0367421 52.9415 0.230191 0.0911862 0.0558959 0.139004 0.0365878 0.0245829 0.0161703 0.119729 0.0150165 0.104712 0.0352634 0.0694489 0.0361581 0.0139754 52.7113 28.7495 1.27586 0.667754 23.9618
internal_count=4633 368 311 134 72 177 128 62 55 44 4265 431 192 176 239 169 155 152 226 61 165 58 107 93 59 3834 1562 108 86 2272
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=31
num_cat=0
split_feature=1 0 4 0 4 1 1 0 1 0 0 4 4 1 3 3 3 2 2 2 1 0 3 3 2 2 4 1 3 3
split_gain=0.00203593 0.0441303 0.0605768 0.0315315 0.0410458 0.0163083 0.0110986 0.0117343 0.0840546 0.0666707 0.0419415 0.0407128 0.0495701 0.0257766 0.0126155 0.00873126 0.0273225 0.0176868 0.0248958 0.0147931 0.0204641 0.0174157 0.0104851 0.00971455 0.0235692 0.0578171 0.0346944 0.0239237 0.0144059 0.013551
threshold=63.910026677050006 87.525442894850016 40.679780036550007 89.057864029250013 42.844429421150004 64.630533455950015 65.130586668250018 90.321439350550008 66.859265246100009 92.168410086200012 90.767723400200012 35.476804824450006 38.621016321050007 68.846035804500005 0.09117500000000002 -0.10696499999999999 -0.11595499999999999 -0.022394999999999998 0.2758500000000001 -0.081844999999999987 73.007768990450018 100.01333091085002 -0.24360999999999999 0.075810000000000016 -0.038374999999999999 -0.0098449999999999979 36.654713368950006 69.633754036750005 -0.08138999999999999 0.079605000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -3 -7 11 10 13 -9 -8 -13 -10 -12 16 17 19 -19 20 22 -22 -11 24 -17 -26 -27 -28 -29 -25
right_child=1 5 -4 4 -6 6 7 8 9 15 14 12 -14 -15 -16 23 -18 18 -20 -21 21 -23 -24 29 25 26 27 28 -30 -31
leaf_value=0.00010947545880016799 -0.10289970787875957 0.034479187158197935 0.014892126564968126 0.049517340262661302 -0.0098724840126458036 -0.030816688657484631 0.0029444763285926033 0.086753701022233787 -0.085705768067852656 -0.10068979319254368 0.04374753618334646 -0.0079930457123906489 -0.092520151191758548 0.0066975378274227743 -0.009865921883025066 -0.0032079600875579081 0.076128708086249053 -0.088189429610404185 0.031802347669624163 0.053291605126942802 0.067674174773083476 -0.020077323878695569 0.0037089539718974129 0.0085366967507700328 -0.1054261964682546 0.075676241370480332 -0.10338245168433258 0.056462454339665451 -0.039736849214223977 -0.00070272630846368025
leaf_weight=31.432633354232422 0.098174348424595048 0.1336148582049671 0.078624219515489813 0.29139519098680366 0.19374461067491211 0.12060331593602569 0.6161274566839009 0.16005038554431195 0.12696458519770004 0.025542934273261153 0.084790801578492392 0.16912276453149389 0.11763686873484858 0.039606629501804491 0.090984206869620721 1.5610448704670155 0.061316439836823444 0.043280543364888402 0.028795144795168426 0.073441653010604568 0.045248973680315885 0.045218159667566482 0.015432370375037863 1.7690681143361544 0.080804499873920577 0.042953639929818155 0.031791993416845798 0.028016403395511702 0.035030700569997464 15.456366477501462
leaf_count=1506 44 29 134 34 22 18 26 30 65 23 27 27 61 26 13 135 19 71 45 28 41 127 29 391 8 21 2 12 39 1580
internal_value=-4.4587e-06 -0.000764612 -0.0505164 0.000499956 0.0257995 -0.00034581 -0.000568776 -0.000392957 0.000114286 -0.000739553 0.0497184 -0.0115423 -0.0426684 -0.0637345 0.0159963 -0.000197085 0.0157276 0.00235537 -0.0402512 0.0173438 -0.00274149 0.0238134 -0.0613705 -0.000480534 -0.00751442 -0.0382677 0.00111545 -0.0326539 0.00301148 0.000246171
internal_weight=53.0974 21.1797 0.176799 31.9178 0.48514 21.0029 20.8692 20.7486 19.8457 19.5099 0.335825 0.902887 0.28676 0.166571 0.175775 19.3434 0.338276 0.27696 0.0720757 0.204884 0.131442 0.0904671 0.0409753 19.0051 1.77964 0.218597 0.137793 0.0948391 0.0630471 17.2254
internal_count=4633 3071 178 1562 56 2893 2864 2846 2732 2662 70 114 88 91 40 2571 383 364 116 248 220 168 52 2188 217 82 74 53 51 1971
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=31
num_cat=0
split_feature=3 3 2 4 0 1 3 3 3 0 3 3 1 2 4 0 4 3 1 3 0 1 1 3 4 4 2 4 2 4
split_gain=0.00199603 0.0210663 0.0312146 0.0665955 0.0082818 0.0836191 0.07798 0.0365879 0.104979 0.0942039 0.0150308 0.027927 0.0475351 0.0254357 0.0524643 0.0193461 0.0401781 0.0370785 0.0171548 0.0387237 0.0149236 0.0120243 0.0157069 0.0127454 0.0108066 0.0107916 0.0095475 0.016 0.0141773 0.0119515
threshold=0.091510000000000022 0.090850000000000028 -0.084259999999999988 39.476991512000005 87.261973998100004 62.046925192600007 0.090465000000000031 0.08846500000000003 0.090235000000000024 85.931187223550012 0.08574500000000003 0.083395000000000011 62.014663695050011 -0.13006999999999999 43.384297312450009 86.692020874450009 42.620627117000005 0.08729000000000002 61.93938686740001 0.08079500000000002 86.538778761000017 62.084563606450011 62.020040611300011 0.082325000000000023 40.621691032550004 41.808689985400001 -0.22754499999999997 45.458122212500008 -0.24150999999999997 41.067148236900003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 7 -6 26 10 9 25 11 18 -13 14 -14 16 17 -12 19 20 -1 22 24 -23 -20 -9 27 28 29 -7
right_child=-2 2 3 -5 5 6 -8 8 -10 -11 15 12 13 -15 -16 -17 -18 -19 21 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0071692311471912261 0.0006654420304741728 -0.004513243598356434 0.012054962087607703 -0.10140443808256737 0.095346799482813799 -0.013755684236534189 0.067117806843787806 0.067688847216524947 -0.0028072619319822693 -0.10376527314021433 0.087260412812531413 -0.008225997305828868 0.085971330874589053 -0.10365021617948889 -0.10565523304680005 -0.0017554269543555313 0.0064263067431787101 0.011686001217420843 0.0097614776255771068 0.09708392018768558 0.10012380104666857 -0.00030110752145486437 -0.018765333441762042 0.015107501105147129 -0.0061483291793628398 -0.0065841573318542361 0.00032621678829213778 -0.10036729865162586 0.031422449596447959 -0.10057212827449494
leaf_weight=0.15058542975422895 24.133625491656947 0.54989359235585367 0.094685381537277791 0.11403938530344249 0.094148695281543904 0.060760380168878525 0.17546011026452468 0.030803535530366299 1.0858658055051646 0.21976546548830811 0.1308912923868778 0.60175513242228351 0.026076535541733392 0.092419951310148463 0.031602371171175037 1.6208184026181696 1.2095877021117187 0.12880224799049245 0.57932359542394429 0.057987336054793559 0.014184870757162571 3.2053893989527853 0.74443632006293814 0.64480655454099167 1.6229968770676348 0.053606357796525117 15.447783791849572 0.023629984385223679 0.049274642888285425 0.021456518096570676
leaf_count=419 1241 19 16 55 21 158 22 17 20 19 42 25 7 26 58 24 52 21 32 22 4 159 36 6 126 37 1770 87 34 58
internal_value=-5.81148e-06 -0.000566691 -0.0170105 -0.049935 -0.000123138 0.0013845 0.000823834 -0.00207634 -0.0173522 -0.0692756 -0.000121386 -0.0024671 -0.020784 -0.0711296 -0.0190212 0.00577805 0.0140885 0.0497772 -0.000505251 0.0268018 0.00206749 -0.00140019 -0.00620793 0.00227943 -0.00196323 0.0205201 7.83348e-05 -0.024607 -0.0109923 -0.0364126
internal_weight=53.0165 28.8828 0.758618 0.208725 28.1242 15.8725 15.7784 12.2517 1.39004 0.304175 10.8617 7.77156 0.751854 0.150099 0.0576789 3.0901 1.46928 0.259694 7.01971 0.222758 0.16477 6.79695 2.94676 3.8502 2.20232 0.0844099 15.6029 0.155122 0.131492 0.0822169
internal_count=4633 3392 90 71 3302 2150 2129 1152 93 73 1059 920 116 91 65 139 115 63 804 445 423 359 194 165 158 54 2107 337 250 216
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=31
num_cat=0
split_feature=0 0 3 2 2 3 0 4 2 1 2 2 4 4 4 2 0 2 1 3 2 2 0 0 3 2 2 3 2 4
split_gain=0.00196161 0.0152346 0.0163224 0.0135246 0.00644421 0.0428253 0.0231869 0.0138399 0.0117154 0.00859854 0.00528994 0.00630385 0.00897951 0.0050986 0.00461594 0.00518864 0.0042171 0.0172215 0.0139825 0.00895217 0.0172141 0.0146337 0.00814223 0.00727131 0.033453 0.00792454 0.0773172 0.138964 0.0358435 0.0862302
threshold=85.769879735700016 85.732241321850012 0.10487000000000003 -0.071969999999999992 -0.088039999999999993 0.082535000000000011 85.216057360850016 42.206017975500011 -0.096559999999999993 61.076391807500009 -0.11963999999999998 -0.23381499999999997 48.823707093150006 37.041406607950009 42.876019054300009 -0.55354000000000003 86.09518316945001 -0.102645 61.987779113750001 0.10385500000000002 -1.0000000180025095e-35 -0.096559999999999993 86.135510041400025 86.345209775600011 0.087475000000000011 -0.06828999999999999 -0.054875 0.087475000000000011 -0.075639999999999999 39.354247760400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 7 9 10 -7 11 12 13 -1 -9 -16 17 -2 -19 20 21 -20 -18 24 -24 28 27 -27 -25 -30
right_child=16 -3 3 -5 -6 6 -8 14 -10 -11 -12 -13 -14 -15 15 -17 22 18 19 -21 -22 -23 23 25 -26 26 -28 -29 29 -31
leaf_value=0.044959873162611866 0.012914370839842371 0.015591255851684794 -0.0081209127784329857 -0.0702347809079365 0.0020794228130351137 -0.0044529907264986872 -0.10078956693960213 0.10025107308973796 0.067746000318026328 -0.10057473481943785 -0.056368141889171497 0.026034355899934743 0.014380769834421787 -0.10041334148754764 0.10007805594350483 -0.10006994642493366 0.0069311458975754719 -0.016850613428198324 -0.0013529058584212733 0.0022651023418709532 0.002934947666412965 -0.023023295353703552 0.0080657476969255744 -0.00032253174640667652 -0.02067458300657312 -0.026074728553525096 0.00050600433187210261 0.078386170944898109 0.001824788854497178 -0.061862106425847163
leaf_weight=0.0028934520265549981 0.63078029672735159 0.69607287796679873 0.086217542517715628 0.059072919497111687 3.3260639698603094 0.021887067935836058 0.064113325084690587 0.011290853610262275 0.036469154420046612 0.016190681964914688 0.013031007592871902 0.088527845732134125 0.029374470154493793 0.014516722541225269 0.0022908432874828568 0.0029803090155837708 1.7025612117722619 0.78838006479963851 0.51925877318717517 2.139361006411491 1.0340714814337844 0.779271745530423 0.78883212525397428 18.573412658775858 0.83232221589423716 0.20496052499607031 19.189081494271676 0.33630642962548762 0.6098749076230402 0.32636752782191536
leaf_count=35 40 18 39 29 333 38 53 2 13 19 15 237 20 100 1 66 41 36 8 26 11 46 31 2044 42 36 1098 72 40 44
internal_value=-6.72328e-06 0.00199747 -0.000509144 -0.0333755 0.000806463 -0.0131409 -0.0599972 -0.0121321 0.016967 -0.045324 0.00448335 0.0103435 -0.0193473 -0.0762533 0.0641797 -0.0130856 -0.000191653 -0.00269926 -0.00457152 -0.00240679 -0.00669165 -0.0143577 0.000155417 -0.000126907 -0.00668992 0.000144236 0.00155736 0.0388302 -0.00128487 -0.020376
internal_weight=52.9258 4.47099 3.77492 0.14529 3.62963 0.303566 0.118753 0.0546398 0.184813 0.0380777 0.148343 0.135312 0.0467846 0.0174102 0.016562 0.00527115 48.4548 5.89112 5.26034 4.47196 2.3326 1.29853 42.5637 40.8612 1.62115 39.24 19.7303 0.541267 19.5097 0.936242
internal_count=4633 1018 1000 68 932 599 179 126 420 57 407 392 155 135 69 67 3615 167 127 91 65 54 3448 3407 73 3334 1206 108 2128 84
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=31
num_cat=0
split_feature=2 2 4 4 1 2 1 3 3 4 3 3 1 1 2 3 3 4 3 2 4 2 3 1 4 3 4 3 1 0
split_gain=0.00249235 0.00379763 0.0135432 0.0316545 0.0142884 0.047538 0.0267229 0.0199817 0.0145119 0.0141777 0.0140971 0.0584162 0.00699841 0.0157492 0.00694992 0.0166948 0.0403553 0.0062662 0.0399856 0.0118453 0.00806776 0.00624095 0.0223783 0.00497082 0.00452989 0.0114867 0.00942948 0.0086245 0.00516848 0.00458349
threshold=-0.63026499999999996 -0.14008999999999996 40.986363433950011 41.16018805045001 62.245871094250013 -0.25447999999999998 63.910026677050006 0.098510000000000028 0.11360500000000003 41.32819714970001 0.08574500000000003 0.088145000000000015 68.20618276945001 71.322105742700003 -0.14831999999999998 0.098950000000000024 0.094235000000000027 43.384297312450009 0.080545000000000019 -0.237895 44.279556297950009 -0.50748499999999985 0.084565000000000015 74.257902021100008 49.292797572200008 -0.25098999999999999 49.520520114700005 -0.20885999999999996 89.89935142405001 100.53758024625002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -6 12 -9 -5 17 -12 -8 -14 15 16 -13 -11 19 23 -21 22 -15 -19 29 -26 -27 -28 -29 -22
right_child=1 -3 3 9 6 -7 7 8 -10 10 11 14 13 21 -16 -17 -18 18 -20 20 24 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.0065237110644206335 0.060632491161359353 -0.00014968359998208895 0.08381047811809117 -0.043514867148215459 0.07149344619652992 -0.10149637862133787 -0.036422712257992013 -0.10077343423071135 -0.017325090668078327 0.0041222510387069538 0.084481547289396511 0.059534976227374442 0.061785040501780068 0.071276066170423466 0.0012527901996043072 0.06758055463741551 -0.074670894554417278 -0.10029344210217069 -0.10373008046712424 0.070680679995223886 0.02363543799082676 0.00010879133353597596 -0.083578280155385209 -0.003461318357237285 -0.10033391124873092 0.088202850948960423 -0.10058101902912807 0.03280095021261898 -0.10007274096001817 -0.029254360127573958
leaf_weight=0.58020129943891774 0.0272087687592375 49.109447712768905 0.053052521981065914 0.057141778076669758 0.045315116698475322 0.053933293244342373 0.053486118486525958 0.036582115732733289 0.048426328214873138 1.1215021709712298 0.11205701718063199 0.049555416969788268 0.040213712598180962 0.013153607862449235 0.53378020755371836 0.058021711304643731 0.040896113271656986 0.014399463332448237 0.041028391607369485 0.020622615760657159 0.10437768753131138 0.52418247078916402 0.032121409349354479 0.0083904591516130722 0.013240446480410117 0.010571503834753582 0.009513526927549254 0.019390483997767216 0.0034479617577289892 0.019436369357663352
leaf_count=72 39 3015 27 32 16 210 39 29 27 113 17 28 19 46 15 34 33 117 78 13 90 140 72 28 19 9 9 168 31 48
internal_value=-5.64747e-06 6.66973e-05 0.0034241 0.00746634 -0.00716155 -0.0471309 -0.00307424 -0.00759068 -0.0532358 0.00565607 0.0069448 0.0175663 -0.00173954 0.00130319 0.00657583 0.0257129 -0.00114391 0.000857282 -0.0129907 0.00367469 0.0114362 -0.00296789 -0.0385889 -0.0646432 0.0046477 -0.0189077 0.00620956 -0.020583 0.0127408 0.0153328
internal_weight=52.8547 52.2745 3.16505 2.29043 0.874623 0.0811421 0.793481 0.748166 0.0850084 2.23737 2.18023 0.79431 0.663157 0.609671 0.682253 0.148473 0.0904515 1.38592 0.264419 0.223391 0.200601 0.569457 0.045275 0.0227899 0.179978 0.0561639 0.0429235 0.032352 0.0228384 0.123814
internal_count=4633 4561 1546 909 637 249 388 372 56 882 850 127 316 277 110 95 61 723 610 532 387 258 118 145 374 236 217 208 199 138
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=31
num_cat=0
split_feature=1 0 4 0 2 1 1 4 3 1 1 4 3 0 3 0 0 4 4 2 1 0 1 2 4 2 3 2 3 4
split_gain=0.00214447 0.0375371 0.0556143 0.0273041 0.0378027 0.0152905 0.0103335 0.0549782 0.0467566 0.0347131 0.0277973 0.120994 0.0195443 0.017612 0.0478713 0.0288093 0.00921082 0.040978 0.0838998 0.069423 0.0349247 0.0918724 0.0470029 0.062895 0.0304588 0.0241137 0.126128 0.0234349 0.023375 0.0192804
threshold=63.910026677050006 87.525442894850016 40.679780036550007 89.057864029250013 -0.083834999999999993 64.630533455950015 66.235542959850008 36.165040341950011 0.090465000000000031 66.859265246100009 67.606656606400023 37.892416320650007 0.095830000000000012 92.168410086200012 -0.16179999999999997 92.773313165550022 96.631250582750013 41.404176814550006 43.426369480700011 -0.11334499999999999 71.053259929650025 94.625660817400004 70.128430332750014 -0.060989999999999996 43.663128814500006 0.048475000000000011 0.094385000000000011 -0.031989999999999998 -0.20885999999999996 38.110427674550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -3 7 -7 -9 12 11 -11 -8 14 -12 -15 17 20 19 -19 21 22 29 -24 -20 26 -22 28 -26 -17
right_child=1 5 -4 4 -6 6 9 8 -10 10 13 -13 -14 15 -16 16 -18 18 24 -21 25 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00015317384551732582 -0.10261511572235474 0.03381832678226037 0.014204036064136671 0.05932928954939979 0.0014721137976928071 0.0060454941758516702 0.058554374499240627 -0.091353698238068159 -0.013688766551499225 0.097918586483239034 0.066608059041205731 -0.091445021471720636 0.0065535589964353935 0.041972948031461108 -0.078551877720492269 -0.0013801127189838414 0.00063695723215244934 0.04016786773671932 0.082102265965580901 -0.10134746504257311 -0.10133320235640098 0.065346106928163131 -0.10183977141156782 0.015955484534094452 0.043348065549740813 -0.00082053039184735695 -0.001400619377019419 0.044866929397837346 -0.077636885394243904 0.030578532467661613
leaf_weight=31.292438076637076 0.08791014717995338 0.12967047365964646 0.075971262010085638 0.186958108068211 0.28520390862831746 0.6536598636575971 0.15429537705495278 0.12794725749790814 0.1966653004900536 0.046103406464683583 0.031143619226213559 0.1258452775031742 0.13597006083000451 0.16174344938099494 0.083980615677975545 0.67389145317429544 15.521225689044085 0.042606120347045362 0.050723661606753012 0.18599881932130546 0.1649446792643231 0.25207934919308161 0.098971402554781207 0.083627493178937584 0.022291086854579922 1.0340795186930334 0.5390504859885823 0.048858490034717428 0.056310202618739424 0.26222887395124417
leaf_count=1506 44 29 134 19 37 30 36 46 32 7 20 57 13 23 64 30 1908 9 9 94 73 24 31 29 29 15 31 18 189 47
internal_value=-5.39802e-06 -0.000788216 -0.0484607 0.000513311 0.0243813 -0.000414118 -0.000627999 -0.0106605 -0.0443007 -0.000131714 -0.000643063 -0.0406723 0.0341954 -0.000286686 -0.0392829 -5.28458e-05 -0.00040991 -0.00503171 -0.0348779 -0.0749726 -0.0011264 0.0108083 -0.0014806 -0.0478914 0.0165626 -0.0105392 -0.0248146 -0.00951942 -0.0433259 0.00757224
internal_weight=52.8124 21.0478 0.163881 31.7646 0.472162 20.8839 20.7542 0.978272 0.324613 19.776 19.4857 0.171949 0.290265 19.3138 0.115124 19.1986 19.0369 3.51566 0.406788 0.228605 3.10887 1.3708 1.11872 0.182599 0.178183 1.73807 0.703995 0.12746 0.0786013 0.93612
internal_count=4633 3071 178 1562 56 2893 2864 108 78 2756 2707 64 49 2643 84 2559 2536 628 348 103 280 161 137 60 245 119 104 236 218 77
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=31
num_cat=0
split_feature=2 2 4 4 3 3 3 3 4 3 3 2 1 0 2 1 0 2 2 4 1 3 4 0 4 4 2 4 4 0
split_gain=0.00209452 0.00300341 0.011067 0.034451 0.0141864 0.061578 0.0134265 0.010577 0.015604 0.00961372 0.0234314 0.00897114 0.010363 0.00899149 0.00819039 0.0246645 0.01704 0.0143968 0.00752023 0.0115607 0.0128805 0.00862457 0.00756883 0.00751512 0.0208253 0.00975099 0.032649 0.0144919 0.0158178 0.0130526
threshold=-0.63026499999999996 -0.14008999999999996 40.250747516500006 40.099856909850011 0.08574500000000003 0.088755000000000014 0.10020000000000003 0.10385500000000002 40.94178426300001 0.12140000000000002 0.096095000000000028 -0.24023999999999998 63.910026677050006 86.474255765850003 -0.14907499999999999 72.04530097975001 99.755238930300024 -0.25105499999999997 -0.58319500000000002 39.852039223600009 78.290589216800015 0.050735000000000009 39.032633164100012 86.345209775600011 43.847983878700006 42.580420142950011 -0.15397999999999998 43.084051236300006 44.701063782750005 95.44832900530001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 11 -6 14 -8 -9 10 18 12 13 -4 15 17 -17 -7 19 20 -2 22 -20 24 -13 -25 27 -27 -29 -30
right_child=1 -3 4 -5 5 6 7 8 -10 -11 -12 23 -14 -15 -16 16 -18 -19 21 -21 -22 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-0.0059813177591053757 -0.10032353253785008 -0.00013435597337675269 -0.10009203915067687 -0.10176901259008456 0.083441838037641894 0.0078020407950967242 0.075220076809473416 0.063840185871993124 -0.035035727565107179 0.046456114778014423 -0.073207397315945416 0.091954214624990552 -0.081125064039341332 0.10024139938452321 -0.0042673332705548328 -0.10067446588537632 0.023999249402540352 0.082535513688621054 -0.016308695603796639 0.10016669989739012 0.066826770411282418 0.0005782822784457497 -0.10039992654388415 0.002316333904384643 0.0022441495986897891 -0.081835079613053044 -0.10336271384270322 0.082078951439212844 -0.10031327731854481 0.011650896656196959
leaf_weight=0.5808929871008307 0.0087290381275693107 48.999369210709396 0.0032813501924108257 0.036776842756211181 0.11834309316486713 0.047100260698698548 0.046203146596566214 0.030693711484673258 0.033251930348576764 0.037905660383742656 0.047299542772916592 0.033594797180739877 0.026837620026583409 0.0070622903294861317 0.56224373723784993 0.022777861544454936 0.021134720432151255 0.056938530731713399 0.033719657772533274 0.018228541593998671 0.0097702511010577808 0.56234953248749209 0.015681174098290285 1.056541520995921 0.11263540917767401 0.017590174416454829 0.039263886312369212 0.026959341834299266 0.012555854146199863 0.06098221291086503
leaf_count=72 13 3015 86 13 27 38 11 16 27 20 48 72 193 1 19 16 29 22 198 4 32 143 22 50 92 7 99 14 35 199
internal_value=-9.76697e-06 5.68059e-05 0.00307208 -0.00732096 0.00649993 0.0160079 0.00627981 0.0387648 0.0124244 -0.00258662 -0.00525845 0.000112651 -0.0483498 0.0366889 0.00124151 0.0221762 -0.0406702 0.0487023 -0.000302302 0.0436475 -0.0120444 -0.00294093 -0.0430016 0.00143745 0.0228541 -0.00114247 -0.0243667 0.00189927 0.0165554 -0.00746581
internal_weight=52.6867 52.1058 3.10645 0.77046 2.33599 0.938687 0.820344 0.110149 0.0639456 0.733683 0.695778 1.3973 0.0371813 0.0103436 0.710195 0.147951 0.0439126 0.104039 0.648478 0.0367278 0.0184993 0.61175 0.0494008 1.36012 0.14623 1.21389 0.157351 0.118088 0.100497 0.0735381
internal_count=4633 4561 1546 493 1053 205 178 54 43 480 460 848 280 87 124 105 45 60 412 49 45 363 220 568 164 404 354 255 248 234
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=31
num_cat=0
split_feature=3 3 1 3 2 0 3 0 0 2 4 3 2 2 2 2 0 4 3 4 4 1 3 2 3 3 1 3 3 3
split_gain=0.00202698 0.0358974 0.0290358 0.00671219 0.00582284 0.00365071 0.0192772 0.0083889 0.014562 0.0496974 0.0138191 0.0281413 0.0100627 0.00829165 0.0612353 0.0266371 0.0142128 0.00943585 0.0331443 0.0076476 0.0115518 0.0215168 0.00939449 0.00761144 0.00651978 0.00881129 0.00573862 0.0226983 0.00586271 0.00533041
threshold=0.11636500000000001 0.11296500000000002 67.254468591300011 0.12376500000000003 -0.0098449999999999979 85.823648898300021 0.10336500000000003 85.968825637350008 86.103248543850015 -0.083834999999999993 40.621691032550004 0.10876000000000002 -0.045684999999999996 -0.072755 -0.054875 -0.036264999999999999 85.495657006400009 41.243661560350013 0.092185000000000031 42.783136484500005 43.968221017800005 61.885617704800005 0.089505000000000015 -0.074029999999999999 0.10249000000000003 -0.249005 61.944763783650011 -1.0000000180025095e-35 -0.53179999999999994 0.10214000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -2 -5 6 13 10 9 -9 -7 -12 -11 17 -15 -16 24 -1 19 22 21 -21 23 -19 25 -17 27 28 -22 -27
right_child=3 2 -4 4 -6 7 -8 8 -10 12 11 -13 -14 14 15 16 -18 18 -20 20 26 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0035123191284739141 -0.010904912598040627 0.076922644917995095 0.0052470635334677905 -0.0016561057304462579 0.0081365849593774738 0.0062548568552063411 0.030338288018565709 -0.0034746506424981772 -0.0002164789746636347 0.06894093255881388 -0.026549008773680244 -0.00020082803736681831 0.029678288989618593 -0.10403980431458615 0.074997205503235895 -0.10024853792809761 -0.055169068552418148 0.019166592121470354 0.055165327392054042 0.022675080566652239 0.040867414686302013 -0.08968265160704364 -0.0035419705914933545 0.0031168812211964251 -0.0040832974449892152 0.025345079726411701 -0.0047169175710530644 0.089300847494775737 -0.024669205327209041 0.10021777423899898
leaf_weight=1.4426781020136568 0.69865522865516272 0.10959748638924693 0.11670015050970051 5.4065744577158821 0.68401897023205371 0.65194943221285884 0.23823679828421962 0.56459600637509766 37.445853844839718 0.1303889176924713 0.68236215898286878 0.99856489151716232 0.13071743366071942 0.061549969840598462 0.044404256839470801 0.004632599470960618 0.052077250397701391 0.7016847935028635 0.13316949587169791 0.029074958550707741 0.017740947786366035 0.041189830252733373 0.53107497475866705 0.51042605191469226 0.52908633992774412 0.038657600122801727 0.54912398873170787 0.03326989475681208 0.059193731539659677 0.012610265053808689
leaf_count=293 67 16 29 132 69 16 35 33 3185 30 47 4 11 15 11 61 25 53 31 29 16 60 17 2 4 151 84 14 91 2
internal_value=-8.61438e-06 0.000230121 0.03996 -0.00162125 -0.000556314 3.31033e-05 0.00257437 -0.000281697 7.31768e-05 0.0132092 -0.00610351 -0.0108967 0.0492849 0.00119397 -0.00851632 0.000111328 -0.00510832 0.00297604 0.00656806 0.00395089 -0.00464521 -0.04319 0.0075487 0.012408 -0.000651768 0.031827 -0.000537484 0.0202877 -0.00955662 0.0437614
internal_weight=52.6499 45.8606 0.226298 6.78925 6.09059 45.6343 5.02988 40.6044 38.2716 0.825702 2.33288 1.68093 0.261106 4.79165 0.743018 0.681468 0.637064 4.04863 2.60595 2.47278 0.729593 0.0702648 1.74319 1.21211 0.584987 0.0559005 0.659329 0.110205 0.0769347 0.0512679
internal_count=4633 4365 45 268 201 4320 994 3326 3259 74 67 51 41 959 269 254 243 690 397 366 294 89 72 55 218 214 205 121 107 153
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=31
num_cat=0
split_feature=0 0 4 2 0 1 0 0 3 4 3 0 3 3 2 2 0 0 4 1 1 4 3 2 2 3 0 3 0 1
split_gain=0.0020391 0.0270748 0.0705564 0.0611137 0.0243156 0.101553 0.0217813 0.0726485 0.0442866 0.087283 0.042805 0.0366344 0.0337711 0.057777 0.0216772 0.0374308 0.0230545 0.0198107 0.0190883 0.0219077 0.0267599 0.017074 0.0141784 0.0140259 0.015901 0.0203858 0.0130637 0.0143411 0.00685108 0.00677976
threshold=94.047642319350018 95.217121606100008 41.404176814550006 -0.14704500000000001 94.625660817400004 70.940344688150006 90.321439350550008 90.60910437050002 0.085855000000000029 40.371455563000005 0.083070000000000019 93.843319501450011 0.095235000000000028 0.091275000000000023 -0.11692 -0.038374999999999999 93.671258181050021 89.861713010250014 37.688226470200007 65.571493801650021 59.98487780655001 34.515670600900002 0.084995000000000029 -0.09715 -0.10771499999999999 0.085855000000000029 94.300357383600002 -0.20885999999999996 91.886121982450007 70.74946416085001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 26 -2 -6 17 -8 10 11 14 12 13 -10 16 -16 -9 18 19 20 21 -1 -7 24 25 -22 -4 -28 -11 -3
right_child=1 29 3 -5 5 22 7 8 9 28 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.075439632994133463 -0.014842355506707056 -0.010578198578724086 0.092883043463636489 -0.10142508303439804 0.068097832603706693 -0.01358665803579396 0.071656629909317412 -0.093518699878155531 0.027814503334047343 -0.058537368146197748 0.082337833240730504 0.044093594800374794 0.011283264271864227 -0.097874722929492675 0.068202283066640793 -0.0086742846528033105 0.046883392019098628 -0.016642395183173463 5.2326022579825406e-05 -0.0044574372217127253 -0.066037582354131694 -0.083450013286010982 -0.10065944531226508 0.089416375457661915 -0.052915918824814868 0.097066142801419369 0.081286041596661557 -0.10021608417550008 -0.10183205698553793 0.00045482071069251508
leaf_weight=0.0096657893562236419 0.62519366942448129 0.5760336927729125 0.021023254496455479 0.14808193928030722 0.16212187106430065 0.029345082455279226 0.18202182314416848 0.035846316686502178 0.060875289027535473 0.072821771468511542 0.11242973366006481 0.17704609759675805 0.26716812013819435 0.09161158657479973 0.1060040348675102 0.15734323908362202 0.017358662667589897 0.70514863017910911 31.777304547101906 0.14869724592897171 0.0099255973711527279 0.022520510452011422 0.051556350704800025 0.091351619002807638 0.017526636947877705 0.0336167413770454 0.0075427667076723983 0.010295078413179226 0.073381218628583156 16.822484701369675
leaf_count=60 60 46 31 170 17 10 36 39 31 24 24 25 33 26 16 51 22 51 1561 21 65 40 43 46 6 18 12 47 19 1983
internal_value=-6.70207e-06 -0.000853751 -0.0164076 -0.072135 -0.0044085 0.0224333 0.000450755 0.0128807 0.00375135 -0.0110209 0.0293337 0.00594583 -0.0101481 -0.0476975 0.0105082 0.0222705 -0.0477111 -6.20759e-05 0.000302028 0.0241087 0.0471181 -0.0357343 -0.0690759 0.0646138 0.0275123 0.0598862 0.0394763 -0.0234676 -0.0802675 8.95373e-05
internal_weight=52.6233 18.4537 1.05516 0.186943 0.868217 0.243023 34.1697 1.35391 1.17189 0.742904 0.428982 0.596701 0.419655 0.152487 0.316552 0.263347 0.053205 32.8158 32.1106 0.333304 0.184607 0.0321863 0.0809014 0.152421 0.061069 0.0435423 0.0388611 0.0178378 0.146203 17.3985
internal_count=4633 2419 390 260 130 70 2214 346 310 158 152 115 90 57 128 67 61 1868 1817 256 235 100 53 135 89 83 90 59 43 2029
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 1 4 1 2 4 1 1 2 2 1 1 0 1 0 3 3 2 0 1 0 3 1 0 0 1
split_gain=0.00182392 0.00751384 0.0134991 0.0180573 0.0116943 0.050303 0.0396716 0.0218253 0.0165017 0.0576621 0.015606 0.00820348 0.0488929 0.0348376 0.0129176 0.0109577 0.0205615 0.00775554 0.00591679 0.00699038 0.0054603 0.0251446 0.0134934 0.00978445 0.0170856 0.00578352 0.0054386 0.00962194 0.041049 0.0592223
threshold=0.067985000000000018 0.048475000000000011 72.327589083450007 89.711159354950013 -0.0025899999999999999 62.132955852800002 36.859113051050009 64.369753017350021 -0.013285 40.250747516500006 61.987779113750001 80.677940036650014 -0.047144999999999999 -0.078504999999999991 80.909147435850016 83.116371560950014 109.03310793845002 80.909147435850016 114.09278614000002 -0.38221499999999997 1.0000000180025095e-35 0.26056000000000007 93.843319501450011 68.20618276945001 101.19356403005001 -0.17949499999999999 62.057679025150001 93.72771580185001 88.350799540950007 67.254468591300011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 8 10 -7 -8 11 -10 -6 -1 13 14 -13 -14 -17 -4 -16 -20 21 22 -2 -23 -25 -26 -22 28 -28 -30
right_child=20 2 17 -5 5 6 7 -9 9 -11 -12 12 15 -15 18 16 -18 -19 19 -21 26 23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.00016143320377705667 -0.017170824051180252 0.002711865054120772 -0.0070109131868048838 0.023845800757255606 -0.016174005863038868 0.056305603797859344 -0.028211771249912965 -0.10140890198697794 0.080548032745846265 -0.010539624488229584 0.0048245290037531854 0.085767664094304044 0.099342655987938622 -0.10147702429297352 0.0053062785683260861 -0.10025647748496458 0.086452128447749105 0.0076586187346975717 0.098708816858415649 -0.066201129147116608 0.0073785071769338281 -0.017971068675822946 -0.10068023247689302 0.093168395875232943 0.017282816295742697 -0.10016556432498436 -0.079123023129635969 -0.0011137842427521878 0.032320535049833218 -0.089527437906677609
leaf_weight=39.403498821307245 0.036788436704822902 1.0255716957675769 1.0180078891457922 0.66737347003072489 0.52874381470720422 0.027427576653764052 0.066281744511798024 0.1056909426513144 0.11142971524946332 0.18468397509070655 1.0704806185176492 0.019651197902021522 0.06731993588618812 0.031628054546259499 0.64605638814870003 0.0089151634946667002 0.017430112709689638 0.55790527569949366 0.0029357667790463884 0.020656019422778504 0.68459124300900853 0.043212117918301374 0.040815212333385809 0.03019441736250883 0.010081428373297285 0.0071779741633264385 0.083394351757647089 5.8043697745206453 0.16736807990940861 0.052369776641853605
leaf_count=2656 22 79 30 18 58 8 8 124 19 38 15 8 5 59 479 15 72 56 2 249 69 16 48 12 27 41 33 258 55 54
internal_value=-6.56864e-06 0.000223666 0.00484294 0.011043 -0.000133194 -0.00802332 -0.0553841 -0.0731973 0.000217087 0.0237373 -0.00211811 4.39151e-05 0.00997703 0.00114631 0.00585511 0.0779458 0.0232705 -0.0018176 0.00351004 -0.0456797 -0.00151432 -0.019309 -0.0610921 0.0164543 0.0478026 -0.0315625 -0.00107346 -0.00202085 -0.0193893 0.0032807
internal_weight=52.5421 45.5817 3.26886 1.69295 42.3128 1.79862 0.1994 0.171973 40.5142 0.296114 1.59922 40.2181 0.814593 0.720927 0.689299 0.0936652 0.0263453 1.57591 0.669648 0.0235918 6.96036 0.16827 0.0776036 0.0906659 0.0474538 0.0172594 6.79209 6.1075 0.303132 0.219738
internal_count=4633 3998 183 97 3815 213 140 132 3602 57 73 3545 889 797 738 92 87 86 730 251 635 166 70 96 80 68 469 400 142 109
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=31
num_cat=0
split_feature=4 2 4 3 1 3 2 4 2 3 0 4 4 1 1 1 0 3 2 2 3 4 0 3 3 2 4 4 3 3
split_gain=0.00201095 0.0207513 0.0155212 0.0113049 0.0111767 0.00810214 0.00717498 0.00416023 0.00352435 0.00301672 0.00284593 0.00261045 0.00532365 0.00242532 0.01054 0.0136337 0.00781012 0.00475405 0.00527999 0.00483546 0.0158819 0.00716092 0.00335103 0.00469065 0.00487547 0.00221663 0.00719658 0.069917 0.0298204 0.0414612
threshold=34.515670600900002 0.24901000000000004 33.036871954450007 0.088565000000000019 72.209296925700016 0.08729000000000002 -0.072755 29.850823923150003 -0.11534 -0.10212 92.773313165550022 32.724174661450007 30.518512326550006 61.546871980350012 58.309968391300011 59.98487780655001 76.535026057600007 -0.57039999999999991 -0.23265499999999997 -0.23353499999999996 -0.23921499999999998 48.96897326980001 68.257263473950005 -0.25215499999999996 -0.25587999999999994 -0.079369999999999996 43.426369480700011 43.521589032450009 0.090850000000000028 0.085910000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -4 9 -7 -1 -5 12 -3 14 16 -16 17 -2 19 20 -19 -22 -20 24 -24 26 -15 -28 29 -29
right_child=13 11 5 10 -6 8 -8 -9 -10 -11 -12 -13 -14 25 15 -17 -18 18 22 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.067655934806261184 -0.10017159521198592 0.049029561588184611 -0.049611146634258335 -0.022406362472489078 -0.10027633918295197 0.091055533810502243 0.052113118130647555 0.094652240344215627 0.04585916390573163 -0.10012250972967746 -0.10056943239032189 -0.10177910076619759 -0.10088149655006146 -0.0011184153219258696 -0.10046123067694877 -0.011511458999364909 0.045651808276363032 -0.10038195791058671 0.067338162296684212 0.042055929677921718 0.084487611998979958 -0.028760124658595815 -0.10004553034341886 -0.10023520353331637 0.10009617873272902 0.00059650418048593369 0.093864219464651441 0.0016280902737877809 0.051726331329633016 -0.066336608496087648
leaf_weight=0.0020679875562832333 0.0053676409781502335 0.0042518551487829015 0.013649361834659146 0.0068340060881837408 0.0053294558650818216 0.031046074307235383 0.014092955581133992 0.012641908992290229 0.038835423548420067 0.0022244084396625405 0.01463123492752183 0.014433358643600513 0.0053490229223775998 22.455079932492758 0.024978097693367118 0.055561229419517133 0.037252518756758946 0.013298242858781339 0.0021586325048535962 0.027709306159522384 0.013311011869678868 0.0096179636539091007 0.0021026405311770358 0.01152082102888841 0.0028901414798063697 28.446173223810955 0.08570026754821114 0.92421662442463748 0.10200465296668415 0.099413211368755583
leaf_count=37 27 38 27 11 74 25 13 32 35 8 49 10 9 1476 60 36 32 27 22 13 36 24 45 107 2 1562 12 675 52 57
internal_value=-6.35656e-06 0.0110031 0.0256092 -0.0239021 0.0260228 0.0477869 0.00206426 0.0657708 0.0659384 -0.0192903 -0.0756842 -0.0749 -0.0344917 -4.11592e-05 -0.0108764 -0.0390979 0.00727386 -0.00897681 -0.00305128 0.0106111 -0.0134402 0.0369838 -0.0498334 -0.0651499 0.0158093 1.62425e-06 -0.0007134 0.00679456 0.000165506 -0.00497253
internal_weight=52.4837 0.165387 0.141353 0.043729 0.0222638 0.0976238 0.0277423 0.0169343 0.0698815 0.0042924 0.0214652 0.0240342 0.00960088 52.3184 0.205768 0.0805393 0.125229 0.0879764 0.0826088 0.0639365 0.0362272 0.022929 0.0186722 0.0165136 0.00499278 52.1126 23.6664 1.21133 1.12563 1.02363
internal_count=4633 368 311 211 151 100 40 77 60 45 60 57 47 4265 431 96 335 303 276 100 87 60 176 154 47 3834 2272 796 784 732
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=31
num_cat=0
split_feature=0 0 4 2 0 1 0 1 1 0 2 2 4 2 4 4 1 0 4 1 0 4 3 4 1 4 3 2 3 1
split_gain=0.00188987 0.0220268 0.0678102 0.050843 0.0192148 0.0854675 0.019171 0.0639954 0.066455 0.0516747 0.0771484 0.0469864 0.0624844 0.115754 0.0596283 0.0525955 0.0187898 0.0154774 0.017188 0.0210744 0.0232922 0.0135078 0.0125406 0.0124681 0.0144304 0.00997988 0.0118653 0.00846092 0.00669884 0.0299852
threshold=93.972365491700018 95.217121606100008 41.404176814550006 -0.14704500000000001 94.625660817400004 70.940344688150006 90.321439350550008 66.859265246100009 67.606656606400023 90.767723400200012 -0.051199999999999996 -0.011849999999999999 39.476991512000005 -0.064729999999999996 40.767054867700004 38.324118171300007 69.545034918450014 89.861713010250014 37.688226470200007 65.571493801650021 85.431134011250023 38.060777288450005 0.091290000000000024 35.119813570500007 61.076391807500009 43.276780833950006 -0.20885999999999996 0.17437500000000003 -0.098985000000000004 74.927328095600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 25 -2 -6 17 9 -9 -8 -11 12 13 -10 -14 -13 -16 18 19 20 23 -7 -17 24 -1 -4 -27 -25 29 -3
right_child=1 28 3 -5 5 21 7 8 11 10 -12 15 14 -15 16 22 -18 -19 -20 -21 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.081781116047289049 -0.012414150869496829 -0.082732337288899949 0.07767178070040133 -0.10128938637490895 0.063907183350489324 -0.012910270285141291 0.085469695709058796 -0.071748939397591263 -0.064290496380802462 0.072992146490104964 -0.040008900073196692 0.015907418021384064 0.10071547536499166 0.081209045680576047 -0.044366211143387117 -0.037773429138119853 0.045943224598284142 -0.014667820250187003 6.0012369725505868e-05 -0.0041100286855597279 0.073406863861412305 -0.10042623714693633 -0.10402140502314378 -0.082626676457193904 -0.10023186582396125 0.061869366100266956 -0.10019176616310628 0.041775670797270542 -0.00019362729047009959 0.031204508657376534
leaf_weight=0.020949125987320183 0.64684684215282551 0.026267272331857217 0.020192306197714061 0.13400990662736501 0.15378342319309013 0.028724791337708666 0.17733651299204456 0.12148465284411714 0.14740782436990685 0.11654402341810055 0.12545357394685652 0.13379153407004196 0.15108365355990827 0.086918465327471495 0.048291966713577494 0.049654207874556988 0.044056486486653057 0.70688364376451218 31.754232518737346 0.14800488560890201 0.1139213506012311 0.04568724664727597 0.067306768498383462 0.021566034285093849 0.0054993066770491752 0.0084760694621763832 0.0096739731091304293 0.0073237659235019228 17.143663905523482 0.19145167088012283
leaf_count=79 68 48 6 171 17 14 42 56 40 21 24 22 13 14 26 33 22 51 1561 21 38 39 16 75 36 18 74 7 1707 274
internal_value=-5.59235e-06 -0.000821889 -0.0149051 -0.0722372 -0.00361266 0.0213362 0.000435759 0.012494 -0.00327696 0.044462 0.0144115 0.00814126 0.0265399 -0.0103205 0.0620215 -0.0269137 -0.00128247 -3.11921e-05 0.000291412 0.0234516 0.0475522 -0.066643 -0.0758967 -0.00567306 0.043936 0.0293026 -0.0245092 -0.0510898 2.77352e-05 0.0174583
internal_weight=52.4565 18.4088 1.04739 0.172352 0.875042 0.228195 34.0477 1.26933 0.849996 0.419334 0.241998 0.728511 0.477758 0.234326 0.243432 0.250753 0.0923485 32.7784 32.0715 0.317264 0.16926 0.074412 0.116961 0.0553382 0.0264484 0.0383423 0.01815 0.0288898 17.3614 0.217719
internal_count=4633 2436 407 269 138 70 2197 329 242 87 45 186 115 54 61 71 48 1868 1817 256 235 53 49 197 115 98 92 82 2029 322
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=31
num_cat=0
split_feature=2 2 4 4 3 3 3 2 2 1 3 3 2 1 0 2 4 1 3 3 2 3 2 4 4 3 2 4 3 3
split_gain=0.00170367 0.00258646 0.00902074 0.0308851 0.0200894 0.0746539 0.0210412 0.0211033 0.0282376 0.019554 0.00824138 0.0207095 0.00765803 0.0207625 0.0155995 0.012893 0.00707877 0.0115216 0.0103465 0.0130128 0.00896082 0.0076768 0.00780704 0.0051046 0.00466799 0.0327252 0.00838257 0.00542576 0.00890055 0.00494454
threshold=-0.63026499999999996 -0.13734499999999997 40.250747516500006 40.099856909850011 0.08574500000000003 0.088755000000000014 0.10020000000000003 -0.14314999999999997 -0.59087999999999996 67.254468591300011 0.12140000000000002 0.096095000000000028 -0.14907499999999999 72.04530097975001 99.755238930300024 -0.25105499999999997 39.788107623550012 83.116371560950014 0.085715000000000027 0.085625000000000021 -0.26416999999999996 -0.10696499999999999 -0.23265499999999997 38.396531328800009 43.384297312450009 0.080545000000000019 -0.237895 44.279556297950009 0.080375000000000016 -0.15544999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 24 -6 12 8 -8 -10 11 16 13 15 -15 -7 17 18 19 20 -2 22 -22 -13 -4 26 -26 -28 29 -29
right_child=1 -3 4 -5 5 6 7 -9 9 -11 -12 23 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0053901203521774625 0.019777274223580454 -0.00015101767093431923 0.001234823909286812 -0.10159610534646446 0.085540031937511751 0.0068429048844656382 0.085377037283331514 0.10084978655549692 0.034203717911174943 -0.10035968996482202 0.043045518484096074 -0.032861454807161926 -0.005893508123697825 -0.10060762525247285 0.021702941432807807 0.07917252740075785 0.0039897796819148221 0.076516102338097219 -0.083975664707135744 0.10013994392894057 0.035468908807847671 -0.10052147259089289 -0.074008944917850539 -0.10172560999589253 -0.06196179856199531 -0.10299306693223541 0.061832403809695208 0.011253729152962362 0.099926165689036894 -0.024608397557562823
leaf_weight=0.58078161428516395 0.025108549212561171 47.684289001691383 2.1286121236200453 0.03326070602012976 0.13594164269159126 0.046610740619598801 0.031222444617128531 0.042792636901140213 0.019788920122664422 0.023770841771563411 0.036816144680869911 0.018940769852334949 0.5769986716077824 0.020714680140372366 0.02099745822000898 0.052294567780336365 0.52668870336941609 0.010615314326095859 0.02885384103133859 0.0088612962013598917 0.013216119121307435 0.020289975799460569 0.012844345842448313 0.024934039428465837 0.018805952831188577 0.034904792813762242 0.017062879116564456 0.09904711782441955 0.0089224504390159609 0.062837105498182333
leaf_count=72 43 2979 242 13 37 38 12 2 9 32 22 31 21 16 29 22 15 107 53 3 42 69 88 17 145 78 14 75 5 302
internal_value=-4.14802e-06 5.62558e-05 0.00246588 -0.0073644 0.00470309 0.0168168 0.0056309 0.044844 0.0127958 -0.0392284 -0.00305425 -0.00551272 -0.000793807 0.0201319 -0.0390378 0.045086 -0.00100061 -0.0229423 -0.0326129 -0.0141616 -0.0283356 -0.0543989 -0.0184891 -0.0719969 -0.000260227 -0.0134334 0.00169204 0.00806386 0.00269261 -0.00266654
internal_weight=52.3668 51.786 4.10175 0.76043 3.34133 0.971133 0.835191 0.117575 0.0747822 0.0435598 0.727169 0.690353 0.717616 0.140617 0.0417121 0.0989053 0.646478 0.119789 0.109174 0.0803203 0.071459 0.0463504 0.0260605 0.0438748 2.37019 0.24158 0.206676 0.18787 0.170807 0.161884
internal_count=4633 4561 1582 503 1079 218 181 55 53 41 490 468 126 105 45 60 420 405 298 245 242 199 130 48 861 619 541 396 382 377
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=31
num_cat=0
split_feature=4 0 3 2 2 1 1 1 4 0 4 0 1 0 4 4 4 4 2 1 3 3 4 2 1 0 4 4 3 2
split_gain=0.0016625 0.00941272 0.0476224 0.0256736 0.0266102 0.0154828 0.0106793 0.0470989 0.0650236 0.0232174 0.0258597 0.0481694 0.00982958 0.0487902 0.0195963 0.00918852 0.0282833 0.0714858 0.00910371 0.0490806 0.0188543 0.0326526 0.0211842 0.013846 0.0514308 0.0304918 0.0111575 0.010254 0.0085902 0.0202712
threshold=42.081757894750005 86.208098410950015 0.08846500000000003 -0.011849999999999999 -0.09715 62.079186690200011 62.095317438950012 62.132955852800002 42.684965421050009 87.842680954300008 42.320906304050006 98.230883170350012 62.084563606450011 85.990333302400003 48.109449608500007 42.580420142950011 43.067541470150012 42.686561923500008 -0.090369999999999992 63.910026677050006 0.08376500000000002 0.083555000000000032 47.74983977685001 -0.053874999999999999 76.279622535200005 101.11291028615001 43.426369480700011 47.74983977685001 0.070640000000000022 -0.23265499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 -4 -3 -7 8 -8 -9 11 -11 28 14 -14 -12 17 -17 19 -18 21 -21 26 24 -20 -26 -22 -27 29 -2
right_child=1 5 3 -5 -6 6 7 9 -10 10 15 -13 13 -15 -16 16 18 -19 23 20 22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00033067559510345192 -0.0024229266590229722 0.0056796271111241806 -0.020273980321513632 0.030643140236639513 -0.10073460531813938 -0.014104115553013011 -0.037391036292852897 -0.034617457749720797 0.10070091863186621 -0.10159153024074613 0.0031930982049816303 0.047988094273393851 -0.073141008218876744 0.10065631891118004 0.065677659292817617 -0.0055881420715081552 0.089639196534936197 -0.079493608361626958 -0.058983816241235811 -0.0082598748055274368 -0.015464788328825106 0.10004814616590285 0.022219477967988066 0.00057329215917007641 0.10059855063449913 -0.058743892446195892 -0.099190692583165013 0.030017145488084231 -0.0015904953190833009 -0.10043664775660262
leaf_weight=38.716191084552506 0.069652978796835074 3.4332048341420025 0.068403907485844684 0.030725628006180616 0.10299047737464662 0.69990342407254402 0.051589885959401616 0.21607834842777851 0.10057116230018437 0.065595006148214341 3.338781812678846 0.032047516500469442 0.039817016446590858 0.048717565834522247 0.013656918192282319 0.64182755024948779 0.0710166136268503 0.16440186975119975 0.15654886699576342 0.11058432928577133 0.024784647274733729 0.037198684934992343 0.039930417460979584 2.6973638636015194 0.040176595561206341 0.026620826562066213 0.044483598263973079 0.02546557016830775 1.19082565190439 0.030271995929623152
leaf_count=2575 126 65 36 26 84 22 3 35 60 25 93 34 110 5 3 46 13 73 30 533 14 2 27 267 3 30 71 15 93 114
internal_value=-3.55154e-06 -0.000954097 -0.00817194 -0.0535325 -0.0686226 3.86092e-06 -0.00226593 -0.00121513 0.0538811 -0.00229927 -0.00137025 -0.0524976 -0.00158998 0.0282649 -0.0376876 -0.000697372 -0.00388074 -0.0206585 0.000250607 0.0160541 -0.00428112 0.0190025 -0.0357918 -0.00150879 -0.0240806 0.0351419 -0.069233 -0.0153477 -0.00395366 -0.0321159
internal_weight=52.3294 13.6132 1.59506 0.20212 0.171394 12.0182 8.58497 7.88507 0.152161 7.73291 7.51683 0.0976425 1.39294 0.102192 0.0534739 7.41919 4.0804 0.806229 3.27417 0.327998 0.256982 0.147783 0.109199 2.94618 0.248812 0.092263 0.0692682 0.0520864 1.29075 0.099925
internal_count=4633 2058 597 146 120 1461 1396 1374 63 1311 1276 59 451 118 113 1217 1124 119 1005 660 647 535 112 345 78 48 85 45 333 240
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=31
num_cat=0
split_feature=0 0 4 2 0 0 3 4 3 0 1 2 3 2 0 1 3 1 4 2 3 2 0 3 0 1 1 2 0 0
split_gain=0.00169859 0.0178825 0.0583817 0.0469409 0.0174178 0.054818 0.0328902 0.074573 0.0390152 0.0275666 0.0493899 0.0392703 0.0177604 0.0299851 0.0165294 0.0730258 0.0140572 0.0129168 0.0514074 0.0219537 0.0167632 0.0101663 0.0101083 0.0117194 0.00821126 0.00596174 0.0184505 0.00853277 0.0155562 0.0145154
threshold=94.047642319350018 95.217121606100008 41.404176814550006 -0.14704500000000001 90.321439350550008 90.60910437050002 0.085855000000000029 40.371455563000005 0.083070000000000019 93.501885318850015 68.327163385350005 -0.060989999999999996 0.077525000000000024 -0.038374999999999999 94.625660817400004 70.940344688150006 0.084995000000000029 65.509659264600018 37.995872310650007 -0.14314999999999997 0.10307000000000002 -0.074029999999999999 94.300357383600002 -0.20885999999999996 91.437149474700007 81.573196594050017 82.140461259550008 -0.043559999999999995 107.30980627685001 108.22925895745001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 22 17 -6 8 9 12 10 -8 -11 13 21 -2 -16 -17 -1 20 -20 -19 -7 -4 -24 -9 -3 -27 -28 -29 -30
right_child=1 25 3 -5 5 6 7 24 -10 11 -12 -13 -14 -15 15 16 -18 18 19 -21 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=0.00019158381976111508 -0.011888166294379894 0.00018077503552382877 0.089325984347518664 -0.10112734468446949 0.066460645669541379 0.03358111304592374 0.017297837688460237 -0.050802461740601969 0.080697510552893523 -0.012207191986766931 -0.071583427696094035 0.062689645523752932 -0.045620921250912425 -0.0079823787368354365 0.059867679177291459 -0.0091108894588442253 -0.10057401152461801 -0.017638185175760421 -0.012049100008462809 -0.10124913469055585 0.033556461227890751 0.10057779989060367 0.075961246633506077 -0.1001812748951063 -0.10147884448060814 -0.10091910868714596 0.0079292270228874043 -0.10028608038812743 0.099208726817835616 -0.035113638109122033
leaf_weight=32.31026788082454 0.63022417600688907 17.102233519078641 0.016712326474618067 0.11648538290786536 0.16120243353361452 0.048388500260287515 0.16445583115955742 0.059612424491206184 0.10050022972109218 0.1290813769919622 0.10086473596948053 0.15296667351503868 0.050315949547211858 0.14832715144924591 0.14800665353686782 0.027971370100544846 0.042088054394412211 0.13175701217977476 0.041542777765535277 0.082160221352069129 0.12430050713010132 0.042580130975693464 0.006717827919544562 0.0086292651079347138 0.068964187266260524 0.023096971341532102 0.13380618698329383 0.023938125999795834 0.011036914090254868 0.029678979790708437
leaf_count=1735 60 886 31 170 36 42 35 14 24 21 22 37 38 45 17 10 43 29 32 55 17 3 12 47 29 45 741 61 8 288
internal_value=-3.93074e-06 -0.000779806 -0.0138041 -0.0716364 0.000415163 0.0121108 0.00389242 -0.00945146 0.0270133 0.00664669 -0.0164914 0.0284126 0.00838396 0.0197394 -0.00367705 0.0200536 -0.0640572 -2.39201e-05 -0.0183591 -0.0712934 0.00721373 0.0649406 0.0355168 -0.023079 -0.0779836 -3.03703e-05 -0.0163289 -0.00648422 -0.0363139 0.00129731
internal_weight=52.2379 18.3206 0.996835 0.148545 33.9173 1.22726 1.06606 0.675945 0.390112 0.547369 0.265321 0.282048 0.289612 0.239296 0.84829 0.218066 0.0700594 32.69 0.379761 0.123703 0.256058 0.0909686 0.0320594 0.0153471 0.128577 17.3238 0.221557 0.19846 0.064654 0.0407159
internal_count=4633 2419 390 260 2214 346 310 158 152 115 57 58 128 90 130 70 53 1868 133 87 46 45 90 59 43 2029 1143 1098 357 296
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 3 3 2 4 2 1 2 0 4 2 3 0 0 1 1 1 0 0 0 3 2 2 0 2 4
split_gain=0.00168594 0.00593907 0.0106253 0.0148368 0.00916303 0.0299693 0.0531096 0.0150197 0.0467029 0.0138361 0.0111311 0.00875647 0.0584837 0.0378022 0.00832014 0.0345439 0.0474742 0.0749154 0.0869573 0.00615895 0.00560352 0.0296148 0.0204608 0.019092 0.0305437 0.0196826 0.0253246 0.0233775 0.0223334 0.0196222
threshold=0.067985000000000018 0.048475000000000011 72.327589083450007 89.711159354950013 -0.0025899999999999999 0.090465000000000031 -0.04931 -0.013285 40.250747516500006 -1.0000000180025095e-35 65.036490633650018 -0.022394999999999998 87.028078140750011 42.283941020600004 -0.031989999999999998 0.12376500000000003 86.538778761000017 99.013224486300018 80.677940036650014 80.909147435850016 77.852370541550016 97.886760529650019 99.403050915200012 99.755238930300024 0.10526500000000003 -0.047144999999999999 -0.07490999999999999 100.92471821705001 -0.078504999999999991 41.976795488650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 6 10 11 -9 -8 -6 14 -13 -14 20 16 -16 -18 -19 -4 -1 -22 -23 -24 25 26 27 -25 29 -29
right_child=-2 2 19 -5 5 -7 9 8 -10 -11 -12 12 13 -15 15 -17 17 18 -20 -21 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00040615899289252991 -0.0014584345775963702 0.002354674276555402 -0.0061627238067752397 0.021640958003173911 0.097833297033714975 -0.0028471766620995109 -0.034131419949737334 0.076957926688861381 -0.0081325045435185362 -0.10181245497073155 -0.0049895873833880012 0.055905691249181801 -0.011241763892278815 -0.10300377374728931 -0.028353681898638294 0.00041677147359683457 0.084962857927171342 -0.10325370726575554 0.080173311963203056 0.0069287228062548389 0.095722229128581818 -0.07275313197807376 0.074771037893072115 0.066293302969366988 -0.083037559325961227 0.080126056288720757 -0.10036947974603526 -0.052988751976391038 0.08272295921454699 0.0039800145151368685
leaf_weight=36.223697477830413 6.9224422246225137 1.0229861011696315 1.0222532516781937 0.65381842060014594 0.023030887435559699 1.6064615798267992 0.046820448165817541 0.10255705386744196 0.17384091506666266 0.085114464074123375 0.019394152732168379 0.075803433984218738 0.11128704596194439 0.075251545994888147 0.099034676543115707 2.0109039863455109 0.21281527407700196 0.055996775605308358 0.047998984024712144 0.55417584399851794 0.03637792426216846 0.033682341614458267 0.03933027102698361 0.061976219669304555 0.038940865511551959 0.035770507208724212 0.022461567369214563 0.066694884934619614 0.033064849220863834 0.64682470182489915
leaf_count=2285 635 79 30 18 44 56 8 19 38 92 13 39 39 17 21 11 19 8 71 56 58 14 13 16 64 12 52 392 9 405
internal_value=-5.07758e-06 0.000217317 0.00433351 0.00987477 -0.000101628 -0.007121 -0.0464977 0.00020929 0.0234402 -0.0777941 0.0508289 4.84764e-05 -0.0181611 -0.0482595 0.000168912 0.00584232 0.0320786 0.0509697 -0.0185934 -0.00156057 -0.000200809 0.00712692 0.00383402 0.00656361 0.00360179 0.00749408 0.00436771 0.00727728 0.00237818 -0.00134503
internal_weight=52.1608 45.2384 3.25323 1.6768 41.9851 1.78082 0.17436 40.2043 0.276398 0.131935 0.042425 39.9279 0.262342 0.186539 39.6656 2.42675 0.415846 0.316811 0.103996 1.57643 37.2388 1.01512 0.978746 0.945064 0.905734 0.866793 0.831022 0.808561 0.746584 0.71352
internal_count=4633 3998 183 97 3815 213 157 3602 57 100 57 3545 95 56 3450 130 119 98 79 86 3320 1035 977 963 950 886 874 822 806 797
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=31
num_cat=0
split_feature=3 3 2 1 2 3 0 2 2 0 4 2 2 4 4 2 2 0 2 0 4 0 1 0 1 3 1 4 3 4
split_gain=0.00178856 0.0144571 0.0305699 0.0301016 0.0319553 0.00814453 0.0239806 0.00778955 0.0350368 0.0411586 0.0277869 0.131381 0.0370563 0.0147752 0.0146559 0.0144383 0.0337192 0.0614368 0.0239133 0.0139392 0.0128894 0.0356621 0.0270771 0.0543378 0.0385195 0.0527057 0.0461812 0.0246814 0.0188891 0.0149803
threshold=0.091510000000000022 0.090850000000000028 -0.084259999999999988 65.509659264600018 -0.054875 0.092185000000000031 86.09518316945001 -0.076544999999999988 -0.083834999999999993 102.32271644485002 42.320906304050006 -0.08725999999999999 -0.160525 36.377496227400009 42.477827694800006 -0.053874999999999999 -0.070854999999999987 96.082805124100005 -0.036264999999999999 85.823648898300021 36.558960102350007 97.615226258450022 64.730006406800015 90.490812212800009 69.999384342500022 0.10336500000000003 75.499969677400017 39.683197198900011 0.12376500000000003 41.11191809080001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -2 8 10 -10 20 12 -12 -9 15 16 -15 -18 -17 -14 21 -7 -22 -24 -25 26 -26 -28 -27 -29
right_child=5 2 3 4 -6 7 -8 13 9 -11 11 -13 19 14 -16 18 17 -19 -20 -21 22 -23 23 24 25 28 27 29 -30 -31
leaf_value=-0.00017529734524783676 -0.0031009037952539147 -0.0028972634238925298 -0.10307654344361693 0.044146152384253796 -0.06614208936958646 0.060214405520019866 0.020330308308077846 -0.013608877538181855 -0.031993445766229207 0.0043725465609710792 0.025174946384789718 0.094411546201185581 -0.016973286847432791 0.002854633134173043 -0.0063087758504750324 -0.0093311438602423896 0.050507593520780672 0.00090641032252027553 0.004078386106298031 -0.10099826981378045 -0.00033852922859401195 0.00091102162144806968 -0.10262948983703252 0.040081339542412497 -0.10151848404381461 0.057210633901572855 0.07226066689749891 -0.10060168218057453 -0.03256701499585548 0.017064122870540429
leaf_weight=27.577388350338577 0.99822452652591909 0.54801472422463027 0.067772947035338205 0.046727202205204321 0.060012300184880019 0.12636375461079241 0.77660065724224125 0.61289356977766551 0.77638340513198201 0.51944728495427395 0.06033425273077242 0.15600516606355075 0.028389211252033419 2.6526897240084968 1.7274317345285641 1.7040133063683223 0.47423070515287491 0.5274565829340645 6.057050687374824 0.064828510365774861 5.544227776603293 0.51333258877879961 0.076118159894576709 0.1095461460063234 0.11301135509165761 0.06983291980792572 0.028965698228072156 0.023674601355054392 0.035272943378245714 0.019926830407200669
leaf_count=3302 18 19 15 27 29 47 49 75 55 9 51 11 21 50 111 33 38 14 238 41 99 69 12 15 55 41 24 24 22 19
internal_value=-3.85135e-06 -0.000541143 -0.0145047 -0.0509552 -0.0178614 0.000635128 0.00715176 0.000109917 -0.00231634 -0.0174158 0.000490941 0.0297786 -0.035887 0.00156782 0.00227556 0.00357458 0.00875739 0.0243892 0.0011342 -0.0754087 -0.000870295 0.0126256 -0.00230426 -0.0251834 -0.0104543 -0.0294989 -0.0615445 0.000708445 0.0270818 -0.0468258
internal_weight=52.0962 28.2999 0.722527 0.174512 0.10674 23.7963 1.77483 22.0214 8.26566 1.29583 6.96983 0.309557 0.153552 13.7558 13.1429 11.4154 3.65438 1.00169 7.76106 0.0932177 6.66027 0.639696 6.02058 0.476349 0.40023 0.290684 0.185578 0.0725671 0.105106 0.0436014
internal_count=4633 3392 90 71 56 1241 67 1174 615 64 551 124 113 559 484 373 102 52 271 62 427 116 311 212 200 185 122 67 63 43
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=31
num_cat=0
split_feature=3 3 0 4 3 2 3 4 1 1 2 1 3 2 2 0 0 3 0 1 4 1 2 2 2 2 0 2 1 1
split_gain=0.00162531 0.00701741 0.0242535 0.0402116 0.00681138 0.00689778 0.034323 0.0166568 0.0161877 0.0123077 0.00800594 0.00976854 0.00594279 0.0144945 0.0297892 0.00902001 0.0271123 0.00766294 0.0289898 0.0487429 0.0064273 0.0352778 0.0193713 0.024892 0.0103445 0.0179841 0.0053905 0.00961026 0.0109662 0.0102506
threshold=0.10249000000000003 0.096480000000000024 86.692020874450009 41.444941515100005 0.09557000000000003 0.22387500000000005 0.08079500000000002 35.887362732750006 65.036490633650018 68.20618276945001 0.26597500000000007 69.999384342500022 0.10646500000000002 -0.051199999999999996 -0.031989999999999998 85.823648898300021 93.972365491700018 0.10876000000000002 97.886760529650019 62.068432857650002 39.955516828000007 62.132955852800002 -0.072755 -0.117885 -0.085550000000000001 -0.033594999999999993 97.789976036950009 -0.101255 70.663433500700009 65.130586668250018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 -7 -8 -9 -11 -12 13 15 -15 -2 -17 18 19 -14 21 -19 23 -23 -22 -26 27 -4 29 -29
right_child=12 2 26 -5 -6 6 8 9 -10 10 11 -13 17 14 -16 16 -18 20 -20 -21 24 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00019228918748740516 0.0078582785450819048 0.054642767766731076 -0.0011477859595164337 -0.011386199277206849 -0.010519867002718432 0.080527843850385417 0.0059597080960927416 -0.048490113510134832 -0.10075985271245058 -0.018218076732784649 0.1001678096118242 0.0062529848750874362 -0.0080851110981449894 -0.029654698062933429 0.00067950616166363969 -0.033200787543172176 0.0056644136616050235 0.051635866583722614 -0.0041707135391285226 0.074826041457053669 0.0033628581548987577 0.0036518357160017522 0.0043349942476098259 -0.10195668703568635 -0.014478719246867656 -0.00077628752765378478 -0.0039178455387003054 0.01386563807865788 0.0056754484423351239 0.056014601093303446
leaf_weight=35.053831882305808 0.93267643440049164 0.23107358185097515 1.1450950956996171 0.15350181148710362 0.61683066919871876 0.027353367829044628 0.019176411622652267 0.043603493868431542 0.054918130217541883 0.035541869308303831 0.018878181464970112 0.026796311799103023 0.13549570945906486 0.58182344841770828 0.72983117596450353 0.26069445094617549 0.57624421803128234 0.15003258817159804 0.53854488866383088 0.14874778528610477 2.7508064496585103 0.048483904603353167 0.70696851003414096 0.041355025022191572 1.2840945923411462 3.7699572055483266 1.1106699422040502 0.14138814341276851 0.59080044709844515 0.097482157863851171
leaf_count=3472 12 37 51 29 53 45 11 21 91 22 5 44 13 12 34 22 41 29 21 27 78 35 71 42 37 97 112 22 21 26
internal_value=-4.0052e-06 0.000312915 0.00460715 0.0282876 -0.000102191 7.99494e-05 -0.0173239 0.0098533 -0.0731398 -0.00563452 0.0173738 0.0450699 -0.000989816 -0.00480965 -0.0127761 0.00109518 -0.00644154 0.000239485 0.0094661 0.0353032 -0.000627952 0.00715263 -0.00122321 -0.0449623 -0.00157185 -0.0042577 0.00165557 0.00479024 0.0129858 0.0310665
internal_weight=52.0227 39.3669 3.47001 0.384575 35.8969 35.2801 0.226268 0.152173 0.0740945 0.12482 0.0812164 0.0456745 12.6558 3.08127 1.31165 1.76962 0.836939 9.57449 0.822788 0.284243 8.7517 0.94684 0.796807 0.0898389 7.80486 5.05405 3.08544 1.97477 0.829671 0.23887
internal_count=4633 4062 298 66 3764 3711 239 137 102 92 71 49 571 121 46 75 63 450 61 40 389 177 148 77 212 134 232 120 69 48
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=31
num_cat=0
split_feature=0 3 1 0 4 1 4 1 2 4 0 4 3 2 0 1 4 3 4 0 3 0 2 1 3 2 0 0 0 3
split_gain=0.00166557 0.0165019 0.00711648 0.00635506 0.0134316 0.0182592 0.00348813 0.0660125 0.0110915 0.0427838 0.049541 0.0342172 0.0164769 0.0273514 0.0103227 0.00781065 0.0127736 0.00642282 0.00635721 0.012254 0.0111054 0.0044363 0.0156422 0.0168679 0.00970931 0.0136129 0.0168753 0.0061911 0.00897259 0.0234181
threshold=85.619326080400015 0.10385500000000002 61.546871980350012 85.769879735700016 42.783136484500005 61.917879202350001 38.324118171300007 64.730006406800015 -0.047144999999999999 35.476804824450006 91.437149474700007 38.238138001450004 0.10526500000000003 -0.117885 89.861713010250014 68.20618276945001 33.036871954450007 0.094385000000000011 35.476804824450006 99.647700605050019 0.092895000000000019 86.09518316945001 -0.102645 61.987779113750001 0.10385500000000002 1.0000000180025095e-35 85.823648898300021 86.135510041400025 86.345209775600011 0.087475000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 7 -5 9 12 -11 -12 13 15 -15 -9 -17 -16 -10 20 -20 22 -8 -24 25 26 -25 -23 29 -29
right_child=3 2 -4 6 -6 -7 21 8 18 10 11 -13 -14 14 17 16 -18 -19 19 -21 -22 27 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0008841136938109378 -0.0038233274100258501 -0.012213383140357678 -0.067258395274795282 0.07705974998438396 -0.007666941585407195 0.019377907948851011 0.012083885383807693 -0.075030670973592922 -0.0024485351556592858 0.00076483795958999436 -0.095312127000441824 -0.00060945786701596086 -0.00068630736966447117 0.10043300931950497 -0.0078682299137939581 -0.10060388586412759 0.063129544643317534 0.069967547305915145 0.0035769148963033571 -0.0054612870776308935 0.021473399350157352 0.0059519446283991034 -0.018445543855735089 -0.0015964976166403643 0.0024853135983354045 0.0017529710751600935 -0.024542631027530667 0.0049693701012485502 8.0993159439688667e-05 -0.019458588072790994
leaf_weight=2.286062012541819 0.54202764900401124 0.041587116719824624 0.053964522165870221 0.1158945693750989 0.54940305296690883 0.90648769464496581 0.61900500604815523 0.019379763793381244 1.1113898123789208 0.19875378323013138 0.14351285328919627 0.051967631163620354 0.53364494745545143 0.049047730630265018 0.02013565263243855 0.0069351270000057577 0.015225074589249488 0.022389860023890762 0.73177972692064919 0.56012717973672455 0.65897718339692801 1.6808846670901392 0.76505393897603724 0.60696266299055446 2.1378357196226716 1.0208448422717991 0.6790955314245366 0.75988827476976328 34.290213553235589 0.81158855672038044
leaf_count=857 8 29 34 28 40 50 39 10 131 33 231 5 32 6 36 70 29 14 37 60 19 41 35 15 26 10 38 29 2599 42
internal_value=-2.67591e-06 -0.0025859 -0.0433011 0.00012134 0.0056465 0.0106961 -0.000110516 0.00262731 0.000535207 -0.00827612 -0.0343912 -0.0701358 0.00716493 0.0386402 0.0691702 -0.0286622 0.0118885 0.0331126 0.00358809 0.00702706 0.0120567 -0.000378115 -0.00294485 -0.0047305 -0.00236979 -0.00686908 -0.0137131 2.0393e-05 -0.000257627 -0.00764644
internal_weight=51.9901 2.38161 0.0955516 49.6085 1.99792 1.44852 47.6105 4.23916 4.12327 1.06099 0.394234 0.19548 0.666758 0.133113 0.0915732 0.04154 0.0221602 0.0425255 3.06227 1.95088 1.39076 43.3714 5.8288 5.20979 4.44474 2.3069 1.28606 37.5426 35.8617 1.57148
internal_count=4633 920 63 3713 98 58 3615 741 713 466 269 236 197 165 56 109 99 50 247 116 56 2874 163 124 89 63 53 2711 2670 71
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=31
num_cat=0
split_feature=2 2 4 4 3 3 3 2 1 3 4 0 4 0 0 3 3 2 4 1 2 2 2 3 4 0 1 4 0 4
split_gain=0.00196164 0.00288915 0.00810505 0.0283633 0.0116084 0.0457344 0.010147 0.00847424 0.0120285 0.00809807 0.0110608 0.00777716 0.00660363 0.0434684 0.0391586 0.00554657 0.016575 0.0077 0.0092398 0.0110289 0.00680292 0.00756802 0.00840465 0.0065855 0.00828538 0.00570093 0.00550874 0.0146286 0.00575108 0.018818
threshold=-0.63026499999999996 -0.14008999999999996 40.250747516500006 40.099856909850011 0.08574500000000003 0.088755000000000014 0.10020000000000003 -0.24150999999999997 63.910026677050006 0.10385500000000002 40.94178426300001 86.474255765850003 42.027798546600003 86.780739992750014 97.491557184450016 0.12140000000000002 0.096095000000000028 -0.58319500000000002 39.852039223600009 78.290589216800015 -0.23401999999999998 -0.245055 -0.51760499999999998 0.050735000000000009 39.065416244600009 89.711159354950013 73.007768990450018 46.324972967950011 86.345209775600011 43.521589032450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 7 -6 12 8 11 -8 -11 -4 13 -7 -15 16 17 18 19 -2 21 22 -19 24 -24 -25 28 -28 29 -9
right_child=1 -3 4 -5 5 6 9 26 -10 10 -12 -13 -14 14 -16 -17 -18 20 -20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-0.005808591917451836 -0.10027117096141187 -0.00012327760398270579 -0.10009386182980765 -0.10142327359012043 0.078375547462421188 -0.10288437076105746 0.073273314457436456 0.089980156021395905 -0.10032258705798554 0.059265834274614709 -0.029533717138608404 0.10021836052844449 0.0068400357291795947 0.10035781813254958 -0.051918843909798056 0.037463130035126913 -0.06900845283109075 -0.10027105604123837 0.1001503344449807 0.064596610919616271 0.00083049883983943936 -0.10056266513435941 0.03353968931118146 -0.012446601749088506 -0.10039960581289525 0.094424670324458448 0.056866963184001307 -0.025657834670296267 -0.002760442159947678 -0.00045227850120514707
leaf_weight=0.5753604410946086 0.0070762976160736448 48.379999921072269 0.0027818845594999031 0.029909299944080203 0.10073331264410956 0.039906826196784095 0.038047683122361065 0.029325113586125329 0.01870870475127262 0.027228824445160171 0.028930574053568137 0.0063912048935890198 0.591341286388122 0.035869556129910052 0.031910889185155611 0.033910096295372227 0.037041474503161087 0.0094453234618327997 0.016377578722313046 0.0095111617556131733 0.53804472357966537 0.013455373983930485 0.0086506207978160887 0.0093375917072577863 0.0099084300337608511 0.010723879192646946 0.055893618585663662 0.034887309678367728 1.1033041781106474 0.1068591032591506
leaf_count=72 13 3015 74 13 27 23 11 74 187 16 27 1 55 13 33 20 48 30 4 32 216 31 35 7 11 33 69 255 85 103
internal_value=-2.01327e-06 6.30279e-05 0.0030821 -0.00604844 0.00605541 0.0149046 0.00684439 0.000230659 -0.0543308 0.0376531 0.0135207 0.0394705 0.00269234 -0.0200838 0.0286663 -0.00199348 -0.00399174 -0.000184309 0.0468697 -0.00573685 -0.00277141 -0.0342725 -0.0157155 0.00496405 -0.0379687 0.0446815 0.00137424 0.0251525 -0.000367296 0.0190209
internal_weight=51.9409 51.3655 2.98551 0.733392 2.25212 0.893969 0.793236 1.35815 0.0278818 0.0942071 0.0561594 0.00917309 0.699029 0.107687 0.0677804 0.703483 0.669572 0.632531 0.032965 0.0165875 0.599566 0.0615212 0.0480658 0.0386205 0.0185591 0.0200615 1.33027 0.0907809 1.23949 0.136184
internal_count=4633 4561 1546 493 1053 205 178 848 262 54 43 75 124 69 46 480 460 412 49 45 363 147 116 86 46 40 586 324 262 177
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=31
num_cat=0
split_feature=2 2 4 4 3 3 3 2 1 3 4 0 4 0 0 3 3 2 4 1 2 2 2 3 4 0 4 1 4 2
split_gain=0.00158367 0.00237509 0.00670734 0.0216045 0.0097219 0.0400967 0.00859103 0.00764638 0.0108802 0.00712211 0.0101529 0.00703581 0.00564936 0.0391946 0.03495 0.0045924 0.0138314 0.00538658 0.00787137 0.00974809 0.00549767 0.00727715 0.00724006 0.0054676 0.00737442 0.0052218 0.00477888 0.00457951 0.0122532 0.00574695
threshold=-0.63026499999999996 -0.14008999999999996 40.250747516500006 40.00488309970001 0.08574500000000003 0.088755000000000014 0.10020000000000003 -0.24150999999999997 63.910026677050006 0.10385500000000002 40.806664626150003 86.474255765850003 42.027798546600003 86.780739992750014 97.491557184450016 0.12140000000000002 0.096095000000000028 -0.58319500000000002 39.852039223600009 78.290589216800015 -0.23401999999999998 -0.245055 -0.51760499999999998 0.050735000000000009 39.065416244600009 89.711159354950013 38.396531328800009 73.007768990450018 46.324972967950011 -0.21563499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 7 -6 12 8 11 -8 -11 -4 13 -7 -15 16 17 18 19 -2 21 22 -19 24 -24 -25 -18 -9 -29 -30
right_child=1 -3 4 -5 5 6 9 27 -10 10 -12 -13 -14 14 -16 -17 26 20 -20 -21 -22 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=-0.0052106433801481986 -0.10024533421947737 -0.00011094143552456099 -0.10008492651852706 -0.088128183226515833 0.075113124292567612 -0.10260633213909637 0.069600223807479669 -0.0003222198489182882 -0.10029190588033461 0.067659915109231292 -0.020968491313569648 0.10019753084827768 0.0061821836632202868 0.10032371738377231 -0.047997414978872187 0.03420124248962305 -0.027389526124971499 -0.10025747079236691 0.10014657239918046 0.060662297538650781 0.00074784963394779213 -0.10050892393114792 0.030528691789460244 -0.011218975955645147 -0.10037267593623452 0.093277443033844012 -0.10115324597063485 0.052883433476563657 -0.10012065082745286 -0.0016827237969165841
leaf_weight=0.57714751182815049 0.0064044653395498594 48.38322832631026 0.0025173665102887766 0.030361900640357931 0.094906670281971972 0.036202053259785316 0.036151547907989467 1.2389752486205972 0.016933251224482859 0.020754384295059936 0.034264793765309776 0.0057841422967612743 0.58897085312890596 0.032466586795635521 0.031110279420374809 0.033455134975255874 0.017308971321623901 0.0078579482142018264 0.012844632379710674 0.009135556220035923 0.53776760795126577 0.01218110464837352 0.0085585799665395257 0.0093241715124428026 0.0086566885548791106 0.0098168714060595796 0.017830609205621073 0.054186842039882666 0.0075942535513608958 0.027075953761659388
leaf_count=72 13 3015 74 18 27 23 11 262 187 14 29 1 55 13 33 20 31 28 3 32 216 31 35 7 10 33 16 69 19 236
internal_value=-1.56535e-06 5.70018e-05 0.00281202 -0.00556783 0.00552583 0.0137412 0.00627299 0.000214179 -0.0543164 0.03512 0.012464 0.0394635 0.00245448 -0.0195493 0.0277452 -0.00194095 -0.00377943 -0.00033407 0.0422239 -0.00565211 -0.00236717 -0.032071 -0.0132162 0.00559661 -0.035295 0.0423741 -0.0648189 0.0012505 0.0231797 -0.0232448
internal_weight=51.9098 51.3326 2.9494 0.721504 2.22789 0.874827 0.77992 1.35307 0.0252348 0.0911707 0.0550192 0.00830151 0.68875 0.0997789 0.0635769 0.691142 0.657687 0.622548 0.0283847 0.01554 0.594163 0.0563954 0.0442143 0.0363563 0.0172153 0.019141 0.0351396 1.32783 0.088857 0.0346702
internal_count=4633 4561 1546 493 1053 205 178 848 262 54 43 75 124 69 46 475 455 408 48 45 360 144 113 85 45 40 47 586 324 255
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=31
num_cat=0
split_feature=3 3 3 1 1 3 2 4 4 4 2 0 0 2 3 3 0 3 3 3 0 2 4 3 1 2 2 0 1 3
split_gain=0.00163535 0.0227967 0.0102003 0.0152783 0.0439581 0.0364323 0.0273991 0.035238 0.035683 0.0233541 0.016423 0.00932291 0.0178467 0.010981 0.00764373 0.00703316 0.0190215 0.00640031 0.0106846 0.0350258 0.0259086 0.0121507 0.0135966 0.00599366 0.0143084 0.00769929 0.0448248 0.0285026 0.0217104 0.00999402
threshold=0.092015000000000027 0.092185000000000031 0.088145000000000015 75.499969677400017 76.871083323950003 0.088890000000000011 0.059500000000000011 40.00488309970001 40.890797847750008 43.384297312450009 -0.056184999999999992 86.420486603250012 94.848802842250009 -0.11334499999999999 0.090665000000000009 0.092895000000000019 86.103248543850015 0.08729000000000002 0.087785000000000016 0.08759500000000002 86.904409066750006 -0.087660000000000002 40.858951393400005 0.10249000000000003 61.928633034850002 -0.13006999999999999 -0.14907499999999999 86.780739992750014 69.999384342500022 0.09803000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 17 5 -5 -4 7 -6 -9 -10 11 -7 13 -13 -12 16 -3 -1 19 -19 -21 22 -20 24 -17 26 27 -26 -29 -30
right_child=1 15 3 4 6 10 -8 8 9 -11 14 12 -14 -15 -16 23 -18 18 21 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-5.5156067217812186e-05 0.019469712848160008 0.0065848810679445318 -0.026969505674809321 -0.0048468197993881247 -0.10059765926994375 -0.006662110911469646 0.088736706174255789 0.1000281088611587 -0.10081785445453728 0.064211856842399592 -0.0047961337038625925 0.00086819872127584996 -0.0056804169998934083 0.019271860776679861 -0.021190312020140382 0.015858299352698627 -0.018701232885909812 0.050334618521209087 -0.003259648537574854 0.027095553839312808 -0.049547993955326962 -0.0088757498919244775 0.018734785317776999 -0.00082630361224953592 -0.073128647911370831 0.0018807311067226069 -0.1013393586370623 0.077556779922179103 -0.032405434098360462 0.043788630013725967
leaf_weight=21.045258816436057 0.62509601261627068 0.54046930101401602 0.71729540780558032 0.58407492115657067 0.02124507337855519 1.1927854756741569 0.094150890344762317 0.047812884911422771 0.020708745204018442 0.014635315628879653 0.55237156401466314 0.54685485804293421 1.0377823696207995 0.79634000947044137 0.58622614368852055 0.74588970408604272 0.66174518315966324 0.19491974276098689 0.52176361593904352 0.088350998237729073 0.088071734387085598 0.6150302830703821 0.60926161503084586 12.619983577447982 0.034474261890864 7.1016155158013294 0.048999022052157559 0.054053975945862476 0.048740409561268905 0.02661469920817261
leaf_count=2783 18 8 66 13 68 74 25 19 41 68 24 11 30 33 37 57 60 36 12 5 35 30 31 571 5 324 11 24 90 24
internal_value=-1.49572e-06 0.000639887 -0.000492937 -0.00409114 0.0089712 -0.00597394 0.0496191 0.0143424 0.0437075 -0.0324821 -0.00277808 0.000554101 0.00416917 0.0117792 -0.013237 0.000101996 -0.00733357 0.000472111 0.00571273 0.0211162 -0.0111656 0.00243679 0.00858833 0.000534249 0.00266444 0.00131901 -0.0174198 0.00767109 0.0291959 -0.00549442
internal_weight=51.8826 22.5077 29.3749 6.21228 0.782628 5.42966 0.198553 0.104402 0.0831569 0.0353441 4.71236 3.57376 2.38098 1.34319 1.1386 21.8826 1.20221 23.1627 2.1174 0.371342 0.176423 1.74606 1.13103 20.6804 8.06039 7.3145 0.212882 0.163883 0.129409 0.0753551
internal_count=4633 1192 3441 509 234 275 221 196 128 109 209 148 74 44 61 1174 68 2932 149 76 40 73 43 1106 535 478 154 143 138 114
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=31
num_cat=0
split_feature=4 4 1 3 1 1 1 0 3 1 0 4 0 4 0 1 0 0 4 2 3 2 2 1 2 4 1 1 1 3
split_gain=0.0016979 0.00922759 0.0146079 0.0129568 0.0218958 0.0125592 0.0164955 0.0116668 0.0108744 0.00857601 0.0292462 0.00880686 0.00808619 0.0388588 0.0293755 0.00851433 0.00728654 0.0143078 0.00725524 0.00885201 0.00705004 0.00831347 0.00696162 0.0108635 0.00788154 0.00812535 0.00692349 0.00684443 0.00657819 0.0352425
threshold=40.518963363600001 40.165165956550005 61.998532946250002 -0.13578999999999999 68.20618276945001 71.322105742700003 75.424692849750016 98.51854819030001 -0.245505 61.821094709650005 85.431134011250023 40.767054867700004 85.823648898300021 38.110427674550003 85.662341410450011 61.944763783650011 86.162394622750014 86.474255765850003 39.525197829750006 0.20852500000000004 0.091510000000000022 0.047710000000000009 -0.013285 61.076391807500009 -0.23381499999999997 48.823707093150006 68.327163385350005 58.793890854750011 75.085947125300024 0.10249000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 18 -6 -7 -8 -9 10 11 -2 13 -5 -15 -14 -17 -18 19 27 21 -4 23 24 25 -13 -22 -1 -19 -30
right_child=9 2 20 12 5 6 7 8 -10 -11 -12 22 15 14 -16 16 17 28 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.040726084737751141 -0.10077637140850292 0.018182082894799639 0.016358655449565697 -0.0016133004887246432 0.050756467161094276 -0.10061251020975676 0.094934704319563468 -0.10014452870767716 0.066670031082752865 -0.00030647525230155742 -0.10158372548827854 -0.10029992989189628 0.01214482550809416 -0.010302911254067022 -0.095849154247721446 0.010403268306634154 -0.015300068003120794 0.001955355724398684 -0.10096121815542775 0.044159609181054112 0.0046774916006397443 -0.00080887789675236155 -0.070105995325625906 0.094155103001856713 0.021512975377293724 -0.0016797379442956382 -0.0065033565277398623 -0.10036307244455399 -0.0015300536488330914 -0.061243638667158797
leaf_weight=0.0043195270691586121 0.0083599014678840955 0.69498313855365168 0.62771902480827202 1.4530032662453329 0.034821980189008173 0.018949702876994934 0.011972251493716612 0.0099901592686864049 0.0064185963179967933 33.406012538098679 0.036904341668559937 0.012845193875404615 0.62311445048544456 0.07957842392090686 0.080996157905246946 0.65487821563146908 0.61317330284509708 7.6383402453042768 0.037530625650560978 0.0096057407208718359 1.0843187291375218 0.5122766491584656 0.011226158871040642 0.01425436402860214 0.066742911717511788 0.023895622073268896 1.1320249149370338 0.016854719977131616 2.8131258726985422 0.10243633745497982
leaf_count=42 15 22 50 155 11 16 3 101 20 2613 15 74 14 36 11 18 15 436 13 6 22 15 143 6 80 18 30 53 464 116
internal_value=1.35188e-07 0.000776217 0.00498614 -0.000424121 -0.0296133 0.00517225 -0.0283648 0.0198742 -0.0348918 -0.000421886 -0.0225505 -0.00131115 -0.000111723 -0.00677218 -0.0534537 0.000751845 0.000151341 -0.00044987 -0.0714476 -0.035461 0.00225371 0.00864413 0.00513653 0.0123108 0.00103715 -0.036159 -0.00103326 -0.071581 0.000412915 -0.00362805
internal_weight=51.8407 18.2604 4.05132 14.2091 0.150463 0.0821527 0.0473307 0.028381 0.0164088 33.5802 0.174228 0.137324 14.0586 1.61358 0.160575 12.4451 11.822 11.1671 0.0683106 0.03078 3.35634 1.14 0.128964 0.117738 0.103484 0.0367408 2.21634 0.0211742 10.5539 2.91556
internal_count=4633 1669 139 1530 265 151 140 124 121 2964 351 336 1265 202 47 1063 1049 1031 114 101 117 65 321 178 172 92 52 95 1016 580
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=31
num_cat=0
split_feature=2 2 3 3 4 0 0 4 3 2 1 1 2 2 3 3 2 4 0 4 1 3 4 0 0 2 4 1 1 0
split_gain=0.00149381 0.00227911 0.00542898 0.0414399 0.0634671 0.0131457 0.036859 0.00918413 0.00782386 0.00614131 0.0185978 0.01814 0.0146565 0.0122083 0.00858467 0.00843284 0.00545694 0.0145298 0.00602984 0.00494773 0.00430071 0.00558457 0.00372742 0.0031278 0.0165911 0.0100752 0.00669596 0.0213397 0.0129034 0.00988862
threshold=-0.63026499999999996 -0.13734499999999997 0.084995000000000029 0.088565000000000019 43.384297312450009 86.420486603250012 85.990333302400003 38.804629908750009 -0.10978499999999999 -0.16164499999999998 71.397382570300024 78.27445846800002 -0.26416999999999996 -0.59614999999999996 0.095830000000000012 0.10020000000000003 -0.14907499999999999 41.037275035300006 93.72771580185001 41.11191809080001 68.20618276945001 -0.11223 42.206017975500011 86.393602021950016 86.135510041400025 -0.237895 42.620627117000005 72.04530097975001 63.910026677050006 95.746747857800017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 16 6 22 8 20 10 12 15 -7 -13 -15 -12 17 18 -4 -11 21 -2 -5 24 25 -9 -25 28 -28 -29
right_child=1 -3 3 5 -6 9 -8 23 -10 19 11 13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=-0.0050737811566782583 -0.10009280148728655 -0.00013745357773087128 0.046231509910773454 0.0035860318183853499 -0.051593602024627074 0.014718513570141048 -0.10206083065026635 -0.10024482758867384 -0.10031045398174657 -0.0060594926085425008 -0.10039381679308788 0.090601361075790504 0.08555235450358939 0.079879552036214316 -0.10021270687078612 -0.015067670182389714 0.10031670959319945 0.099260163480552235 -0.10028218951550789 0.0071402702558590828 0.030656158939691203 0.085457495518263371 0.068005138434400425 0.00054349149915882929 0.098654631898742406 0.0087841405916991126 0.026955664176681767 0.067414535512082777 -0.10068918878270837 -0.012927615045991046
leaf_weight=0.57413335943272059 0.0074130820602356096 47.263558814935109 0.004886525135656683 0.01797595405884056 0.04350267558544374 0.069477150155762502 0.042174607922788709 0.0091517970761079703 0.016822829481836332 0.5520443487675839 0.023306154331631745 0.019013401483675474 0.050402552908053511 0.0040124651331691075 0.0077772235703896797 0.02302629564661629 0.095264551033551359 0.023450276290155614 0.0066069245359443585 0.58478056417698099 0.011964010829368377 0.0020763937477568106 0.017952520749531686 2.0659613177357845 0.020110276163904928 0.11471391900231326 0.0099385114622804194 0.021511248693975915 0.038983007933381941 0.053224390312841763
leaf_count=72 115 2979 6 36 13 38 8 174 116 37 40 20 24 24 40 25 19 10 43 25 31 4 8 127 4 158 13 93 82 249
internal_value=-1.2888e-06 5.55684e-05 0.00236077 0.00689067 0.05298 0.00122032 -0.0386547 -0.000667575 -0.0492547 0.0035552 0.0198547 -0.0184476 0.0445001 0.0410276 -0.0389207 -0.0579884 0.0879181 0.0541165 -0.0379908 0.00073044 -0.00921911 -0.0594925 0.0357746 0.000129365 0.0144067 0.000728554 -0.000809424 -0.0234128 -0.0747579 0.0101974
internal_weight=51.7952 51.2211 3.95752 1.58565 0.173711 1.41194 0.0781031 2.37187 0.0382763 1.33384 0.197015 0.0771355 0.11988 0.0308031 0.0117897 0.0463324 0.130208 0.0349437 0.0114934 1.13682 0.0214535 0.00948948 0.0359285 2.33359 0.143976 0.123866 2.18962 0.123657 0.0489215 0.0747356
internal_count=4633 4561 1582 416 91 325 52 1166 266 273 211 149 62 84 64 65 78 59 49 62 150 119 44 900 336 332 564 437 95 342
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=31
num_cat=0
split_feature=4 4 1 3 1 1 1 0 3 1 0 0 2 1 3 1 2 2 2 0 4 2 0 0 4 2 4 0 3 2
split_gain=0.00153067 0.00744884 0.012021 0.0113743 0.019029 0.0107564 0.0148313 0.0104594 0.00961902 0.00728048 0.0153275 0.0313979 0.0179619 0.0447666 0.052859 0.0511098 0.0201723 0.0168555 0.024146 0.015762 0.0123475 0.0366389 0.111289 0.0874875 0.0430942 0.0404304 0.0336701 0.0125819 0.010106 0.00874772
threshold=40.518963363600001 40.165165956550005 61.998532946250002 -0.13578999999999999 68.20618276945001 71.322105742700003 75.424692849750016 98.51854819030001 -0.245505 61.987779113750001 86.474255765850003 86.624809421150005 -0.083834999999999993 62.068432857650002 0.10052500000000002 62.154463517850012 -0.091149999999999995 -0.051199999999999996 -0.031989999999999998 86.420486603250012 42.686561923500008 -0.08725999999999999 86.474255765850003 85.683849075550015 41.559097512700014 -0.084729999999999986 43.067541470150012 86.135510041400025 0.08326500000000002 -0.068964999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7 -8 -9 20 12 -12 16 17 15 -15 -11 28 -19 29 21 27 23 24 -23 -26 -22 -2 -14 -17
right_child=9 2 -4 -5 5 6 7 8 -10 10 11 -13 13 14 -16 19 -18 18 -20 -21 26 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.069893710565250719 0.0015660827640462845 0.016576255063242132 0.0020556057668718632 -5.9527160248223912e-05 0.046664345286551445 -0.10055328232166759 0.093606039660729279 -0.10013078119292765 0.062326010168962623 0.0026327822871269543 -0.021878465299090058 -0.00044953904391883525 0.0026253975625864915 -0.014628087709626453 0.085768029720519112 0.060131709662033052 -0.015447003598488102 -0.019095224364376946 0.0090429882631829894 0.10224862861769971 0.050847114864175091 0.079775140404423073 0.0035031458563939224 -0.094339658663523909 0.071183285618082834 -0.10141510599857098 -0.00053346456133060883 -0.01470583805718581 0.015850073972437421 -0.030026034107617297
leaf_weight=0.062256354983599382 2.6737752488129445 0.68708525463261949 3.3491533537967513 14.034806541360137 0.03384087929589441 0.017237388198822146 0.010920405271463096 0.0090580583862385211 0.0060984447131602346 3.3128363869250279 0.70976045037969271 18.660048608237208 1.0603737215878943 0.20857873191471288 0.15379703993494331 0.027560167363844701 0.75839509157231066 0.59503926284378394 0.62559323564027891 0.063228070735931396 0.13791917730862802 0.049588598709763065 0.61197586089838296 0.28180320406136161 0.020102267153561115 0.041776085032853016 1.6947517952872584 0.57789644808508445 1.2698085148731477 0.017656542806563036
leaf_count=114 141 22 117 1265 11 16 3 101 20 206 22 1915 20 23 22 22 43 13 34 1 37 25 24 32 2 61 249 8 28 36
internal_value=-7.35738e-07 0.000737393 0.00452744 -0.000341858 -0.0287647 0.0044223 -0.0285808 0.0189945 -0.0347639 -0.000401354 0.000292297 -0.00123475 0.0039472 0.00868729 0.0376615 0.0143237 -0.000735147 0.00484545 -0.00467395 0.0700086 -0.00352957 -0.00648411 -0.0231697 -0.0646758 0.0103184 -0.0453435 0.00333322 -0.00132581 0.00983205 0.0249263
internal_weight=51.7627 18.2105 4.03624 14.1742 0.139412 0.0771552 0.0433143 0.0260769 0.0151565 33.5523 27.4627 19.3698 8.09287 4.02164 0.470821 0.317024 4.07123 3.55081 1.22063 0.108445 6.08959 4.25692 1.00525 0.39327 0.111467 0.0618784 1.83267 3.25167 2.33018 0.0452167
internal_count=4633 1669 139 1530 265 151 140 124 121 2964 2385 1937 448 199 104 82 249 95 47 59 579 293 144 120 88 63 286 149 48 58
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 1 3 0 2 2 2 1 1 0 4 0 0 1 1 0 0 3 3 1 3 1 0 1 4
split_gain=0.00152136 0.0251191 0.069229 0.0704757 0.061518 0.00973614 0.00893878 0.0297857 0.0195442 0.0614119 0.12682 0.018803 0.0173866 0.0330722 0.0257054 0.0354995 0.0603386 0.0215476 0.0754184 0.0163592 0.011037 0.0108192 0.0104554 0.0447617 0.0467722 0.0398821 0.02489 0.0236327 0.0162484 0.0143179
threshold=-0.06828999999999999 -0.054875 86.393602021950016 70.128430332750014 70.182199495350019 -0.05953 74.757955233350017 0.12001500000000002 92.773313165550022 -0.095854999999999996 -0.079369999999999996 -0.075639999999999999 64.108972578700019 64.369753017350021 89.980005167950011 36.772607578000013 87.727077254650013 91.109157582800023 67.606656606400023 64.724629490550015 86.420486603250012 90.490812212800009 0.083905000000000021 0.088260000000000019 77.443724905700023 0.074735000000000024 87.143681840350013 101.61296349840002 79.328334055150009 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 8 11 12 -10 -11 22 -1 -14 15 -15 19 21 -19 -17 -21 -16 25 24 -24 -8 -27 -26 -29 -30
right_child=1 -3 3 4 5 -7 7 -9 9 10 -12 -13 13 14 17 16 -18 18 -20 20 -22 -23 23 -25 27 26 -28 28 29 -31
leaf_value=-0.00061088837652592196 -0.017714237052229555 3.4476396660418895e-06 0.067066190560073707 0.10018589107947345 -0.10158294461567884 -0.024350645233855942 0.022490928109083843 0.06728075322496592 0.00091431337485339814 -0.10161170592260226 -0.01062773936011639 -0.051195305630440974 0.096768996301003607 0.0328731979103105 0.029765150905943873 0.10092839208760661 -0.074460802025807543 -0.090140254067242881 0.061489837481601688 0.027141863355383281 -0.10064134085388675 0.080090657396075141 0.090841869051393728 0.0019634763240172731 -0.048756125776007964 -0.10049103225876597 0.021025373809920752 0.10018404073347809 -0.046665045936289722 0.099042957283013239
leaf_weight=22.391159849617203 0.30384152937836262 21.662536403922871 0.32893983928079251 0.027134964475408196 0.049196459986831087 0.024427088827323473 0.1068381933025645 0.073650968742694611 1.987017952313437 0.19648173000524594 0.69545235212763046 0.062846170900094811 0.046773212651351481 0.12116808658180389 0.088765647262334824 0.027174366356575774 0.13465219306726794 0.054739820741815493 0.081851355279468407 0.033439382371085458 0.0084717867741943564 0.082349336228162429 0.12059268795212597 2.7810358050717263 0.051438523469442998 0.064339566531756986 0.022839699555277315 0.027507037016889058 0.023113179193640421 0.0095223432756910142
leaf_count=1072 34 1464 33 7 35 30 223 42 340 123 45 35 21 36 19 2 28 21 31 92 17 23 17 294 12 224 209 5 93 6
internal_value=-7.38753e-07 0.000619721 0.0188192 0.0446521 -0.0285216 -0.0759585 -0.00047511 0.00439126 -0.00110217 -0.008871 -0.0306703 0.00297481 -0.0001327 0.0156274 0.00962807 -0.00998895 -0.0354802 0.0303416 0.000723071 0.0404956 0.00131218 0.0539844 0.00403629 0.00548509 0.0476679 -0.0184646 -0.0686555 0.00100704 0.0435683 -0.00415059
internal_weight=51.6893 22.3961 0.73354 0.429698 0.100759 0.0736235 29.2932 3.34372 25.9495 2.87895 0.891934 3.27007 23.0705 0.679385 0.632612 0.324906 0.203738 0.307706 0.136591 0.0690855 0.0419112 0.171115 3.20723 3.01321 0.232174 0.194017 0.0871793 0.111581 0.0601426 0.0326355
internal_count=4633 1603 139 105 72 65 3030 1160 1870 508 168 1118 1362 290 269 175 139 94 52 111 109 42 1083 427 133 656 433 116 104 99
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=31
num_cat=0
split_feature=3 1 3 2 1 3 0 1 3 2 3 0 0 3 3 4 0 3 0 1 1 3 1 0 0 0 4 2 3 3
split_gain=0.00160622 0.0143293 0.0325809 0.0182806 0.0171743 0.0107402 0.0970599 0.0100946 0.00698878 0.0323782 0.0202002 0.0133107 0.0160565 0.017932 0.0291424 0.125033 0.0132724 0.0101026 0.0309632 0.0186736 0.00933736 0.0233011 0.0221125 0.0198222 0.0181707 0.0169005 0.01573 0.0156376 0.00821089 0.0150448
threshold=0.083395000000000011 61.93938686740001 0.08079500000000002 -0.06828999999999999 61.740440965750004 0.083905000000000021 95.988709089550014 61.740440965750004 0.082535000000000011 -0.082404999999999992 0.081775000000000028 86.692020874450009 96.741477366050006 1.0000000180025095e-35 0.079745000000000024 42.320906304050006 86.538778761000017 -0.098985000000000004 97.789976036950009 78.290589216800015 63.452988794850008 -0.091114999999999988 68.20618276945001 93.72771580185001 94.743952975150009 91.109157582800023 36.654713368950006 -0.043559999999999995 -0.22831499999999999 -0.21029499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -2 -5 10 -10 11 16 13 20 15 -15 -3 18 -14 -20 -13 22 25 -24 -25 -22 -23 -26 -21 -30
right_child=5 8 -4 7 -6 -7 -8 -9 9 -11 -12 12 17 14 -16 -17 -18 -19 19 28 21 26 23 24 27 -27 -28 -29 29 -31
leaf_value=0.0028817682068871327 -0.091926268171336756 -0.0019021795115699057 0.09681142875690224 -0.041870671164105776 -0.10043588555365322 -0.00012437420666092173 0.0056214237938003115 0.10012131572544512 -0.010032368590386857 0.021377135721456903 -0.017436863937301438 0.0028662237362672882 0.079791764331875112 0.085717428510865182 0.0045651896476788297 0.0020194535195061031 -0.018880031388700754 -0.0029903915858946173 -0.10026330508605458 -0.034953478432831551 -0.0061234298267360508 -0.015432887761176461 0.054288639166947185 -0.090658921782818619 -0.033940490448674997 -0.10083323413388222 -0.10164585593007747 0.071985878625677499 0.088180000018638363 -0.0080322836845059271
leaf_weight=0.1037583253833822 0.12605265880051142 2.3813421212660351 0.050555536419778946 0.006236712803860677 0.019041739074151964 36.064827220249015 0.53458722515518353 0.025388589012436569 0.59053789991680916 0.73876416065521555 0.64549256234928876 2.5708673945628111 0.060047989398295587 0.25668281993986886 1.6102716325028437 0.585837640815285 0.57082675216952328 4.2114395437215428 0.018633680592003543 0.029983064544620852 0.048723547993973049 0.040761153251196003 0.087072535816403729 0.02260393062678645 0.029817907270612287 0.03072085672420144 0.044016890356868288 0.02616706610206132 0.02582624335546857 0.043844169344751549
leaf_count=257 82 248 22 120 42 2307 21 8 55 28 96 19 12 62 33 91 66 566 54 150 28 10 37 30 34 29 31 10 22 63
internal_value=-7.5005e-07 0.0008759 0.0271327 0.00432142 -0.013139 -0.000355828 -0.0129911 0.0721196 0.000509026 0.00742357 -0.000179943 0.000697472 0.00247982 0.0061558 0.0124497 0.0275189 -0.00518499 -0.0020032 0.0213095 -0.00837874 0.000833878 -0.0150047 0.000625802 0.0214258 -0.0149846 -0.0427474 -0.0601948 0.0155689 0.00880227 0.0276328
internal_weight=51.6007 14.8753 0.204981 0.154425 0.1228 36.7255 0.66064 0.0316253 14.6703 1.3293 13.341 12.6955 9.74332 5.35354 2.45279 0.84252 2.95217 4.38977 0.178335 0.118287 2.90075 0.329884 0.245106 0.165661 0.0785889 0.0794444 0.084778 0.055985 0.0996535 0.0696704
internal_count=4633 2223 449 427 299 2410 103 128 1774 83 1691 1595 1281 414 186 153 314 867 301 289 228 209 168 111 74 57 41 44 235 85
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=31
num_cat=0
split_feature=4 2 2 2 2 3 4 1 2 0 0 2 2 2 3 4 3 2 4 2 0 4 2 3 0 0 1 1 0 0
split_gain=0.00296371 0.0153008 0.0163738 0.00333755 0.00807197 0.00290401 0.00708062 0.00259101 0.00183248 0.0113997 0.0158935 0.00222074 0.0043338 0.00648941 0.0270487 0.0458857 0.0406457 0.0124528 0.0415266 0.00957348 0.0496112 0.0333609 0.00822178 0.029822 0.0381056 0.062044 0.076485 0.00637993 0.0129899 0.00473217
threshold=33.96174662340001 0.15915000000000004 -0.11692 -0.09280999999999999 0.11061500000000003 0.099465000000000012 30.518512326550006 77.443724905700023 0.28423000000000004 100.53758024625002 93.910530954700008 0.067985000000000018 0.048475000000000011 -0.0025899999999999999 0.090465000000000031 36.772607578000013 -0.144095 -0.013285 40.250747516500006 -0.022394999999999998 87.028078140750011 42.283941020600004 -0.031989999999999998 0.12376500000000003 86.538778761000017 99.013224486300018 80.677940036650014 72.327589083450007 89.711159354950013 85.823648898300021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 6 -3 -1 11 10 -10 12 13 17 15 -15 -17 19 -19 22 -21 -22 29 24 -24 -26 -27 28 -14 -2
right_child=8 5 3 4 -6 -7 -8 -9 9 -11 -12 -13 27 14 -16 16 -18 18 -20 20 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.10032311513562571 0.0025388143191680777 0.053981901325110521 0.085450547438971347 -0.01063437476092944 0.10021155629939693 -0.10135909927453049 -0.10042640210032172 0.022760121258104473 -0.002177779020851311 0.00012393851194889672 0.085344665504865636 -0.0018033788343176306 0.0010554310403775684 0.10005438277542707 -0.0020947562659490307 0.04180759197260206 -0.092163145945700284 0.075249783737731848 -0.0076724762180212626 0.051000740641804057 -0.013462312897100216 -0.10268948866207959 -0.023564280172048209 0.0010143380371006902 0.082291673464723269 -0.10293079979099092 0.077891593860970221 -0.00080199365463947325 0.019273962985127163 -0.00066262370749938448
leaf_weight=0.011827498356553334 5.4166108938984179 0.0049633892562681581 0.012759006495385639 0.020729721813521229 0.0096176078984342439 0.018005265386001224 0.0073939626783126045 0.0019994160619387644 0.043159060217432876 0.54180716453029731 0.03995697421873956 6.227182591472725 1.0141789345627636 0.019121472971167619 1.606782634616138 0.028386971519510529 0.11197955350056288 0.093827436131845299 0.16947933541029414 0.071117104385172492 0.10855920072754088 0.068244688598952052 0.094335511825021867 2.0190563363139518 0.19204742251895368 0.049185894426045706 0.044606674448004924 1.5807314886174593 0.63728297280613322 31.280875601814895
leaf_count=92 705 31 24 57 4 16 18 72 30 70 32 432 79 5 53 42 110 16 38 39 39 17 21 11 19 8 70 74 18 2391
internal_value=5.50659e-07 -0.0184094 0.0121642 0.0425369 0.0244947 -0.0757383 -0.0384076 -0.0825249 3.17819e-05 0.0054139 0.0398975 -3.43833e-05 0.000212574 -6.29252e-05 -0.00599355 -0.0452724 -0.0650696 0.000201544 0.0218763 5.649e-05 -0.0195322 -0.0479032 0.000180706 0.00585217 0.0315452 0.0497329 -0.0169337 0.00373914 0.00808578 -0.000190086
internal_weight=51.5458 0.0872959 0.0569333 0.0431063 0.0303473 0.0303626 0.0123574 0.0138269 51.4585 0.624923 0.083116 50.8336 44.6064 41.3742 1.76627 0.159488 0.140367 39.6079 0.263307 39.3446 0.247921 0.176804 39.0967 2.39923 0.380176 0.28584 0.0937926 3.23219 1.65146 36.6975
internal_count=4633 314 249 85 61 65 49 164 4319 132 62 4187 3755 3584 210 157 152 3374 54 3320 95 56 3225 129 118 97 78 171 97 3096
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=31
num_cat=0
split_feature=2 3 0 1 4 0 3 1 4 0 2 2 0 0 0 0 2 3 4 2 0 4 2 3 0 2 4 1 1 4
split_gain=0.00152487 0.0113781 0.0188249 0.00948585 0.0252619 0.0485683 0.0102356 0.00987812 0.00785747 0.0279005 0.0322905 0.0224007 0.0230739 0.0218548 0.0201192 0.0151708 0.0141844 0.0122413 0.0158652 0.0158633 0.0116535 0.00829451 0.00819588 0.00847169 0.00981459 0.0064314 0.007776 0.00574272 0.0371451 0.0257829
threshold=-0.092084999999999986 0.25799500000000009 86.474255765850003 62.00390986255001 41.935569238650011 85.307464937250003 0.099855000000000027 61.076391807500009 43.219899330700009 96.082805124100005 -0.098419999999999994 -0.10290999999999999 86.345209775600011 87.345316200150009 97.32487278035002 85.990333302400003 -0.156745 0.087125000000000022 49.064150740050003 -0.237895 100.35207663525001 48.109449608500007 -0.21563499999999999 0.074735000000000024 104.25302938255003 -0.088465000000000002 41.741384785950011 75.28220456885002 75.629015667650023 42.243697547450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 7 -1 -6 27 10 11 12 15 -14 -11 21 20 18 19 -15 -16 -10 -22 -24 -25 26 -2 -5 -29 -30
right_child=25 2 -4 8 5 -7 -8 -9 9 14 -12 -13 13 17 16 -17 -18 -19 -20 -21 22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=0.0018220395478783765 -0.0019874872979363366 0.070005045256465101 -0.0058565951664584903 0.00069331248943635285 -0.0081223706836824304 -0.10284495300476365 -0.013677941880618775 0.084500193350650524 -0.048986503512767288 -0.1012649957341228 0.08662978963870703 -0.10051937149684956 -0.10347139150202683 -0.0499925786543019 0.084670195261840567 0.10039221916912325 -0.10009880376899348 -0.054303751911372281 -0.10033018708693853 0.073986462115012849 -0.10020695187465906 0.063244086042365297 0.081622135390889167 0.055333921278203073 -0.1000739126909833 7.4763190858443079e-05 -0.013820244213833106 0.074674305998124399 0.006488719768736129 -0.084115477533226929
leaf_weight=1.6310558984654573 2.537204729210536 0.06238560519705072 0.06876743944375785 9.6776302775040879 0.082826019945454799 0.074390637655739056 0.57666990320649336 0.013373567315284163 0.013696924443820535 0.028364353662823305 0.078061488879030416 0.016573324813180079 0.019551118406525347 0.012927707495144602 0.01877770311747895 0.045230009825900197 0.011784532778420953 0.021030885578511516 0.0080050715908335235 0.051170876022297307 0.008226410130447448 0.012682815780863166 0.010982234321616602 0.0072532428362137571 0.0092413708188132659 34.869009220679651 0.71100579694575561 0.078824613253345333 0.70661068794911541 0.03286851827516557
leaf_count=275 40 11 29 444 149 34 31 7 71 17 21 31 2 65 21 6 172 27 62 90 38 3 18 14 84 2258 69 23 446 75
internal_value=6.95916e-07 0.000919193 0.0302285 0.000629032 -0.0050915 -0.0421676 -0.00222664 0.00475392 0.00188072 0.0161324 0.0320506 0.01084 0.0208544 -0.00735253 -0.0307878 0.065241 -0.00062062 0.0128251 0.0324049 0.0489818 0.0208971 0.00497157 -0.0126437 0.0135723 -0.0317358 -0.000321692 -0.00457758 0.00137349 0.00941755 0.00246153
internal_weight=51.4962 13.379 0.131153 13.2478 2.37832 0.17059 2.20773 0.0961996 10.8695 0.37356 0.27893 0.200869 0.184295 0.112686 0.0946298 0.0716098 0.0662655 0.0931345 0.0721037 0.0640986 0.054481 0.0263797 0.0357033 0.0274768 0.0164946 38.1172 3.24821 10.4959 0.818304 0.739479
internal_count=4633 2266 40 2226 496 190 306 156 1730 742 378 357 326 246 364 80 347 244 217 155 175 74 154 116 98 2367 109 988 544 521
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=31
num_cat=0
split_feature=1 0 4 0 4 0 2 0 1 0 2 2 0 3 4 3 3 4 0 3 4 2 2 0 1 0 1 4 1 2
split_gain=0.00162924 0.0337741 0.0436971 0.0180307 0.039235 0.0124782 0.0733569 0.00905474 0.0279357 0.0415138 0.0210444 0.0766136 0.0462236 0.0645561 0.0235824 0.0478592 0.0373682 0.0325011 0.0324291 0.0260954 0.0206903 0.0142798 0.0584728 0.035598 0.089588 0.0164675 0.0174005 0.015537 0.0142043 0.0143572
threshold=63.910026677050006 87.525442894850016 40.679780036550007 89.057864029250013 42.844429421150004 89.474575039450016 -0.10771499999999999 96.631250582750013 72.209296925700016 95.746747857800017 -0.095074999999999993 -0.070854999999999987 94.75470680765001 0.092485000000000026 41.16018805045001 0.087125000000000022 0.083555000000000032 39.476991512000005 90.321439350550008 0.091885000000000022 43.968221017800005 -0.020814999999999997 0.048475000000000011 93.308316333500017 70.077349628250019 91.109157582800023 70.940344688150006 38.171717059500004 70.523633677950016 -0.13509999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 -3 8 10 20 14 12 13 -12 17 16 28 18 -7 -20 -10 25 23 -23 -25 -13 -27 -24 29 -16
right_child=1 5 -4 4 -6 7 -8 -9 9 -11 11 21 -14 -15 15 -17 -18 -19 19 -21 -22 22 27 24 -26 26 -28 -29 -30 -31
leaf_value=0.00017088766986319534 -0.10229524750284161 -0.07618625893362195 0.011581539212301517 0.045099759191563157 -0.017268498140585842 0.050466390679589336 0.074910125801423644 0.00058873768786195857 -0.10024395139492136 -0.098122247556212044 0.013380198168112404 -0.0093855382910653685 -0.10084669585112227 -0.080114114317473853 -0.043071202167770606 -0.071372078612748954 0.078394273687140886 0.055591598147534144 -0.071025741523051231 0.013157317118582722 0.068930488039827861 -0.10294362370697921 0.028274087683066856 0.09101142151939004 -0.10206651316899923 0.020506932995340541 -0.0027556916371199764 -0.004953230733436397 -0.067510504722354162 0.070458817169921709
leaf_weight=30.85519902865348 0.073932218830942698 0.046461070999825438 0.061915986697819392 0.26009580836398427 0.16476202837657183 0.084484833887472521 0.10418206002396146 15.296415228750616 0.0094884661083484145 0.073419341466262722 0.17471785132056572 0.58511109591927413 0.11402455506049591 0.12792729802652048 0.021541502076303232 0.086998638114437199 0.065627940784906968 0.20666727705975063 0.070777598877697301 0.076754765327677887 0.030363179648777106 0.096088086123932714 0.16081474840757426 0.042883462621830404 0.05466659245576011 0.76791137162217615 0.55317855970861274 1.1265664725428903 0.038092202077223192 0.02306678076274693
leaf_count=1506 44 24 134 34 22 19 41 1910 30 31 44 15 74 32 33 74 13 49 33 22 118 16 34 6 36 42 16 94 78 9
internal_value=7.1163e-07 -0.000699969 -0.0503932 0.000452616 0.020913 -0.000363075 0.0283093 -0.000580261 -0.00447501 -0.0535202 -0.00323439 -0.00612009 -0.0465837 -0.0261396 0.0130515 -0.0124873 0.0220502 0.0267515 0.00106242 -0.0272289 0.0286509 -0.00114256 -0.00850877 -0.0597424 -0.0171885 0.0045806 0.0107662 -0.000802601 -0.0226623 0.0156348
internal_weight=51.4541 20.1741 0.135848 31.2801 0.424858 20.0382 0.150643 19.8876 4.59117 0.113271 4.4779 3.80389 0.41667 0.302645 0.674012 0.235327 0.148328 0.438684 0.232017 0.147532 0.0398516 3.38722 1.48102 0.193638 0.0975501 1.9062 1.32109 1.28738 0.0827005 0.0446083
internal_count=4633 3071 178 1562 56 2893 65 2828 918 179 739 409 150 76 330 207 133 123 74 55 148 259 186 58 42 73 58 128 120 42
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 1 0 1 0 0 0 3 0 3 3 0 3 4 2 2 2 2 4 4 2 2 4 4 3 4
split_gain=0.00175462 0.00541406 0.00570533 0.00851131 0.0030859 0.00819497 0.00261175 0.00173783 0.0339986 0.0411002 0.0154195 0.0553332 0.0147515 0.0367507 0.0121286 0.00887134 0.022633 0.0296715 0.0757267 0.0476486 0.0226158 0.0252306 0.0649064 0.0291925 0.0287229 0.0423343 0.0181013 0.0504538 0.0176762 0.0320254
threshold=-0.63026499999999996 -0.58319500000000002 78.27445846800002 67.923894665750012 -0.59915999999999991 78.537927364800012 97.722764583650005 63.910026677050006 87.525442894850016 86.162394622750014 89.474575039450016 0.087795000000000026 89.057864029250013 0.083905000000000021 0.080545000000000019 96.631250582750013 0.084565000000000015 41.489621506400006 0.04932000000000001 -0.11334499999999999 -0.095074999999999993 -0.070854999999999987 41.243661560350013 36.952388736350009 -0.054875 0.04932000000000001 43.118479346150004 45.921757303800007 0.095830000000000012 38.396531328800009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -5 12 9 14 11 -10 -3 -14 -9 16 26 20 19 -19 28 22 23 -22 -23 -26 -12 -28 29 -18
right_child=1 7 4 6 5 -7 -8 8 10 -11 15 -13 13 -15 -16 -17 17 18 -20 -21 21 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0055107853192504566 0.050098796406269075 0.00022166377554493327 0.085899998775039454 0.0063573282772447521 0.10008962913824332 -0.10014161513105707 -0.033574438032773338 0.046427772693331509 -0.052632074412686081 -0.10201905685738111 0.00033193014998083144 0.080469396921661426 -0.018177386880998469 0.042634501393599422 -0.10028512048737176 0.00051254531137008921 -0.0075941224421232911 0.012544297438342423 0.084457061308893897 -0.10090982217671529 -0.012595660839923823 0.0082707543582072798 0.031117246037809507 -0.10125810528701502 -0.060651572477523452 -0.0073521675376951165 0.067440340625208914 -0.065128426105702755 -0.01034142954184074 0.073653924070095952
leaf_weight=0.57186677932733587 0.034678725787641862 30.317697163676105 0.017761754590665646 0.037719092399129295 0.0046476387142320164 0.0036486983720536159 0.028951144430529041 0.035211102704610364 0.048482920463871149 0.07070882133182721 1.9621528389883729 0.087787661123002181 0.16205597175576159 0.25694254110567272 0.0067082466768724194 15.190857861213784 0.091048738344057356 0.050238055743648147 0.037456946462327778 0.14066928486454333 0.052749644234609705 0.67282547620197908 0.08515997976064682 0.12545887830725633 0.19233693965361354 0.66170436214713391 0.11949271575031151 0.037787003287807153 0.14576349114940967 0.10384843306383118
leaf_count=72 14 1485 35 23 3 66 31 50 32 23 173 31 38 18 97 1718 18 30 24 131 20 31 6 46 35 69 121 123 37 33
internal_value=-2.54943e-06 5.94793e-05 0.0206477 0.00991758 0.062381 0.0120287 -0.0109828 7.69606e-06 -0.000719903 -0.0555066 -0.000408352 0.033114 0.000479206 0.0191143 0.0229497 -0.000640594 -0.00455182 -0.0112896 -0.0455466 -0.0710539 -0.00761835 -0.0121123 -0.0406966 -0.0750141 -0.00718185 -0.0193556 0.00294839 0.0355902 0.0159983 0.0356978
internal_weight=51.3544 50.7826 0.127407 0.101349 0.0260581 0.00829634 0.0666702 50.6551 19.9184 0.112628 19.8058 0.136271 30.7367 0.418999 0.0419193 19.6696 4.47869 2.35926 0.228364 0.190907 2.1309 1.79024 0.263369 0.178209 1.52687 0.854041 2.11943 0.15728 0.340661 0.194897
internal_count=4633 4561 172 68 104 69 54 4389 2848 170 2678 63 1541 56 147 2615 897 480 185 161 295 207 72 66 135 104 417 244 88 51
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=31
num_cat=0
split_feature=4 2 4 0 3 3 1 3 4 3 0 4 4 0 3 0 2 4 3 0 1 1 0 4 4 0 4 0 3 2
split_gain=0.00145757 0.0179608 0.0120345 0.00925491 0.0124344 0.00747555 0.00763954 0.00376087 0.0035785 0.00199527 0.00198279 0.00179568 0.003378 0.00179156 0.0239626 0.0120769 0.0117363 0.00720481 0.00306838 0.0448351 0.00287318 0.00582321 0.00446914 0.00699682 0.00836348 0.00635687 0.0109736 0.00937587 0.0161083 0.014217
threshold=34.515670600900002 0.24901000000000004 32.724174661450007 97.789976036950009 0.11458500000000002 0.088565000000000019 72.209296925700016 0.094385000000000011 29.850823923150003 -0.10212 93.308316333500017 32.724174661450007 30.518512326550006 85.619326080400015 0.10336500000000003 85.683849075550015 -0.074029999999999999 39.262923716450011 -0.25098999999999999 86.692020874450009 61.885617704800005 61.917879202350001 85.799452775150016 41.685324604100011 42.455548714850003 85.968825637350008 41.257948413050009 86.474255765850003 0.10685000000000001 -0.083834999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 6 8 -4 9 -1 -7 12 -3 14 -2 16 -15 -16 19 -17 -20 -22 23 -23 -25 26 -24 28 29 -27
right_child=13 11 3 4 -6 10 -8 -9 -10 -11 -12 -13 -14 15 17 18 -18 -19 20 -21 21 22 25 24 -26 27 -28 -29 -30 -31
leaf_value=0.05599741060841168 -0.00076909064484867711 0.0319251230117669 0.036881868928682997 -0.10013610282926672 0.068733635921383665 -0.029467545392563466 -0.10023438568787116 0.084021539318583166 0.093101843513796856 -0.10009567834524934 -0.10049435627936106 -0.10148268807764911 -0.10068617841490519 0.0018778512351841266 -0.090311975363619734 -0.081068538669109722 0.058047048167039095 -0.030996805704434832 0.004157529142598114 0.0022892657846474906 -0.007121338652043268 0.0095815106418047219 -0.011952338891746468 0.0071920739945256929 -0.010006611028083565 0.00087380784026611774 -5.3921029336660719e-05 -0.00045623607023238268 -0.0098379879453876148 0.010503431309929548
leaf_weight=0.0015109857143649208 2.2631797392109969 0.0035471148310155512 0.032303894599600369 0.0091894174625100078 0.0082974529409511888 0.0063542760848633853 0.0038880932744074217 0.035549234904465266 0.0090280612410713612 0.0017878882709032604 0.010303353239458413 0.012190806573755708 0.004189745822651858 0.078470378557540243 0.034175490960478672 0.072333356742276034 0.070728540930757755 0.051093959803665712 1.6876330227502894 0.59769919575337127 1.1338277618986001 1.2320904763182619 1.1975839387960143 0.57189877133350797 0.5592273304137052 3.3270209943075315 2.1972950534436677 32.429817791111859 0.79195950149733096 2.8435380589198749
leaf_count=37 757 38 29 56 6 11 70 26 30 8 38 10 9 27 9 16 16 44 33 149 31 20 25 11 36 61 54 2840 38 98
internal_value=-4.24842e-06 0.0102539 0.0250585 0.0448612 -0.0200081 -0.0263506 0.0219833 0.061579 0.0605325 -0.0286002 -0.0734002 -0.0775687 -0.0398879 -3.19581e-05 -0.0027298 9.78964e-05 0.0285052 -0.05477 1.0763e-05 -0.00670963 0.000104628 -4.31503e-05 0.000134599 0.00436797 -0.00131093 -9.92181e-05 -0.00425123 0.000258607 0.00358818 0.00531136
internal_weight=51.2777 0.13814 0.118213 0.08534 0.0174869 0.0328727 0.016215 0.0678531 0.0123269 0.00329887 0.0166576 0.0199277 0.00773686 51.1396 2.34845 48.7911 0.149199 0.0852695 48.6419 0.670033 47.9719 46.2843 45.1504 2.36322 1.13113 42.7872 3.39488 39.3923 6.96252 6.17056
internal_count=4633 368 311 117 62 194 145 55 75 45 49 57 47 4265 810 3455 43 53 3412 165 3247 3214 3183 67 47 3116 79 3037 197 159
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=31
num_cat=0
split_feature=2 2 2 3 2 4 4 2 3 2 0 0 0 0 0 2 0 4 0 2 0 1 0 0 3 4 1 3 3 2
split_gain=0.00193493 0.00158665 0.00841942 0.0168336 0.0108404 0.0461362 0.0421827 0.0705431 0.044505 0.0138119 0.00649205 0.0311024 0.0255585 0.00806336 0.0106921 0.00761146 0.00579515 0.00528094 0.0232423 0.0106265 0.0118731 0.00911833 0.00848575 0.0125827 0.0105518 0.0134219 0.0061835 0.00517147 0.00510376 0.00886451
threshold=-0.63026499999999996 -0.117885 -0.11051999999999999 0.086555000000000021 -0.101255 38.238138001450004 38.911218973650008 -0.10771499999999999 0.090235000000000024 -0.10290999999999999 86.345209775600011 85.705356740550016 85.216057360850016 84.546631286350006 83.933662832600007 -0.14510999999999999 71.096275259750016 43.022303514600004 87.345316200150009 -0.18437499999999998 97.615226258450022 87.143681840350013 97.32487278035002 100.35207663525001 0.081515000000000018 45.458122212500008 89.89935142405001 0.10487000000000003 -0.10978499999999999 -0.23353499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 -3 5 -4 -7 -8 9 -9 11 12 13 14 16 -13 -2 -12 -19 22 -21 -22 24 -24 25 -20 -23 28 29 -18
right_child=1 2 4 -5 -6 6 7 8 -10 -11 17 15 -14 -15 -16 -17 27 18 19 20 21 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0057966768706675109 -0.10031631788766071 0.0044781625315026231 -0.073632579364329834 -0.019143386719173205 -6.5359609963191103e-05 0.10069235226055079 0.076187677367266324 0.045591872773836646 -0.10233688342341474 -0.046703909162712526 0.0013278443461850144 0.026082543102573269 -0.10076993974243316 0.075280179618107942 -0.10061420877942003 0.074696746000765146 -0.012738671930329314 -0.10250808479295311 0.043879984136749824 0.068960988387287744 -0.10007499640226697 0.044521799177400928 0.09470112781625073 -0.057510494897469955 -0.077683589944430712 -0.10023115571583299 -0.10004414815282583 0.099775032199222097 -0.032878548199335604 0.055813122328348598
leaf_weight=0.5702147660611051 0.0049596227045248234 0.55507249671816727 0.047629438933248447 0.66089314579848901 42.541092110171498 0.06931305443868041 0.097072408550644695 0.049271878629951971 0.057356154509079715 0.024166480943677016 6.1023088928893987 0.058971558699710158 0.027486896819141293 0.014524769803756499 0.010381707414467201 0.070959970820695162 0.04199527487183774 0.026509922712023015 0.022021621681915349 0.035185024914618168 0.0091220793689501534 0.017292183994925381 0.012796929126665191 0.0094352312159777796 0.036404811896773026 0.0091472794668661095 0.003569446811049203 0.0060868094360557725 0.026518366675636174 0.034245584946429375
leaf_count=72 90 21 24 47 2593 4 15 32 17 28 620 38 33 10 18 6 62 6 30 132 136 79 16 53 28 60 56 5 180 122
internal_value=-3.93218e-06 6.12413e-05 -0.00015488 -0.00836046 7.77772e-05 0.0177374 0.0323814 0.0116024 -0.0363312 0.0152199 0.00150979 0.0159792 -0.0126757 0.00478087 -0.00346463 0.0526324 0.00539766 0.000827905 -0.0159823 -0.00118118 0.0295583 -0.0166796 -0.0234877 0.0301032 -0.0411194 0.00158703 0.0197864 0.0102146 0.00490957 0.0180532
internal_weight=51.252 50.6818 44.1019 1.21597 42.8859 0.344809 0.29718 0.227867 0.130795 0.0734384 6.57992 0.296131 0.166199 0.138712 0.124187 0.129932 0.113806 6.28379 0.181485 0.154975 0.0651687 0.0299837 0.0898059 0.0222322 0.0675737 0.0311689 0.0208616 0.108846 0.102759 0.0762409
internal_count=4633 4561 2781 68 2713 120 96 92 77 60 1780 564 520 487 477 44 459 1216 596 590 403 271 187 69 118 90 135 369 364 184
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=31
num_cat=0
split_feature=2 2 3 2 1 1 2 4 4 0 0 3 4 3 3 4 0 1 2 2 2 4 3 4 3 3 3 4 4 0
split_gain=0.001562 0.00153383 0.0112539 0.0110615 0.00889608 0.0136092 0.0111237 0.0102045 0.0134203 0.0155353 0.00912005 0.013208 0.00881687 0.0132095 0.00904329 0.0081566 0.00745293 0.00883282 0.00614919 0.00389503 0.00881421 0.0247012 0.0124416 0.00716353 0.0111813 0.0041756 0.0114305 0.0055937 0.0112521 0.00886929
threshold=-0.63026499999999996 -0.16533 0.42293500000000012 -0.18437499999999998 78.27445846800002 75.629015667650023 -0.21563499999999999 39.788107623550012 41.184662530950007 87.028078140750011 102.21786657775002 -0.15544999999999998 35.771221912400001 0.084365000000000009 0.050735000000000009 40.986363433950011 89.237990724000014 61.076391807500009 -0.25105499999999997 -0.59614999999999996 -0.27494999999999997 42.580420142950011 0.080545000000000019 43.564719632750005 0.094780000000000017 -0.25098999999999999 -0.245505 48.914776625700007 48.109449608500007 89.237990724000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 12 9 15 -6 -12 16 14 18 -9 17 -2 -14 -10 23 -22 25 -21 -25 -23 -27 28 29 -28
right_child=1 -3 -4 -5 10 -7 -8 8 19 -11 11 -13 13 -15 -16 -17 -18 -19 -20 20 21 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0051998478555564621 0.060070842051015497 2.4870935600732392e-07 0.091683999798944815 0.072686093791949943 0.070275243848874999 -0.088176303346472529 -0.10114473746984386 -0.10044778912751805 0.041003792037322177 0.081296715611196252 0.066412137859713782 -0.10010972638101574 -0.10031186011969118 -0.10026766934305226 0.099544841226541836 0.095263511720959426 0.046976853248013498 -0.10066417861684081 0.044271674730870528 -0.086599930319831042 0.080625209855103797 -0.02705200834289509 -0.10055128787906707 -0.10034939266123331 0.08099760033974357 0.099978019070062332 -0.1004730088423853 -0.045830100879513232 0.058742841383715175 0.015237254861355172
leaf_weight=0.57199722520552754 0.0052182092624273599 50.137971245931496 0.014726570851053111 0.021731154621498217 0.033147785436966615 0.018875676939897446 0.010840765437762911 0.0083479228296710062 0.021263506647756003 0.044210216990904883 0.0095610257688942824 0.0094918706951423459 0.0075528936061743926 0.028715711679552669 0.0068017470455572484 0.0028587471424543773 0.02082586921096663 0.0099146646523036452 0.00481801620391309 0.021090602304866479 0.034961762006332719 0.048112188776391202 0.014542254764819518 0.0058157913580672025 0.0081847984411069774 0.012073598239112499 0.011238419159964097 0.023119185983830448 0.026967394608959694 0.016134995294748933
leaf_count=72 58 3497 9 34 25 40 5 93 13 16 23 189 17 48 4 14 15 33 36 30 18 77 12 73 7 5 52 38 23 57
internal_value=-3.42502e-06 5.52715e-05 0.00556015 0.00295269 -0.00030841 -0.00523055 -0.00125285 0.00157628 0.0102239 0.0546395 0.0385859 -0.0165466 -0.029253 -0.0573526 0.00692318 -0.0505231 0.00816893 -0.0452386 -0.0440019 0.000115725 -0.00379635 0.00482716 -0.0125857 -0.0497876 0.00566675 -0.00329218 0.00947551 -0.00463101 0.0128971 -0.0322687
internal_weight=51.2111 50.6391 0.501143 0.486417 0.464686 0.412485 0.393609 0.382768 0.298921 0.0554169 0.0522007 0.0190529 0.0838471 0.0478884 0.0191727 0.0112067 0.0359587 0.0151329 0.0123709 0.243504 0.222241 0.18715 0.152188 0.0350912 0.0140006 0.137646 0.0895336 0.07746 0.0543408 0.0273734
internal_count=4633 4561 1064 1055 1021 784 744 739 528 123 237 212 211 105 57 107 106 91 53 405 392 282 264 110 80 252 175 170 132 109
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=31
num_cat=0
split_feature=4 1 0 1 4 0 4 2 0 3 3 1 0 3 3 4 4 4 0 2 2 0 0 0 2 1 3 3 3 3
split_gain=0.00135527 0.00802813 0.0240281 0.0068604 0.0142301 0.010352 0.0260294 0.0967517 0.00604739 0.018042 0.0309922 0.0255905 0.00868377 0.00610383 0.0359922 0.0273173 0.00581909 0.0051464 0.0182366 0.00508582 0.0081715 0.00615751 0.00498301 0.0159154 0.0250451 0.0329057 0.00770682 0.0274518 0.00695319 0.0370911
threshold=40.518963363600001 61.821094709650005 85.431134011250023 62.00390986255001 40.148327922700012 86.474255765850003 40.300545846000013 -0.09715 94.047642319350018 0.10307000000000002 0.11071500000000002 65.907551067950024 94.770837556450019 0.090850000000000028 0.085345000000000018 39.262923716450011 41.243661560350013 39.852039223600009 85.732241321850012 -0.013285 -0.14174999999999999 67.058211147750015 85.823648898300021 86.09518316945001 -0.031989999999999998 62.079186690200011 0.10526500000000003 0.096480000000000024 0.089505000000000015 0.08326500000000002
decision_type=2 2 2 2 2 2 2 2 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 16 4 17 6 7 -5 9 13 -11 -12 -10 14 -7 -16 -2 18 -1 20 -18 -21 26 24 25 -24 27 28 29 -3
right_child=1 22 -4 5 -6 8 -8 -9 12 10 11 -13 -14 -15 15 -17 19 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017951404260866479 -0.073571742749264132 0.0016368337066123015 -0.10132200320234946 0.0010105415737128498 0.017379836207479269 -0.00026066740760644682 0.0028743955478555006 -0.078284202886035423 -0.01212277466510181 0.067197392813361373 0.035294572820680666 -0.032366208174670445 0.00021544888719695775 -0.0030685241088922567 0.013414021010157774 0.083901944818498331 -0.0033822164714142067 -0.0044371065983875302 0.017789607651096214 0.097978610705743041 0.069089591092266867 -0.10034532335955514 -0.032043682028510843 -0.00013678610234800056 0.0075847925379833522 0.00065076572513969643 -0.0041358560636653866 0.043176309505013354 -0.0032045876495225369 0.044949101303791456
leaf_weight=1.5392645107102985 0.010817034939231418 1.6422269915818821 0.031308503041685753 0.54112096213259353 0.69485480909634123 1.2900140244985321 1.0340255278015318 0.21501951054949475 0.61169644434693182 0.11955731753550924 0.12161550589371473 0.10344782618176396 8.4557061468202637 1.3458782610878186 0.13087038242429105 0.094812439237557555 0.085890584866391284 0.98151955511457334 0.687948908776434 0.0019210863201806214 0.019000038162630517 0.0084579312941354123 0.70243209279033159 26.964661131514685 0.56945184131837123 0.54799485803960124 1.1387372849853816 0.18187451346170735 1.0884405936386796 0.22478148152899269
leaf_count=225 34 181 15 40 25 116 13 40 72 20 25 16 893 84 31 31 152 12 26 4 21 125 49 2110 17 24 40 28 47 117
internal_value=-3.30268e-06 -0.000381741 -0.0229127 0.000696353 0.00440531 -0.000333117 -0.00743708 -0.0215381 0.000703032 0.00443592 0.0260521 0.00419506 -0.000616901 0.00183267 0.00618473 0.043027 -0.00344297 0.00159566 0.00425426 0.003138 0.00974543 -0.0636369 -0.000274475 -0.000747662 -0.00979885 -0.0177155 0.00291081 0.0054685 0.00314801 0.00685148
internal_weight=51.1853 33.218 0.157395 17.9674 3.90359 14.0638 1.79017 0.75614 12.2736 3.2062 0.344621 0.225063 9.0674 2.86158 1.5157 0.225683 0.126087 3.20873 2.22721 0.11527 0.104891 0.010379 33.0606 28.7845 1.81988 1.25043 4.27606 3.13732 2.95545 1.86701
internal_count=4633 2964 351 1669 288 1381 93 80 1288 323 61 41 965 262 178 62 336 263 251 302 173 129 2613 2200 90 73 413 373 345 298
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=31
num_cat=0
split_feature=3 3 4 2 0 0 2 4 3 3 3 0 1 3 3 3 3 3 2 4 4 2 2 3 4 2 2 4 3 3
split_gain=0.00136781 0.0112578 0.0189952 0.0407623 0.0753147 0.0136522 0.0396225 0.107482 0.0338347 0.112625 0.0103544 0.0687241 0.0438225 0.0125053 0.00592433 0.00543802 0.00970314 0.0289769 0.00972459 0.00839561 0.00557333 0.0125372 0.0803857 0.0382007 0.0192737 0.0277783 0.0212654 0.0161272 0.00759689 0.0187807
threshold=0.091510000000000022 0.088145000000000015 39.065416244600009 -0.056184999999999992 93.910530954700008 89.057864029250013 -0.094409999999999994 43.182896969600009 0.088890000000000011 0.089345000000000022 0.089965000000000031 94.75470680765001 77.852370541550016 0.090850000000000028 0.088755000000000014 0.08729000000000002 0.087785000000000016 0.08759500000000002 -0.087660000000000002 40.858951393400005 41.243661560350013 -0.063379999999999992 -0.086800000000000002 -0.085394999999999999 38.751720283100006 -0.11963999999999998 -0.14510999999999999 40.621691032550004 0.085520000000000027 0.082855000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 -3 6 -4 8 -8 -10 14 -12 -13 -14 -7 20 17 -17 19 -18 21 22 24 -24 25 26 -1 -23 29 -26
right_child=-2 2 5 -5 -6 10 7 -9 9 -11 11 12 13 -15 -16 16 18 -19 -20 -21 -22 27 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.046022512252796327 0.00056215005625881215 0.084325722243992887 0.00055161006405988621 -0.10230118697524633 -0.10200553533032214 0.0084398772249597732 -0.10313896888967973 0.0033173164185248145 0.04638716202977871 -0.10187278173095644 0.073025959630116336 -0.10178922333196481 0.071684742841516089 -0.023511354073122805 -0.0035786250289453246 0.049466723042599886 -0.0012887605616786833 -0.0099454305060561916 -0.007754142445652621 0.016073807443856676 0.0013120706985956443 0.0013707150638799003 -0.008386822033282346 -0.10265521232141966 0.0039954858613128951 -0.095427151548534594 0.081482075493932993 -0.015102576614840272 -0.0069954301577127183 0.062486135153879768
leaf_weight=0.031049440971797848 23.331213740986399 0.050124031980061545 1.598259497826348 0.061569900483226747 0.038243069912280214 0.55654205568615189 0.15347127246721459 0.52232786934767006 0.086428017446451122 0.12583880152220672 0.12285386244536756 0.052520519911922747 0.02861471209979527 0.026651831296078399 1.5592234510132525 0.1719712264132619 0.52506152433390674 0.1570721902699006 0.61266812810606541 0.59307326294583618 12.485536489592286 6.1495275196571813 0.06498668001245278 0.12698486787262897 0.61482688139597008 0.050912543502198537 0.022602185683368026 0.65786394047302099 0.50530351668716378 0.060277600274318388
leaf_count=298 1241 20 35 34 36 88 25 12 12 37 31 16 16 29 69 36 12 40 30 31 1718 321 24 47 197 27 26 71 32 22
internal_value=-2.48433e-06 -0.000476144 -0.00478267 -0.0398363 0.00368622 -0.00369512 -0.00885842 -0.0257937 -0.0673686 -0.0415062 0.00177607 0.021896 -0.036381 0.0257772 -0.000417215 0.000463771 0.0053646 0.0211057 0.00237205 0.00792057 -2.2267e-05 -0.00203328 -0.0103851 -0.0707432 -0.00136774 -0.0425169 0.00769221 -0.000221258 0.00227737 0.0092179
internal_weight=51.1436 27.8124 4.98267 0.149937 0.0883671 4.83273 2.48633 0.888066 0.365738 0.212267 2.34641 0.230641 0.107787 0.0552665 2.11577 22.8297 2.05985 0.329043 1.7308 1.11813 20.7699 8.28434 1.47694 0.191972 1.28497 0.104564 0.0536516 6.80739 1.18041 0.675104
internal_count=4633 3392 460 90 56 370 121 86 74 49 249 92 61 45 157 2932 149 76 73 43 2783 1065 673 71 602 351 324 392 251 219
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=31
num_cat=0
split_feature=4 0 4 1 4 4 2 1 4 2 4 4 3 0 2 4 4 2 3 4 0 3 3 0 2 2 2 2 0 4
split_gain=0.00135452 0.00698582 0.0185932 0.00781007 0.0158054 0.0205877 0.0109323 0.0181003 0.00591352 0.00657609 0.00706947 0.00514334 0.0344551 0.00492501 0.0291535 0.0396476 0.00681489 0.0293112 0.0293586 0.0118048 0.00531866 0.00461644 0.0118925 0.0454306 0.0126307 0.00480633 0.0221292 0.00963593 0.0456262 0.0275101
threshold=38.324118171300007 85.121961326250016 38.983591653800012 58.309968391300011 42.123054668150012 39.065416244600009 -0.23557500000000001 57.027573863050009 42.580420142950011 -0.55354000000000003 50.189067467950004 38.110427674550003 0.091885000000000022 85.769879735700016 -0.074029999999999999 41.32819714970001 42.081757894750005 -0.084259999999999988 0.083395000000000011 41.257948413050009 85.562868459650019 0.11768500000000003 0.10336500000000003 99.524031531050014 -1.0000000180025095e-35 -0.11534 -0.122095 -0.075639999999999999 89.237990724000014 36.859113051050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 6 5 -5 -4 -8 -6 -10 -11 21 -13 14 16 -16 19 18 20 -3 -18 22 25 24 -24 26 -1 28 -27 -30
right_child=1 13 3 4 8 -7 7 -9 9 10 -12 12 -14 -15 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-0.015856879138070188 -0.10082169311755761 -0.0023640828278788158 -0.10019032501453878 0.10009634525653024 0.098333296060406805 -0.10041021453460795 -0.0073950169611232443 0.089631982833446922 0.10008195731546254 -0.081429327143839089 0.10009347055928418 -0.050357796191914578 0.058123430748817609 -0.00036380016937476297 0.073318964784431645 -0.0055738811634733973 0.024969806275006581 0.0023272174140868793 -0.096858297654436876 0.014937302252517874 -0.030335646771404323 -0.0074374997514769243 0.08472768625662877 7.0443193158626887e-05 0.027776049268964695 0.063182503821668276 0.077628134562433518 0.00044589619704043962 -0.0070751555954470377 -0.10157061551304934
leaf_weight=0.064236153091250747 0.024329147673599005 1.052676466206578 0.0083652429694972552 0.0059733849573149192 0.0081795838496532269 0.035884873894588054 0.070822425951675816 0.026391084287297417 0.004401086480356752 0.0098550721795227503 0.0027425377629697332 0.044442209383305342 0.085807424391177278 42.677565089397071 0.13530389918378105 0.12036978507029517 0.033255229340284576 0.57426819344846025 0.066420637053624887 0.63060607732040797 0.03644544101723568 0.57901238825199186 0.092960076371525702 0.53026375580158702 0.067014518310316018 0.044140791198515106 0.041796943866197478 3.8475510385331146 0.060372294568249885 0.062913831707334111
leaf_count=376 13 28 63 2 10 124 200 21 2 113 1 29 23 2874 19 36 10 38 48 25 32 57 33 39 15 24 16 273 56 33
internal_value=-6.35499e-06 -0.000185741 -0.0189787 -0.0074434 -0.0341378 -0.0717969 0.00950604 0.0189454 0.0284695 -0.00514818 -0.0419113 0.00147292 0.0211088 -0.000104086 0.00407957 0.0361766 0.000651207 -0.00756228 -0.049284 0.00411751 -0.00394859 0.000998443 0.00201367 0.0141618 0.0608702 -2.1056e-05 0.0209938 -0.000576044 -0.0240607 -0.0552969
internal_weight=51.0444 45.5239 0.196944 0.172615 0.0670365 0.0418583 0.105579 0.0972135 0.0251783 0.0169987 0.0125976 5.52051 0.13025 45.3269 2.64935 0.255674 2.39367 0.71039 0.136121 1.68328 0.0697007 5.39026 4.81125 0.690238 0.159975 4.12101 0.106033 4.01498 0.167427 0.123286
internal_count=4633 3659 549 536 252 126 284 221 126 116 114 974 52 3110 236 55 181 128 90 53 42 922 865 87 48 778 392 386 113 89
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=31
num_cat=0
split_feature=1 0 3 3 3 0 4 1 1 4 1 1 3 2 2 2 2 2 1 1 2 3 3 4 4 3 4 4 0 0
split_gain=0.00122795 0.0100355 0.00937955 0.0120611 0.0383987 0.0244661 0.012005 0.094709 0.0893809 0.0269126 0.0119474 0.00843806 0.0110168 0.0124456 0.0430917 0.0574336 0.00994679 0.00821727 0.00771038 0.0073655 0.0145445 0.00666427 0.00640788 0.00606217 0.0155981 0.00938158 0.00537902 0.0143239 0.00465883 0.0462447
threshold=62.079186690200011 87.261973998100004 0.092015000000000027 0.087795000000000026 0.08674500000000003 86.135510041400025 41.243661560350013 62.014663695050011 61.987779113750001 39.354247760400007 61.944763783650011 62.020040611300011 0.10307000000000002 -0.10040499999999999 -0.092084999999999986 -0.072755 -0.016014999999999998 -0.085550000000000001 62.025417527550012 62.095317438950012 -0.092614999999999989 0.43380000000000013 0.093185000000000032 40.679780036550007 41.32819714970001 0.11636500000000001 40.408647214050006 41.257948413050009 86.135510041400025 85.990333302400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 17 7 8 9 -1 -11 12 13 -4 -15 -16 -17 -5 -8 20 -2 28 -22 -14 -25 -26 -13 -28 29 -21
right_child=19 -3 11 5 -6 -7 18 -9 -10 10 -12 26 23 14 15 16 -18 -19 -20 21 22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0015907557213703386 0.0028507981035361006 0.012494361965890132 -0.00054205350115997997 0.001123655749952341 0.053106238118145438 -0.024540549678892812 -0.00063267129371135647 -0.088056095564517836 0.099500347792822241 -0.028116498720397311 -0.10182052134067786 0.001075672857500994 0.00054185063309152449 -0.0032960430588032837 0.084049957479828685 -0.018354413268139969 0.028156830628125702 -0.013017700433761638 0.011809329628227517 -0.0099633499757540017 -0.019742101324827312 -0.010543808773694603 -0.0056083826687401729 -0.014351338187716584 0.010335566677011146 -0.0068761806710076123 0.016175632963159835 0.0006951049604312509 0.00014398838777467536 0.096817378728773981
leaf_weight=0.52458003259532304 1.0673757682143334 0.68603785579307341 1.0804162272652318 1.5731967629500905 0.13498196106411331 0.66518607374746341 2.8624054822137119 0.13635681161665225 0.0844741256441921 0.049187532136784284 0.039780390034138691 1.5279554761946204 3.5582723577026627 0.50077399703150138 0.17068622953956936 0.097552563960789374 0.086973125607754165 0.55617881073087017 0.60300133038572301 0.17753004539799988 0.66685055970447382 0.58269079980918448 0.61810154633462844 1.1546167488559151 0.63252180477149955 0.63421624713100755 1.2328763366676869 1.1601738613280757 28.08616216917002 0.05256730254041031
leaf_count=158 14 48 29 59 19 31 364 19 23 36 75 12 53 6 11 15 25 36 32 227 28 44 12 16 20 24 15 33 3123 26
internal_value=-5.66223e-06 0.000611519 0.000183956 -0.00265416 0.000588238 -0.0077996 -0.00106044 -0.0118289 0.00306192 -0.0102159 -0.0610719 0.0019173 3.82217e-05 0.00659384 0.0156007 0.0422411 0.00356789 -0.00256997 0.00153231 -0.000395753 -0.00577671 4.22484e-05 -0.0129433 -0.0020847 -0.00594453 0.00171818 0.00571093 0.00867052 0.000260088 0.0144314
internal_weight=51.0037 19.7524 19.0664 7.22933 4.43477 2.79456 4.29979 0.834379 0.698022 0.613548 0.0889679 11.837 7.91603 1.9364 0.855986 0.355212 0.184526 2.12938 3.46541 31.2513 2.35233 28.899 1.28495 5.97963 2.42135 1.26674 3.92101 2.39305 28.3163 0.230097
internal_count=4633 1159 1111 852 726 126 707 311 292 269 111 259 199 86 57 51 40 95 396 3474 54 3420 40 113 60 44 60 48 3376 253
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=31
num_cat=0
split_feature=0 3 0 0 2 2 2 4 0 4 2 4 4 3 3 0 1 0 4 3 2 3 2 3 2 0 4 3 4 0
split_gain=0.00147263 0.0101894 0.0165791 0.00417068 0.0069784 0.00653331 0.00563516 0.0255903 0.00390403 0.0423469 0.00274284 0.0136984 0.0358596 0.0258001 0.033594 0.037656 0.060063 0.019759 0.0163262 0.0132584 0.0129311 0.0109854 0.0180362 0.0101941 0.0383717 0.020121 0.0169142 0.0268456 0.144678 0.015966
threshold=85.662341410450011 0.10385500000000002 83.479313408550013 85.799452775150016 -0.092084999999999986 -0.08725999999999999 -0.63026499999999996 40.574766824850009 85.562868459650019 42.686561923500008 -0.036264999999999999 43.426369480700011 43.521589032450009 0.090235000000000024 0.085910000000000028 86.264556031700025 71.504920895500007 96.324766355850002 44.908704241950012 0.095235000000000028 -0.10290999999999999 0.081775000000000028 -0.11692 0.10214000000000002 -0.063379999999999992 86.208098410950015 41.037275035300006 0.42293500000000012 37.572218886150004 86.208098410950015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 -2 -6 7 -5 -1 -10 11 23 -13 14 15 -14 21 -18 -19 -15 -16 22 -17 -8 26 -26 27 28 -25 -28
right_child=3 2 -4 6 5 -7 10 -9 9 -11 -12 12 13 19 20 16 17 18 -20 -21 -22 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=-0.00053826406254756283 0.013101032584281656 0.035460607892138944 -0.066812008400338158 0.04839319529226379 -0.0025724425795918358 0.0085544705046845838 -0.00013043933957607162 -0.073446221267196632 -0.10104981091609988 0.065083963583248389 0.0010221410230503562 0.080734118596041016 0.060433704421263626 0.079234337206651143 -0.015016417857062495 -0.087792890713841609 0.079363515017178143 -0.088733489092724924 0.020360116013975006 0.00033444485778767779 -0.10129910120207507 -0.10183956758564837 0.092732413429010369 0.00041271709278881938 -0.014163911171806926 -0.063752856984086004 -0.00276840286135911 0.00089104826734860058 -0.096899725147592666 0.014875563899430171
leaf_weight=2.2308665719299654 0.62861131912904999 0.022088346622694988 0.056126970851664737 0.027574598733045685 1.5418092859472385 0.80228312389954104 25.278322179634568 0.045988841289478444 0.033958517220980755 0.027988271711365087 15.164046665636603 0.072088296864861401 0.09513900896308769 0.061787772214529468 0.028571261718298047 0.015221965012642613 0.047006474621451133 0.017089504523937649 0.069530586819908535 0.032500713609863396 0.044303231908770613 0.062550592709925468 0.0086960741227812832 0.62977859001525782 0.16849756612646238 0.15906860928953392 1.5802841154290947 1.0435220241911132 0.20171456187436831 0.75928360796445815
leaf_count=821 34 29 35 39 21 44 1463 20 19 34 1076 11 14 25 18 82 103 88 238 35 38 70 6 70 13 27 18 35 65 42
internal_value=-3.15804e-06 -0.00243666 -0.0379298 0.0001156 0.00374486 0.00123583 -0.000120929 -0.0277758 -0.00122588 -0.0259887 -7.62553e-05 -0.000624606 0.014949 0.00511821 -0.00628064 0.00786508 -0.0148584 0.027164 -0.00116325 0.052038 -0.067471 -0.0797989 -0.0221579 -0.000914183 -0.00527594 -0.0382447 -0.00271354 -0.00978997 -0.0231946 0.00295777
internal_weight=50.9563 2.37103 0.0782153 48.5853 2.9727 2.34409 45.6126 0.0735634 2.29281 0.0619468 45.539 30.375 0.554485 0.482397 0.388109 0.315234 0.220095 0.133627 0.0866201 0.0942885 0.0728745 0.0864686 0.023918 29.8205 4.54215 0.327566 4.21458 1.87502 0.831493 2.33957
internal_count=4633 938 64 3695 99 65 3596 59 874 53 3537 2461 728 717 657 601 587 429 326 60 56 158 88 1733 270 40 230 170 135 60
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=31
num_cat=0
split_feature=2 2 4 3 1 1 3 1 1 1 3 2 3 1 1 0 0 0 4 4 2 3 2 4 2 3 2 0 2 3
split_gain=0.00152917 0.00399643 0.00601966 0.00961217 0.00852039 0.0186631 0.00613933 0.00543663 0.00172824 0.0093267 0.00937487 0.00509105 0.0464561 0.0134381 0.0493091 0.00639311 0.0289622 0.00558433 0.0120832 0.00920777 0.00889453 0.0573939 0.00874454 0.00557414 0.0122612 0.00486132 0.00454478 0.00454198 0.00620155 0.00600458
threshold=-0.63026499999999996 -0.58319500000000002 39.852039223600009 0.10052500000000002 75.629015667650023 78.27445846800002 0.094235000000000027 78.290589216800015 62.041548276350007 62.025417527550012 0.25799500000000009 -0.099379999999999996 0.099855000000000027 61.885617704800005 62.00390986255001 85.968825637350008 85.823648898300021 85.968825637350008 40.574766824850009 41.808689985400001 -0.06828999999999999 0.10336500000000003 -0.036264999999999999 38.060777288450005 -0.13509999999999997 0.086375000000000021 -0.124155 76.535026057600007 -0.23381499999999997 -0.23921499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 -6 7 -2 9 10 11 12 13 15 -15 16 23 20 -19 22 -13 -22 -20 26 27 -21 -3 28 29 -25
right_child=1 8 4 -5 5 -7 -8 -9 -10 -11 -12 17 -14 14 -16 -17 -18 18 19 25 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0051649637136901832 -0.10020866455920718 -0.022412882445812451 0.053633729037167212 -0.10071302169769814 -0.10035753106662365 0.062840680184128236 0.098257600560061234 0.043795404188115422 -0.00036744518927762861 0.01208908698400731 0.012663165520355913 0.00086041662447110853 -0.084639297552295309 -0.1030778948378952 0.078585791277595018 -0.0020124213592676837 0.10059442596001184 0.011391846579403692 -0.013896884998756978 -0.0015291965244454014 -0.0020613959900700287 -0.064639018015245894 0.00033997666968478075 -0.10030391861842275 -0.07652507537079567 0.0068979843431569449 0.10010673706154659 0.045596919317210827 0.012268288821746881 0.016407322224218358
leaf_weight=0.56797181888815274 0.0049908947630149525 0.004612229858535378 0.058037963471178955 0.0099132959358030348 0.013152563711628318 0.014997800259834548 0.0066401081201092884 0.0055227413624505672 35.468371038099932 0.71166933061613313 0.59260296168213322 4.2542660568169532 0.07123697828137654 0.046457239360716884 0.022024948061269534 1.0112175247339221 0.034531068056821823 1.2449611118245227 0.71471011266112316 1.0872791279107334 1.7168780411139444 0.16024343210267478 1.0884780331980435 0.011506389820446994 0.022296758896118651 1.8479572813375851 0.008812317508266998 0.022187330286993046 0.048447387301592926 0.0071457250378881834
leaf_count=72 11 94 27 10 17 66 10 31 3330 55 14 122 22 122 24 12 2 35 29 12 221 29 19 35 16 41 4 45 71 35
internal_value=-5.23682e-06 5.30123e-05 0.0188167 -0.022323 0.0317364 -0.0134097 0.0229793 -0.0245643 1.06781e-05 0.000921191 0.00035421 -0.000189118 -0.00610999 -0.00159577 -0.044652 0.000922755 0.019527 0.000451353 0.00262472 0.000321273 -0.00166956 -0.00740343 -0.00530293 -0.00286634 -0.0101907 0.00377636 0.0580131 0.00637436 -0.00659509 -0.0555912
internal_weight=50.8791 50.3111 0.113255 0.027067 0.0861883 0.0281504 0.0171537 0.0105136 50.1979 14.7295 14.0179 13.4252 1.31048 1.23924 0.0684822 1.17076 0.159539 12.1148 5.98339 4.73842 6.13139 1.87712 1.80319 0.125008 0.111584 2.93524 0.0134245 0.0892868 0.0670995 0.0186521
internal_count=4633 4561 172 62 110 83 52 42 4389 1059 1004 990 482 460 146 314 302 508 136 101 372 250 48 300 202 53 98 186 141 70
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=31
num_cat=0
split_feature=4 4 0 0 0 4 2 2 1 1 4 1 1 0 3 0 1 1 1 2 2 3 2 0 2 1 2 0 1 4
split_gain=0.00165972 0.00923231 0.012479 0.00588108 0.0338221 0.00620653 0.0235198 0.0336658 0.0453121 0.0247194 0.00635997 0.022032 0.00558492 0.031796 0.0114773 0.00999826 0.08824 0.0153285 0.0928275 0.00820615 0.0559519 0.019377 0.0494369 0.0337284 0.016273 0.121657 0.0145505 0.0325288 0.0203137 0.0165358
threshold=42.154118731400011 42.320906304050006 88.122280599850015 86.036037090600004 85.823648898300021 43.847983878700006 -0.083004999999999982 -0.082654999999999992 62.036171360100006 61.923256118600001 44.578137159850009 62.041548276350007 62.079186690200011 86.420486603250012 -0.22831499999999999 86.474255765850003 62.095317438950012 62.186725015400008 62.132955852800002 -0.084729999999999986 -0.086800000000000002 0.088145000000000015 -0.160525 89.237990724000014 -0.053874999999999999 76.279622535200005 -0.095854999999999996 97.491557184450016 68.846035804500005 43.663128814500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 9 -8 -9 -3 11 -7 -5 -14 -15 -16 -17 18 -18 20 21 23 -23 -19 25 -21 28 -28 -25 -30
right_child=1 3 -4 12 -6 10 7 8 -10 -11 -12 -13 13 14 15 16 17 19 -20 24 -22 22 -24 26 -26 -27 27 -29 29 -31
leaf_value=0.00032226928352505513 -0.055617796745140703 0.021005667204830103 0.0018698069476233558 0.0033449594985497768 -0.072392547039131616 0.080593590274750534 0.10053395857556842 -0.10104833261352193 0.067917244560601484 -0.094440255515579011 -0.0015333019015834398 -0.032354534430828023 -0.049975477515229669 -0.052726965475930768 0.012408448536223669 -0.10384984240216887 0.10059816049154996 0.066626048454051595 -0.10120311346050295 -0.088429810769620476 0.096483721529419364 0.029390652449969235 -0.10153208360738855 0.0582020461883773 -0.00025851612006092374 0.0058892598965720466 -0.085331682301041434 0.022844357463095127 0.0058829756189098118 -0.043601905138780192
leaf_weight=38.260463515466213 0.072194579504395118 0.027334736786511549 0.079166141445000449 3.3557899199525698 0.075789512593900099 0.038829168964503946 0.031043180264532566 0.035859726736577002 0.028474128803168242 0.057694165725138191 0.59116018461293363 0.031104700095006876 0.13311125343898211 0.042174340653347353 0.56435465440154686 0.08312630106229324 0.072903692489489802 0.084240040551245343 0.033163490938022733 0.17754631329103165 0.065938820611335935 0.056748009249182552 0.05865032649180435 0.066216504997436698 5.3573760984852337 0.59520193043778136 0.057922926094766569 0.053447124407966839 0.57442176906413078 0.076523117671484786
leaf_count=2609 28 32 45 73 39 46 2 94 27 74 205 17 17 96 3 15 59 13 5 36 6 60 49 34 329 43 19 27 56 475
internal_value=-5.33195e-06 -0.00100189 -0.0255501 -0.00070287 -0.00840877 -0.00264608 -0.0190861 0.0150058 -0.0262643 -0.0573272 0.00184025 0.0303573 -8.8687e-05 -0.00150197 -0.000697431 -0.000422379 -0.00139914 -0.000237338 0.037502 -0.000791431 0.00718628 0.00145944 -0.0371498 0.00634066 -0.0022153 -0.0157815 0.000211212 -0.0334174 0.00543349 6.56823e-05
internal_weight=50.838 12.5775 0.151361 12.4261 0.91729 0.8415 0.180406 0.095377 0.0643339 0.0850289 0.661094 0.0699339 11.5089 8.15307 8.01996 7.97778 7.41343 7.3303 0.106067 7.22423 1.09411 1.02817 0.115398 0.912771 6.13012 0.772748 0.828531 0.11137 0.717161 0.650945
internal_count=4633 2024 73 1951 536 497 229 123 121 106 268 63 1415 1342 1325 1229 1226 1211 64 1147 739 733 109 624 408 79 611 46 565 531
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=31
num_cat=0
split_feature=2 2 3 1 1 0 3 0 0 2 3 0 2 4 0 0 2 0 4 2 2 4 1 1 1 2 0 0 1 2
split_gain=0.00143513 0.02607 0.0769075 0.0128785 0.0324859 0.0115704 0.0222298 0.0375425 0.0138488 0.0111165 0.007282 0.0126105 0.0191766 0.0313303 0.00682381 0.0371135 0.0236503 0.0723981 0.0482078 0.0083147 0.00885091 0.0775192 0.0739364 0.0460537 0.0411673 0.022118 0.032406 0.0569148 0.079851 0.0136825
threshold=-0.06828999999999999 -0.05953 0.10020000000000003 61.821094709650005 61.076391807500009 86.345209775600011 0.10336500000000003 85.990333302400003 86.393602021950016 -0.017745 0.08326500000000002 96.741477366050006 0.067985000000000018 39.746231405950006 86.264556031700025 86.345209775600011 -0.075639999999999999 96.082805124100005 41.404176814550006 -0.076544999999999988 -0.084729999999999986 42.027798546600003 70.816675614150014 71.322105742700003 78.537927364800012 -0.088274999999999992 87.842680954300008 93.972365491700018 75.499969677400017 -0.087660000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 4 -3 6 9 -8 -7 -5 11 12 13 -10 -1 -16 19 18 -18 20 25 22 -22 -24 -25 -17 -27 -28 -29 -30
right_child=1 3 -4 5 -6 8 7 -9 10 -11 -12 -13 -14 -15 15 16 17 -19 -20 -21 21 -23 23 24 -26 26 27 28 29 -31
leaf_value=0.0016088044527480254 -0.0024815512812464747 -0.050439910104860264 0.092437211336226927 -0.01362716883376291 0.070637666149912293 0.015709469918157866 -0.063973765179295233 0.0048294304636696929 0.0031819597488561774 0.0014489004152542723 -0.0012731843480990851 -0.00071014728180930024 -0.0028239266971407388 0.029265848373538284 -0.062543482275004156 -0.00074132904884954376 -0.020373569464242871 0.0023246886678901907 -0.10388058245378827 0.0111046082037004 -0.088710741585452932 -0.00077462544594598959 0.10078110242259847 -0.10071840933847592 0.037310295953353459 0.0038554774475981581 0.10078084404303106 -0.10110243787170758 0.10004555288056163 0.016539750998097912
leaf_weight=10.151812127549315 0.28871430401378262 0.031464900639696647 0.12119470118886966 0.68444986373990069 0.074933534779120237 0.60572053742362442 0.16548557680835063 0.15228628212207695 1.1292903093999522 1.7135745593669707 11.05018166795241 4.2201564471518003 1.0871591759875689 0.77754928270405788 0.099447464919651618 12.230795525246757 0.14744799637992656 0.59465468187217851 0.13015275029465556 0.59757344755507702 0.20366096847323045 3.5097998372334018 0.038053368516557384 0.042929406387543168 0.043506280483276982 0.61282572336495 0.10825814481358975 0.047134355434536701 0.044404685852775572 0.035156405214960884
leaf_count=891 45 180 25 47 15 9 36 21 28 85 713 263 74 62 11 1651 26 42 16 14 64 166 2 26 36 7 9 25 11 33
internal_value=-6.99134e-06 0.000598382 0.0255824 0.00012627 0.0348317 -4.4796e-05 -0.00614759 -0.0310011 0.000833523 -0.00285415 0.000340176 0.00281142 0.0077752 0.0138182 -0.000474211 -0.00161814 -0.00128861 -0.0173596 -0.0595257 -0.000488221 -0.000897736 -0.00512023 -0.0515996 0.00911334 -0.0312435 0.000341368 0.0159613 0.0475367 0.00204089 0.0631461
internal_weight=50.7398 22.1022 0.409909 21.6923 0.106398 21.5859 2.7158 0.317772 18.8701 2.39802 18.2643 7.21416 2.994 1.90684 28.6376 18.4858 18.3864 0.872255 0.277601 17.5141 16.9165 3.83795 0.32815 0.124489 0.0864357 13.0786 0.847779 0.234954 0.126695 0.0795611
internal_count=4633 1603 70 1533 195 1338 189 57 1149 132 1140 427 164 90 3030 2139 2128 84 42 2044 2030 294 128 64 62 1736 85 78 69 44
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=31
num_cat=0
split_feature=0 4 4 4 0 1 1 2 2 2 0 0 0 3 3 0 3 1 1 4 4 0 0 0 1 1 0 0 1 2
split_gain=0.00138187 0.0153837 0.00822668 0.018809 0.0109497 0.00846026 0.0182347 0.00699021 0.00692898 0.00564445 0.00481825 0.0040873 0.0062024 0.00511842 0.004057 0.00363627 0.0105419 0.00255289 0.00293133 0.00223823 0.00770193 0.0119195 0.00455002 0.0293834 0.00595168 0.0130109 0.0178054 0.0543884 0.00704686 0.00521584
threshold=102.75018128760001 40.00488309970001 44.749265482150008 40.858951393400005 113.32926403090002 82.299080289250014 82.815264250350012 -0.088880000000000001 0.20852500000000004 -0.156745 102.21786657775002 116.38335246710001 122.35979489110001 -0.15544999999999998 -0.25215499999999996 104.25302938255003 0.074735000000000024 88.264768880750012 88.512107028750009 42.154118731400011 42.320906304050006 88.122280599850015 86.036037090600004 85.823648898300021 62.079186690200011 62.095317438950012 86.904409066750006 86.420486603250012 62.132955852800002 -0.084729999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 17 3 -3 7 -5 -7 9 14 15 19 -6 13 -13 -8 -4 -17 -2 -19 -1 21 -21 23 -22 -24 -26 27 -27 -29 -28
right_child=1 2 4 5 11 6 8 -9 -10 -11 -12 12 -14 -15 -16 16 -18 18 -20 20 22 -23 24 -25 25 26 29 28 -30 -31
leaf_value=0.00032533911000858493 -0.10010668266047085 0.00022099045865963968 0.092377313143512732 -0.10041361595816123 -0.10039009378928521 0.089462535265671939 0.078146341247266174 0.063955873581174202 0.0019136978039830726 -0.1000800038219166 0.0089549093473073361 0.07084303510556364 -0.10009475611151866 -0.0338594310556578 -0.10018658603317016 0.07192834851741936 -0.10006168826705203 0.099934115471571827 -0.10003513911057416 -0.054417509804135858 -0.0024465771118878403 0.0029673426863503511 0.0031002250108076316 -0.0688156634603483 -0.015375116712009569 -0.057534439848708124 0.0051299887720769087 0.10036620644830976 0.049677029947961769 -0.0027023675808123811
leaf_weight=37.544064320662784 0.019038507804175375 0.53134010783644925 0.0054236109385783484 0.025477711612893472 0.0060967985125088822 0.010204382590018213 0.0013468995018683918 0.053125188012927538 0.011808798521656172 0.0046268129135711425 0.60120427374620433 0.009434888399709962 0.0057060355553488753 0.0092429963298741313 0.024125477184447242 0.0081118733542098198 0.0063563051609207841 0.0014687514808162652 0.0014634895314797891 0.068606976632722971 0.8267911375201632 0.076620200617981027 3.3479061787993478 0.072561149708803896 0.66056552994996298 0.049205616116523632 1.0045789277050436 0.041720361332409084 0.0800484285755374 5.5339715254467565
leaf_count=1902 228 71 11 44 20 5 7 24 9 59 48 8 69 34 294 14 66 6 225 28 497 24 73 39 24 10 495 58 8 233
internal_value=-6.65025e-06 -0.00431286 -0.00177121 -0.00631665 0.0236331 -0.0539257 -0.0289832 0.0435719 -0.0614035 -0.000594725 5.67161e-05 -0.0271571 -0.00884643 0.0190296 -0.0907569 0.0225455 -0.00363204 -0.0867291 0.000128912 -5.17811e-05 -0.00125548 -0.0241419 -0.000969382 -0.00780134 -0.000396109 -0.00198434 -0.000665991 0.031191 0.0670441 -0.00149901
internal_weight=50.6422 0.734399 0.712428 0.604303 0.108125 0.0729633 0.0474856 0.0776438 0.0372812 0.0245186 49.9078 0.0304807 0.0243839 0.0186779 0.0254724 0.0198918 0.0144682 0.0219707 0.00293224 49.3066 11.7626 0.145227 11.6173 0.899352 10.718 7.37009 6.70952 0.170974 0.121769 6.53855
internal_count=4633 1194 735 430 305 359 315 174 310 150 3439 131 111 42 301 91 80 459 231 3391 1489 52 1437 536 901 828 804 76 66 728
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=31
num_cat=0
split_feature=3 3 3 4 2 3 3 4 2 2 0 2 2 2 4 1 1 0 2 4 2 0 4 4 2 2 1 4 2 3
split_gain=0.00146269 0.00994207 0.0441424 0.0486638 0.0464414 0.0415601 0.0198645 0.0231589 0.017176 0.00929207 0.03514 0.0287548 0.0105429 0.0137407 0.00753177 0.056983 0.0156186 0.0104969 0.0255347 0.00747224 0.012074 0.0453738 0.00810346 0.00685008 0.00900767 0.00635389 0.00959767 0.00566676 0.0131454 0.0171245
threshold=-1.0000000180025095e-35 0.079605000000000023 0.079470000000000027 40.621691032550004 -0.047144999999999999 0.075320000000000012 0.050735000000000009 44.952171034750002 -0.117885 -0.053874999999999999 86.345209775600011 -0.017745 -0.016014999999999998 0.70697500000000024 41.404176814550006 62.014663695050011 61.928633034850002 86.393602021950016 -0.22147500000000001 38.911218973650008 -0.043559999999999995 95.217121606100008 40.371455563000005 40.21994457600001 -0.105535 -0.23353499999999996 55.887667615750004 42.320906304050006 -0.051199999999999996 0.077440000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 8 6 -5 -8 -2 14 11 -11 -13 -14 15 16 23 18 25 20 -12 -22 -21 24 -1 26 -16 -7 29 -29
right_child=1 -3 -4 5 -6 27 7 -9 -10 10 19 12 13 -15 17 -17 -18 -19 -20 22 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.035709329045452563 0.056577859773836406 -0.00016589091381310979 0.072906902905059565 0.098911461166367981 0.091692877260483308 -0.011723869117911168 -0.087791686304224334 0.076661484995770426 -0.087466907168797375 -0.10146520267138603 -0.0040765131994424447 0.10009165655396227 -0.087348919114347751 0.10009805443362763 -0.1002397019040044 0.0015891636613592349 0.098374010922900212 -0.0015257291346940617 -0.10075642766058873 0.0090044182778783472 0.003689495626221455 -0.09687112976588319 -0.0078116129406640466 0.09962118883159389 -0.10036112144370722 0.031388604275949437 0.0045589516067727634 -0.040952838292013884 -0.0019888983274427363 0.065857372774849113
leaf_weight=0.0122405882178499 0.012597712380427839 41.671279465181421 0.095822048404201499 0.060893208663856391 0.11060381713417122 0.54237504467194275 0.015317492786067533 0.019419466685008047 0.024141675093829917 0.067846077304039909 0.48681054137523461 0.010177007177844644 0.012207845174297183 0.0057538980618119231 0.012353251512602248 2.2358996698825631 0.080204298371352678 2.0907218386549999 0.037157044404465989 0.58608472053128913 0.12074068463698484 0.071404380821082469 0.56073617599252534 0.0064927315834211177 0.0080740562989383164 0.035290519627835693 0.029867529894830991 0.019940697266258467 1.5082580579951339 0.060709907249286488
leaf_count=111 45 2773 22 11 32 75 40 30 18 20 3 4 118 2 76 214 114 187 38 32 32 78 96 3 5 28 50 94 27 255
internal_value=-6.32197e-06 0.000199496 0.00636372 0.00367812 0.0593359 -4.4574e-06 0.0644882 0.00414477 -0.0380748 -0.00141049 -0.0072406 -0.0662164 0.0187729 -0.0273018 0.00105286 0.00500097 0.0762871 -0.00314143 -0.0326002 -0.00414012 -0.0124545 -0.0336805 0.000782248 0.010206 -0.0183719 7.22286e-05 -0.0261038 -0.00289822 0.000114415 0.0394488
internal_weight=50.6114 44.1414 2.47008 2.37426 0.147343 2.22691 0.0956302 0.034737 0.0367394 6.47006 1.92176 0.0959848 0.0281388 0.0179617 4.5483 2.34291 0.107012 2.20539 0.114668 1.82578 0.678956 0.192145 1.14682 0.0268074 0.0203146 0.0775113 0.0422208 2.13128 1.58891 0.0806506
internal_count=4633 3422 649 627 95 532 81 70 63 1211 385 144 124 120 826 447 233 379 192 241 113 110 128 119 116 154 126 451 376 349
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=31
num_cat=0
split_feature=2 1 0 4 1 0 2 0 2 0 3 3 2 2 2 2 3 0 2 4 1 4 4 1 1 4 3 3 2 2
split_gain=0.00133284 0.00147596 0.0233318 0.0358595 0.0112767 0.0277931 0.0176794 0.00731557 0.0512006 0.00761249 0.0162562 0.0212728 0.0455223 0.0509804 0.0158129 0.0269385 0.0646767 0.0229912 0.0205871 0.0167012 0.0141948 0.0128517 0.0467411 0.0210167 0.0321547 0.0102855 0.00749591 0.025866 0.0127513 0.0111242
threshold=-0.63026499999999996 63.910026677050006 87.525442894850016 40.679780036550007 62.678712853250012 89.057864029250013 -0.054875 89.474575039450016 -0.10771499999999999 96.631250582750013 0.084565000000000015 0.088890000000000011 -0.11334499999999999 -0.0025899999999999999 -0.10771499999999999 -0.070854999999999987 0.092385000000000023 91.109157582800023 -0.054875 39.852039223600009 69.633754036750005 43.118479346150004 43.940903692500008 72.04530097975001 75.180043159850015 40.467253020850002 -0.098985000000000004 -0.10978499999999999 -0.022394999999999998 0.63131000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 -7 8 -4 10 21 12 -12 25 19 16 -16 -18 -17 -13 -20 -9 -23 -24 -25 -14 27 28 -11 -30
right_child=1 2 7 -5 5 6 -8 9 -10 26 11 14 13 -15 15 18 17 -19 20 -21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0048198708367636614 0.00016438231926930893 -0.10176026024033079 -0.069127655964354981 0.013168951262684862 0.00073671587065677181 0.01322936084348611 0.068953843859934638 -9.9213837516315381e-06 0.067876090261810032 0.01951559505313516 0.036748786317803456 0.045242625521315229 -0.053422874728325034 0.044945319737802775 0.022658957812789926 0.0097961311648483845 -0.02967636380274883 -0.10094965581742102 -0.037707652120324328 -0.013421104550908891 -0.0068298459451409874 0.089469364797283499 -0.10036037963584531 0.076703064549691793 -0.086548619680941533 -0.10098133819250998 0.00030468397952961664 0.092799225123158594 -0.10028004304500422 0.015591234735117008
leaf_weight=0.56839858214525563 29.431546131266163 0.056774089061728428 0.040235738067181614 0.052026356091992909 0.60320580128427437 0.11131526913959533 0.11654242259101011 1.9427632657994434 0.084700641754127726 0.087532881990629363 0.067315970566141914 0.11446012585884102 0.08326681591279339 0.040199082594142843 0.11492527484369941 0.63406605119962467 0.07532922230893746 0.11338138622043914 0.19560704270133955 0.084251525055151433 0.62324228821398719 0.07020878706316569 0.02437224020778217 0.030759574021473668 0.019851544622106587 0.10019412044675846 15.006802726651246 0.039075064915473301 0.020092481636886816 0.014099822248681448
leaf_count=72 1462 44 24 132 40 16 29 174 41 157 21 33 38 50 28 30 9 68 39 39 61 20 104 43 79 75 1587 12 93 13
internal_value=-4.74609e-06 4.99941e-05 -0.00062281 -0.0468032 0.000488758 0.0119763 0.0417308 -0.000366809 0.0237541 -0.000521337 -0.00421732 -0.0101219 -0.0353484 -0.0570479 -0.00636775 -0.00939247 -0.0364819 -0.0724989 -0.00373121 0.0203699 -0.0142059 0.00213486 0.0308333 -0.024069 0.0126697 -0.0793961 0.000534803 0.0220109 -0.000712959 -0.0524984
internal_weight=50.5665 49.9981 19.7355 0.1088 30.2626 0.831063 0.227858 19.6267 0.124936 19.5018 4.33419 2.24624 0.290976 0.22366 1.95526 1.75655 0.303636 0.188711 1.45292 0.198712 0.818849 2.08796 0.145192 0.0749834 0.0506111 0.183461 15.1676 0.1608 0.121725 0.0341923
internal_count=4633 4561 3014 176 1547 85 45 2838 65 2773 911 491 184 163 307 235 105 77 130 72 100 420 246 226 122 113 1862 275 263 106
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=31
num_cat=0
split_feature=0 3 3 4 4 0 3 0 4 0 2 3 3 2 0 4 0 0 0 3 1 4 1 1 0 3 4 3 4 1
split_gain=0.00136203 0.0139361 0.0188954 0.00902665 0.0062828 0.0194278 0.00847673 0.00792536 0.00552207 0.00486838 0.00449086 0.00431738 0.0144945 0.0042932 0.00431159 0.0041496 0.00399761 0.00406396 0.00392286 0.00240716 0.0033117 0.002101 0.0185027 0.00792706 0.00843486 0.0176565 0.0077527 0.00360687 0.00239744 0.0184691
threshold=102.75018128760001 0.090850000000000028 0.089835000000000012 44.749265482150008 45.044778924400006 103.57284947555002 -0.20885999999999996 113.32926403090002 50.189067467950004 114.09278614000002 -0.088274999999999992 0.086255000000000026 0.086375000000000021 -0.160525 110.27248713660002 47.309807198350008 120.28699367255003 122.90286343345001 102.21786657775002 -0.22831499999999999 87.143681840350013 44.578137159850009 75.180043159850015 71.246828915000023 91.625341543800019 0.087935000000000027 45.711398460000005 -0.225495 43.426369480700011 62.009286778800011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 4 -3 5 -2 9 8 15 19 -9 -8 -13 -10 -15 -6 -12 -18 21 20 -7 28 23 24 -23 -26 -25 -24 -1 -30
right_child=1 3 -4 -5 7 6 11 10 13 -11 16 12 -14 14 -16 -17 17 -19 -20 -21 -22 22 27 26 25 -27 -28 -29 29 -31
leaf_value=-0.00010397199054601378 -0.0019801371499287208 -0.10014383985252309 0.080789280649587125 0.019714089484295344 0.02405117156418882 0.063343362626625779 -0.10024942010747342 -0.069211027454551946 0.090331355087031107 -0.10011191925196311 0.065662386352011701 0.098152257472574986 -0.10038394216872591 -0.10009277935101475 0.028575425255484618 0.083130473096476823 0.04518843533728728 -0.10009649537473211 0.0081085682730651556 0.094148646364062283 -0.10007471661879286 -0.0011612729457570858 -0.018606861777460643 -0.031218290635348447 -0.10055592863629435 0.013757492636422862 0.073953355471153198 -0.10077942295510255 0.03918085793372264 0.00081008108013291423
leaf_weight=46.516579344260009 0.50676370553193906 0.023791807928584152 0.026935833411141807 0.0085383355119290627 0.02199003989881021 0.0030269322079909964 0.033297452104081415 0.012389663766690262 0.00296402119602135 0.0030316765174029934 0.0072348112807958396 0.0053434930187563614 0.011792600260050579 0.0061616616641586575 0.0045109516358934343 0.025881145763378299 0.0033874788086905028 0.00446064287711323 0.59776720028649677 0.0049514442175677678 0.0021007070110385939 0.61914778659348613 0.0069300853978688784 0.009735301936302676 0.026535420350199956 0.027529528875845699 0.025028246172084323 0.023305201177905133 0.13488068973518252 1.7926835194180055
leaf_count=2512 25 236 26 22 19 33 328 59 10 55 5 8 145 87 11 36 9 44 48 5 31 239 13 22 132 28 49 85 83 228
internal_value=-5.97977e-06 -0.00432864 -0.00130582 -0.0684896 -0.00465989 -0.00851584 -0.0606378 0.0200543 0.0399999 0.0109966 -0.0246015 -0.07926 -0.038475 -0.0161397 -0.0457091 0.0559919 0.0120424 -0.0373873 5.64159e-05 0.0444168 -0.00360626 -4.14508e-05 -0.00533612 -0.00206441 -0.00446895 -0.0423483 0.0445007 -0.081945 3.92315e-05 0.00349506
internal_weight=50.4987 0.718554 0.686224 0.0323301 0.659288 0.570308 0.0635443 0.0889804 0.0615078 0.0131108 0.0274726 0.0504335 0.0171361 0.0136366 0.0106726 0.0478712 0.0150829 0.00784812 49.7801 0.0100791 0.00512764 49.1824 0.738212 0.707976 0.673213 0.0540649 0.0347635 0.0302353 48.4441 1.92756
internal_count=4633 1194 936 258 910 630 605 280 163 124 117 481 153 108 98 55 58 53 3439 69 64 3391 568 470 399 160 71 98 2823 311
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=31
num_cat=0
split_feature=2 2 0 3 1 1 3 0 2 3 4 2 0 0 2 0 4 2 2 4 1 1 1 2 0 0 0 1 4 3
split_gain=0.00142695 0.0228783 0.0569532 0.0621098 0.0301852 0.0662415 0.00760242 0.0306536 0.0295117 0.0174799 0.0324508 0.00967556 0.00621458 0.0301766 0.0214681 0.0635214 0.0441703 0.00688347 0.00910836 0.0656569 0.0626466 0.0410367 0.0366347 0.0191706 0.0329488 0.0480144 0.0662803 0.0163048 0.0634971 0.053249
threshold=-0.06828999999999999 -0.054875 86.393602021950016 0.087475000000000011 69.999384342500022 70.182199495350019 0.075810000000000016 86.345209775600011 -0.017745 0.079745000000000024 42.580420142950011 0.24901000000000004 86.264556031700025 86.345209775600011 -0.075639999999999999 96.082805124100005 41.404176814550006 -0.076544999999999988 -0.084729999999999986 42.027798546600003 70.816675614150014 71.322105742700003 78.537927364800012 -0.088274999999999992 87.842680954300008 93.972365491700018 97.491557184450016 62.079186690200011 42.546237522150008 0.084565000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 -4 -5 -6 7 8 -3 10 -8 -10 -1 -14 17 16 -16 18 23 20 -20 -22 -23 -15 -25 -26 -27 -21 -29 -30
right_child=1 6 3 4 5 -7 9 -9 11 -11 -12 -13 13 14 15 -17 -18 -19 19 27 21 22 -24 24 25 26 -28 28 29 -31
leaf_value=0.0015150730612995275 -0.015986345711379434 -0.10132414815853966 -0.0069625417365247674 0.09926476912651222 0.10014662017873276 -0.10078955160408742 0.026893082970064937 -0.0030384748829740391 0.088047809501039437 -0.000244818971007634 -0.0011283853981276144 -0.031218748318289205 -0.057979804499436419 -0.00063504709966112974 -0.020508298195887245 0.0012960084895118978 -0.10352395501666818 0.010063414844866775 -0.086264843215765982 0.0027064507085605202 0.10055819613638284 -0.10065113590812823 0.034520235458226543 0.0034222000262182709 0.10070554899133731 -0.10090496943946131 0.060683811945256717 -0.072791697971509847 0.05779768672001391 -0.013022522480721345
leaf_weight=10.128804313401586 0.27065803042501357 0.061491590280667197 0.14664698252566666 0.16487952522584237 0.04128292528912425 0.027226667465775733 0.70048866886269578 2.3493571587142319 0.012560498873502968 17.196596294821564 1.007966845143528 0.014836741785984486 0.094347818027020192 12.205334197781255 0.14141625374031619 0.5904792703960986 0.11721919849514961 0.5933873537924218 0.18437917320768804 2.5780092263594274 0.033746656808943953 0.038835142869857009 0.04145172952774645 0.61151635274291027 0.097461106372065842 0.038822765116492519 0.073331962517710458 0.14804148714870269 0.12733234255233583 0.63877283855134692
leaf_count=891 34 20 35 17 12 41 67 277 119 946 29 6 11 1651 26 42 16 14 64 14 2 26 36 7 9 23 46 33 74 45
internal_value=-6.09368e-06 0.000598964 0.0190705 0.0440376 0.0760829 0.0202918 3.58223e-05 -0.00521945 -0.0628633 0.000713612 0.0103608 0.02346 -0.000473312 -0.00157063 -0.00127916 -0.0168057 -0.0581328 -0.000521921 -0.000895424 -0.00520969 -0.0502318 0.00802944 -0.0308628 0.000359982 0.0151501 0.0493642 0.00474927 -0.00136244 -0.0128372 -0.00125168
internal_weight=50.4767 21.994 0.650694 0.380036 0.233389 0.0685096 21.3433 2.43825 0.0888888 18.9051 1.70846 0.0273972 28.4827 18.3539 18.2595 0.849115 0.258635 17.4104 16.817 3.79057 0.298413 0.114034 0.0802869 13.0265 0.821132 0.209616 0.112155 3.49216 0.914147 0.766105
internal_count=4633 1603 139 105 70 53 1464 422 145 1042 96 125 3030 2139 2128 84 42 2044 2030 294 128 64 62 1736 85 78 69 166 152 119
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=31
num_cat=0
split_feature=4 2 2 1 2 2 3 4 3 0 4 0 0 2 4 4 4 1 2 3 4 1 0 4 1 1 4 1 1 0
split_gain=0.00201528 0.0136651 0.0127683 0.00291747 0.00266663 0.00499136 0.00250346 0.00545408 0.00220393 0.00659272 0.00192864 0.00553318 0.0242665 0.0132842 0.00973446 0.0272038 0.0172593 0.015175 0.0182149 0.014321 0.00752903 0.00681782 0.00681614 0.00478604 0.0183518 0.00442856 0.0298404 0.0156154 0.0246404 0.0318648
threshold=33.96174662340001 0.15915000000000004 -0.11692 77.443724905700023 0.067985000000000018 -0.09280999999999999 0.099465000000000012 30.518512326550006 -0.086715 89.861713010250014 42.154118731400011 86.036037090600004 85.823648898300021 -0.098419999999999994 42.686561923500008 42.720329370750001 43.847983878700006 61.917879202350001 -0.081984999999999988 0.090665000000000009 42.546237522150008 62.009286778800011 85.732241321850012 44.578137159850009 62.041548276350007 80.13218303615001 42.527280425250005 72.62331947780001 74.257902021100008 97.886760529650019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 -3 -7 -10 -2 12 14 -14 19 -16 17 18 -17 20 22 -13 -12 24 -18 27 -27 -23 -29 -30
right_child=10 6 4 -5 -6 8 -8 -9 9 -11 11 21 13 -15 15 16 23 -19 -20 -21 -22 25 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.10026174288802213 0.00037211089095676592 0.048223383980979917 0.081745848895403123 0.034196693954264688 0.093150074740001032 0.042759599327478179 -0.1012062293098433 -0.10034351065130034 0.056362259119306812 -0.10032963418124891 -0.017022159172236664 0.0053466426002935739 -0.012518509380324819 -0.10141022310381496 0.10034692984503919 0.038414666995051958 0.07608917814499426 -0.090905401125894778 -0.10145264262001788 -0.090724440387628516 -0.046187297497544466 -0.0017080914630202327 0.092776182670511978 -0.0014689513724770904 -0.029513077644514357 0.059957154040522154 6.0563136068607935e-05 -0.098718389782016108 0.025313579460899217 -0.055172285387859892
leaf_weight=0.0094789247892048678 37.918933969889437 0.0043016294606768035 0.010940007554097408 0.0019448200664343726 0.0084150800900593126 0.0062268573371682115 0.01535436585214689 0.0058065184095159594 0.0047723866254111846 0.0061395836938313297 0.011211923891335407 1.713721285235464 0.028323940063700093 0.04136266934528976 0.025826743803918362 0.029567379063395016 0.035329484682221191 0.040405713860849346 0.013590791036978689 0.03071661547818394 0.019724790391492775 7.7999906286139957 0.011405278637539595 0.58996698265664282 0.030805272276786866 0.087646025492389756 1.6310880053931267 0.040550508846265987 0.10299782038666905 0.094156388648059419
leaf_count=92 2295 31 24 72 6 11 16 18 8 36 38 39 11 33 3 27 46 99 42 23 10 585 2 205 17 48 530 40 130 96
internal_value=-5.84869e-06 -0.0165659 0.0148913 -0.077371 0.0437723 0.0289741 -0.0757649 -0.0371193 -0.00471104 -0.0317999 1.83112e-05 -0.00106549 -0.00857896 -0.0652804 -0.00386686 -0.000538299 -0.00406089 -0.0468635 -0.00563047 -0.0387428 -0.0010332 -0.000470553 0.0383463 0.00139064 0.0269001 -0.00149235 0.00311496 -0.00247755 -0.0277263 -0.0131246
internal_weight=50.3707 0.0733802 0.0479177 0.0114237 0.0364939 0.0280788 0.0254625 0.0101081 0.0171388 0.010912 50.2973 12.3784 0.908238 0.0696866 0.838551 0.765492 0.739666 0.0835639 0.0431582 0.0730586 0.042342 11.4702 0.0226172 0.656102 0.0661348 9.75643 1.71873 8.0377 0.237705 0.197154
internal_count=4633 314 249 164 85 79 65 49 55 44 4319 2024 556 44 512 439 436 168 69 73 50 1468 40 268 63 1429 578 851 266 226
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=31
num_cat=0
split_feature=4 0 0 2 4 4 4 1 2 3 3 3 1 4 0 1 1 4 1 1 2 3 3 3 1 2 2 2 3 1
split_gain=0.00150222 0.00461818 0.0212199 0.0130537 0.00839287 0.0195654 0.0169228 0.0171066 0.0248033 0.0134346 0.0137988 0.00575489 0.00554013 0.00404187 0.0177124 0.0278403 0.00360052 0.0251585 0.0131921 0.0227754 0.0290805 0.0312897 0.0252952 0.0147459 0.0131135 0.0308915 0.00438863 0.0223702 0.044266 0.0418326
threshold=42.154118731400011 86.036037090600004 85.823648898300021 -0.098419999999999994 42.686561923500008 42.759119507950011 43.847983878700006 61.885617704800005 -0.081984999999999988 0.093635000000000024 0.08759500000000002 0.085910000000000028 62.009286778800011 44.578137159850009 85.799452775150016 62.041548276350007 80.13218303615001 42.527280425250005 72.62331947780001 74.257902021100008 -0.027754999999999998 0.082535000000000011 -0.225495 0.085345000000000018 81.011308844800013 0.059500000000000011 -0.095854999999999996 -0.082404999999999992 0.090850000000000028 62.334590212600006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 9 -6 7 8 -7 10 11 -2 -3 14 15 -8 18 24 26 -20 21 22 -21 -23 -18 -26 -14 28 29 -28
right_child=1 12 3 -5 5 6 13 -9 -10 -11 -12 -13 16 -15 -16 -17 17 -19 19 20 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00030528437772710796 -0.0058095006172625488 0.0048288007285383541 -0.011283586459366158 -0.10127656385010531 0.078009418249988222 0.085817136690222395 0.061156583599786235 -0.09051933335454973 -0.10134386553507738 -0.10044529578758321 0.052619741785801026 -0.1011299116619427 0.0028082123218087941 -0.0013209128364522742 0.10025903953734812 -0.10075948820294552 0.099158481000129611 5.4510636769153463e-05 -0.097564585075557334 0.051970051468400127 -0.086519412104878096 0.079269912694904715 -0.1006761451285012 0.0027585192451281839 -0.063149519462710135 0.10028406141096867 -0.10245181990484181 -0.00026234364423832946 -0.002340785687401759 -0.021977594423195215
leaf_weight=37.979099778150598 0.011970541046905314 1.7080646476667585 0.028283715021132139 0.037473371427040547 0.030471246995148249 0.017229105644281262 0.023592797416764011 0.042390197862090417 0.012021158842551061 0.022454496795603518 0.021481604950679412 0.013450926876885205 1.7918683552969881 0.59044762221262048 0.021057261154055595 0.019311389365917364 0.038401611294829663 1.6310278136831784 0.037104108095775135 0.015482688233248609 0.041271470106721608 0.049795838742284104 0.036327225827545107 0.05097619993398439 0.022701655950996269 0.023576055187731981 0.099020863766778322 5.1094903867776269 0.62087299891572911 0.18580115711802137
leaf_count=2609 36 39 11 33 9 23 45 98 41 19 13 5 281 205 3 15 5 530 40 19 65 11 101 30 40 3 21 223 17 43
internal_value=-6.29148e-06 -0.000964194 -0.00789644 -0.0625684 -0.00354342 -0.000491072 -0.00378562 -0.0499278 0.00889844 -0.036837 -0.00638503 -0.0562451 -0.00042492 0.00126572 0.0251437 -0.0117227 -0.00134495 0.00281368 -0.00223261 -0.0257863 -0.0120478 0.00809586 -0.0550599 0.0405661 0.0559588 0.0201113 -0.00153581 -0.00282986 -0.0173145 -0.0499552
internal_weight=50.3325 12.3534 0.891635 0.0657571 0.825878 0.756521 0.72605 0.0716405 0.0292503 0.0693576 0.0469031 0.0254215 11.4618 0.654409 0.0639614 0.0429042 9.75372 1.71571 8.03801 0.230958 0.193853 0.152582 0.0518099 0.100772 0.0846793 0.0462777 7.80705 6.01519 0.905695 0.284822
internal_count=4633 2024 556 44 512 439 430 162 64 73 54 41 1468 268 63 60 1429 578 851 266 226 161 120 41 48 43 585 304 81 64
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=31
num_cat=0
split_feature=4 2 4 0 4 3 1 3 4 1 1 2 2 3 0 3 3 3 3 2 4 1 3 2 1 0 0 2 0 1
split_gain=0.00148269 0.0154712 0.00912473 0.0074495 0.0100778 0.00649986 0.0065402 0.00540833 0.00298011 0.00193632 0.00915454 0.0115908 0.00901 0.0123987 0.00743096 0.00492305 0.00495876 0.00711321 0.00668783 0.00633337 0.00741808 0.00331691 0.0148407 0.00179979 0.00442879 0.00292733 0.011466 0.00188735 0.00187888 0.030247
threshold=34.515670600900002 0.24901000000000004 32.724174661450007 97.789976036950009 33.361153777850006 0.088565000000000019 72.209296925700016 0.08729000000000002 29.850823923150003 61.546871980350012 58.309968391300011 -0.016014999999999998 -0.105535 0.096715000000000009 76.535026057600007 0.079025000000000026 0.070640000000000022 -0.10978499999999999 -0.25098999999999999 -0.23353499999999996 49.407085930050009 55.887667615750004 -0.24212500000000001 0.28423000000000004 80.677940036650014 93.910530954700008 100.01333091085002 -0.69416999999999995 91.625341543800019 67.606656606400023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 6 8 -4 -1 10 14 12 13 -12 15 16 17 18 19 -2 -21 22 -20 27 25 -25 -27 -11 -29 -30
right_child=9 -3 3 4 -6 -7 -8 -9 -10 23 11 -13 -14 -15 -16 -17 -18 -19 21 20 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.026492938560941544 -0.10017812494128564 -0.077528257838450326 0.020265115996155769 0.064970230701914627 -0.10011204935759291 -0.072600365571142009 -0.10020199356241857 0.082483976199380332 0.091799739184513271 0.025914041366120133 -0.10010162910943127 0.022416885080337318 -0.10059363172185234 0.09894662017789832 0.049149616622195254 -0.10006547278429885 0.075818005754894752 -0.10016785185203994 0.1002457241045218 0.062885378310513343 -0.10035297194613818 0.062908887479526804 -0.10034905861500742 0.0050528259890732724 0.0018278818888432724 0.084102454893416667 -0.0098941284558307779 0.00038143473927684704 -0.048723699734579351 -0.00054775906680256271
leaf_weight=0.0028849407257587898 0.0098499951917893035 0.016908095401831913 0.022121377428941713 0.0072144037029628905 0.0075868563186936022 0.013601287596599232 0.0032705841746314421 0.037917429646768142 0.0081350605235410711 0.027948119109253322 0.006191722467033145 0.019543453146694034 0.029806197033678927 0.0063272636180045083 0.030133459182252409 0.0055821957919306433 0.0072465635312255463 0.0079071043406907793 0.0071883318014442921 0.0081681405041232613 0.0042232107371091851 0.016144112310939818 0.0075745831587572567 0.039353149724447145 0.52391714558826408 0.028405010206483894 0.023893835221315385 31.648473316678938 0.13129773429847347 17.562236959427054
leaf_count=45 40 57 26 22 40 49 70 29 30 12 41 26 23 6 32 35 6 78 1 66 2 15 60 25 57 28 14 1409 59 2230
internal_value=-7.51132e-06 0.0111116 0.0257003 0.0438944 -0.0196479 -0.0231183 0.0239771 0.0595594 0.0608317 -3.40368e-05 -0.0108201 -0.0412802 -0.070692 0.000500028 0.00729723 -0.00977213 -0.00239263 -0.0116753 0.0014901 -0.0403262 0.00725061 0.031582 -0.00267581 1.75882e-06 0.00537555 0.0256554 0.0411581 -6.52443e-05 -7.99594e-05 -0.000905256
internal_weight=50.2711 0.11964 0.102732 0.0748401 0.0148013 0.0278919 0.0142906 0.0600388 0.01102 50.1514 0.165886 0.0618686 0.0423252 0.012519 0.104018 0.0738842 0.068302 0.0610555 0.0531484 0.0222413 0.0123914 0.030907 0.0147629 49.9855 0.615569 0.091652 0.0522988 49.37 49.342 17.6935
internal_count=4633 368 311 117 62 194 145 55 75 4265 431 96 70 47 335 303 268 262 184 108 68 76 61 3834 124 67 42 3710 3698 2289
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=31
num_cat=0
split_feature=0 3 0 2 2 4 3 4 1 0 4 0 4 3 3 2 0 3 4 1 0 1 4 3 4 0 0 3 3 3
split_gain=0.00147266 0.00698468 0.00403938 0.00607749 0.00687734 0.00358259 0.00531294 0.00328423 0.0645962 0.00579108 0.0124227 0.00631326 0.0190177 0.0430023 0.0115249 0.0429238 0.00489884 0.0264793 0.0126384 0.0148833 0.00902185 0.0250309 0.0236387 0.00464965 0.00945136 0.0426478 0.0855677 0.0277575 0.0235234 0.0178348
threshold=85.662341410450011 0.10385500000000002 85.799452775150016 -0.092084999999999986 -0.08725999999999999 39.525197829750006 0.11231500000000003 38.474425342400004 64.730006406800015 85.968825637350008 41.257948413050009 86.103248543850015 38.804629908750009 0.093325000000000033 0.10487000000000003 -0.083834999999999993 93.843319501450011 0.10307000000000002 36.165040341950011 66.235542959850008 96.631250582750013 70.128430332750014 36.377496227400009 0.079605000000000023 42.081757894750005 87.261973998100004 96.741477366050006 -0.091114999999999988 -1.0000000180025095e-35 -0.22831499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -3 -7 8 -4 10 -9 14 13 -13 15 -11 17 18 -10 -20 21 -18 -23 24 25 -14 28 29 -27 -28
right_child=2 5 7 4 -6 6 -8 9 16 11 -12 12 23 -15 -16 -17 20 -19 19 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0015108397007112563 0.012491197955514644 -0.014186277909026344 0.082312117080817482 -0.0025433660532061656 0.0089735344369340029 -0.014894646051374855 -0.10027014859864476 -0.012480048960107432 0.0065369166057502428 -5.5793437187078273e-05 0.00013893770167208052 -0.073739011276551317 -0.00089916245948931911 0.025986695480124024 -0.004526893755748199 0.052881400358471164 -0.00074850618611633829 0.042940727667688382 -0.051637254774819979 0.0033844922341077499 0.0013881016264531555 -0.10104788182167086 -0.019950151937743601 -0.00068489966484164321 -0.002131612680609437 0.033523817923483981 -0.017025897044944449 -0.0057229766844809722 0.087911110428212938 0.086949232783107053
leaf_weight=2.2434892482829834 0.62081847020272141 0.039342048607068025 0.098877370204713766 1.5337345229636417 0.78330952878240956 0.013680599080089451 0.015601436474014463 1.2149392984756553 0.62024430173335066 0.55043891329619044 2.1798297174118488 0.10544966254907606 2.6351364502333996 0.073292503472458748 0.52963474793068599 0.21222748482796194 0.56406195658200919 0.16961668587100576 0.092897557828109711 0.10442456137388945 3.2246415497705989 0.051539203538823131 0.11877035408944892 28.76620957354557 2.7248891973753082 0.13635590127523756 0.023142143555158867 0.5529963414600868 0.19080778980969615 0.057453783787252966
leaf_count=874 34 21 31 21 44 9 34 28 50 31 57 37 37 25 9 39 14 28 17 30 520 27 57 1628 677 37 56 91 49 21
internal_value=-7.1054e-06 -0.00247211 0.000111791 0.00370438 0.00135009 -0.0338984 -0.0603826 -0.000122766 0.00228138 -0.000426351 -0.00437722 -5.94748e-05 -0.000311034 -0.0328469 0.00680536 0.0146751 0.000681516 0.00698391 -0.000475882 -0.0225193 -0.000889991 -0.0108931 -0.044492 -0.000145288 0.00231051 0.00567666 0.0237126 0.00226764 0.0652435 0.057094
internal_weight=50.2479 2.31211 47.9357 2.93786 2.31704 0.0686241 0.029282 44.9979 5.04507 39.9528 3.39477 36.558 35.2657 0.178742 1.2923 0.762666 4.9462 0.987183 0.817566 0.197322 3.95901 0.734372 0.17031 35.087 6.32078 3.59589 0.960756 0.633592 0.327164 0.0805959
internal_count=4633 938 3695 99 65 64 43 3596 774 2822 85 2737 2658 62 79 70 743 125 97 47 618 98 84 2596 968 291 254 168 86 77
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=31
num_cat=0
split_feature=2 3 0 1 2 1 2 4 2 3 3 3 0 3 0 2 2 2 4 4 2 3 1 3 3 1 3 2 4 4
split_gain=0.00175303 0.00192658 0.0157326 0.00455724 0.0042623 0.00938365 0.00413833 0.00615793 0.00285838 0.0143871 0.0133784 0.00859512 0.00665257 0.0105802 0.00871387 0.00242835 0.00226968 0.00198867 0.00982411 0.0175074 0.0119981 0.0176679 0.0112633 0.00908441 0.00874917 0.00768572 0.00485263 0.00506647 0.00705765 0.00697056
threshold=-0.63026499999999996 -0.27651499999999996 89.576736448400013 69.873026810350026 -0.59614999999999996 78.27445846800002 -0.23353499999999996 48.96897326980001 -0.27494999999999997 0.10787500000000003 0.098085000000000019 0.094780000000000017 87.380266155850009 0.084365000000000009 87.028078140750011 -0.23265499999999997 -0.58319500000000002 -0.16533 42.686561923500008 39.262923716450011 -0.18437499999999998 0.080545000000000019 62.025417527550012 -0.25420999999999999 -0.10696499999999999 61.86411003975001 -0.245505 -0.237895 48.914776625700007 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -3 7 -2 9 10 11 12 14 -14 -6 -8 -13 18 19 24 21 23 25 -20 -10 -21 -25 -28 29 -29
right_child=1 4 3 -5 8 -7 15 -9 17 -11 -12 16 13 -15 -16 -17 -18 -19 20 22 -22 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=-0.005553990963659724 0.045842447552693844 0.0026588569701448909 -0.10083936658585227 -0.026896864484447853 -0.10011225520190037 0.086777949514426078 0.099880109741117551 -0.10012278125733226 0.027089444757433419 0.084544690114038243 -0.096421798832146702 0.072291378433820511 0.030466262630478469 -0.10025619499722793 0.10012062237771345 0.028498707201553244 0.011061816186338742 3.5495017543175989e-05 -0.078486761648459497 0.079184491851141431 0.0819495287103051 -0.10068434333537696 0.07264746445255732 0.0496469120975239 -0.090057463744487087 -0.10019129844108852 -0.076465733343898001 -0.015605137873078941 -0.042604010737450272 0.063368573589019095
leaf_weight=0.56287903097925962 0.0073038588577543639 0.049579971913677912 0.017162944056678953 0.01620519596791592 0.0032346206417065426 0.018103290018857798 0.0091892016234851326 0.0047829335071583046 0.011438520707964805 0.012240598709347239 0.023113184649408147 0.01113561623105852 0.0088928917481398972 0.020381595731756796 0.0066245980560779572 0.0099007822544430746 0.01326643910653047 49.174582050136152 0.013262897152626518 0.0036394838018622977 0.01354116624895596 0.02112776032675967 0.065200348617281634 0.023197363293888884 0.014403025518852419 0.0069503177454350862 0.0082853648557184023 0.020035023104270522 0.020216143926745644 0.02527710991762433
leaf_count=72 53 39 10 36 97 45 4 8 56 17 32 6 76 69 2 86 37 3409 22 7 10 22 47 15 71 96 97 37 34 21
internal_value=-4.6783e-06 5.8231e-05 -0.0172073 -0.0649293 8.07044e-05 0.0251583 0.0338689 -0.0119183 4.64288e-05 -0.016938 -0.0312741 -0.00757454 -0.0366184 -0.0605458 0.0344281 0.062859 0.0390033 8.04139e-05 0.00903863 0.0328759 -0.0076757 -0.0169117 0.0571112 -0.000861442 -0.0382035 -0.0385438 0.00975113 -0.00278689 0.00652903 0.0284499
internal_weight=50.2152 49.6523 0.0645449 0.0333681 49.5877 0.0676833 0.0311768 0.0120868 49.52 0.0988895 0.0866489 0.0635358 0.0391337 0.0292745 0.00985922 0.01909 0.0244021 49.4212 0.246575 0.101632 0.144943 0.131402 0.0757902 0.110274 0.0258415 0.0105898 0.097011 0.0738136 0.0655283 0.0453121
internal_count=4633 4561 197 46 4364 84 151 61 4280 336 319 287 244 145 99 90 43 3944 535 277 258 248 150 226 127 103 204 189 92 58
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=31
num_cat=0
split_feature=1 0 4 4 2 0 0 0 4 0 2 3 1 3 0 1 0 3 3 3 3 3 0 1 2 3 1 3 2 2
split_gain=0.00144781 0.0136265 0.00762844 0.0232812 0.00949434 0.00875682 0.0071436 0.0068442 0.00665776 0.00742102 0.00927612 0.00409461 0.00324126 0.00632085 0.00847287 0.00209 0.0266513 0.0162891 0.0245869 0.0180543 0.00602233 0.00709373 0.00445512 0.0154766 0.0991235 0.00393997 0.00340664 0.00321634 0.00273352 0.0135938
threshold=81.339300736700025 100.69082235970002 39.198779702000003 44.749265482150008 0.25783500000000009 100.92471821705001 104.61328277200001 107.63242125250001 46.095286511800005 110.98492854115001 -0.088274999999999992 -0.20885999999999996 82.299080289250014 0.074735000000000024 104.22883325935001 77.621163142300006 100.53758024625002 0.087475000000000011 0.085345000000000018 -0.083149999999999988 0.10020000000000003 0.088075000000000028 97.886760529650019 72.62331947780001 -0.087660000000000002 0.18642000000000006 75.424692849750016 0.084065000000000015 -0.070854999999999987 -0.053874999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 -3 5 8 -4 -7 -8 -5 12 -11 -9 -10 -14 -15 22 17 18 19 -17 21 27 26 -24 -25 -26 28 -18 -1 -30
right_child=1 2 3 4 -6 6 7 11 9 10 -12 -13 13 14 -16 16 20 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.0007419402582249106 -0.10072650392021264 0.0034020197039895499 0.08648073743308661 0.078230267439620402 -0.10026605389934362 -0.092673514625516998 0.0058973996653365786 -0.0093109885182144671 0.091876746924520469 -0.10031491513440836 0.026886772243676884 -0.10018165171106763 0.087600299310696128 0.07337970327146906 -0.10012987712998243 -0.033019183169672991 0.001710249401708492 0.05841975143202404 -0.10105979049457908 0.093545230288015743 -0.0089790288953816733 0.011474398902921217 0.0030422447827772319 0.00093874124563491322 -0.10090223088185953 -0.060508279630903009 0.0053511359556184714 -0.0072809627184483921 0.0091078809256830151 -4.5242486526566916e-05
leaf_weight=25.002949940650232 0.014412699555288344 0.52951935369413317 0.0041310531341878223 0.019895575819873557 0.0061678118124532935 0.041105129398374629 0.02141327987513364 0.0071446366955286713 0.0094540188547398429 0.010701037112973209 0.012348671210844488 0.01620691933554308 0.008239871880505234 0.0048620157031109557 0.0066826375815480787 0.020604059097308891 1.5917266896155777 0.13152327129553321 0.018295609976121341 0.024881599332858939 0.57799964765626999 0.63993980350305424 1.0417261981680628 0.64801142847757365 0.10867604359532379 0.03104471644746809 1.1929966816876447 0.53044081833018442 1.8042147646069704 16.116365170057122
leaf_count=1826 20 378 3 12 11 121 57 33 7 62 58 308 13 20 68 18 118 35 6 59 28 93 61 86 91 14 106 23 115 783
internal_value=-4.5155e-06 -0.00448088 -0.00249319 -0.0210354 0.0188205 -0.0557324 -0.0625741 -0.0349354 0.028996 0.0102624 -0.0321678 -0.0723789 0.0437115 0.0206958 -0.0270565 5.99218e-05 0.00240284 0.0383085 -0.00316276 0.0362142 0.000303337 0.00224577 -0.000120359 -0.0049559 -0.0155329 -0.0919271 8.01654e-05 -0.000537125 -6.63335e-05 0.000876279
internal_weight=50.1937 0.712285 0.697872 0.168353 0.0783516 0.090001 0.08587 0.0447648 0.0721838 0.0522883 0.0230497 0.0233516 0.0292385 0.0197845 0.0115447 49.4814 3.53541 0.195305 0.0637813 0.0454857 3.34011 2.76211 45.946 1.82946 0.787732 0.139721 44.1165 2.12217 42.9235 17.9206
internal_count=4633 1171 1151 773 251 522 519 398 240 228 120 341 108 101 88 3462 380 118 83 77 262 234 3082 252 191 105 2830 141 2724 898
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=31
num_cat=0
split_feature=2 2 4 1 1 3 0 4 1 1 0 0 3 0 3 1 0 3 0 3 3 3 2 3 4 2 2 4 2 2
split_gain=0.00134518 0.00287142 0.00516456 0.00808937 0.0154636 0.00735271 0.00437336 0.00354544 0.00175728 0.00152487 0.0243646 0.0339757 0.0101855 0.00901879 0.0340084 0.00797084 0.0262513 0.0145505 0.00598154 0.0139563 0.0204597 0.0712329 0.0635226 0.0397105 0.0272281 0.0295097 0.0256256 0.0241502 0.0239375 0.021444
threshold=-0.63026499999999996 -0.58319500000000002 39.852039223600009 75.629015667650023 78.27445846800002 0.10052500000000002 98.031937268650012 41.559097512700014 78.381996793250025 63.910026677050006 87.525442894850016 86.162394622750014 0.080545000000000019 89.474575039450016 0.087795000000000026 62.678712853250012 89.057864029250013 0.089965000000000031 96.631250582750013 0.084565000000000015 0.10307000000000002 0.10787500000000003 0.15915000000000004 0.09721500000000001 41.489621506400006 -0.11334499999999999 -0.090369999999999992 44.279556297950009 -0.059424999999999999 -0.10040499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 -6 -8 15 11 12 -11 14 -12 -3 -17 -18 19 -15 23 -22 26 24 29 -26 -23 -27 -25 -21
right_child=1 9 3 4 7 -7 8 -9 -10 10 13 -13 -14 18 -16 16 17 -19 -20 20 21 22 -24 28 25 27 -28 -29 -30 -31
leaf_value=-0.0048593986244578648 0.065989446474379085 0.00019021833919884282 0.051171974453866446 -0.10034157698208426 -0.021408752715940008 -0.10056243076097718 -0.10023193626691858 0.091995953194983604 0.0074688305422285555 0.046753248310884982 -0.043275589701743992 -0.10152980573261204 -0.10021670944010491 0.0019711780974801221 0.072031826708027755 -0.00068108971397839568 0.064147595611812672 0.012482996284022413 0.0003404619299583521 0.027830779860997159 0.071029231326339856 -0.0093327791859950764 0.058666890079270444 -0.099581185282891338 0.026110355614119174 -0.10069380177572917 -0.10242441183364535 0.035297058215930585 -0.017622460840230194 -0.0096538664506491088
leaf_weight=0.56447941416888525 0.0081620406044952132 29.282427486145455 0.053074821078553214 0.011890951896930346 0.0039656572169946011 0.0082278502568442491 0.003016883479460831 0.0090438469853104664 0.0030430875126548074 0.030075847953859092 0.041207686647740327 0.055158889987971804 0.0055922609663916481 2.0551175797892585 0.067438703383231768 0.59367539430718252 0.11585990065941587 0.10294933116529137 14.986328584820914 0.1714491847269527 0.12915259596775275 0.048183172546487185 0.060126806143671274 0.081668954888300505 0.035583085284542904 0.085178160377381462 0.076547303831148383 0.015423285843553458 0.063223241984814993 1.3893238147011291
leaf_count=72 9 1458 27 17 30 10 6 36 37 50 32 23 97 417 31 38 34 11 1718 54 20 19 12 30 25 118 30 14 20 138
internal_value=-5.293e-06 4.99586e-05 0.0169422 0.0291103 -0.0179137 -0.0253215 0.0182076 0.0574271 -0.0461487 1.56821e-05 -0.000675722 -0.0523475 0.0237104 -0.000432626 0.0282977 0.000461306 0.0102315 0.0398395 -0.000595225 -0.00392521 -0.00954607 0.0140475 -0.0257633 -0.0135685 -0.00927791 -0.0521603 -0.0664633 -0.0798449 -0.0638188 -0.00553622
internal_weight=50.1566 49.5921 0.100425 0.0779753 0.0249005 0.0224499 0.014222 0.0130095 0.00605997 49.4917 19.3968 0.090827 0.0356681 19.306 0.108646 30.0949 0.812485 0.218809 19.1973 4.21098 2.15586 0.31401 0.184857 1.84185 1.69696 0.136185 0.12473 0.100601 0.144892 1.56077
internal_count=4633 4561 172 110 83 62 52 66 43 4389 2848 170 147 2678 63 1541 83 45 2615 897 480 81 61 399 349 157 49 132 50 192
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=31
num_cat=0
split_feature=1 0 4 4 2 1 1 4 0 2 2 2 3 1 3 0 0 4 1 0 3 0 2 1 0 2 4 2 2 3
split_gain=0.00125964 0.0123712 0.00675061 0.0203947 0.00846337 0.00767051 0.0121845 0.00575422 0.0065199 0.00840681 0.00537863 0.00488359 0.00366624 0.00289965 0.00558161 0.0075545 0.00211074 0.00335853 0.00179346 0.0330587 0.0463521 0.0138022 0.0569131 0.0475652 0.00898295 0.00615154 0.00271559 0.00351645 0.0386276 0.0216066
threshold=81.339300736700025 100.69082235970002 39.198779702000003 44.749265482150008 0.25783500000000009 82.299080289250014 83.602982482550019 46.095286511800005 110.98492854115001 -0.088274999999999992 0.20852500000000004 -0.083330000000000001 -0.24665999999999999 82.299080289250014 0.074735000000000024 104.22883325935001 120.28699367255003 48.393869453650005 76.279622535200005 98.51854819030001 0.082685000000000022 101.11291028615001 -0.025719999999999996 79.328334055150009 97.789976036950009 -0.15022499999999997 42.580420142950011 0.063030000000000017 -0.078504999999999991 0.090850000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 -2 -3 5 7 -4 11 -5 13 -10 12 -7 -8 -9 -15 -16 -11 -18 -1 20 -20 22 23 25 -22 -21 27 28 -23 -30
right_child=1 2 3 4 -6 6 10 8 9 16 -12 -13 -14 14 15 -17 17 -19 19 21 24 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00011812087353167337 -0.1006575961791964 0.0030354661893354246 -0.10044645224855778 0.074975291279669273 -0.10024080075307495 0.067189892555208353 -0.0027013035077467985 0.090259083757462055 -0.10028502251099787 0.06326197475712482 0.00073666213016516837 -0.038773603944521451 -0.10014976063437844 0.085382311291567925 0.069786391772229256 -0.10011755982830338 0.053073518130648069 -0.10007794782528164 -0.089371320896358686 -0.014701605171398608 0.087538632911514924 -0.00043488719937600248 -0.08366817741499373 0.048318494737422668 0.034025496670046555 -0.10053331714348973 -0.0023746362320655814 0.0012332354352654468 0.098501425342031157 0.0049172875957546767
leaf_weight=45.71121168901864 0.013054036496794819 0.52824912836664895 0.025026450766219455 0.018736141560680153 0.0055840972377794165 0.01268201696802862 0.0045225641624995197 0.0086968734940455761 0.0096890505238889073 0.00652277871995466 0.009331854593817468 0.0066196014140587059 0.026382640461980245 0.007636823575012385 0.0046121758641675115 0.0060494632623999678 0.0030058594294075647 0.0027344986712449781 0.021556907725415519 0.011564089433083069 0.087768881776810304 0.57619045303512462 0.094508766611398065 0.11346314079128206 0.048815652946245791 0.030043215270097789 1.0252006324803771 1.5763559465277124 0.068768592676292206 0.038472821882805874
leaf_count=2949 20 378 38 12 11 67 26 7 62 6 24 15 352 13 20 68 24 28 86 27 43 80 28 15 12 44 79 37 26 36
internal_value=-6.51979e-06 -0.00422146 -0.00238657 -0.0205335 0.0180853 -0.0539932 -0.034467 0.0278476 0.00980799 -0.0306646 -0.065799 0.0308491 -0.0858895 0.0427196 0.0201251 -0.0266179 0.0243423 -0.0198823 5.31276e-05 0.00217297 0.0469047 0.000171615 -0.0224993 0.0147805 0.0684129 -0.0766778 0.00189405 0.00383064 0.00982162 0.0649281
internal_weight=50.1031 0.699136 0.686082 0.157833 0.0732678 0.0845651 0.0595387 0.0676837 0.0489475 0.0219522 0.0402371 0.0193016 0.0309052 0.0269953 0.0182985 0.0106616 0.0122631 0.00574036 49.4039 3.69271 0.158141 3.53457 0.249579 0.15507 0.136585 0.0416073 3.28499 2.25979 0.683432 0.107241
internal_count=4633 1171 1151 773 251 522 484 240 228 120 402 82 378 108 101 88 58 52 3462 513 141 372 114 86 55 71 258 179 142 62
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=31
num_cat=0
split_feature=0 3 0 4 3 2 0 2 1 2 4 4 1 0 1 3 0 1 1 2 2 2 4 1 1 2 4 1 3 2
split_gain=0.00123102 0.00601068 0.00587767 0.0293593 0.00426226 0.00917021 0.00371684 0.0058654 0.00662243 0.00298797 0.0116 0.0307428 0.020466 0.0395789 0.0175808 0.0267703 0.0190738 0.0185495 0.00781516 0.00767578 0.00933959 0.00714969 0.0318479 0.061763 0.0390228 0.00996655 0.0207084 0.00790998 0.00706504 0.0132244
threshold=85.662341410450011 0.10602000000000002 85.562868459650019 42.686561923500008 0.11071500000000002 -0.11692 85.799452775150016 -0.092084999999999986 61.950140699950005 -0.036264999999999999 43.426369480700011 43.521589032450009 62.00390986255001 87.380266155850009 71.504920895500007 0.089505000000000015 96.324766355850002 79.328334055150009 61.944763783650011 -0.047144999999999999 -0.088039999999999993 -0.017745 41.873095646600007 62.068432857650002 70.940344688150006 -0.0025899999999999999 41.489621506400006 61.982402197500001 0.082325000000000023 -0.11692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 7 -2 -9 10 -8 -12 -13 -14 15 28 -16 -18 -11 20 -19 22 23 -20 -25 26 -23 -27 29 -15
right_child=6 4 3 -5 5 -7 9 8 -10 18 11 12 13 14 16 -17 17 19 21 -21 -22 25 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00061332673274851906 0.012204826737890731 -0.067793804462929458 -0.10092424722150227 0.053195807950327315 -0.07212074056598386 0.022575291828075491 -0.00095208415138300559 -0.0024916934650535852 0.0089005500467331834 0.011837948418923334 0.078908756759981338 -0.06010757597483344 0.058729395246542117 -0.083187980493712885 0.069238951348992675 0.035588789939852733 -0.088548090811926494 0.018007184801902679 0.0017857104359326002 0.10010038987219992 -0.10013367853740879 0.0039060670944169327 -0.00090243958742300011 0.088243864866334565 0.014241620558319719 -0.012397990268644264 -0.058119270470753631 0.00032323203439331823 -0.088984178845014084 0.091071813883458363
leaf_weight=2.1924971818810235 0.6181933233419844 0.02217194393642774 0.028946290653493523 0.021571360953657859 0.016621185946860351 0.026579140716535221 29.339607940772041 1.5572936746757471 0.75894927759873088 0.64023135651586116 0.064668279127608197 0.043540191286012941 0.12241537985953954 0.01172205883399613 0.042053370810112511 0.032718637973175646 0.023564462859127389 0.046721754990915798 0.56353394920006339 0.0091420758981257677 0.0078101432834500875 0.13038764498371591 2.6995945128230687 0.17567761905957013 0.119883746650709 0.51369470206555057 0.091673787549780172 10.079735797882991 0.059497328484496848 0.0069292809112084788
leaf_count=822 34 11 19 35 17 34 1786 17 48 21 11 15 18 75 110 33 56 279 17 4 23 36 114 23 27 7 25 806 104 6
internal_value=-6.07608e-06 -0.0022615 -0.00139036 -0.035114 -0.0321516 -0.0138587 0.000102937 0.00355084 0.00124113 -0.000122778 -0.000702206 0.0148704 0.00467318 0.0124525 -0.0111361 -0.0403543 0.0139184 -0.0127489 0.00102765 0.0153029 0.00108687 0.000546153 0.00443419 0.0212038 0.0582275 -0.000733152 -0.0216999 -0.000293643 -0.0721496 -0.0184476
internal_weight=50.0676 2.30839 2.24301 0.0505177 0.0653723 0.0432003 47.7592 2.93444 2.31624 44.8248 29.8104 0.470783 0.406115 0.362574 0.240159 0.110867 0.129292 0.0872384 15.0144 0.063674 0.0545319 14.3742 3.55869 0.859095 0.295561 10.8155 0.222061 10.5934 0.0781487 0.0186513
internal_count=4633 938 876 54 62 51 3695 99 65 3596 2520 734 723 708 690 218 472 362 1076 306 302 1055 181 67 50 874 61 813 185 81
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=31
num_cat=0
split_feature=2 2 4 1 1 3 3 4 1 0 0 3 0 3 1 0 3 3 1 0 3 3 2 1 0 0 2 2 2 3
split_gain=0.00162429 0.00226139 0.00445993 0.00708026 0.0137016 0.00651299 0.00401118 0.00336502 0.00136937 0.0221861 0.0301285 0.00865412 0.00761012 0.0288296 0.00640231 0.0213539 0.0177872 0.00532697 0.0274807 0.0324752 0.00959446 0.0142222 0.0367216 0.0314993 0.00872102 0.0166535 0.00788645 0.0114755 0.00826688 0.00748119
threshold=-0.63026499999999996 -0.58319500000000002 39.852039223600009 75.629015667650023 78.27445846800002 0.10052500000000002 0.093635000000000024 41.559097512700014 63.910026677050006 87.525442894850016 86.162394622750014 0.080545000000000019 89.474575039450016 0.087795000000000026 62.678712853250012 89.057864029250013 0.090465000000000031 0.092015000000000027 62.186725015400008 88.350799540950007 0.10307000000000002 0.097645000000000023 -0.124155 61.998532946250002 87.261973998100004 86.866770652900016 -0.085550000000000001 -0.0057149999999999996 -0.082654999999999992 0.088145000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 -6 14 10 11 -10 13 -11 17 -16 -17 18 24 -20 21 26 -23 -24 25 29 -19 28 -28 -3
right_child=1 8 3 4 7 -7 -8 -9 9 12 -12 -13 -14 -15 15 16 -18 20 19 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.005352172279380331 -0.03029886837424843 0.0010059791028901438 0.047403060922737397 -0.100316608033449 -0.022622945121125376 -0.10050861142697361 0.079927407536202963 0.090800843402559714 0.041080090211003957 -0.039539176427598063 -0.10138274977276979 -0.10019823501042704 -0.00055341839614396731 0.068227337080307746 -0.00049144428186525949 0.062548727761485096 0.004359701030445232 -0.0029404147265039808 0.0025818209872066566 -0.066286953101938481 -0.00024418063389240301 -0.00016130429332596939 0.070694666224746225 0.012427974729897239 0.0077740731107881992 -0.016689553641952147 0.020706649761966234 -0.0016110370755468843 0.0049590868234293739 -0.004586045730163411
leaf_weight=0.56162856009720385 0.0078676563505187813 9.1161252794835814 0.051671586987140472 0.010937309780274518 0.0038511526972584429 0.0074356641998747355 0.0056883864737926624 0.0081531748858623132 0.029334467803798669 0.040514280794364477 0.049969939326814483 0.0050878416248210092 19.1190081924365 0.064098460461536888 0.59407243072814608 0.11713734279328492 0.095247601508162916 1.5661514340554279 0.13430827352021957 0.13968109129928052 9.9318682868041588 0.54303309308670578 0.17987145263214177 0.19162586642778479 1.1551605218637639 0.66647720790933895 0.626923606847413 1.0554732074318725 0.71191688021309585 3.2436398994502165
leaf_count=72 38 863 27 17 30 10 14 36 50 32 23 97 2615 31 38 35 10 34 29 13 190 21 29 31 32 38 8 26 33 111
internal_value=-4.61098e-06 5.60966e-05 0.0154209 0.0268771 -0.0193536 -0.0252991 0.0159543 0.0544129 2.63466e-05 -0.00063084 -0.0517917 0.0201982 -0.000406242 0.0264917 0.000448346 0.00923804 0.0364529 0.000206105 -0.00115943 -0.0325278 0.00153923 0.00517258 0.0164127 0.0406395 -0.000553383 -0.00129186 0.00257707 0.00618613 0.012333 -0.000461566
internal_weight=50.034 49.4723 0.0956049 0.0746132 0.0229416 0.0209917 0.013556 0.0120043 49.3767 19.308 0.0843922 0.0344223 19.2236 0.104613 30.0687 0.806457 0.212385 29.2623 14.4554 0.273989 14.8069 4.875 0.91453 0.371497 14.1814 13.0262 3.96047 2.39431 1.33884 12.3598
internal_count=4633 4561 172 110 83 62 52 66 4389 2848 170 147 2678 63 1541 83 45 1458 1086 42 372 182 81 60 1044 1012 101 67 41 974
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=31
num_cat=0
split_feature=2 4 4 3 3 4 2 2 0 4 2 4 4 1 2 3 3 3 1 2 3 3 3 2 3 1 3 1 2 0
split_gain=0.00140265 0.0122526 0.0158222 0.0153178 0.0106892 0.00927821 0.00952421 0.00534604 0.00714736 0.00379796 0.00199656 0.00922507 0.013515 0.011709 0.0102388 0.0156951 0.0088905 0.00792101 0.00627147 0.00479442 0.00480722 0.00501858 0.01184 0.00406919 0.00339827 0.00673212 0.00335879 0.00164686 0.00139661 0.0194918
threshold=-0.27494999999999997 41.184662530950007 42.527280425250005 0.091705000000000023 0.094385000000000011 39.955516828000007 -0.50748499999999985 -0.60723499999999997 90.321439350550008 35.476804824450006 -0.16533 42.686561923500008 39.788107623550012 62.084563606450011 -0.18437499999999998 0.080545000000000019 0.67135500000000015 -0.10696499999999999 61.885617704800005 -0.23890999999999998 -0.25098999999999999 -0.15544999999999998 1.0000000180025095e-35 -0.26416999999999996 -0.11223 68.20618276945001 -0.38221499999999997 74.257902021100008 -0.092084999999999986 85.866664228400012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 -1 6 9 -3 -9 -6 11 12 16 18 15 19 17 24 -14 27 26 -22 -23 -19 25 -2 -21 -13 29 -12
right_child=10 2 3 -5 5 -7 -8 8 -10 -11 28 14 13 -15 -16 -17 -18 23 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0039909475062350789 -0.10006508066057077 -0.10169450738200479 -0.10030452174479763 0.040895202522345311 -0.0072116869323465733 0.066419820945155611 0.063993814713286162 -0.10080099106385423 0.0075187013689296412 -0.10020054914079568 0.029729208046567396 -0.10021554764787975 0.068526530920064874 0.088158978857707182 0.080596989922710638 -0.10058870335076478 0.10023183553417965 6.6431070495473542e-05 -0.10018048001931673 0.0052327500310701399 0.041362260025571335 -0.10012345693235002 0.02734579192239487 -0.090275663537991185 0.098163257157919223 0.048375214369075201 -0.056046595703209481 -0.011154239216992769 -0.00028918214256783555 0.00038733073889763272
leaf_weight=0.54319262058481577 0.0045159349335424084 0.029714508738834411 0.010013686628806084 0.033009241651204668 0.0089210489831472728 0.04309920568910286 0.011521390436340262 0.010653096600435674 0.014226535358869086 0.0086521214807646629 0.23085208314099404 0.0061939535406370372 0.0035830010490371933 0.044336685078093296 0.012374956840631057 0.018329408867302277 0.0067837936803698531 0.0072408802165426769 0.0057228531932196347 0.017505149701037226 0.042491992514044341 0.01026309411844295 0.025128053799562622 0.016008205434247941 0.0047654564034473887 0.0094458597938356093 0.01828993800138079 0.0031231238911715309 37.066298669948281 11.73946246208215
leaf_count=189 101 12 106 38 18 24 21 13 38 35 158 106 8 41 10 22 1 9 92 20 35 48 26 68 5 11 23 16 2367 972
internal_value=-3.60816e-06 -0.00440724 -0.0373211 0.00803064 0.000813802 0.0369652 -0.00666741 -0.0730606 -0.0388622 -0.0529946 6.00889e-05 0.00886659 0.0321185 0.0667547 -0.00662505 -0.0142626 -0.00598578 -0.0231516 -0.0352238 -0.00139778 0.00425452 0.0181957 -0.00961907 -0.0621388 0.0252493 0.000362281 -0.0260787 -0.0703618 1.40954e-05 0.0009532
internal_weight=50.0057 0.713003 0.0976171 0.0430229 0.615386 0.0721938 0.0290946 0.0545941 0.0248796 0.0175732 49.2927 0.256102 0.102403 0.0536425 0.1537 0.141325 0.0487601 0.0419763 0.00930585 0.122995 0.113678 0.0778831 0.0353911 0.0232491 0.0187273 0.0139618 0.0357951 0.00931708 49.0366 11.9703
internal_count=4633 494 207 144 287 98 74 63 51 53 4139 642 336 141 306 296 195 194 100 274 152 109 74 77 117 112 43 122 3497 1130
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=31
num_cat=0
split_feature=0 3 3 2 0 3 4 2 4 4 1 0 3 1 0 4 2 2 1 1 3 3 2 4 2 2 4 0 4 4
split_gain=0.00127485 0.005459 0.00358756 0.00784859 0.00325765 0.00493786 0.00706167 0.00290617 0.00936255 0.02589 0.0190603 0.0255795 0.0294668 0.0349686 0.0192709 0.015073 0.0140459 0.0146134 0.0130727 0.012544 0.0075371 0.00699524 0.0412297 0.0655786 0.0100475 0.0517062 0.0088389 0.0138737 0.0124809 0.0298819
threshold=85.662341410450011 0.10385500000000002 0.11071500000000002 -0.11692 85.799452775150016 0.097645000000000023 41.909642283050012 -0.036264999999999999 43.426369480700011 43.521589032450009 61.928633034850002 86.264556031700025 0.090850000000000028 71.504920895500007 96.324766355850002 44.908704241950012 -0.09715 -0.18437499999999998 65.765062787050013 67.923894665750012 0.089505000000000015 0.099855000000000027 -0.059424999999999999 40.250747516500006 -0.07490999999999999 -0.086139999999999994 41.11191809080001 86.103248543850015 36.558960102350007 40.722669576350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -2 8 21 -10 -11 -12 13 16 -15 -16 17 -13 -14 -19 -21 -6 24 -24 25 26 28 -28 -23 -30
right_child=4 2 3 -5 7 -7 -8 -9 9 10 11 12 18 14 15 -17 -18 19 -20 20 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0014754711531694835 0.0044047433022948489 -0.06320804915968524 -0.069474308691466258 0.019743257750900297 -0.00018253914308281243 0.008155967318866789 -0.0092746578166231584 0.0010309628930561961 0.075098038398143718 -0.10110927934366748 0.052714219150810086 -0.090586312594462481 0.10030326012820656 0.072168492701182821 -0.088439018592245372 0.011953121411964163 -0.10148085804078144 0.082046656811161189 0.0020046496091778751 -0.10030331625285416 0.10008126391792918 0.0060458137733334291 0.0046617716852414221 -0.088736001181848712 0.0059350271835349085 -0.028581225425160884 -0.0011613874611268243 0.017501014579559243 -0.053647687223117795 -0.0030635289247185563
leaf_weight=2.2341246638791001 1.1307639413589634 0.022494293936688226 0.015781966481881682 0.026279000101908423 24.182248795610825 1.2323198141966711 0.56640354705086782 14.996410966892094 0.059539761348559206 0.016441382825036044 0.0979585837922059 0.020129845826090786 0.031582220457494259 0.038112247023367019 0.020417019659248581 0.055909117388527108 0.053937149619741831 0.015112651017261669 0.023668083518657568 0.0088105282002288732 0.0023852100130170592 0.55238617107930721 0.15671404037129999 0.14449259177126805 1.1975511496393663 0.72213348697104063 1.0349759275850372 0.64758665225413903 0.14969100406512581 0.53121750487480313
leaf_count=874 24 13 17 34 1450 32 43 1076 11 7 17 62 4 104 91 253 20 8 50 106 1 45 21 21 56 47 11 42 84 9
internal_value=-3.64162e-06 -0.00230385 -0.0309724 -0.0137326 0.000107232 0.00333788 -0.000160546 -0.000104213 -0.000676183 0.0137363 0.0042336 0.00893978 -0.00693824 -0.0236904 0.0140961 -0.0149015 -0.0667708 -0.0264557 0.0581942 0.0226138 -0.0576121 -0.000894445 -0.00424588 -0.0401423 -0.00200989 -0.00462519 0.0013077 0.00602142 -0.00512315 -0.014184
internal_weight=49.9876 2.29868 0.0645553 0.042061 47.6889 2.92949 1.69717 44.7594 29.763 0.444004 0.384464 0.368023 0.270064 0.214814 0.114438 0.0763261 0.100375 0.0464382 0.0552503 0.0263084 0.0111957 29.319 5.13675 0.301207 4.83554 3.63799 2.91586 1.68256 1.23329 0.680909
internal_count=4633 938 64 51 3695 99 67 3596 2520 734 723 716 699 645 448 344 197 177 54 115 107 1786 336 42 294 238 191 53 138 93
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=31
num_cat=0
split_feature=0 4 0 2 2 3 3 1 2 0 0 1 0 1 1 1 4 1 1 0 0 2 0 0 3 2 0 2 0 2
split_gain=0.00128858 0.0122828 0.00676392 0.00460391 0.0156279 0.0117863 0.0122732 0.00777932 0.00557268 0.00991544 0.00512098 0.0020224 0.00592878 0.00456302 0.00185838 0.00223367 0.00173976 0.0152545 0.00490124 0.0150904 0.0152283 0.00976855 0.00824409 0.00755139 0.00337197 0.00197614 0.00687434 0.0672079 0.0164956 0.0126473
threshold=102.75018128760001 40.00488309970001 102.32271644485002 -0.078504999999999991 -0.0025899999999999999 0.086375000000000021 0.085715000000000027 82.299080289250014 -0.043559999999999995 103.75566462840003 119.44012936145002 87.313054702550019 110.27248713660002 89.541786492700012 88.264768880750012 88.512107028750009 44.578137159850009 75.180043159850015 70.311245485600026 95.44832900530001 95.988709089550014 -0.25572 85.769879735700016 91.625341543800019 -0.225495 -0.092084999999999986 85.769879735700016 -0.096559999999999993 85.307464937250003 -0.10771499999999999
decision_type=2 2 2 2 2 2 2 2 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 14 16 5 8 6 7 -3 -5 -10 11 -9 -13 -14 -2 -16 25 18 22 -20 -21 -22 -18 -24 -19 26 27 28 29 -1
right_child=1 3 -4 4 -6 -7 -8 10 9 -11 -12 12 13 -15 15 -17 17 24 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.015894599767598109 -0.10008478827017125 -0.08182573176272584 0.010770083264584078 0.089177071947665554 -0.0035239727641804223 -0.10017713341713941 0.094556742478202171 0.047654500656094272 -0.10043884125163932 0.07069970378458558 -0.10025927703628952 -0.10004721060343974 -0.035053628796038731 0.06561139223096818 0.099887853934255116 -0.1000282992566832 -0.0011700658892878492 -0.014515241328552151 -0.10013080986349727 0.094684025214243184 0.069108077260716924 -0.10012636567679574 -0.0053013189645221602 -0.082862325042398779 -0.1006465756425959 -0.0003854604329707651 0.00078843431412819933 0.088905860021246466 -0.10044852455415024 -0.075893002051291694
leaf_weight=0.054603665390391021 0.015080816862148072 0.016416495310629275 0.58220441100638609 0.025591441251297198 0.53796037939335417 0.016386651948487874 0.010352409199089863 0.01139833774346144 0.0051272043492645034 0.0099657339613941076 0.0044994124772550484 0.005018695256676863 0.0078658433626515034 0.010532319411900914 0.0010922192970816971 0.0011445458513629769 0.58003368966129087 0.0059087190903710498 0.0077548620310565744 0.027840026256683359 0.0056797456125110566 0.008537907903914288 0.025553729539531389 0.024672855576270081 0.019697865743765419 35.263512592052564 12.517664278445602 0.080154641281154515 0.02699603052408861 0.020703585134469904
leaf_count=344 228 71 32 21 157 114 13 48 2 68 50 100 11 80 6 225 203 14 109 12 6 52 28 60 87 1673 731 22 49 17
internal_value=-4.2248e-06 -0.00433266 5.53988e-05 -0.00215495 0.000995457 -0.0242595 -0.00543434 -0.0240083 0.0607549 0.0125624 0.000134341 0.0131089 -0.00370642 0.0225737 -0.0874688 -0.00240863 -7.27751e-05 -0.00500189 -0.00214895 0.0280482 0.0516827 -0.0325197 -0.00453558 -0.0434017 -0.0807718 -2.53957e-07 0.00106932 0.0203398 -0.0333818 -0.00933979
internal_weight=49.93 0.678433 49.2515 0.661115 0.578645 0.0824702 0.0660835 0.0557311 0.0406844 0.0150929 0.0393146 0.0348152 0.0234169 0.0183982 0.0173176 0.00223677 48.6693 0.705679 0.680073 0.0498125 0.0420577 0.0142177 0.63026 0.0502266 0.0256066 47.9636 12.7001 0.182458 0.102303 0.0753073
internal_count=4633 1194 3439 735 248 487 373 360 91 70 289 239 191 91 459 231 3407 571 470 179 70 58 291 88 101 2836 1163 432 410 361
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=31
num_cat=0
split_feature=2 4 4 3 3 1 2 2 3 2 2 4 4 2 3 3 2 3 3 3 4 4 0 2 2 1 4 1 0 4
split_gain=0.00120051 0.0104875 0.0148019 0.0132887 0.010188 0.0081447 0.00626996 0.00906294 0.00422463 0.00263564 0.00192292 0.00813145 0.0122375 0.007859 0.0137528 0.00754383 0.00407201 0.0040379 0.0048121 0.0075941 0.00379357 0.0063562 0.00629622 0.0038461 0.00314062 0.00189753 0.00188158 0.00138745 0.0138813 0.00674468
threshold=-0.27494999999999997 41.184662530950007 42.580420142950011 0.091705000000000023 0.094385000000000011 71.658163008950012 -0.60723499999999997 -0.58319500000000002 0.11360500000000003 -0.58319500000000002 -0.16533 42.686561923500008 40.722669576350008 -0.18437499999999998 0.080545000000000019 0.67135500000000015 -0.237895 -0.25098999999999999 -0.15544999999999998 0.072890000000000024 35.374259656300005 35.771221912400001 86.264556031700025 -0.25224999999999992 -0.21563499999999999 62.186725015400008 44.202975721700007 81.339300736700025 101.19356403005001 38.983591653800012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 -1 -6 -3 -8 9 -7 11 12 15 14 16 20 26 -18 -19 -20 24 -22 -23 -24 -2 -14 -13 -12 -29 -30
right_child=10 2 3 -5 5 8 7 -9 -10 -11 27 13 25 -15 -16 -17 17 18 19 -21 21 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0040258747115993849 -0.10021235381725065 -0.10145725212596896 -0.10023524220976694 0.043715643021828419 0.055099897827882653 -0.10014580678596462 0.042345932046583587 -0.08182174319266651 0.051650720452187396 0.00016472932111803826 7.2814685016540424e-05 -0.016485256300455994 0.044111597539256683 0.077167434906994847 -0.10047643123291342 0.10022111208844318 -0.023241360570355002 0.042419286529171166 -0.082518281230283569 0.021001008104656813 0.093667420522631994 -0.10021988316371894 -0.035811162295304393 0.045462116014873148 0.053090836186467275 0.087551254288540256 -0.10016883599992171 -0.10049161684041007 0.0026561123979946979 -0.02342173539904599
leaf_weight=0.54250100183656158 0.0074892530028494719 0.02869854808159289 0.008205812601875806 0.029350235291508042 0.053889260459982324 0.0066736988202933381 0.0097341512068354064 0.014839870302765235 0.0048040708105645527 0.0043116007050709735 48.305434918416374 0.0052276637616972543 0.016087006669295079 0.010549995174415017 0.015681781455880284 0.006471306085586547 0.034391768034140568 0.038858283718582243 0.0099640267043810127 0.024538838581065647 0.0059662870833960815 0.007297843404693082 0.011261294691948365 0.012056686037567488 0.001626558956261015 0.026821792063458361 0.0055281274395966307 0.014744878016715202 0.51647706109353686 0.12275009834718986
leaf_count=189 91 14 106 35 32 20 27 25 13 33 2564 40 28 10 22 1 37 23 48 25 5 117 19 23 18 34 101 30 242 661
internal_value=-4.00144e-06 -0.0041072 -0.0358163 0.0122631 0.00059746 0.0365936 -0.0697113 -0.032637 -0.0265684 -0.0607751 5.46292e-05 0.00898722 0.0317067 -0.00593686 -0.0124705 -0.000829966 -0.000825005 0.00503147 0.0182858 -0.00889416 -0.0151399 -0.000757198 -0.0191583 0.00621162 -0.0728581 0.0712652 -0.0594959 1.08745e-05 -0.00456432 -0.00235159
internal_weight=49.9022 0.703008 0.0908286 0.037556 0.61218 0.0696786 0.0532726 0.024574 0.0157894 0.0109853 49.1992 0.239819 0.095078 0.14474 0.13419 0.0521692 0.118509 0.107753 0.0733611 0.0345029 0.0456979 0.0365821 0.0306158 0.023318 0.00911581 0.0429088 0.0107558 48.9594 0.653972 0.639227
internal_count=4633 494 207 141 287 98 66 52 66 53 4139 642 336 306 296 274 274 133 96 73 273 164 159 42 109 62 141 3497 933 903
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=31
num_cat=0
split_feature=3 3 3 4 2 2 4 2 3 2 0 2 4 3 4 2 2 2 0 3 2 3 3 0 0 0 4 2 0 2
split_gain=0.00117304 0.00723724 0.0299597 0.0316909 0.0253823 0.0274575 0.0241464 0.0180455 0.0169211 0.0131057 0.017028 0.0121433 0.0093715 0.00583261 0.055626 0.02569 0.00913922 0.017807 0.00856677 0.00570791 0.00557886 0.00428919 0.00331676 0.0205008 0.0175059 0.0149111 0.00278293 0.00249323 0.00628248 0.0206616
threshold=-1.0000000180025095e-35 -0.098985000000000004 -0.23921499999999998 41.489621506400006 -0.038374999999999999 -0.0098449999999999979 38.751720283100006 -0.033594999999999993 -0.067414999999999989 -0.087660000000000002 106.56510337475001 0.047710000000000009 48.914776625700007 0.079025000000000026 41.808689985400001 -0.033594999999999993 -0.047144999999999999 -0.066979999999999998 88.122280599850015 -0.225495 -0.21563499999999999 -0.15544999999999998 0.079470000000000027 87.345316200150009 86.624809421150005 86.681267041950008 40.621691032550004 -0.036264999999999999 85.823648898300021 0.19977000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 -6 7 -4 -7 12 -11 -8 19 14 15 16 17 18 -2 -5 21 -21 23 24 -15 -26 -17 -24 29 -29
right_child=13 4 3 9 5 8 11 -9 -10 10 -12 -13 -14 22 -16 26 -18 -19 -20 20 -22 -23 27 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0012418855335994761 0.034997462847444524 -0.0030829765298707079 -0.078031172010397581 0.091557097743258292 -0.10455610412451953 0.023241699732078493 0.090165603814603937 0.061328665576994602 -0.061213776516471266 -0.091015720482329129 0.036028041693044376 0.012607875514744214 -0.060225212192807014 -0.10272152472673504 0.00024554432691571406 -0.0010821675516702589 0.099864317007799172 0.09049190875989481 -0.10022378829603813 0.016231283850737018 0.061064123463106426 -0.10017729037736306 -0.00050302679687571077 -0.0015090676362274095 -0.1005056818572031 0.10000585612878383 -0.072510864308739528 -0.04910009415959514 0.0016197084267592242 -0.00066579277044636991
leaf_weight=4.330672784981668 0.0095157035393640399 1.6044110944684513 0.020103159707759222 0.015612518441344037 0.052373778240088598 0.053038020263195929 0.11683596354578185 0.017277090411368712 0.042921135496309382 0.032615700463271002 0.015594322972901864 0.024404479437293958 0.010954671029224983 0.038283084737453232 1.5855944040858849 0.010620428220200262 0.082462838239734992 0.03296286694239825 0.0092294322343940971 0.0078165323018311028 0.013246275056189916 0.0053191868668829309 27.373883685130949 0.51816865971892767 0.0060319895856082431 0.0096294982358813286 0.011213764754273825 0.10483584738098173 13.175258905379208 0.55093461931873833
leaf_count=537 7 196 70 9 15 32 94 22 23 62 21 28 28 11 294 16 10 5 78 21 13 40 1919 122 2 56 26 102 746 28
internal_value=-4.15279e-06 -0.00127235 0.000807046 0.0325222 -0.00674202 -0.0463192 0.0578499 -0.0136193 -0.014534 -0.0121999 -0.0499213 0.0767647 0.0221452 0.00018128 0.00585135 0.0628273 0.0791974 0.0462383 -0.0315806 0.0436324 0.0152711 -0.0309073 -5.50941e-05 -0.00761683 -0.0662854 0.0227793 -0.037767 4.98975e-05 0.00114423 -0.00840882
internal_weight=49.8818 6.3632 4.61045 0.27978 1.75274 0.148333 0.178621 0.0373803 0.0959592 0.101159 0.04821 0.14124 0.0529492 43.5186 1.7416 0.156005 0.134171 0.051708 0.0187451 0.0419945 0.026382 0.0131357 41.777 0.572113 0.0539446 0.0156615 0.0218342 41.2049 13.831 0.65577
internal_count=4633 1211 945 408 266 70 214 92 55 194 83 122 111 3422 436 142 100 90 85 83 74 61 2986 191 69 58 42 2795 876 130
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=31
num_cat=0
split_feature=4 0 3 3 0 1 4 3 1 0 3 4 0 0 4 1 4 4 0 4 3 0 4 4 2 0 3 2 2 4
split_gain=0.00107429 0.00500995 0.0202822 0.0275541 0.00672841 0.0212729 0.0222403 0.00668078 0.0315373 0.0199639 0.00812228 0.00552478 0.0258926 0.0044739 0.0127201 0.00594918 0.0121556 0.0161712 0.00947163 0.00594463 0.0206635 0.00417962 0.00396517 0.00394849 0.00379236 0.00842369 0.018149 0.00374618 0.00354796 0.00541819
threshold=38.474425342400004 93.843319501450011 0.10336500000000003 0.11636500000000001 96.631250582750013 70.128430332750014 36.377496227400009 0.10249000000000003 64.369753017350021 83.479313408550013 0.099855000000000027 36.165040341950011 90.60910437050002 85.121961326250016 38.983591653800012 58.309968391300011 42.123054668150012 39.065416244600009 76.535026057600007 38.804629908750009 0.093325000000000033 73.921844754800006 37.892416320650007 42.580420142950011 0.23643500000000003 101.11291028615001 -0.078164999999999998 -0.23381499999999997 -0.55354000000000003 50.189067467950004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 -3 -7 8 9 10 -1 -10 -13 14 -2 18 17 -17 21 20 -15 27 -8 -18 -21 26 -26 -16 -25 -30
right_child=13 4 3 -5 -6 6 22 -9 11 -11 -12 12 -14 19 15 16 23 -19 -20 24 -22 -23 -24 28 25 -27 -28 -29 29 -31
leaf_value=-0.07929103059004157 -0.10063301920967027 -0.00056382616299273977 0.068258972655779071 -0.010571960024950753 0.00094553810038678482 -0.10093141180909362 0.0022516018841448552 -0.002165140087896231 0.0060202425344829903 0.073243440415263816 0.08309385769779852 0.029700509557100813 -0.047886671199334693 -0.045527656267374858 -0.052485194010311632 0.10004403402505194 0.097815080928964099 -0.10030085087178971 0.059321195933093054 6.9249312892139255e-05 0.02475923063731085 -0.10016579809433651 -0.034993476138098285 0.10004630971440208 0.012933417658804902 -0.00295587744398337 -0.075512511493440085 0.0094466555287526649 -0.076954446607034876 0.10007919093424772
leaf_weight=0.01351200383637885 0.016352352977262313 0.56432409262197358 0.11043740925379086 0.074083765027353365 3.2035527783083277 0.045554872693685411 0.051423529671595247 1.4051282184082083 0.61597745119297542 0.10305087224696763 0.0039897815440781406 0.076165567484846264 0.098817092932222295 0.10850416449081635 0.012763831449677798 0.004716567666264381 0.0060122980508481296 0.027632893354336829 0.025860913343876746 42.433984956897319 0.068064997913978686 0.0050541281405607199 0.064357755391000637 0.0026445621624588958 0.042468500157610833 0.55528649003787578 0.051136289649494127 0.041598453716805345 0.006746226691204173 0.0023244568146765232
leaf_count=178 11 14 26 25 520 27 34 9 60 38 3 23 29 39 59 2 10 124 31 2846 25 30 23 2 20 78 69 164 113 1
internal_value=-3.25153e-06 0.00120303 0.00470151 0.036609 -0.00102395 -0.00971862 -0.0417404 0.00216007 0.00882754 0.0564728 -0.0422731 0.00156578 -0.0141149 -0.000181934 -0.0173247 -0.00726009 -0.0346185 -0.0710905 0.00880543 -0.000121816 -0.018433 -0.0131815 -0.0184513 0.0319362 -4.67704e-05 -0.00763383 -0.0353846 -0.00509445 -0.00187309 -0.0315877
internal_weight=49.8415 6.43038 2.50116 0.184521 3.92921 0.72566 0.161336 2.31664 0.911513 0.120553 0.0175018 0.79096 0.174983 43.4112 0.151707 0.135354 0.050077 0.0323495 0.0852773 43.2594 0.176569 0.0594164 0.115781 0.0177275 43.0829 0.648891 0.0936048 0.0543623 0.0117152 0.00907068
internal_count=4633 1009 391 51 618 98 84 340 331 219 181 112 52 3624 547 536 252 126 284 3077 64 253 57 126 3013 167 89 223 116 114
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=31
num_cat=0
split_feature=1 0 4 4 2 1 1 2 4 0 2 2 3 1 3 0 3 1 0 2 4 0 3 0 0 0 4 4 2 4
split_gain=0.0011049 0.00978296 0.00566447 0.0160385 0.00734558 0.00669004 0.00961055 0.00565799 0.00512848 0.00584943 0.00687515 0.00377414 0.00272867 0.00244243 0.00336428 0.0051048 0.00384233 0.00204718 0.0146263 0.01938 0.0321845 0.0207119 0.0274874 0.0303518 0.00563531 0.0167277 0.00396712 0.00527962 0.00475031 0.00334482
threshold=81.339300736700025 100.69082235970002 39.198779702000003 44.749265482150008 0.25783500000000009 82.299080289250014 83.602982482550019 0.20852500000000004 46.095286511800005 110.98492854115001 -0.088274999999999992 -0.083330000000000001 -0.24665999999999999 82.140461259550008 0.074735000000000024 106.97912592680002 0.079265000000000016 76.621056717750008 100.53758024625002 0.13747000000000004 38.804629908750009 99.647700605050019 0.090235000000000024 98.752444047600008 97.722764583650005 97.615226258450022 40.806664626150003 42.580420142950011 0.24901000000000004 39.476991512000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 -3 5 8 -4 11 12 -5 13 -11 -7 -8 -10 -15 16 -16 -1 19 20 -19 22 23 24 25 -22 29 28 -28 -20
right_child=1 2 3 4 -6 6 7 -9 9 10 -12 -13 -14 14 15 -17 -18 18 26 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00013001053872053114 -0.10054286334386348 0.0022137110811344838 -0.10038612976621131 0.072822164718405788 -0.10021182631005321 0.063168571257237849 -0.0097182195547450001 0.0042166243450980963 0.1001858003933859 -0.10024930887936978 0.020369673563495481 -0.033814548874981136 -0.10012728127089165 0.080192913036255309 -0.05775582783926695 -0.10009633323575295 0.099894009205399314 -0.091812718433814833 0.0011676574896251832 0.0759319385463606 -0.10020037832395921 0.060546571284254204 -0.10065990778766987 -0.069091297042870217 0.10036921311802649 0.10039769350772454 0.013067637980435767 -0.0022245376046354233 0.00025721982300975544 -0.0096918122061446493
leaf_weight=45.527079556111005 0.010341322405284403 0.52411375524123527 0.020799887435945408 0.01679025080332508 0.0049928320916805538 0.010973257332807407 0.0039204106859074264 0.0092396151086333589 0.0054418095387518397 0.008516051699526626 0.010616709564580164 0.0063257406354750847 0.022483585824864427 0.0064768045849632463 0.0024311757998702888 0.0040236439411955871 0.0042460987262984418 0.026714498002008535 0.56812988968085665 0.05821042113166186 0.006479211667905104 0.087859395622217562 0.023500966519350186 0.022965777414356126 0.027521727822431785 0.01159875001758337 0.67548379415757176 1.0266970283734478 0.50652541877934709 0.56640198132299702
leaf_count=2965 20 378 38 12 11 67 26 24 1 62 58 15 352 13 55 32 7 45 94 22 92 22 22 9 4 1 58 83 4 41
internal_value=-3.368e-06 -0.0040316 -0.00252257 -0.0206053 0.0162189 -0.0523323 -0.0334531 -0.063135 0.0261487 0.00737947 -0.0333182 0.0277047 -0.0867035 0.0418037 0.0233085 -0.0111212 0.0424942 5.17024e-05 0.00234457 0.0249656 0.0106084 0.0258153 -0.00732882 0.0246606 0.0718777 0.0285026 0.000552536 0.00302138 0.007578 -0.00425381
internal_weight=49.8069 0.671733 0.661392 0.137278 0.0635354 0.0737425 0.0529426 0.0356436 0.0585425 0.0417523 0.0191328 0.017299 0.026404 0.0226195 0.0171777 0.0107009 0.00667727 49.1352 3.60809 0.264851 0.20664 0.179926 0.0920664 0.0685655 0.0455997 0.018078 3.34324 2.20871 1.18201 1.13453
internal_count=4633 1171 1151 773 251 522 484 402 240 228 120 82 378 108 107 94 62 3462 497 217 195 150 128 106 97 93 280 145 62 135
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=31
num_cat=0
split_feature=2 2 4 0 1 0 0 2 4 2 3 1 3 3 1 2 2 0 0 3 4 2 0 0 1 0 2 0 1 0
split_gain=0.00105967 0.00414328 0.01802 0.0209808 0.0240936 0.0230597 0.0272374 0.0422446 0.010675 0.00994135 0.00751413 0.0724531 0.019694 0.0325194 0.0052375 0.00651743 0.0469321 0.0387348 0.0956705 0.010405 0.0262721 0.00365058 0.00329025 0.00543788 0.003072 0.0130867 0.0312541 0.00988605 0.0162199 0.0499996
threshold=0.067985000000000018 -0.031989999999999998 39.525197829750006 93.308316333500017 70.077349628250019 96.870523356300012 99.013224486300018 0.059500000000000011 40.148327922700012 -0.029285000000000002 0.084065000000000015 73.007768990450018 0.077080000000000023 -0.144095 62.132955852800002 -0.025719999999999996 0.04932000000000001 88.729872137350014 91.109157582800023 0.09117500000000002 41.11191809080001 0.0027500000000000003 86.135510041400025 85.662341410450011 62.057679025150001 89.861713010250014 0.17437500000000003 93.047535894850014 66.859265246100009 92.168410086200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8 -4 -10 11 12 13 22 21 -16 17 -17 -19 20 -20 -12 23 -11 -2 26 -26 28 -27 -30
right_child=24 2 8 4 5 6 7 -9 9 10 14 -13 -14 -15 15 16 -18 18 19 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.0002778104478584268 0.0052789816265219267 -0.019979988377046898 -0.011924707112561481 0.10030745161619484 -0.021798696050849668 0.10071325047525546 -0.10066172755565268 0.10000875554561028 0.014711169355981943 -0.10011507132942157 0.0090523575288346935 -0.0010283677976263576 0.096355512927039089 -0.10066542536871455 0.0010103039971645542 -0.10220940796623652 0.00024578317634267903 0.1003339066208252 0.09989350972654959 -0.10306642258416759 -0.1004261730018433 0.00041360514201352019 0.1001297266920948 0.10005344022958605 -0.10149875766310655 0.055506660686064191 0.0018586722483058744 -0.0018480641708993315 -0.10145776885850076 0.061878678154841049
leaf_weight=35.318433744137046 0.66700358680876792 0.072267907477550464 0.56188939091420298 0.053753626125399023 0.067302786279469728 0.05498932208865881 0.022276781623285336 0.019828355273730836 0.59973498969549055 0.0023911207366235079 0.7114918064820589 1.026229710826996 0.10704254399024649 0.015303401992911247 1.5332664850720894 0.087667558225804076 1.0270126389614231 0.0457941391505301 0.010155829556424578 0.057516776589181973 0.018424879789762372 1.5654856033988833 0.021161691751331091 0.0031386690679937601 0.044267989448229517 0.078919560830399749 0.086276411521758689 5.8274008369863912 0.033167343255172455 0.043088878324397228
leaf_count=3320 74 28 26 7 12 3 59 11 18 89 48 67 46 34 68 16 24 5 12 27 44 25 7 2 25 18 38 413 51 16
internal_value=-3.15894e-06 0.000180038 0.00228444 0.0267187 0.0421888 0.0231855 0.0543671 -0.00616101 0.00132468 0.00241439 0.00123103 0.00843369 0.0735867 0.0155504 -0.000442961 -0.00335564 -0.0087257 -0.0506908 -0.0164467 -0.0785608 -0.0292449 0.00311297 0.0821821 0.0134991 -0.00116507 -0.00186818 -0.0331901 -0.00118472 0.0237264 -0.00916387
internal_weight=49.7827 43.0026 7.68413 0.290419 0.218151 0.164397 0.0970945 0.0421051 7.39371 6.83182 6.23208 1.17527 0.149037 0.0419949 5.05682 2.77984 1.24657 0.219559 0.131892 0.0860975 0.0285807 2.27698 0.0266915 0.00552979 6.78012 6.11312 0.130544 5.98258 0.155176 0.0762562
internal_count=4633 3998 678 120 92 85 73 70 558 532 514 245 178 132 269 196 128 104 88 83 56 73 98 91 635 561 63 498 85 67
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=31
num_cat=0
split_feature=3 3 1 3 3 3 0 4 4 3 3 2 0 4 1 3 1 1 1 2 2 4 3 0 4 2 4 2 3 3
split_gain=0.00104843 0.00922616 0.0260994 0.00494059 0.0112423 0.0258983 0.00681728 0.00440061 0.0155865 0.01087 0.00918322 0.0459553 0.0142699 0.00787521 0.030622 0.0103618 0.02444 0.00449535 0.0268487 0.0562074 0.0167618 0.0310052 0.0136864 0.00754538 0.00430093 0.00683758 0.0135361 0.0198505 0.0166146 0.0166895
threshold=0.088145000000000015 0.088890000000000011 75.499969677400017 0.08729000000000002 0.087785000000000016 0.08759500000000002 95.746747857800017 39.656620114300004 39.427119987250002 0.10214000000000002 0.092015000000000027 -0.056184999999999992 93.308316333500017 38.110427674550003 64.730006406800015 0.098085000000000019 75.806453904250006 63.452988794850008 70.816675614150014 -0.160525 0.011900000000000003 41.873095646600007 0.09721500000000001 88.122280599850015 40.148327922700012 -0.070854999999999987 41.489621506400006 -0.027754999999999998 0.096715000000000009 0.10646500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -6 8 10 -10 11 12 -3 -12 -15 -16 -17 23 19 -19 22 -22 -21 24 -9 -26 28 -28 -27 -30
right_child=1 7 -4 4 6 -7 -8 17 9 -11 13 -13 -14 14 15 16 -18 18 -20 20 21 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=4.3896996844113346e-05 -0.022134686148396018 0.058667321953229816 0.0073531280188746471 0.054484238344362237 -0.0022783704996255159 -0.0076044100715433327 0.011084051143741822 -0.0047142584878372105 0.056723170641512791 0.0079797967913700901 0.00043018552061622242 -0.10174308401682566 -0.013581647183986785 0.057352984090101235 0.0093624166717762788 0.007325325916348463 -0.079164659221798508 0.056122144682260622 -0.0015282200201775227 -0.034493014657942932 -0.10021732463775782 0.079262933756186288 -0.09264679583243568 0.0076532756416343318 -0.0015083480785927483 0.00031506441529742892 0.0039411109514601445 -0.017946077673024727 0.0040194213224260724 0.026101677983898581
leaf_weight=20.16763825569307 0.67065741043384963 0.042858503422024796 0.54331901918180492 0.13815248438836647 1.1178552833626687 0.13077458143379772 0.57985395928017158 2.0613408369540656 0.087597161664461853 0.095770152743170911 3.7876416683842997 0.050020238745334789 0.075486632812514665 0.12239782726101101 0.58619356053790295 0.10340835000624793 0.047761815286300191 0.054801735410137553 4.6124747553028325 0.064675803119087827 0.01697599517638082 0.022227559192955937 0.10813307039177289 1.2373377172043536 8.4528644903914465 1.5213356817839661 1.2296931535465203 0.62497159650587253 0.65869271883275338 0.71245221208664589
leaf_count=2783 66 13 89 36 54 40 19 22 22 18 310 39 37 25 39 33 36 32 399 30 33 17 29 30 236 11 38 57 22 18
internal_value=-2.22488e-06 -0.000413497 -0.00893732 0.00051044 0.00529478 0.0242916 0.00228558 -2.11982e-05 0.00264983 0.0312652 0.00156026 -0.0213824 0.0125832 0.00239142 0.0110316 0.0033425 -0.020001 -0.000645806 -0.00331233 -0.0341546 -0.0574896 0.00154406 -0.070882 0.000142786 -0.000466139 0.000197256 0.00323429 -0.00343428 0.00751019 0.0154934
internal_weight=49.7254 27.5911 1.21398 22.1343 1.96664 0.268927 1.69771 26.3771 4.99914 0.183367 4.81577 0.168365 0.118345 4.6474 0.859762 0.737364 0.15117 21.378 4.87929 0.266814 0.212012 0.0392036 0.172809 16.4987 15.2614 13.2 4.74715 1.85466 2.89248 1.37114
internal_count=4633 1701 155 2932 149 76 73 1546 572 40 532 89 50 443 133 108 69 974 540 141 109 50 59 434 404 382 146 95 51 40
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=31
num_cat=0
split_feature=2 3 4 1 4 0 3 3 4 4 1 1 4 2 1 2 1 3 1 3 0 0 2 3 1 2 2 2 2 2
split_gain=0.00135355 0.00775266 0.0223867 0.00433571 0.0253928 0.0414839 0.00736598 0.00843795 0.00584553 0.0193642 0.018101 0.0283434 0.024083 0.00976999 0.00719683 0.00898239 0.00860297 0.00664892 0.00524509 0.00531447 0.0084028 0.00898059 0.00543946 0.0045208 0.0244942 0.0215354 0.0110039 0.0100533 0.0129153 0.0123161
threshold=-0.092084999999999986 0.18642000000000006 40.300545846000013 61.998532946250002 41.489621506400006 85.431134011250023 -1.0000000180025095e-35 -0.144095 43.219899330700009 43.321682097200004 62.095317438950012 62.186725015400008 43.663128814500006 -0.097799999999999984 65.644082171150004 -0.156745 67.254468591300011 0.072890000000000024 67.923894665750012 0.076615000000000016 97.32487278035002 104.25302938255003 -0.22754499999999997 0.082325000000000023 62.334590212600006 -0.101255 -0.10434500000000001 -0.117885 -0.122095 -0.18437499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6 23 -10 -11 -12 -13 14 17 16 -16 -14 -18 22 -21 -22 -20 24 -5 26 27 28 29 -26
right_child=-2 2 -4 8 5 -7 -8 -9 9 10 11 12 13 -15 15 -17 18 -19 19 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00038468622362178507 -0.00031030805634704695 -0.019722197253413877 0.064265806137516521 -0.00012046123763451674 0.0029921003358259809 -0.10232140817287474 0.051966357485866137 -0.10015965083164931 0.090120282900298693 0.093110193206849462 -0.10161688590837106 0.076006066606788117 -0.036745594372901452 -0.10065467153203569 -0.10064513493079066 -0.078122784932902686 0.086864400153603485 0.081819457508736412 -0.019358265718073486 -0.10035542546049843 0.059540111964871106 -0.10004019336703794 0.065751547639942343 0.0020693716951465813 0.011694633809300997 -0.10113297967249964 0.09432948753249866 -0.086734397698385313 0.10007660379944797 -0.072835910260446099
leaf_weight=1.6374043276376775 36.837113769171104 0.059068585458091571 0.068586213354137726 2.024592008302851 0.04573216199635774 0.066303756985661266 0.023465596535970606 0.0095938098523984383 0.031275556732453746 0.021456817153193697 0.025650824631156866 0.042815615212919766 0.0066369277942612817 0.011037229466353438 0.0075303031226212616 0.017965083203044685 0.0082285359573006644 0.016459318104978138 0.012914951961509047 0.010563104073753493 0.012117075327310545 0.0049741969182761627 0.017940588329334872 8.5118306396215768 0.039630634213612903 0.043504473478264138 0.0080815839908296994 0.022003467375057539 0.0093453619918428821 0.030502652828657162
leaf_count=289 2367 29 19 35 70 32 28 66 10 10 12 32 9 19 6 310 13 65 80 21 23 89 44 608 208 22 4 12 6 95
internal_value=-2.06787e-06 0.000881757 0.0254028 0.000635661 -0.00393764 -0.0440328 0.00501759 -0.0148949 0.00138101 0.0165723 0.00593728 -0.00366297 0.0111884 -0.010773 -0.00217126 -0.0146717 0.000676683 0.0477487 0.0121091 0.00159593 -0.0302387 0.0130963 0.0301278 0.00102918 -0.00303662 -0.0416078 -0.0179722 -0.0269154 -0.0103546 -0.0250697
internal_weight=49.6843 12.8472 0.127655 12.7196 1.7825 0.145095 0.0787916 0.055326 10.9371 0.247566 0.216291 0.194834 0.169183 0.126367 0.11533 0.0922338 0.0742688 0.0230962 0.0667385 0.0585099 0.0276544 0.0170913 0.0308555 10.6895 2.17766 0.153068 0.109564 0.101482 0.0794786 0.0701333
internal_count=4633 2266 48 2218 485 196 164 136 1733 743 733 723 711 679 660 586 276 74 270 257 133 112 124 990 382 347 325 321 309 303
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=31
num_cat=0
split_feature=2 4 0 3 4 3 4 0 1 0 4 0 2 0 2 3 3 3 2 1 1 1 3 2 2 3 1 1 0 4
split_gain=0.00117289 0.0103438 0.0141491 0.0071847 0.00866667 0.00936053 0.00654905 0.00604329 0.00680482 0.00598939 0.00243144 0.003969 0.00166473 0.0104174 0.046459 0.0239071 0.0238678 0.0134246 0.00640615 0.00615983 0.00595821 0.00564567 0.00481248 0.0227006 0.0118727 0.00807942 0.0169591 0.0049028 0.0154845 0.00480331
threshold=-0.27494999999999997 41.184662530950007 90.321439350550008 0.094385000000000011 40.300545846000013 0.098510000000000028 35.887362732750006 97.722764583650005 78.27445846800002 100.92471821705001 42.844429421150004 84.546631286350006 -0.092084999999999986 85.866664228400012 -0.095074999999999993 0.099855000000000027 0.096480000000000024 0.080545000000000019 -0.10434500000000001 61.998532946250002 62.068432857650002 61.740440965750004 0.082325000000000023 -0.117885 -0.096559999999999993 0.086075000000000026 69.633754036750005 75.424692849750016 99.524031531050014 36.654713368950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 5 -5 -7 -4 -9 -10 -3 -12 13 14 15 16 17 20 -19 -15 21 -2 23 -21 -25 26 -24 29 -29 -27
right_child=12 2 7 4 -6 6 -8 8 9 -11 11 -13 -14 19 -16 -17 -18 18 -20 22 -22 -23 25 24 -26 27 -28 28 -30 -31
leaf_value=-0.0033121162723481535 0.0062586880900837114 -0.10136643581429072 0.03313179817567008 0.050606767792915397 0.081096835682791926 0.012194951251076828 -0.10031423530966654 -0.072144943304297146 0.097048637833684864 -0.062680178165205255 0.056674729067409869 -0.10012442166507927 -0.00027922630328253254 -0.0064983072930866392 0.098111168323708253 -0.070527241777219071 0.07333809479164298 -0.01712975587125817 -0.10039425472500235 -0.00075835412861213953 0.05870423312070603 -0.10019901816311257 0.02105227218917825 -0.024546133027844398 -0.10113618925050533 0.008731106477134383 0.00069168199278333534 0.048090885055626288 0.0029819562295414371 -0.00089569528613627533
leaf_weight=0.54367173118627121 0.073613154340211873 0.026513031737522397 0.023639706023232065 0.021858540087838385 0.023055342986111782 0.010503209503795574 0.010196193962736189 0.017977696181247893 0.0057412006899539847 0.0039714806820052573 0.0028049280995787731 0.0038032356275436996 36.843479948467063 1.1037975031951237 0.060056093552800144 0.040405151064987876 0.050126874062698334 0.018460930246462226 0.018499580593925202 2.1364191683165936 0.021253014032693335 0.0053430856585811029 0.66546592695522022 0.054599058781837684 0.032162105833778987 0.57163905421384598 1.0618792127863725 0.088259465526789538 0.55226199933023756 5.5539631801287328
leaf_count=189 249 22 24 36 18 15 29 19 6 58 66 12 2367 39 13 30 11 35 25 638 28 113 37 35 21 24 107 9 140 218
internal_value=-2.78095e-06 -0.00408574 -0.0368839 0.000460317 0.0317187 0.00496859 -0.0432253 -0.00400411 -0.0357076 0.0317361 -0.0878398 -0.0335688 5.50822e-05 0.00107233 0.0198717 -0.000763918 0.014286 -0.00729382 -0.0588055 0.000614681 0.0117054 -0.000945463 0.00134731 -0.00279469 -0.0529378 0.00243148 0.00853567 0.000873126 0.00919766 2.67448e-06
internal_weight=49.6454 0.693736 0.0844513 0.609285 0.0656133 0.0425579 0.0206994 0.0513301 0.0276904 0.00971268 0.0331212 0.00660816 48.9517 12.1082 0.287758 0.227702 0.187297 0.13717 0.0369605 11.8204 0.100209 0.0789562 10.7166 2.22318 0.0867612 8.49347 1.72735 6.76612 0.640521 6.1256
internal_count=4633 494 207 287 98 80 44 107 83 64 100 78 4139 1772 504 491 461 450 60 1268 390 362 1229 694 56 535 144 391 149 242
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=31
num_cat=0
split_feature=1 0 3 1 2 1 3 0 0 3 3 3 3 1 0 0 2 2 1 0 2 2 2 3 2 4 4 4 1 1
split_gain=0.00104232 0.029916 0.035604 0.0180389 0.0167186 0.0109979 0.00825392 0.0295257 0.00854336 0.0115252 0.00774045 0.00679333 0.0125242 0.0108188 0.013175 0.00926198 0.00664907 0.0129937 0.00588602 0.00783789 0.00590323 0.00574093 0.00510968 0.00391091 0.00384216 0.0171234 0.0157148 0.0183784 0.0109446 0.01124
threshold=76.279622535200005 98.51854819030001 0.082685000000000022 77.621163142300006 -0.087660000000000002 77.852370541550016 0.10646500000000002 99.755238930300024 100.92471821705001 0.12376500000000003 0.089965000000000031 0.078655000000000017 0.070640000000000022 81.94689227420001 109.89341454020003 100.35207663525001 0.63131000000000015 -0.022394999999999998 79.328334055150009 102.90611185915002 -0.045684999999999996 -0.16262999999999997 -0.21563499999999999 -0.15148999999999999 -0.079369999999999996 42.027798546600003 42.431220712750012 48.96897326980001 83.116371560950014 83.602982482550019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 11 -8 -9 -10 -4 12 16 -14 -15 -13 17 18 -7 -20 21 22 -21 -23 25 28 -27 -28 -17 -30
right_child=1 3 10 5 -6 6 7 8 9 -11 -12 15 13 14 -16 24 -18 -19 19 20 -22 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.00014336735986988412 -0.08570910099985167 0.017189059317632101 0.088466266423503997 0.053268299519174146 -0.10071725446928292 -0.071349545180375812 0.080886242345917458 -0.095754474130202674 0.064988066821566132 -0.10041248298382816 0.036757728135195504 0.035048970402064256 0.096173733142648724 -0.10008509615238813 0.067617832738743069 -0.10074736916454277 0.057357072182153239 -0.10027372754330553 0.074322246094064986 -0.041460486445142539 0.086564799942290493 -0.10025411757654167 0.099887143246809251 0.013987560919063238 -0.00017673755932030516 0.088316786100214553 -0.10010389352865474 0.082539502341537618 0.099956824515704867 -0.10009659391689184
leaf_weight=45.326556669829543 0.01749793496032559 0.018757823657935546 0.069862069955775041 0.039439748159871502 0.033510766883124599 0.0081278300787701596 0.017211956946994011 0.037773329064293648 0.0092473333155604909 0.0077380870077388688 0.049434115600320183 0.074069648890131012 0.032844547560642923 0.0076604165852813813 0.01205904479748976 0.029284358187750215 0.015944400508296042 0.014025644757437505 0.017371170247997725 0.0052044596214204653 0.0052641371148638419 0.010964804088697377 0.0050285801828522363 0.0041235349709518613 3.6961072053124209 0.019574575455422405 0.014948116172413428 0.0087251291582788326 0.0065720129405235639 0.0049042986427044744
leaf_count=2949 92 23 37 14 41 11 6 7 40 37 19 20 30 97 120 60 24 93 11 59 4 60 7 15 362 30 142 39 7 177
internal_value=-2.31127e-06 0.0014869 0.0475005 -2.74574e-05 -0.0584038 0.000715985 0.00020608 -0.0333579 -0.0692675 -0.0103638 0.0670392 0.000811074 0.022561 0.0610208 0.0024703 2.88213e-05 -0.000931045 -0.0141869 0.00734176 0.0206786 -0.00978857 -0.0298198 0.0279986 -0.0690327 -0.000657383 -0.0218042 0.0220258 -0.0327879 -0.0683087 0.0144658
internal_weight=49.6198 4.29328 0.136794 4.15648 0.0522686 4.10421 4.06477 0.0719707 0.0547587 0.0169854 0.119296 3.9928 0.138619 0.052564 0.0197195 3.85419 0.0860546 0.0701102 0.0560845 0.0479567 0.0305855 0.0253214 0.010233 0.0150883 3.78012 0.0840085 0.0432478 0.0236732 0.0407607 0.0114763
internal_count=4633 1684 148 1536 64 1472 1458 90 84 77 56 1368 531 247 217 837 284 260 167 156 145 141 66 75 817 455 211 181 244 184
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=31
num_cat=0
split_feature=2 2 0 0 4 3 3 1 4 2 4 0 3 1 1 1 0 1 0 0 3 2 2 0 2 4 3 3 0 0
split_gain=0.00105088 0.0124654 0.00625527 0.0136721 0.0264576 0.0124258 0.0115781 0.00760925 0.0106824 0.00658216 0.00623058 0.0122867 0.00717535 0.00684316 0.0117583 0.00633562 0.00543467 0.0052167 0.00516245 0.00362988 0.00586743 0.00270819 0.00229894 0.00336653 0.00168385 0.00255959 0.00478995 0.00171492 0.0132811 0.0339485
threshold=-0.15022499999999997 -0.15397999999999998 94.354126546200021 87.028078140750011 39.571921479100006 0.084995000000000029 0.093955000000000025 74.927328095600004 47.74983977685001 -0.24023999999999998 41.772405911750006 100.19345760555002 0.084565000000000015 83.116371560950014 83.602982482550019 78.381996793250025 86.036037090600004 75.424692849750016 98.51854819030001 104.22883325935001 0.074735000000000024 -0.21563499999999999 -0.23455499999999999 96.741477366050006 -0.14008999999999996 41.11191809080001 0.08574500000000003 -0.25098999999999999 85.823648898300021 86.624809421150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 9 16 8 22 -6 12 -12 18 17 -15 -13 -1 -14 -9 -17 -21 -20 23 -4 25 -2 -27 28 -26 -30
right_child=24 -3 7 4 5 -7 -8 10 -10 -11 11 15 13 14 -16 19 -18 -19 21 20 -22 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=-0.0021769742222300602 -0.003147311034257928 -0.10055539033284289 -0.018125192756079801 -0.040920204752171056 -0.054852839393518031 0.08498277205195115 -0.049203344345753665 0.10003080990666101 0.022284895026065218 0.044188207519920308 0.078776618696496797 -0.10021106103519384 -0.014066972108061949 0.099946437670435581 -0.10009915260155922 0.065629195092030912 0.04365454963595234 -0.10028828770854779 -0.10004362641009686 0.023017081263612578 -0.10004141686353528 0.042526880400937606 -0.10047059146738897 -0.10034261155001992 0.0015521035195734058 0.00053991846542706594 0.011597643296329785 5.1889887772235558e-06 -0.10123538806213928 0.010026821347272024
leaf_weight=0.5867103910111422 0.55237893841918806 0.012992023995084701 0.011793303473027095 0.035922143514341087 0.011098856055596684 0.063197837356710806 0.052223617896288488 0.0066046035233284783 0.014999113942096187 0.016970284848795814 0.021375959069473538 0.0074196538978696927 0.010586817115381564 0.0071080681971125159 0.0050086526569999013 0.0070818412498994112 0.027066460057369568 0.02081204763563349 0.0027992254420073914 0.011219480421104322 0.0059185058372643864 0.0025425196566688513 0.020130641337587463 0.0086208557631692884 0.51484301872963367 1.0396770941874534 0.62858876202562886 45.771569987196429 0.047010156093165278 0.06582021092555923
leaf_count=467 75 91 41 42 26 46 38 4 35 29 20 11 17 8 74 49 15 62 108 39 156 55 21 22 73 37 30 2833 10 99
internal_value=-2.28747e-06 -0.00326106 -0.0019405 0.00173554 0.0317784 0.0603922 -0.00400188 -0.0197175 -0.0498179 0.00502626 -0.0043051 0.0202076 -0.0277365 -0.0465825 0.0172542 -0.0193623 -0.000155886 -0.0712169 0.0409116 0.00540547 -0.0194805 -0.0321841 -0.0764915 -0.0528454 6.27409e-05 0.0027528 0.00470638 -6.60038e-05 -0.00525757 -0.03633
internal_weight=49.5901 0.970203 0.957211 0.79319 0.127189 0.091267 0.666 0.164021 0.0555439 0.0280691 0.108477 0.0530154 0.0554619 0.0435156 0.0121167 0.0316395 0.613777 0.0313989 0.0119463 0.0242198 0.017138 0.00534175 0.0405448 0.0204142 48.6199 2.22064 1.66827 46.3992 0.627673 0.11283
internal_count=4633 1476 1385 663 143 101 520 722 119 55 603 275 328 161 82 255 482 79 167 244 195 163 84 63 3157 142 67 3015 182 109
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=31
num_cat=0
split_feature=4 1 0 4 1 4 0 4 2 2 1 2 2 2 3 2 4 0 3 3 3 3 4 0 3 1 2 4 3 0
split_gain=0.00105732 0.00805939 0.0202126 0.00512118 0.00505007 0.00750348 0.00524245 0.0182937 0.0803457 0.00434943 0.0042491 0.00390631 0.00949136 0.028475 0.0100725 0.0381948 0.00542496 0.0121298 0.0172776 0.0111584 0.00531896 0.00408391 0.0145109 0.0430973 0.0053031 0.00387497 0.00830816 0.0168004 0.0258396 0.00794649
threshold=40.518963363600001 61.821094709650005 85.431134011250023 40.767054867700004 62.00390986255001 40.148327922700012 86.474255765850003 40.300545846000013 -0.09715 -0.23557500000000001 55.782817748650011 0.063030000000000017 -0.033594999999999993 -0.017745 0.091885000000000022 0.048475000000000011 38.324118171300007 97.139369169350019 0.099855000000000027 0.084805000000000019 0.08376500000000002 0.10526500000000003 36.654713368950006 93.72771580185001 0.09803000000000002 61.987779113750001 -0.079789999999999986 40.986363433950011 0.092385000000000023 86.420486603250012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 7 8 -6 -5 -11 12 21 -14 15 20 17 18 -13 -18 -15 24 -23 -24 -8 26 -3 -28 -29 -27
right_child=1 25 -4 9 6 -7 11 -9 -10 10 -12 16 13 14 -16 -17 19 -19 -20 -21 -22 22 23 -25 -26 29 27 28 -30 -31
leaf_value=0.0018119579201434468 -0.10050186106393465 -0.0011110532642765864 -0.10137110578456848 -0.067845535097810258 0.0015545619133841648 0.013535783181296191 0.0002503645997264736 0.0031241389784984089 -0.07604973243015388 -0.052454198751758843 0.017219271900791863 -0.004500323485719525 0.051825130192873381 0.014858957623037052 -0.0032338413154172105 0.093457160467244116 -0.00010570407264583481 -0.0015683512070353515 0.061508898034998177 -0.017110876619777688 -0.025415035446413048 -0.00068602369517251766 0.027688578828642674 -0.10201239601848916 0.009651650807682554 0.0032690044369268105 -0.0021377113869427847 0.0019535785804375913 -0.063513676280586601 -0.00073932400285479536
leaf_weight=3.1598984037121052 0.005197448738948395 4.9410681329927684 0.027545209712471319 0.0081878253574172999 0.53836219474131763 0.65992434660483912 6.8259482489262826 1.0331439364299511 0.17736301738716587 0.0099834309020765399 0.071027138900124243 0.080234705499607428 0.14505340501705533 0.064077953075314387 0.5640476900885435 0.055097703782099217 1.0294512076733857 1.037769787805958 0.078398130019195378 0.61722065911589208 0.067165432068545527 0.54340979189408845 0.047936038114130497 0.05502889514017717 0.65782988292333922 6.604089249148692 0.51694409828633325 0.10979225652624791 0.13371340352023253 19.69869473929905
leaf_count=263 15 162 15 72 40 25 647 13 40 145 104 29 32 23 33 37 48 114 12 91 17 53 12 63 77 434 7 25 34 1951
internal_value=-2.70508e-06 -0.000342982 -0.0260026 -0.00400969 0.000624214 0.0038374 -0.00027711 -0.00538851 -0.0176765 0.00161276 0.00863298 0.000476065 0.00149428 0.0112657 0.00342536 0.0235825 -0.00275634 0.00236836 0.0281222 -0.00647974 -0.00575176 0.000418071 -0.00720811 -0.0416292 0.00107674 -0.000245215 -0.00260861 -0.012339 -0.0339957 0.000267085
internal_weight=49.5636 32.1262 0.121941 0.0943958 17.4374 3.81982 13.6175 1.74887 0.715725 0.0891984 0.0810106 11.8687 9.0256 0.895442 0.750389 0.186341 2.84307 1.1964 0.158633 1.64667 0.131243 8.13015 0.646375 0.102965 7.48378 32.0043 5.70152 0.76045 0.243506 26.3028
internal_count=4633 2964 351 336 1669 288 1381 93 80 321 249 1288 994 142 110 77 294 155 41 139 40 852 128 75 724 2613 228 66 59 2385
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=31
num_cat=0
split_feature=2 2 0 3 1 2 0 2 4 3 2 4 4 2 0 1 2 4 3 2 1 2 4 4 4 3 4 2 0 2
split_gain=0.00105396 0.0204312 0.0454373 0.0649628 0.0211726 0.00868047 0.00520375 0.0234834 0.0605416 0.00963147 0.0467382 0.0186013 0.0250444 0.00872727 0.00547946 0.0120975 0.00806026 0.00622779 0.0197119 0.0111365 0.00911139 0.0233348 0.01071 0.00770519 0.00801658 0.00517498 0.0263835 0.0286814 0.0260021 0.0183852
threshold=-0.06828999999999999 -0.054875 86.393602021950016 0.087475000000000011 69.999384342500022 -0.059424999999999999 86.264556031700025 -0.075639999999999999 39.354247760400007 0.11071500000000002 -0.087660000000000002 40.250747516500006 36.654713368950006 -0.076544999999999988 86.09518316945001 61.93938686740001 -0.086800000000000002 42.081757894750005 0.087795000000000026 -0.09715 61.993156030000002 -0.102645 43.067541470150012 43.61821939175001 47.079243513300007 0.088145000000000015 39.746231405950006 -0.117885 86.692020874450009 -0.122095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 14 9 -9 13 11 12 -11 25 17 -16 -17 -1 20 -20 -19 23 -23 -22 -25 26 27 29 -27 -8
right_child=1 -3 3 4 5 -7 7 8 -10 10 -12 -13 -14 -15 15 16 -18 18 19 -21 21 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.0011310514627449792 -0.012941818870336351 8.7984937253124983e-07 -0.00986047732550842 0.099115146424734887 -0.015127654994965609 0.06284020080928758 -0.01935642788142955 -0.0004131745504731589 -0.060477614340150532 0.049581441685084056 -0.10255522275675875 0.049278975810162294 -0.073695382912793192 0.011827677701904876 -0.0022020035434976641 0.0034859190144932747 0.01979669766045913 0.00075901875540766077 -0.020853649659327546 -0.10046246092476663 0.096795306551734309 -0.013323218846179942 -0.10115909076947416 -0.10065647402901984 0.042361297158496389 -0.01615601031434245 0.0013389563710018021 -0.074487094704779794 -1.8561759331403383e-06 0.10022500781922339
leaf_weight=6.9075019590740858 0.25859728086664091 21.001298780463564 0.13977303909075545 0.14511231203505304 0.026141068372453447 0.031469694179506291 0.0525776159647805 0.57031205533361173 0.23777402997001928 0.026718106379917839 0.053061367883740884 0.060634540123288616 0.043004811326092351 0.56469506066628383 1.0363183705048871 0.54954632435692474 0.67523175466340013 0.65864227080421311 0.037008552567385777 0.033458857743653425 0.012894815105710222 0.021788281815133814 0.03825446195423865 0.0058471773355108772 0.011887120548635721 1.2203551365528253 9.5561525229256308 0.095681447528134678 5.4298770712400577 0.017018686189339327
leaf_count=433 34 1464 35 17 38 15 214 40 45 27 20 35 32 11 8 12 35 182 34 46 19 15 40 62 5 18 1085 75 531 6
internal_value=-3.28454e-06 0.000521168 0.0186992 0.0425894 0.0787524 0.027462 -0.000409121 -0.00142821 -0.0180867 -0.000641898 -0.0234341 0.00877184 -0.0264552 -0.000395061 0.00142002 0.00574989 0.0124782 0.000153044 -0.00808767 -0.058653 -0.00333238 -0.0330524 -0.0692853 0.0379755 -0.00479311 -0.000816651 0.000653836 -0.038959 -0.00296623 0.00988534
internal_weight=49.5186 21.6024 0.601093 0.342496 0.202723 0.0576108 27.9162 17.9279 0.808086 17.1198 0.183419 0.130357 0.0697229 16.9364 9.98838 2.2611 1.22478 7.72728 0.819782 0.0704674 0.749314 0.0906719 0.0600427 0.0306291 0.0177343 16.3717 9.72143 0.165278 6.65023 0.0695963
internal_count=4633 1603 139 105 70 53 3030 2139 85 2054 114 94 59 1940 891 55 47 836 403 80 323 141 55 86 67 1929 1380 295 549 220
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=31
num_cat=0
split_feature=1 0 1 2 3 0 1 3 1 3 3 1 0 0 2 2 0 2 4 4 4 1 1 0 3 4 0 4 1 0
split_gain=0.000967409 0.0264872 0.0156955 0.0162875 0.0128574 0.0308846 0.00914472 0.00640187 0.0283717 0.0058352 0.011655 0.00946213 0.0117677 0.00723483 0.00574807 0.0117877 0.00942861 0.0035683 0.0158118 0.0140242 0.0163122 0.00913982 0.00923765 0.00431211 0.00486593 0.0298753 0.0130276 0.0120252 0.00271453 0.00428925
threshold=76.279622535200005 98.51854819030001 77.621163142300006 -0.087660000000000002 0.085235000000000019 97.491557184450016 77.852370541550016 0.10646500000000002 80.395651932950003 0.078655000000000017 0.070640000000000022 81.94689227420001 109.89341454020003 100.35207663525001 0.63131000000000015 -0.033594999999999993 102.11570516885001 -0.079369999999999996 42.027798546600003 42.431220712750012 48.96897326980001 83.116371560950014 83.602982482550019 102.32271644485002 0.081235000000000016 42.546237522150008 104.03526427400001 42.498713093000006 85.549426169000014 119.82189041595002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 -4 9 -9 10 14 -12 -13 -11 15 16 -8 18 21 -20 -21 -15 -23 -19 -25 26 -26 -28 -17 -30
right_child=1 2 6 -5 -6 -7 7 8 -10 13 11 12 -14 17 -16 28 -18 23 19 20 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.00013875782991071858 -0.10032410617580421 0.018782986911510174 0.049251837243811658 -0.10066549677484858 0.064361785143575476 0.092836142953110976 0.070741627382618452 0.034020628955845837 -0.096417355543366071 0.031638901645127025 0.095078301320214859 -0.10007692947579659 0.066233927800175979 -0.10068114827629918 0.053261214566340587 -0.10031791071002645 -0.022859968949661191 -0.002329457632008767 0.086699945229082712 -0.10009420966926588 0.080832600887435657 0.099898202188923063 -0.10007866458144239 -0.0021471137313328311 0.085702267082204991 0.0025057499591956828 -0.10007401216095342 0.10016440251905848 -0.10017890659547229 0.083392672181426014
leaf_weight=45.199694342125056 0.017280754287668176 0.018164237325429156 0.038450531326830517 0.030724403659348698 0.09661633822196336 0.01588827839896112 0.017657027037216722 0.033727979998729896 0.032982018392208268 0.071233874671991049 0.030025581174662364 0.0068267404737696316 0.01129147984482437 0.026242217185617145 0.015467119831214404 0.014810457678898326 0.027557794971109661 2.5856846605420278 0.017972128156891642 0.013467402952811458 0.0079100089528694184 0.0053841591252421495 0.0040456259203814904 0.50320564306663551 0.067192335717805862 0.52655369104756744 0.0079468526738219469 0.004817141219973565 0.0027718929773641312 0.0023535663400200413
leaf_count=2949 101 23 14 41 37 10 13 21 69 20 30 97 120 60 24 55 150 74 30 142 39 7 177 28 28 101 130 1 28 14
internal_value=-3.06764e-06 0.00143859 3.88836e-05 -0.0562852 0.0459199 -0.00779853 0.00071452 0.00025224 -0.0304691 0.000768412 0.0217084 0.0606404 0.00356988 6.65623e-05 -0.00154129 -0.0145517 0.0136928 -0.000529928 -0.022121 0.0215901 -0.0331482 -0.0703383 0.0141029 -9.16011e-05 0.0051227 0.0111543 0.0681093 -0.0245039 -0.0786103 -0.0158844
internal_weight=49.4539 4.25425 4.12447 0.0488886 0.129785 0.033169 4.07558 4.03713 0.06671 3.97042 0.128762 0.0481438 0.0181182 3.84166 0.0806179 0.0651507 0.0452148 3.77042 0.0750215 0.0393495 0.0213774 0.035672 0.00942979 3.6954 1.10972 0.60651 0.0799563 0.012764 0.0199359 0.00512546
internal_count=4633 1684 1536 64 148 111 1472 1458 90 1368 531 247 217 837 284 260 163 817 455 211 181 244 184 362 288 260 159 131 97 42
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=31
num_cat=0
split_feature=2 2 4 3 3 3 4 3 2 3 2 3 0 1 3 2 0 3 3 2 4 4 4 3 3 2 3 2 1 0
split_gain=0.000983598 0.0113997 0.0101719 0.00748182 0.0146845 0.00914673 0.00373967 0.0030633 0.0142843 0.00636831 0.00769173 0.00726447 0.0035332 0.011743 0.00845328 0.0047079 0.00634365 0.00392071 0.00897887 0.00667516 0.00486318 0.00803678 0.0134737 0.00465171 0.00363868 0.00335872 0.00310115 0.00280798 0.00268729 0.00264823
threshold=-0.15022499999999997 -0.16164499999999998 43.219899330700009 0.10787500000000003 0.10052500000000002 0.12376500000000003 48.823707093150006 0.096095000000000028 -0.58319500000000002 0.093955000000000025 -0.60723499999999997 0.092485000000000026 93.972365491700018 72.04530097975001 0.076615000000000016 -0.21563499999999999 101.80384402570002 -0.51222499999999993 -0.25098999999999999 -0.22932499999999997 41.16018805045001 43.426369480700011 48.109449608500007 -0.083149999999999988 -0.222165 -0.59614999999999996 -0.57039999999999991 -0.36302499999999999 87.143681840350013 100.01333091085002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -5 -4 9 -9 11 -11 12 17 -14 15 16 24 26 19 -19 -20 -22 -23 -24 -15 -16 -1 -10 -8 -12
right_child=-2 2 6 5 -6 -7 28 8 27 10 29 -13 13 14 25 -17 -18 18 20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.010668983672444685 5.9643242575777815e-05 -0.10054608349804983 0.084705196962290036 0.07228245508095453 -0.094655251899278758 -0.0039932993734381611 -0.10003972652292853 0.078118095043550162 -0.10062547910968406 -0.10156625453020229 -0.039757013510150097 0.065474822418092646 -0.076080811939302731 0.083990807578263826 -0.013609808069574167 0.097222775691874416 -0.060664238969430073 -0.1002065047383895 -0.0023703368446890884 0.011769020787391615 0.073292590711321201 -0.077096847086481027 0.0080691470048399293 0.074882858585584841 -0.0095366482062955241 -0.10017143570378773 0.077070871596994148 -0.0056189526983131434 0.0077211056364459426 0.029233773894139795
leaf_weight=0.006184080949676706 48.479483219870517 0.022158580630224578 0.0042992551607312643 0.029965208814878963 0.017290957103348603 0.033073905990935515 0.0033453429695846637 0.021145756515011271 0.0067252658311289792 0.014069981181819458 0.011775925683991773 0.016168586767630444 0.026813004228770865 0.010435260400043944 0.010871886444293821 0.0088863225301416549 0.0080573504703067567 0.015486534275641006 0.53884811805041777 0.0081125141932716915 0.02338294571526589 0.015241556661318323 0.029784934391244633 0.016027653960591692 0.0069170261778310751 0.0076273000697977258 0.011556119561472733 0.0057884912931989163 0.0075075475383421519 0.010547042417812236
leaf_count=33 3157 80 11 38 33 29 115 20 24 5 24 19 50 16 33 21 74 67 195 13 33 135 37 21 36 140 33 19 100 22
internal_value=-2.74045e-06 -0.00319264 -0.0573693 -0.000973269 -0.00344481 0.0322639 0.00577269 -0.00154571 0.0280042 -0.00279401 -0.043659 -0.000838201 -0.00227886 -0.0221874 0.00518341 0.0345714 0.0126609 0.000105762 -0.00116616 -0.0617133 0.0011263 0.0234406 0.00434794 0.0314441 0.0467086 -0.0492996 0.0464855 -0.0566783 -0.0254956 -0.0071606
internal_weight=49.4276 0.948094 0.0373107 0.910784 0.847745 0.0630391 0.0151521 0.830454 0.0336595 0.796794 0.0363929 0.760401 0.744233 0.0796082 0.0527951 0.034296 0.0254096 0.664624 0.646884 0.023599 0.623285 0.0844371 0.0610541 0.0458126 0.0173523 0.0184992 0.0177402 0.0125138 0.0108529 0.022323
internal_count=4633 1476 306 1170 1103 67 226 1070 63 1007 51 956 937 370 320 147 126 567 501 80 421 226 193 58 52 173 66 43 215 46
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=31
num_cat=0
split_feature=2 2 1 4 4 2 4 3 4 0 0 3 2 2 2 1 4 1 3 0 1 2 2 2 3 0 3 3 0 0
split_gain=0.000949743 0.029567 0.0536062 0.0544865 0.0486773 0.0104807 0.0589996 0.00415818 0.0260376 0.018086 0.0181915 0.0110567 0.0206924 0.00631181 0.00546008 0.0101006 0.00521292 0.00407648 0.0196732 0.010582 0.0264341 0.0553601 0.0242808 0.0218654 0.0148797 0.012058 0.0102706 0.0555589 0.019049 0.0503993
threshold=-0.063379999999999992 -0.054875 61.998532946250002 40.806664626150003 39.852039223600009 -0.068964999999999985 41.037275035300006 0.075810000000000016 40.408647214050006 105.93331571405001 85.705356740550016 0.079745000000000024 0.067985000000000018 -0.017745 -0.017745 65.130586668250018 46.645430295100006 74.757955233350017 0.10821500000000002 93.501885318850015 70.816675614150014 -0.10040499999999999 -0.11051999999999999 -0.124155 0.094235000000000027 93.972365491700018 0.088260000000000019 0.087245000000000031 98.51854819030001 97.491557184450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 17 -7 8 -3 10 13 12 -9 -10 -12 -16 -11 19 26 -1 21 22 23 24 25 -21 27 28 29 -19
right_child=1 7 3 -5 -6 6 -8 11 9 16 14 -13 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.9230023357843666e-05 -0.053510569902012278 -0.0013913150783587548 0.069220058935363024 0.097216744120582857 -0.036643483945801129 -0.091202123466233256 0.01055750534592647 0.022030808693490916 -0.10013874074405343 -0.025157916410967891 -0.10094231627535798 -0.00025189180194920866 -0.00075038564300198803 0.085221708393647899 0.018547944140577595 -0.087791285740745448 0.065618795462645221 -0.073092653639824062 0.059908446708234198 0.085215810222188257 -0.0034082291997429015 -0.10065866419024912 0.046511239990238783 -0.10194988326462706 -0.076015210494920341 -0.020657262059676114 0.00018998192808561266 0.091266313821904879 -0.028828975365682203 0.096758751328824888
leaf_weight=22.193982607192158 0.065150394038940074 2.2515188858705137 0.078589143146135854 0.12434726324443091 0.097098601167090237 0.081358869411366608 0.19012214832332575 0.66083367423186956 0.0022621994482395777 0.010868131225009847 0.053984290618245723 16.93823608858392 1.0051867234054617 0.00977472657622247 0.013417953159660101 0.026718529782238321 0.015136691536099534 0.027749363340043409 0.060083760276138043 0.021616261434246553 2.2915646384931136 0.089418741460050355 0.062178080042940564 0.031502316014666576 0.017876263917059987 0.021413959208807398 2.7016631966511921 0.079468813317198794 0.13761988329214725 0.04715874233284012
leaf_count=1379 11 162 30 19 33 35 26 70 11 34 20 946 26 118 6 52 19 84 69 11 330 69 9 6 14 47 281 29 676 11
internal_value=-2.86455e-06 0.000499683 0.0287096 0.0465631 0.0107117 -0.000385365 -0.0199384 8.83777e-06 -0.00392348 -0.0470615 -0.0653706 0.000512669 0.00828587 0.0503854 -0.0801744 -0.0522412 0.0276807 -0.000194306 0.0032527 -0.000619962 -0.00674002 -0.0380304 -0.00180386 -0.0343131 0.000670298 0.0325281 0.0021156 0.0199322 -0.0067412 0.0338381
internal_weight=49.4079 21.3531 0.365185 0.300035 0.175688 28.0548 0.271481 20.9879 2.38368 0.132163 0.106158 18.6043 1.66602 0.0120369 0.0941208 0.0401365 0.0260048 27.7833 3.05374 24.7296 2.53557 0.244006 0.154587 0.0924088 0.0609065 0.0430302 2.99366 0.291997 0.212528 0.0749081
internal_count=4633 1557 93 82 63 3076 61 1464 422 260 207 1042 96 129 78 58 53 3015 1150 1865 486 156 87 78 72 58 1081 800 771 95
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=31
num_cat=0
split_feature=4 1 0 4 4 1 0 3 3 3 4 4 3 2 2 0 0 2 4 3 2 3 1 0 4 2 3 0 2 0
split_gain=0.00111933 0.00542212 0.0194023 0.00413233 0.00765004 0.00352695 0.00713924 0.0126503 0.00506136 0.0204638 0.0562868 0.0348922 0.00387369 0.00350361 0.00378505 0.00744614 0.00446776 0.00329421 0.0322115 0.0291896 0.00648004 0.0150826 0.003936 0.0122192 0.0517314 0.0610269 0.00850618 0.0366418 0.026049 0.0124049
threshold=40.542362378300005 61.821094709650005 85.431134011250023 40.722669576350008 40.621691032550004 62.057679025150001 85.968825637350008 0.093955000000000025 0.10990500000000002 0.13026500000000005 38.171717059500004 36.859113051050009 0.08846500000000003 -0.23557500000000001 -0.013285 76.535026057600007 67.058211147750015 0.075080000000000022 38.474425342400004 -0.08138999999999999 0.26056000000000007 0.09803000000000002 70.940344688150006 87.028078140750011 39.262923716450011 -0.059424999999999999 0.08729000000000002 90.60910437050002 -0.060989999999999996 93.308316333500017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 13 4 -3 6 -1 12 17 10 11 -10 -8 -2 15 -15 -16 22 20 -20 21 -19 23 -7 26 -26 29 -28 -29 -25
right_child=1 3 -4 -5 -6 8 7 -9 9 -11 -12 -13 -14 14 16 -17 -18 18 19 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.00031045254963187009 -0.065029259478540102 -0.0012280053433994494 -0.10121023192942338 6.235250172632653e-05 -0.014344552918764065 -0.0027680311307177012 0.0050577184169457081 0.014255666401404493 -0.059015102896897736 -0.00081093660714528094 -0.086116563545520608 0.06352756074956703 -0.0067671707294700116 -0.0088346127846923531 0.098144085710598086 0.06017579161875726 -0.10015878820446322 -0.054716811506171019 0.035861991782060891 -0.093658909464795034 0.0060594434721238915 0.022380492034296623 -0.00048488719124170746 -0.011519494768481216 -0.0013909393290171906 0.10017526713452354 0.056071100216028548 -0.03953191456839307 0.036006767794449591 0.0088557962351976747
leaf_weight=3.1910567476389646 0.007658052941684367 2.0299137684480537 0.024389246927292163 28.749632340235287 0.56938015113531637 1.5559891110677537 0.57498271486088037 1.1728162119397891 0.036693091460864191 1.1149470993221049 0.10548157234074829 0.063353977977889997 0.53461637455257005 0.050164136399175163 0.0014027069853482779 0.022714917389919265 0.0059785361570247608 0.058409564715147799 0.023217702524505057 0.069440625125441358 0.5542218356141928 0.044864951165436651 7.0151665466112201 0.59589787215142542 0.11090963779133745 0.12678801918809757 0.13856347413093306 0.121724557240668 0.073046296602115257 0.59933001670287922
leaf_count=269 85 26 14 2477 92 57 36 22 32 76 34 22 8 84 4 23 139 38 22 87 89 10 653 48 38 33 37 41 16 21
internal_value=-2.37328e-06 -0.000361445 -0.0222947 -0.000282869 -0.00410121 0.000629387 0.00274394 0.0070143 -0.000303389 -0.0061558 -0.0351505 0.018584 -0.000639636 -0.000402938 0.0057634 0.0126745 -0.062474 0.000393605 -0.00600504 -0.0612044 0.00177399 -0.0212239 0.000857935 0.0036934 0.00938561 0.0527845 0.0026369 0.0167626 -0.0112021 -0.0013026
internal_weight=49.3428 31.4612 0.112308 31.3489 2.59929 17.8815 5.47347 2.28242 12.408 1.32048 0.205529 0.100047 1.1096 0.0879183 0.0802603 0.0728791 0.00738124 11.0876 0.750155 0.0926583 0.657496 0.103275 10.3374 3.32225 1.76626 0.237698 1.52856 0.333334 0.194771 1.19523
internal_count=4633 2944 349 2595 118 1689 335 66 1354 164 88 54 44 335 250 107 143 1190 246 109 137 48 944 291 234 71 163 94 57 69
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=31
num_cat=0
split_feature=2 3 4 4 2 3 3 2 2 2 2 3 0 3 1 3 1 2 4 1 0 1 3 3 3 2 3 3 4 0
split_gain=0.00111684 0.00819375 0.0133188 0.00736712 0.0172339 0.00517567 0.0262298 0.0121446 0.0124151 0.00785432 0.00728136 0.0048948 0.026786 0.0174526 0.0137029 0.00623331 0.0509967 0.030049 0.0158789 0.00686743 0.00511234 0.00465838 0.00443982 0.00403105 0.0121206 0.0128334 0.0441339 0.0265381 0.0177151 0.0480728
threshold=-0.092084999999999986 0.18642000000000006 40.300545846000013 34.424709467050008 -0.117885 0.093745000000000023 0.097005000000000022 -0.11051999999999999 -0.26416999999999996 -0.60723499999999997 -0.11963999999999998 0.083555000000000032 91.109157582800023 0.076615000000000016 72.04530097975001 0.086075000000000026 71.658163008950012 -0.14510999999999999 43.384297312450009 62.907231794400012 93.72771580185001 75.28220456885002 -0.25843999999999995 0.083395000000000011 0.092015000000000027 0.04932000000000001 0.085235000000000019 0.083905000000000021 40.330620469300008 88.122280599850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 11 7 8 9 -7 -8 12 -5 14 20 16 17 18 -13 -19 -14 -17 -16 -2 25 26 27 -25 29 -28
right_child=23 2 -4 5 -6 6 10 -9 -10 -11 -12 15 13 -15 22 21 -18 19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.069656336011052256 0.0012839024183654011 -0.0088375494224003127 0.060334991984657832 6.2421409012797092e-05 0.083369992857195388 -0.08574220005960366 0.0022030385014190994 -0.002160844540652177 -0.10217525563767833 0.0065429942942002873 -0.010213951184980689 0.034163964022371943 0.0026314399346776787 -0.085215823707308833 -0.056818574902594711 0.00057258867889417966 0.00067104863768578952 0.055494668597471666 -0.10210855304738811 0.098228447263725913 -0.10035908914368318 0.0098343211359585708 0.033039626368779718 -0.099557846307229345 0.00043894087206389437 0.0011393236127256185 -0.10148998441784925 -0.024239199498747015 -0.0040463579775164094 -0.0026283400691310493
leaf_weight=0.0098938160195178315 11.344873246034398 0.052599169411608027 0.059123703365912661 2.7208775343977645 0.02873183141966934 0.014471563468759996 1.6985452216688706 0.040459833621527053 0.048687680053440374 0.025425545362280033 0.65413132785603756 0.019280075510636041 0.0066078149094154206 0.06119043872897989 0.0063996372962371586 5.3880034597017019 1.0288222583364905 0.074633914591686334 0.015365231648971189 0.075797217679792084 0.017811593074334553 0.60393470177902653 0.039052547682057792 0.07727192975412922 17.756699657493911 2.7146679007441818 0.070252431656456726 0.11855243485547362 4.361560017485516 0.1640290961898167
leaf_count=176 864 29 19 460 30 7 147 20 32 49 85 16 19 450 47 203 50 23 60 17 55 76 196 17 718 211 22 38 402 95
internal_value=-1.76374e-06 0.000806663 0.0277685 0.000567179 0.0441729 0.00043286 -0.00365709 -0.0475538 -0.0682864 -0.0269309 -0.00124935 0.00144204 -0.00206458 -0.0462216 -0.0120722 0.0028299 0.00936436 0.0576896 -0.026273 0.0770268 -0.0724902 0.00150609 0.0203877 -0.000281999 -0.000985198 -0.00435409 -0.00746632 -0.0539598 -0.00548528 -0.0322733
internal_weight=49.2978 12.6898 0.111723 12.5781 0.0386256 12.5395 2.48172 0.129045 0.0885848 0.0398971 2.35268 10.0578 2.85194 0.131062 0.0698716 7.20584 1.2139 0.185076 0.0346453 0.150431 0.0244194 5.99194 0.0454522 36.6079 25.263 7.50633 4.79167 0.195824 4.59584 0.234282
internal_count=4633 2266 48 2218 206 2012 340 108 88 56 232 1672 1227 767 317 445 166 116 76 40 74 279 243 2367 1503 785 574 55 519 117
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=31
num_cat=0
split_feature=1 1 4 3 2 2 0 1 1 1 3 1 3 2 2 1 1 2 2 3 2 2 4 3 2 2 2 1 1 3
split_gain=0.00111281 0.00758606 0.0135352 0.00444752 0.0458794 0.0291816 0.0294694 0.0137304 0.0108877 0.00805331 0.0123386 0.00654375 0.0218238 0.0175794 0.0117395 0.00633871 0.0134556 0.00499454 0.00407852 0.00410671 0.00364372 0.00614114 0.00944331 0.00358584 0.00347241 0.00970224 0.00334205 0.0105385 0.00743398 0.0102864
threshold=62.041548276350007 62.020040611300011 41.909642283050012 0.087795000000000026 -0.043559999999999995 -0.016014999999999998 86.208098410950015 61.821094709650005 61.966271448700006 61.987779113750001 0.083395000000000011 61.93938686740001 0.07771500000000002 -0.06828999999999999 -0.11963999999999998 61.93938686740001 61.923256118600001 -0.077085000000000001 -0.13734499999999997 -0.10978499999999999 -0.23265499999999997 -0.23353499999999996 48.96897326980001 0.43380000000000013 -0.086800000000000002 -0.064729999999999996 -0.25105499999999997 62.907231794400012 63.910026677050006 0.12376500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 -6 7 -7 15 10 11 12 13 14 18 16 -5 -11 19 20 21 22 -1 26 -10 -26 27 -2 -29 -30
right_child=23 2 -4 8 5 6 -8 -9 24 17 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.023218443317547376 -0.072971177972006016 0.016830810721384062 -0.00046127286392142809 0.0016571754515276637 0.093344346620428731 0.047338273276381508 0.078903422878113999 -0.10159965254442441 -0.0024747045110082486 0.001521320274277911 -0.034100553023369902 -0.0036320833826219744 0.093591628728037168 0.10010025790413482 -0.10033274408509091 0.0078507191831927361 -0.01401441868878847 0.01310145853245416 0.074187799711884161 -0.080564546620653946 -0.06495594243015812 0.060856942063710368 -0.10016393080846225 -0.0081715426887035616 -0.018855301442889959 -0.0033455240610446319 -0.00011262749138918565 0.10008619462404088 -0.00032056597021545982 -0.10039253220583214
leaf_weight=0.01865168659659287 0.025863501281494394 0.77112910503001941 1.0960368139385535 4.3053315207764893 0.089363174893776431 0.0083993936084704179 0.027434221934527159 0.023528627597642071 1.5729976420466303 1.067130946360727 0.12769102026454948 1.5283716294685765 0.030574233566667885 0.013900461141020545 0.015355856248788768 1.1697027419122603 0.62775041930217401 0.57213668125041284 0.0061815266963094464 0.0074525914850852434 0.0075993351743410672 0.015383625403046611 0.0092943792193764807 0.57135885183541901 0.63161549478536461 1.1159279369935573 33.646986617985789 0.0065984051907435051 0.12387651977887892 0.011200325501704356
leaf_count=91 11 37 45 182 19 143 6 12 27 55 31 99 21 5 11 25 20 9 4 90 67 6 16 44 25 28 3016 4 473 11
internal_value=-3.03335e-06 0.000720112 0.00668026 -0.000136475 0.0028702 0.0572418 0.00289353 -0.0624181 -0.00127505 0.000505556 -0.00415085 -0.00183697 0.0202188 -0.00369216 -0.021745 0.00123225 -0.000337085 0.00556302 -0.00305346 -0.0112319 -0.00108622 0.0101155 -0.0178164 -0.000315521 -0.00588319 -0.00895123 -0.000182779 -0.0142714 -0.00355553 -0.00861835
internal_weight=49.2448 14.8589 1.86717 12.9918 3.56845 0.148725 0.0593622 0.031928 9.42333 3.41972 1.78046 1.65277 0.124394 0.0938195 0.079919 6.10278 4.93308 1.63927 0.0645631 0.0583816 0.050929 0.0433297 0.0279461 34.3859 3.32054 1.74754 33.8145 0.167539 0.141675 0.135077
internal_count=4633 1074 82 992 685 180 161 155 307 505 441 410 311 290 285 227 202 64 274 270 180 113 107 3559 80 53 3515 499 488 484
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=31
num_cat=0
split_feature=2 3 2 0 0 2 0 2 3 3 0 2 3 3 4 4 4 0 1 4 4 3 2 2 2 3 3 4 2 4
split_gain=0.00102332 0.00533928 0.013471 0.00325948 0.013521 0.00631226 0.00584082 0.00660882 0.00300002 0.0100956 0.0090438 0.0468033 0.0286633 0.044996 0.0244241 0.0161036 0.0116226 0.0113409 0.0108937 0.0829928 0.0240645 0.00669512 0.0135812 0.00777378 0.0174081 0.0607981 0.0343301 0.00694152 0.0204053 0.00653845
threshold=-0.092084999999999986 0.13445500000000005 -0.14008999999999996 85.705356740550016 85.307464937250003 -0.10771499999999999 71.096275259750016 -0.117885 0.083395000000000011 0.091510000000000022 96.324766355850002 -0.017745 0.086375000000000021 0.088145000000000015 41.289992964000007 39.476991512000005 42.498713093000006 89.057864029250013 61.907125369850007 43.182896969600009 42.783136484500005 0.082535000000000011 -0.082404999999999992 -0.087660000000000002 -0.07490999999999999 -0.222165 0.050735000000000009 42.431220712750012 -0.078549999999999995 36.377496227400009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8 21 10 11 14 -13 -14 15 -10 -16 -15 -18 20 -20 23 -23 -2 25 -25 -27 -28 -29 -11
right_child=8 2 -4 -5 -6 -7 7 -9 9 29 -12 12 13 17 16 -17 18 -19 19 -21 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.1002181708213466 0.011477250051234199 -0.016471993975332937 0.053292073859100821 0.00074833512541810541 -0.10026952053763737 -0.055318326614228364 0.0044313489396394061 0.10007602951125193 -0.0033561128855401261 -0.010075278837901594 -0.00059330982933927822 -0.098468807667314223 0.034453690603715025 -0.10129352614752074 0.0048109710635058471 -0.058371553904926779 0.0028872393055325977 -0.035906562586985331 -0.036220061026972936 0.0034982243474481639 -0.10232913940059969 -0.0037773355428499093 0.017342973985612666 -0.0020227157798503185 0.0011804996328747166 0.0053724875081456605 -0.10354582673891131 -0.10099269061590532 0.064082707524550198 0.00062529775644658628
leaf_weight=0.0048487735992578931 0.57941037820714214 0.049563758458695872 0.062681592220418803 12.40203285568538 0.016295041187490256 0.0194788811513536 0.088099995828512578 0.0078697408898733556 0.088637898810703386 0.58948663548638691 3.2442630697272898 0.080337455407574754 0.072075411870230255 0.051981998710871835 1.3267175944183693 0.13309768083854578 0.52814635168760993 0.054165307631024007 0.11431677107339056 0.61120193440865478 0.10622893493746233 0.54453562325647908 0.69059908998328257 1.0220453707547106 8.301263464424089 0.052010369138085433 0.10076729871798307 0.025448566739214473 0.010610301047563664 18.240168176849487
leaf_count=94 33 34 20 1626 62 21 403 6 30 103 337 69 45 31 94 24 4 26 20 31 40 18 30 22 651 29 12 11 58 649
internal_value=-1.72293e-06 0.000773504 0.0224866 0.000579129 -0.0147841 -0.00320456 0.00686421 0.0122744 -0.00026992 -0.000876676 -0.0043041 -0.00810553 -0.0488776 -0.0265234 -0.00448078 -0.0363794 -0.00184808 -0.0679276 -0.00834467 -0.0154768 -0.0680624 0.0010822 0.00803163 0.000231637 -0.000453363 -0.0116544 -0.0637842 -0.0900721 -0.0524193 0.000290302
internal_weight=49.2184 12.6509 0.112245 12.5386 0.136592 0.120297 0.100819 0.0959697 36.5675 25.2408 6.41117 3.16691 0.25856 0.178223 2.90835 0.221736 2.68661 0.106147 1.35989 0.831748 0.220546 11.3267 1.23513 10.0916 9.51215 1.21088 0.188837 0.136826 0.0360589 18.8297
internal_count=4633 2266 54 2212 586 524 503 409 2367 1503 751 414 171 102 243 54 189 57 95 91 60 864 48 816 783 132 110 81 69 752
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=31
num_cat=0
split_feature=1 0 3 3 3 3 1 3 3 2 2 0 2 0 2 1 0 2 2 2 0 1 1 0 2 2 2 2 4 4
split_gain=0.00118105 0.0565871 0.029001 0.0142308 0.0135881 0.0170265 0.00737601 0.00679913 0.0190397 0.00845589 0.010169 0.00930836 0.00597933 0.00464564 0.00442008 0.00514665 0.00430018 0.0223063 0.0475926 0.0215771 0.00691226 0.0586801 0.0335087 0.0330389 0.0485584 0.0181155 0.0198129 0.0146993 0.00908567 0.0192297
threshold=71.053259929650025 95.988709089550014 0.082685000000000022 0.082535000000000011 -0.089139999999999997 -0.222165 70.816675614150014 -0.098985000000000004 -0.10978499999999999 -0.022394999999999998 0.63131000000000015 100.69082235970002 -0.117885 104.61328277200001 -0.045684999999999996 89.541786492700012 94.109476856350014 -0.047144999999999999 -0.10040499999999999 -0.102645 90.321439350550008 66.859265246100009 68.20618276945001 90.767723400200012 -0.051199999999999996 -0.016014999999999998 0.12419000000000002 -0.040509999999999997 38.238138001450004 39.476991512000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 16 8 9 11 -11 -3 -6 -13 15 -15 20 18 19 -18 -1 23 27 -22 -25 28 -27 -23 -24 -30
right_child=1 7 -4 -5 12 -7 -8 -9 -10 10 -12 13 -14 14 -16 -17 17 -19 -20 -21 21 22 25 24 -26 26 -28 -29 29 -31
leaf_value=-1.1811243715274459e-05 -0.05473543728561564 0.062134294125644966 -0.10038633680492381 0.1003138697585637 0.027495952776080398 0.068105867304721388 0.011065249406786111 -0.00027912827857553489 0.092994474332367127 -0.10020715928649265 0.023132946808832405 -0.083212725072728547 -0.10055107676138274 0.016713929753991347 0.10005208876262382 -0.10014466996713584 -0.028809134029245634 0.00065510174626763574 -0.10059799813603643 0.1007610849627691 0.087283137341768124 -0.087756448475163215 0.0024169433280206796 0.076169728936770861 -0.036987630280656415 -0.056402965371091345 0.011399305979991338 -0.01041644210344194 -0.0050965885142879221 0.055250804286306146
leaf_weight=31.020492635740666 0.023899643945441085 0.028940052644031766 0.083182863028895326 0.0091693224385380745 0.0042292921128801444 0.021374455720625463 0.62777304075895202 15.194095938345805 0.029755808213423829 0.015202868788275037 0.011930067295907065 0.0078364150656824449 0.026478999907294631 0.014217874798393204 0.0040991056594066313 0.0051281441085246895 0.030837063995996061 0.56943885275177208 0.069759791252707259 0.022036964073777199 0.1221753200807133 0.062827174473341074 0.55928568320086913 0.073058154037425993 0.078853520072925676 0.097885867013246863 0.077001223020488396 0.040362130765003945 0.10010782111203298 0.11174174085510913
leaf_count=1832 39 31 172 1 118 29 35 1606 12 94 12 21 29 45 3 76 53 56 63 1 42 41 30 25 25 16 32 38 24 32
internal_value=-5.14164e-06 -0.000728083 -0.0583911 -0.0173669 -0.0315683 0.00325944 0.000327289 -9.41239e-05 0.0239087 0.000375778 -0.0459758 0.0212596 -0.0829158 -0.0165556 0.00572419 -0.0142624 0.000123237 -0.00767633 -0.0463625 0.0251935 0.000290128 0.00736812 -0.00339478 0.0485687 0.0174326 0.00250743 -0.0265502 -0.0575052 0.00909746 0.0267341
internal_weight=49.1432 15.4795 0.168335 0.0851517 0.0759824 0.0452741 33.6636 15.3112 0.11711 0.0873545 0.0271329 0.0602216 0.0307083 0.0312815 0.0234451 0.019346 33.0359 0.692073 0.122634 0.052874 32.3438 1.3233 1.04921 0.274087 0.151912 0.946022 0.174887 0.103189 0.771135 0.21185
internal_count=4633 2288 388 216 215 68 2345 1900 294 282 106 176 147 145 124 121 2310 173 117 54 2137 305 213 92 50 134 48 79 86 56
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 1 1 3 3 1 1 2 2 3 3 2 1 3 3 3 3 0 0 3 3 1 2 2 1 2
split_gain=0.00104243 0.00495689 0.0135161 0.0400044 0.0261539 0.0125261 0.00667912 0.0247181 0.0178596 0.0223023 0.00610292 0.0387821 0.0182836 0.00526741 0.0148181 0.00712917 0.00461165 0.0259486 0.0352223 0.00449221 0.00435961 0.00408068 0.0105336 0.00389639 0.00443811 0.00528287 0.00480485 0.00226175 0.00216137 0.003415
threshold=97.886760529650019 101.11291028615001 100.19345760555002 -0.027754999999999998 -0.0309 79.728914316550018 78.962703749400006 0.091705000000000023 0.087700000000000014 78.381996793250025 72.62331947780001 -0.072755 0.075080000000000022 0.078655000000000017 0.070640000000000022 -0.088880000000000001 75.499969677400017 0.092895000000000019 0.082685000000000022 -0.225495 0.074735000000000024 99.88966183685001 99.198728097250012 -0.098985000000000004 -0.22831499999999999 90.937096262400004 -0.16262999999999997 -0.21563499999999999 81.011308844800013 0.067985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 10 4 5 -4 7 8 9 -3 -2 21 -13 14 23 20 -1 18 19 -18 -16 22 -12 24 26 -26 27 -8 29 -15
right_child=1 6 3 -5 -6 -7 13 -9 -10 -11 11 12 -14 28 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.5290054188854503e-05 0.0018519139303658245 -0.10064940711393584 -0.087920627693787362 -0.092839750292943835 0.10084518652174904 0.033477321823091016 -0.036953612825107132 -0.039081851225564707 0.080812487442938896 0.067675866235404711 -0.038477157464406268 -0.10089062302718339 -0.018112332201071068 -0.010169305157661502 0.066558541637624161 0.085307857177804383 0.023819279900087025 -0.00064360953949196928 0.075938493237555041 -0.1003038878223822 -0.10002362608606097 0.0031269029542271721 0.016520708704572683 -0.10009228754774693 0.045743087718074227 -0.058358642830084073 -0.10014860890062789 0.09970507620935537 0.00094281067756562045 0.0013603700738395843
leaf_weight=42.628921891926119 1.0238334788853638 0.014758987425026127 0.019277753328701408 0.063233036873498238 0.024431409314274788 0.015202109574602218 0.002654745538610559 0.044963617050882476 0.064713051569924573 0.016867002612443116 0.08470461847744537 0.061997094067976488 0.046843190569006765 0.51955815664759064 0.0027308128376439802 0.034904292574978513 0.0036420823441858366 0.54309641642248607 0.096148941323804138 0.014621234897062574 0.0036992567514089192 0.52971311027249612 0.059138042095467469 0.0049101466033479859 0.018845456199017008 0.006575719430748527 0.0081200399026948328 0.0022270259064498523 2.6195753405376272 0.50814965213305641
leaf_count=2745 33 44 34 34 1 14 42 36 24 30 45 52 29 71 28 41 17 20 43 78 167 14 45 43 37 41 90 3 724 8
internal_value=-5.22887e-06 -0.00126397 -0.00540656 -0.0376009 0.0216903 -0.0343965 0.000798496 0.0221395 0.0507129 -0.010877 -0.00322946 -0.00987888 -0.0652641 -9.53653e-06 0.0246484 0.0674827 0.000163479 0.00847449 0.0517566 -0.0755512 -0.0292772 -0.000929142 -0.0158659 -0.0162101 -0.00549067 0.018815 -0.0530132 0.025389 -0.000581943 -0.00446846
internal_weight=49.0881 5.80163 1.92837 0.122144 0.0589113 0.0344799 3.87325 0.141303 0.096339 0.031626 1.80623 0.782396 0.10884 3.73195 0.0846675 0.0413344 43.2864 0.657509 0.114412 0.0182633 0.00643007 0.673556 0.143843 0.0433331 0.038423 0.0254212 0.0130018 0.00488177 3.64728 1.02771
internal_count=4633 1730 301 83 49 48 1429 134 98 74 218 185 81 1295 492 236 2903 158 138 95 195 104 90 256 213 78 135 45 803 79
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=31
num_cat=0
split_feature=4 1 0 4 4 1 1 0 3 4 1 0 4 1 3 4 0 0 2 3 1 0 1 3 4 2 3 3 3 1
split_gain=0.00100101 0.0047505 0.0174083 0.00360558 0.00792097 0.00337326 0.00319957 0.00621727 0.0133458 0.00389996 0.00472313 0.00341165 0.00424552 0.00333788 0.00683385 0.0195306 0.0103348 0.00602024 0.0245401 0.0272853 0.0049959 0.0311648 0.00470318 0.00652917 0.0399109 0.0181519 0.00369888 0.00318723 0.00507133 0.00934468
threshold=40.542362378300005 61.821094709650005 85.431134011250023 40.722669576350008 40.621691032550004 55.782817748650011 62.057679025150001 85.823648898300021 0.095830000000000012 40.250747516500006 61.821094709650005 86.538778761000017 40.300545846000013 69.999384342500022 -0.10696499999999999 37.817254840650008 96.978061681550017 94.770837556450019 -0.059424999999999999 0.091705000000000023 68.20618276945001 93.308316333500017 71.053259929650025 0.098510000000000028 37.817254840650008 -0.0309 0.09803000000000002 0.088145000000000015 0.090235000000000024 71.830224329350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 4 -3 -2 7 9 -9 10 -1 12 -8 20 15 -15 -17 18 19 -16 -13 -22 -19 26 -25 -26 -24 -5 29 -29
right_child=1 3 -4 27 -6 -7 11 8 -10 -11 -12 13 -14 14 17 16 -18 22 -20 -21 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.00015934045848732423 -0.056876882840180581 -0.00093323390056070728 -0.1011036724059487 0.001098592119838376 -0.014335492463924675 0.0066338594571841479 -0.011184260061941084 0.00060732836565536175 0.013800777060437973 0.0056193481228583968 -0.011185983815272416 0.0019993304052906605 0.0012001146895412134 -0.06453592215614011 -0.0060150195081034715 0.088383843403983031 -0.0026056577393163893 0.0084168170837006836 -0.0014852140616392678 -0.100854091488953 -0.019520628911088161 0.055948707805280329 -0.00062821112291825765 0.0024327617973927398 -0.10178963748309507 -0.029721474227315227 0.0080604933520577998 -0.014361912726592693 -0.000181346973707425 -0.00083023872289263395
leaf_weight=0.94978297030989633 0.0094446233301409555 2.0303147588978194 0.021810228503248652 14.392604911366602 0.56334089542146148 0.073015044529819217 0.61040412778540687 2.1627756518818164 1.1877638280857352 0.54399953762163011 0.59795683012509238 2.5343989508720592 0.50650266432194258 0.016908615188582554 0.064408688918575763 0.037445972469868138 0.01872539642005222 0.58535525377374131 0.60613728764291153 0.057344007636075389 0.11081054614623997 0.10809169685308007 5.8066739664369456 0.55489401046862052 0.054190586147267794 0.098427940855774665 0.53511074416101134 0.76250217437298262 11.907370959604458 1.5432159886758112
leaf_count=182 191 26 14 1654 92 144 65 55 26 12 60 200 7 108 40 6 65 19 42 39 29 35 486 105 61 33 14 88 615 120
internal_value=-5.12667e-06 -0.000345277 -0.0216544 -0.000274061 -0.0038442 -0.000640424 0.000594821 0.00261381 0.0052844 -0.00166391 -0.00422383 -0.000298083 -0.00556811 0.000227985 -0.00075877 0.0296882 0.0580514 -0.00102485 -0.00971444 -0.050683 0.00325122 0.0177454 -0.000196377 -0.000911594 -0.0100232 -0.0553109 0.000104929 4.96408e-05 -0.00101256 -0.00530517
internal_weight=49.0517 31.3036 0.10427 31.1993 2.59366 0.0824597 17.7481 5.44228 3.35054 2.09174 1.54774 12.3058 1.11691 11.1889 8.43562 0.07308 0.0561714 8.36254 0.72789 0.121753 2.7533 0.218902 7.63465 7.0493 0.707513 0.152619 6.34178 28.6057 14.2131 2.30572
internal_count=4633 2944 349 2595 118 335 1689 335 81 254 242 1354 72 1282 1018 179 71 839 121 79 264 64 718 699 199 94 500 2477 823 208
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 3 4 1 4 2 0 1 0 3 4 4 0 2 0 3 3 3 1 0 4 3 0 3 3 2
split_gain=0.000915967 0.00753137 0.0106067 0.00380152 0.0070072 0.00964229 0.0343991 0.0231312 0.0137788 0.0111353 0.0187699 0.0377702 0.085083 0.00690691 0.00501583 0.00695275 0.0112197 0.00367829 0.00364626 0.00262355 0.00318986 0.0156084 0.00768824 0.0062669 0.00526203 0.0122429 0.0139065 0.00514981 0.00714791 0.0145012
threshold=62.041548276350007 62.020040611300011 41.909642283050012 40.518963363600001 42.844429421150004 0.084365000000000009 41.289992964000007 61.987779113750001 40.767054867700004 -0.086800000000000002 86.538778761000017 61.987779113750001 85.683849075550015 0.090465000000000031 40.148327922700012 39.656620114300004 85.823648898300021 -0.09715 85.931187223550012 0.43380000000000013 0.10336500000000003 0.10214000000000002 62.079186690200011 87.842680954300008 34.424709467050008 0.096915000000000015 97.789976036950009 0.10526500000000003 0.11296500000000002 -0.071969999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 14 5 6 7 8 -5 18 11 12 -11 -6 15 16 -1 -4 -7 20 21 24 -22 -24 25 26 -2 -25 29 -29
right_child=19 2 17 4 13 9 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=-0.0013294595093362536 0.063751931156149036 0.015693213998324625 0.006331586410232075 -0.10084642090043471 7.7704739189965653e-05 0.0008716123619458868 -0.0001054638195806175 0.10045735339822069 0.071884489623672956 0.026552347647203961 -0.0018710352382448161 -0.0075494028220725795 -0.091938213266090904 0.012623750886705816 0.007860603448428918 -0.0066297180035550423 0.01446777385361183 -0.0052468996871884773 -0.0060198450479670429 -0.0070067018498499766 0.012593851414329749 -0.01641796712926185 -0.0083426803107838569 0.010715727293670324 -0.00031617827170859103 -0.082101364842355085 -0.10011406049998056 -7.7495279948019264e-05 0.0029637306896620717 -0.033314181131542671
leaf_weight=1.5034776481091716 0.048447849314518843 0.75941973469840363 0.52890204187133338 0.010730964332649751 1.6916937105687151 2.5735982214446271 0.58204785605871034 0.060208943075849675 0.008107160668259894 0.091028357314087649 1.1225851458730174 0.61081293179267959 0.18129181170752418 0.59248673961008069 1.1544677637621132 1.0214357473670359 0.64139024983160187 0.5701393366580304 1.0941766350879332 0.57172250763357979 0.6136826933507108 0.61029737107064974 0.65993861195920533 0.60014415658119347 27.612477734948811 0.0086136494522051077 0.0057988072058491316 0.52979190878782734 2.7844204335150335 0.17451055242455971
leaf_count=224 45 37 13 71 271 62 101 18 22 26 33 21 28 31 29 23 20 32 12 44 18 33 51 31 2887 19 163 53 157 58
internal_value=-5.15042e-06 0.000652205 0.00660496 -0.000202768 -0.00141637 -0.00312858 0.00830084 0.0701991 -0.0265101 -0.00446037 -0.0104513 -0.0213579 -0.0523304 0.00333199 0.00221804 0.000160706 0.00339446 0.000325124 -0.00118426 -0.000289417 -0.000175282 -0.000599223 0.00206089 0.000699726 -0.000250387 0.0286494 0.0462351 0.00215916 0.000687226 -0.00831281
internal_weight=49.0178 14.798 1.85846 12.9395 8.61877 6.33459 0.661095 0.0790471 0.0188381 5.67349 2.00572 0.883133 0.27232 2.28418 4.32077 3.1663 2.14487 1.09904 3.66777 34.2198 33.6481 28.2856 5.36249 4.74881 27.6753 0.0628603 0.0542467 4.08887 3.48872 0.704302
internal_count=4633 1074 82 992 696 394 212 111 93 182 108 75 54 302 296 267 244 45 74 3559 3515 3147 368 350 3114 227 208 299 268 111
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=31
num_cat=0
split_feature=2 0 3 0 0 3 2 3 0 1 4 2 1 1 1 1 3 3 2 0 0 2 3 4 1 0 3 4 2 0
split_gain=0.00129856 0.00714468 0.0160082 0.00126088 0.00448165 0.032762 0.0242838 0.0244854 0.0048477 0.00482147 0.0154274 0.0127837 0.00718614 0.00796502 0.00468372 0.00415816 0.0227188 0.0306774 0.00481032 0.00392355 0.00420708 0.00662949 0.00362172 0.00319878 0.00308337 0.00266025 0.00260464 0.00332946 0.00295734 0.00395767
threshold=0.28423000000000004 100.53758024625002 0.094595000000000026 97.886760529650019 99.647700605050019 0.11296500000000002 -0.14314999999999997 0.088755000000000014 98.230883170350012 81.339300736700025 44.749265482150008 -0.085550000000000001 86.751166953300014 87.143681840350013 83.75622459600001 75.499969677400017 0.092895000000000019 0.082685000000000022 -0.15580499999999997 113.32926403090002 105.7585659356 -0.15962499999999999 -0.225495 38.621016321050007 82.49264927465002 100.35207663525001 0.10020000000000003 42.580420142950011 0.23643500000000003 102.75018128760001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 15 5 6 7 -5 -8 23 11 14 -13 -14 24 -1 17 18 -17 20 21 -12 -16 -6 -11 -25 27 28 29 -27
right_child=1 -3 -4 4 9 -7 8 -9 -10 10 19 12 13 -15 22 16 -18 -19 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-5.820983383568267e-06 -0.019949581674619889 0.00053678605786334859 0.073911447247959297 0.067300925090540101 -0.0070881978376320064 0.0012496037177448076 -0.053497060996017226 -0.10025665575655147 -0.10131798134729075 -0.054783506269533037 0.10001531407502816 -0.10033293601082507 0.09216114024736527 -0.10007825687569721 0.022927634963367121 0.035002914577697226 -0.00031156342823275541 0.072943765622054055 -0.10026298626766011 -0.017470777569300062 0.063718901878284703 -0.10017875173917919 -0.10008278741832376 0.0073735068184330125 0.049503886425012938 0.012040002268408692 -0.006192502467355197 -0.003170051694991283 -0.0021883344463275007 0.00034148798769989953
leaf_weight=42.506003978333027 0.031809386580480381 0.53082234938716777 0.042379469569823414 0.026062737374090261 0.53284253706213647 0.57697331711278821 0.034231419693927623 0.01310729710590941 0.055676961704762107 0.0034325102680695099 0.0026731910184025764 0.037050393230643297 0.0045413685114716884 0.0041020523489421756 0.0039071293428641907 0.0032610889365969334 0.53841050151322634 0.090927874464796332 0.013564735198982159 0.014872767345252669 0.025171208273718548 0.0043393142073284699 0.0061782647304082783 0.58745403848621469 0.016288177610505272 0.65163016056431 0.55280642152956705 1.0223672436586282 0.52418103598756705 0.51992175067425705
leaf_count=2694 33 109 34 38 94 29 14 25 42 30 6 120 6 220 53 7 16 42 88 120 64 52 312 48 88 54 27 119 11 38
internal_value=-4.77245e-06 0.00459939 0.0336674 -6.23589e-05 -0.00153032 -0.00893903 -0.0544817 0.0112319 -0.0831108 -0.000371433 -0.0199348 -0.0479449 -0.0811787 0.000926884 0.00300363 0.00011521 0.00807686 0.0499911 -0.0740465 0.025006 0.0446355 -0.0238641 -0.052428 0.000174572 0.031352 0.00117757 6.47772e-05 0.00133738 0.00405494 0.00684833
internal_weight=48.977 0.605011 0.0741889 48.372 5.21981 0.706052 0.129078 0.03917 0.0899084 4.51376 0.122556 0.0754999 0.0456938 0.00864342 0.0298061 43.1522 0.646164 0.107754 0.0168258 0.0470565 0.0321837 0.00701251 0.0100854 4.3912 0.0197207 3.85836 3.27091 2.7181 1.69573 1.17155
internal_count=4633 176 67 4457 1610 148 119 63 56 1462 1071 829 346 226 483 2847 153 137 95 242 122 58 365 391 118 297 249 222 103 92
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=31
num_cat=0
split_feature=1 3 4 0 3 1 3 3 0 4 3 4 3 0 3 0 3 3 2 0 0 4 2 3 3 3 2 0 3 4
split_gain=0.00121691 0.00389724 0.00374259 0.0270276 0.0117745 0.00878425 0.00548966 0.00604181 0.00295365 0.00283669 0.00408441 0.00970287 0.00165426 0.00656678 0.00587354 0.0181543 0.00337531 0.0148648 0.00912842 0.0543101 0.00886251 0.0587248 0.0179598 0.00581123 0.00370459 0.0042119 0.0127966 0.0720855 0.00851629 0.00559162
threshold=61.885617704800005 0.11071500000000002 41.600558339100012 85.431134011250023 0.08574500000000003 61.821094709650005 -1.0000000180025095e-35 -0.15544999999999998 85.216057360850016 48.96897326980001 -0.23921499999999998 48.914776625700007 0.11636500000000001 87.380266155850009 0.42293500000000012 85.799452775150016 0.10646500000000002 0.10487000000000003 -0.08725999999999999 86.538778761000017 87.727077254650013 38.324118171300007 -0.021344999999999999 0.10336500000000003 0.10214000000000002 0.096480000000000024 -0.064729999999999996 94.300357383600002 0.09557000000000003 41.243661560350013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 7 9 -1 10 11 -4 16 14 15 -14 17 23 -18 -20 -21 -22 -23 24 25 28 29 -28 -2 -27
right_child=12 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 18 -19 19 20 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0018579572032633611 5.5145483235431823e-06 0.009331646257310441 -0.10023469188894694 -0.10099332502987149 0.060489732462759849 -0.10125400271438352 0.078095787511983386 -0.10009967732165773 0.0049924299437925897 -0.021988505375727645 0.078546044278611712 0.10007508152170286 -0.00063467548058236027 0.0013624549017589344 0.00058788105927419715 -0.021741109763387508 -0.0010146806789293938 -0.015713592243027201 0.059671577266260538 0.0063476698647219115 0.060098698406530454 -0.089205269986904728 -0.019687417833961943 0.0087065548667044496 -0.0075175492645311653 0.0012877863886815099 0.074130449061049639 -0.0017372813964877361 -0.012419014867355988 -0.017245580757957339
leaf_weight=1.4640338042665058 32.494642264031427 0.57514190432868861 0.0056245200629643204 0.029134312010860697 0.030340026359596095 0.009972863132134191 0.0078607856839876256 0.0067054339112388997 1.1040408399076111 0.022286219835280008 0.0091865999007012551 0.0042420647805556655 1.0429879932675068 3.2589785409544536 1.0610088917892424 0.66886394229732093 1.5718175332710371 0.60319507390056415 0.18701365810602677 0.53558407863602042 0.067027008242959152 0.070574336992649589 0.07849849541305598 0.77043540548304079 0.65590307853764684 1.1425194536146297 0.1611499170231826 0.56197342941827344 0.56121235039327544 0.18983969001953926
leaf_count=214 3221 35 88 16 34 2 26 96 27 17 22 2 23 169 14 34 55 43 28 6 36 12 32 41 37 97 40 50 46 70
internal_value=-4.82499e-06 0.00185917 0.000263529 -0.0166086 0.0089425 -0.0147973 0.000625444 -0.0120498 0.00108709 0.00223233 0.0305631 -0.014113 -0.000138191 -0.00168105 -0.00525813 -0.00888149 9.6512e-05 -0.000143362 0.00364524 0.0114481 -0.000549551 -0.0176437 -0.0525987 0.000113685 -7.14078e-05 6.76911e-05 0.00445989 0.01517 -0.000205425 -0.00135292
internal_weight=48.9518 3.26857 2.69343 0.125353 0.0962185 0.0658785 0.0559056 0.0480448 2.56807 0.0413394 0.0190532 0.00986658 45.6832 6.03184 2.77286 1.71185 39.6514 37.1409 2.51052 0.938698 0.751684 0.2161 0.149073 36.5377 35.7672 35.1113 2.05548 0.723123 33.0559 1.33236
internal_count=4633 579 544 303 287 253 251 225 241 129 112 90 4054 240 71 57 3814 3645 169 114 86 80 44 3602 3561 3524 257 90 3267 167
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 0 3 2 2 3 1 1 3 3 2 1 2 0 2 4 0 0 2 1 0 2 3 1 2 2
split_gain=0.00134535 0.00548402 0.0152057 0.00112598 0.00986747 0.0037524 0.0290083 0.0213471 0.0134491 0.0109476 0.00543113 0.00346009 0.0203783 0.0303891 0.00490277 0.00315057 0.0132694 0.0174673 0.00500786 0.00578289 0.00639921 0.00417439 0.00310868 0.00448315 0.00385564 0.00333538 0.00282668 0.00274059 0.00638617 0.00270887
threshold=0.28423000000000004 100.53758024625002 93.910530954700008 97.886760529650019 -0.61402999999999996 99.647700605050019 0.11296500000000002 -0.14314999999999997 -0.14510999999999999 0.088755000000000014 77.094225348750015 75.499969677400017 0.090235000000000024 0.082685000000000022 -0.18437499999999998 81.339300736700025 -0.085550000000000001 106.56510337475001 -0.047144999999999999 44.749265482150008 107.84480944480002 114.09278614000002 -0.088880000000000001 83.116371560950014 102.21786657775002 -0.156745 -0.27651499999999996 85.549426169000014 0.022350000000000005 -0.088274999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 11 -5 6 7 8 9 -6 -9 -1 13 14 -13 -7 21 -18 -19 20 -20 22 23 -17 -25 -26 -23 -21 -29 -28
right_child=1 -3 -4 4 5 15 -8 10 -10 -11 -12 12 -14 -15 -16 16 17 18 19 27 -22 26 -24 24 25 -27 29 28 -30 -31
leaf_value=-4.6493355528830326e-06 -0.012117469785111627 0.0012002141316804224 0.080465272148920741 -0.1003441879360185 0.031769828860836659 0.00021849913713400962 0.0012793771384873318 -0.10119837072327563 0.10020168457987647 -0.10023203208872092 -0.049088901815042343 0.042376301637435519 0.00050425914967889673 0.082454021435220029 -0.10023416370922698 -0.067921253935637985 -0.10032434388622671 -0.10007198906917908 0.048903718214571262 0.10008127961619598 -0.10010393263887912 0.098573372344964938 0.076161255372033054 0.0855178169526533 0.02608180309441015 -0.10003067311192225 -0.10018033983206398 0.10004780524334367 -0.10005655852778464 0.016644921849506885
leaf_weight=42.481227294318948 0.038340138097063492 0.53315640934977693 0.033015778301432874 0.010070381609213253 0.013402240576311897 4.3826822355332196 0.57204281865506346 0.050635001121688172 0.011543359852339563 0.011827606244571243 0.033060333431876643 0.0029858618931939427 0.55686047115386827 0.067741155593466829 0.012514076744856051 0.0051103449938482972 0.031282446834342892 0.0038791792393877414 0.00534481517365748 0.0084743822226300836 0.0062550002465078525 0.0013345147353902584 0.012856458918690805 0.0092234804651525337 0.01072399097977203 0.0026069553681181976 0.0054790490918006371 0.0036993121029809126 0.0028035769431973279 0.0031121812137087082
leaf_count=2694 32 109 35 53 34 383 26 40 4 25 16 6 20 38 89 98 94 76 9 4 182 2 26 12 184 83 202 3 46 8
internal_value=-3.63076e-06 0.00468467 0.0307198 -6.22857e-05 -0.00145275 -0.00126077 -0.00811289 -0.0527119 0.0107944 -0.0301119 -0.0806147 0.000105308 0.00740277 0.0535519 -0.0727621 -0.00020508 -0.0167528 -0.0478409 0.00606617 0.021558 -0.0314461 0.021294 0.035531 0.0166492 0.035811 0.00141967 -0.0368278 0.0626095 0.0137772 -0.0578603
internal_weight=48.9233 0.604512 0.0713559 48.3188 5.19745 5.18738 0.692511 0.120469 0.0367732 0.0252298 0.0836953 43.1213 0.640102 0.0832411 0.0154999 4.49487 0.112186 0.0617387 0.0304563 0.0265771 0.0115998 0.050447 0.0405212 0.0276648 0.0225544 0.0133309 0.00992575 0.0149773 0.00650289 0.00859123
internal_count=4633 176 67 4457 1610 1557 145 119 63 59 56 2847 153 133 95 1412 1029 414 320 244 191 615 403 377 279 267 212 53 49 210
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=31
num_cat=0
split_feature=2 0 3 3 2 1 3 0 4 1 2 4 1 3 4 4 0 3 3 0 0 4 3 1 3 0 2 4 4 2
split_gain=0.00110152 0.00464155 0.0136987 0.00106436 0.0062659 0.0347381 0.0313479 0.0159341 0.0123773 0.0136708 0.0116242 0.00646121 0.005818 0.00425272 0.0562409 0.00983542 0.0083678 0.00276241 0.0107261 0.0287501 0.0150421 0.00261807 0.00791616 0.0109851 0.00252821 0.00545854 0.00245985 0.00244437 0.02095 0.00667198
threshold=0.28423000000000004 100.53758024625002 0.094595000000000026 1.0000000180025095e-35 -0.038374999999999999 75.085947125300024 -0.093130000000000004 94.940210418650011 37.688226470200007 63.452988794850008 0.26597500000000007 41.489621506400006 61.998532946250002 0.079025000000000026 41.808689985400001 39.746231405950006 101.19356403005001 0.079470000000000027 0.079395000000000021 87.345316200150009 93.910530954700008 40.467253020850002 0.050735000000000009 76.621056717750008 0.080110000000000028 96.741477366050006 -0.11692 43.426369480700011 43.521589032450009 -0.088274999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 7 8 -6 10 11 -10 -13 14 15 16 -5 18 19 -15 -21 -17 -23 -24 25 -19 -22 -26 -29 -30
right_child=1 -3 -4 13 5 -7 -8 -9 9 -11 -12 12 -14 17 -16 21 -18 24 -20 20 26 22 23 -25 27 -27 -28 28 29 -31
leaf_value=-0.00061587394982822894 -0.020573427328332252 0.0010810070631240094 0.06881183516493207 -0.015990133350674181 0.056460406370727301 -0.097225666232072017 -0.057338455360658437 0.079715900547247476 0.095725047042167166 -0.050174940336541518 -0.10085462128493582 -0.10053435332061585 0.09985033117974644 -0.10196262398407144 -0.00013737471914291189 0.10061524658855336 0.091805046200778853 0.011496866900125349 -0.0022548580785081485 0.10007154160763872 0.026298978732832264 0.097305884202885329 0.080141611481284056 -0.10018791688889844 -0.00030338020276317329 -0.00056762417986303177 -0.10043229683905758 0.064797826850747239 -0.018009545576648297 0.0040494809057415862
leaf_weight=5.9477865228117794 0.031168241956612497 0.53277197614301786 0.038108871589429327 0.020844147457103279 0.033454408141551553 0.04421307179676881 0.065897938718056936 0.039737029113325661 0.018133566210735808 0.046639699559960945 0.0050619379617273799 0.0037523505607633808 0.0023603319089033903 0.036787690040321119 1.5660591617326884 0.051810385088174371 0.011002526399654378 0.59551212434234457 0.49547555566942236 0.01492984002106823 0.0020424157269598453 0.028484434908023104 0.0081372480490244925 0.005775892393000249 36.840495654465343 1.0128895162792124 0.006123568254125189 0.054400446795764945 0.15510005772385138 1.1823878526093237
leaf_count=843 33 109 34 24 14 84 29 12 25 36 1 87 3 13 293 8 38 31 69 18 80 4 8 54 2119 28 10 15 283 228
internal_value=-3.76394e-06 0.00424722 0.0285968 -5.67567e-05 -0.00127921 -0.0164976 0.000100675 0.0254804 0.00578106 -0.0165428 0.0369779 0.0657535 -0.0231584 0.000123526 0.00503496 0.0692943 0.0212514 -8.2204e-05 -0.00708629 -0.0470615 0.0403866 0.085535 0.0671067 0.00527972 1.54292e-05 0.00389926 -0.0687352 -0.00014796 0.0039657 0.00149143
internal_weight=48.8973 0.602049 0.0692771 48.2953 6.20704 0.25925 0.215037 0.149139 0.109402 0.0759479 0.0293082 0.0242462 0.00611268 42.0883 1.69211 0.126055 0.0318467 40.3961 0.555359 0.0598835 0.0230958 0.094208 0.0423976 0.0139131 39.8408 1.6084 0.00816598 38.2324 1.39189 1.33749
internal_count=4633 176 67 4457 1134 291 207 178 166 152 116 115 90 3323 429 136 62 2894 190 121 108 74 66 62 2704 59 90 2645 526 511
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=31
num_cat=0
split_feature=1 3 4 0 3 1 3 3 3 3 0 1 3 4 1 0 3 4 3 0 0 3 4 0 1 2 1 4 0 1
split_gain=0.0010015 0.00319737 0.00318907 0.02435 0.00998741 0.00798589 0.00466427 0.00550791 0.00245416 0.00953587 0.00235714 0.00173712 0.0104471 0.050413 0.0151608 0.00224112 0.00793884 0.00449286 0.00446787 0.0381995 0.0032759 0.00636133 0.0135944 0.00427618 0.0133547 0.00595753 0.00470126 0.00574826 0.0411611 0.0168634
threshold=61.885617704800005 0.11071500000000002 41.600558339100012 85.431134011250023 0.08574500000000003 61.821094709650005 -1.0000000180025095e-35 -0.15544999999999998 -0.55393499999999996 -0.25098999999999999 85.216057360850016 61.93938686740001 0.10385500000000002 41.529896397300007 61.917879202350001 85.823648898300021 0.10336500000000003 41.243661560350013 0.08326500000000002 85.705356740550016 85.968825637350008 0.10876000000000002 40.621691032550004 86.135510041400025 62.046925192600007 -0.074029999999999999 61.993156030000002 43.895345911700005 86.264556031700025 62.245871094250013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 6 7 8 -4 -10 -1 12 13 14 -2 16 17 -13 -19 -20 21 22 -17 24 -22 -26 -25 -28 -29 -30
right_child=11 -3 3 -5 -6 -7 -8 -9 9 -11 -12 15 -14 -15 -16 20 -18 18 19 -21 23 -23 -24 26 25 -27 27 28 29 -31
leaf_value=-0.0016423035808806675 0.020252685120048002 0.0084813384049676355 0.044088756290006158 -0.10089164703085696 0.056631860331019614 -0.10113324329344359 0.074490870643424509 -0.10009018383684685 -0.10018069389324297 0.024518126097182787 0.0044822107568463134 -0.007733951367408981 -0.0092588644094693286 -0.0066276766766657103 0.08591244376163297 0.0020953610849788681 0.012161017474551993 -0.00081250294258781346 -0.00073449126853387383 0.067327988925349982 0.015713503528206021 0.00062736290736564628 -0.019890270988773495 -0.00469636890655883 0.0053828137823923351 -0.0091437363902201578 -3.0158954655513639e-05 0.098669783153245871 -0.10103126813440561 0.0041489568428121409
leaf_weight=1.4657695164380915 0.059716281492997347 0.57179032982662636 0.010363617341483663 0.026179684048720731 0.029288279964589492 0.009030862245708704 0.007356267961767248 0.0060609834320713421 0.0087226585104715447 0.020651625539275416 1.1000075990523326 0.58137065737169979 1.1152520970572366 0.61055443547436994 0.085538837242194576 0.54254083242267304 0.67650950192444259 1.560051969687976 0.58188746838029448 0.096074568362382706 0.6907116371585279 1.5105233563663203 0.58395193784235744 2.1912798288394688 0.56015365970961273 0.5691974903566005 33.342350484594157 0.047816154255994614 0.016569740604609251 0.19040607863687775
leaf_count=214 17 35 31 16 34 2 26 96 67 31 27 141 16 42 39 9 46 101 133 19 30 11 41 40 34 15 2467 4 5 844
internal_value=-2.69055e-06 0.00169191 0.000245205 -0.0158536 0.00848408 -0.0141925 0.000578421 -0.0112935 0.00225015 -0.012511 0.000983416 -0.000123629 -0.00310747 0.00596937 0.0589189 4.00627e-06 0.00243266 9.83466e-05 0.00213295 0.0089107 -0.000206957 -0.00361412 -0.00930156 3.19453e-05 0.00476034 -0.00193863 -0.000208523 8.41847e-05 0.0150473 -0.00427139
internal_weight=48.8677 3.25522 2.68343 0.117654 0.0914743 0.062186 0.0531552 0.0457989 0.0397379 0.0293743 2.56578 45.6125 1.87106 0.75581 0.145255 43.7414 3.49589 2.81938 2.23801 0.677962 40.2455 2.63702 1.12649 37.6085 1.82006 1.12935 35.7884 33.5971 0.254792 0.206976
internal_count=4633 579 544 303 287 253 251 225 129 98 241 4054 114 98 56 3940 440 394 253 152 3500 61 50 3439 79 49 3360 3320 853 849
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=31
num_cat=0
split_feature=2 2 4 3 3 4 3 2 3 2 3 4 3 3 2 3 2 0 3 0 2 0 4 1 0 3 0 0 1 1
split_gain=0.0012475 0.00511057 0.0305136 0.0583798 0.0261933 0.0392874 0.0396847 0.00784504 0.00403976 0.00641175 0.0086222 0.0287314 0.00609776 0.0044706 0.00311919 0.00302363 0.00707918 0.0033102 0.0248493 0.00630908 0.0241882 0.0102592 0.00762814 0.026697 0.0350511 0.0198224 0.0219664 0.0136652 0.0132765 0.0121016
threshold=-0.036264999999999999 -0.0057149999999999996 41.873095646600007 0.10602000000000002 0.10487000000000003 40.300545846000013 0.084565000000000015 -0.027754999999999998 0.12376500000000003 0.048475000000000011 0.091885000000000022 40.636252116050009 0.090665000000000009 0.10526500000000003 -0.031989999999999998 0.12001500000000002 -0.087660000000000002 85.823648898300021 0.10336500000000003 86.09518316945001 -0.09280999999999999 86.135510041400025 43.426369480700011 61.966271448700006 87.380266155850009 0.088075000000000028 90.490812212800009 96.082805124100005 80.677940036650014 65.765062787050013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 4 5 6 -2 -7 9 10 11 -3 -13 -11 -4 17 -17 18 -1 20 -19 -21 -23 -24 -25 26 -26 -28 -29 -27
right_child=1 8 14 -5 -6 7 -8 -9 -10 13 -12 12 -14 -15 -16 16 -18 19 -20 21 -22 22 23 24 25 29 27 28 -30 -31
leaf_value=0.0010532153619639782 0.05998949564372158 0.0082142150278932558 -0.0081768241205434512 0.068641842350796067 -0.0071506106156953783 0.037041313377175471 -0.038861504081221063 0.086789459723656273 0.0073400267453294825 0.00087985229319586578 -0.0041306909149046922 -0.091367152073880104 -0.0055401389100507015 -0.007940258705119314 0.00020885127205953389 0.00059546253004242613 -0.0097056702848147582 0.0033589712855248369 0.042121941893912371 0.0092717954304661065 -0.020204885901284397 -0.00069250933418174424 -0.10099185800673374 0.071808535261441472 -0.097858718595686567 0.10041122588253233 0.03651081617751168 -0.083722282285411009 0.010276845857424052 0.0021046387146149538
leaf_weight=3.8612319405181372 0.06483223565737839 0.089106556770232881 0.55696489717797737 0.19100608935696073 0.4949027867987752 0.048779899254441261 0.10871410269594151 0.090523889996347862 0.65480330766860007 8.6316501639937577 1.5484339680729524 0.056445329673798283 0.0097005664720200002 0.61565690541460227 2.1787754734018385 1.6789659878030985 1.1069958819494519 1.0782088588714698 0.15317458549532137 1.1282810906413967 0.73093998441618424 23.464680011302001 0.018590160185184668 0.096528712510860259 0.029541707417852336 0.025449414737522602 0.052181781349156964 0.028040034423632676 0.032373911904905128 0.024651618599133229
leaf_count=716 16 36 14 16 4 10 36 52 67 695 46 134 7 60 150 96 43 47 39 30 49 1558 7 14 19 3 234 108 264 63
internal_value=-1.2685e-06 0.000745622 0.00396327 0.0189235 0.00716679 0.0298157 -0.00193343 0.0693692 -0.00028975 -0.000745964 -0.00638331 -0.0288501 -0.0787803 0.000292637 -0.00149837 -0.000343184 -0.00349767 -5.7143e-05 0.00262024 -0.000459551 -0.0061614 -4.528e-05 -0.000487492 0.0151642 0.0226421 -0.00204589 -0.0211105 -0.000974056 -0.0333511 0.0520406
internal_weight=48.8501 15.3403 3.7345 0.998759 0.807753 0.31285 0.173546 0.139304 11.6058 10.951 1.70369 0.155252 0.0661459 9.24731 2.73574 33.5098 2.78596 30.7239 4.01441 26.7095 1.80915 24.9003 23.772 0.307357 0.288767 0.192238 0.142137 0.112596 0.0604139 0.050101
internal_count=4633 1343 298 134 118 114 52 62 1045 978 223 177 141 755 164 3290 139 3151 755 2396 96 2300 2270 712 705 691 625 606 372 66
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=31
num_cat=0
split_feature=3 3 2 1 1 2 2 1 4 4 4 2 3 4 1 4 4 3 2 4 2 1 0 1 1 4 4 0 0 0
split_gain=0.0010227 0.00608438 0.005551 0.078925 0.00817752 0.00686915 0.0112971 0.00973596 0.00909805 0.00428112 0.0139617 0.0673687 0.0124042 0.0104608 0.00937783 0.00814162 0.00672461 0.0326574 0.0286417 0.019235 0.00389533 0.00326511 0.0198587 0.0143687 0.0107794 0.0156767 0.00590996 0.00886072 0.00397319 0.00378584
threshold=0.091885000000000022 0.088145000000000015 -0.056184999999999992 71.830224329350003 63.910026677050006 -0.082484999999999989 -0.089569999999999997 62.020040611300011 41.404176814550006 42.055256506450007 42.546237522150008 -0.066979999999999998 0.10087500000000002 41.808689985400001 62.036171360100006 41.559097512700014 42.670715716450012 0.12376500000000003 -0.011849999999999999 43.477771593600004 -0.097799999999999984 65.765062787050013 93.671258181050021 68.327163385350005 62.046925192600007 40.986363433950011 39.656620114300004 85.121961326250016 86.538778761000017 85.799452775150016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 -7 -9 13 11 12 -11 15 -12 21 -16 18 19 -18 -21 24 23 -23 26 28 27 -2 -26 -28
right_child=9 2 3 -5 -6 7 -8 8 -10 10 14 -13 -14 -15 16 -17 17 -19 -20 20 -22 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.00032881180040127697 -0.00050133440929752565 -0.0013443593698627661 -0.054202236202976664 0.0051524087233399737 -0.10128154433971924 0.00039221912742284665 -0.015731930849218746 0.047285312243314399 -0.0015348543364839694 -0.090900482687022041 0.011700449968992232 0.0020215156637371414 -0.039226823263637065 0.012655350204774247 0.003371983999097198 -0.010968626776859719 -0.094452881560667029 -0.00066752388703081506 0.01792035623543466 -0.040197398636641291 0.032045840612244414 -0.01097863727951417 0.00026996830969163414 -0.063632819481895128 -0.00071762247380737474 0.021187041390552136 0.0034705674387013972 0.014583575623985124 0.0090001199416071785 -0.0019516792126196691
leaf_weight=21.70087999762265 0.91128262985331587 3.2260643764386798 0.076972741110466036 0.57520145250502597 0.070858180862593656 0.50843475355941325 0.65686935647933342 0.099608536138067194 0.061890265299595626 0.099869032784333456 0.60203025042531555 0.592335878826589 0.086857192562590058 0.75563051510061896 1.0819683345126043 0.5842018502398777 0.096007048082584867 1.0176005895027058 0.048329853477248053 0.014343777445645856 0.015560199691208254 0.14218535682584832 5.083138752975338 0.081552369218115928 1.0880736000180502 0.65062535827746604 1.6490381877702018 0.67991468575928593 0.68599513527442457 5.8759950798703358
leaf_count=2932 38 155 33 135 40 8 49 42 31 30 41 34 28 47 35 33 54 16 37 32 14 26 474 35 27 25 37 24 53 68
internal_value=1.62452e-07 -0.000411684 -0.0034575 -0.0115971 -0.0767682 -0.00216487 -0.00377828 0.00718645 0.0285762 0.000508816 -0.00261422 -0.014489 -0.0668641 0.00113641 0.000602653 0.000637092 -0.00233568 -0.00751717 -0.0475204 -0.0726393 -0.00260644 0.00103952 -0.00101343 -0.0301711 0.00198353 0.00790947 0.00040738 0.00594441 0.00304002 -0.000763446
internal_weight=48.8193 26.9768 5.2759 0.723032 0.147831 4.55287 3.88293 0.669934 0.161499 21.8425 3.6549 0.779062 0.186726 18.1876 2.87584 17.432 2.27381 1.19184 0.174241 0.125911 0.029904 16.8478 5.30688 0.223738 11.5409 2.42469 9.11623 1.5912 1.77407 7.52503
internal_count=4633 3425 493 208 73 285 204 81 73 1208 321 92 58 887 229 840 188 153 137 100 46 807 535 61 272 105 167 62 80 105
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=31
num_cat=0
split_feature=2 0 1 1 3 3 3 3 4 3 2 2 3 1 4 3 2 1 0 0 3 4 3 1 0 2 3 3 4 4
split_gain=0.00105897 0.00452005 0.00690376 0.00530206 0.00366966 0.0105189 0.00528828 0.0100566 0.00349171 0.00759085 0.00310621 0.00415408 0.00495464 0.00539149 0.00274143 0.0145268 0.00317784 0.00353321 0.00408221 0.00642851 0.00284493 0.00255563 0.00247789 0.00210761 0.00207355 0.0213082 0.00414855 0.00918895 0.0018006 0.00515021
threshold=-0.14008999999999996 98.51854819030001 78.27445846800002 73.448676123850007 0.10020000000000003 0.12376500000000003 0.093955000000000025 0.09721500000000001 41.32819714970001 0.08574500000000003 -0.61402999999999996 -0.59614999999999996 -0.15544999999999998 83.116371560950014 43.384297312450009 0.080545000000000019 -0.237895 67.254468591300011 85.823648898300021 76.535026057600007 -0.25098999999999999 44.202975721700007 0.10453000000000003 89.89935142405001 97.491557184450016 -0.21563499999999999 0.087935000000000027 0.083070000000000019 40.542362378300005 35.374259656300005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 22 8 -8 24 14 -4 -12 -13 -14 -10 16 21 18 19 20 -18 -16 -6 -15 25 28 27 -27 29 -1
right_child=-2 2 10 -5 5 -7 7 -9 9 -11 11 12 13 23 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10020226094206919 -0.00012331372542202006 0.024951786968627925 -0.10005712873696396 -0.10020068495090169 0.071521327362849843 -0.014194520442564879 -0.06265565130480806 0.0094626356597919611 0.0019642812162984796 0.014364470493626727 0.077075427633428881 0.040761452644478315 -0.10009875432251776 0.022705917910696018 0.0085733310111288374 -0.10165722086597183 -0.046850022613784639 0.062133517367511319 -0.04962434310489424 0.071258162970314079 0.0096548355963550839 -0.10012919963046314 0.03063641841572088 -0.10001733435106019 0.0026151071071293759 -0.10032242865501413 -0.10238729637108566 0.067458824067547232 0.00063215692330433006 -0.0061280564436259361
leaf_weight=0.0068182413049970849 45.650446103609276 0.0043141222219275068 0.0029919324628564494 0.015718502368859966 0.025965710919081064 0.048873514801471174 0.036149083469751875 0.041572179867216619 1.0494489301812862 0.59126789044239569 0.0067379104432419004 0.012248623158917837 0.0085420178165325211 0.0097280133198942575 0.0036719924560976863 0.016328896985847052 0.013008497965700319 0.010283743819247348 0.013667339641898479 0.013538872318406447 0.028284755188343655 0.005262345578191871 0.034545533444202192 0.0016345089702836111 0.51953095350904732 0.0082238097112135033 0.024810752325265639 0.0054126005707075828 0.51340717833727467 0.039727726707537769
leaf_count=93 3015 36 46 59 10 27 43 28 46 34 41 61 105 152 34 68 18 74 20 15 51 94 35 163 15 46 5 5 91 103
internal_value=-1.6451e-06 0.0017833 -0.0249657 -0.0732485 0.00232634 0.020311 0.0016573 -0.0240804 0.00235607 0.00515165 -0.00187203 0.00568146 -0.00927963 -0.0400733 0.000429263 -0.0150535 0.00106809 0.00747778 -0.000727617 0.0114603 -0.00814573 -0.0554527 0.0481804 0.00505207 -0.002007 -0.00601991 -0.0780346 -0.0337262 -0.00107527 -0.0199084
internal_weight=48.7622 3.11172 0.0619156 0.0200326 3.0498 0.109385 2.94042 0.0777213 2.86269 1.74476 0.041883 0.0388911 0.0321532 0.0199045 1.1535 0.104046 0.0877175 0.0787832 0.0684995 0.0548321 0.0412933 0.00893434 0.0605112 0.0113625 1.11793 0.5984 0.0384472 0.0136364 0.559953 0.046546
internal_count=4633 1618 663 95 955 72 883 71 812 454 568 522 481 420 420 374 306 178 104 84 69 128 45 315 358 343 56 51 287 196
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 4 0 4 0 1 2 0 4 1 0 2 1 1 3 1 0 4 0 4 4 0 1 3 1 3
split_gain=0.000902443 0.00423884 0.0129563 0.00118013 0.0088331 0.00642424 0.00444655 0.00300924 0.00480649 0.00294725 0.00305958 0.00185108 0.00162554 0.00122543 0.0111255 0.0289927 0.007568 0.0065958 0.0060395 0.00682033 0.00488622 0.061002 0.0408062 0.0113904 0.00702492 0.00801848 0.00572263 0.00518622 0.00491473 0.0267509
threshold=0.28423000000000004 100.53758024625002 93.910530954700008 60.87206898960001 58.309968391300011 37.572218886150004 76.535026057600007 35.771221912400001 73.921844754800006 55.782817748650011 0.11061500000000003 71.249517373150013 48.823707093150006 63.452988794850008 87.525442894850016 -0.10434500000000001 63.910026677050006 62.678712853250012 0.10646500000000002 65.644082171150004 90.321439350550008 38.474425342400004 90.767723400200012 38.911218973650008 34.424709467050008 93.308316333500017 68.327163385350005 0.083070000000000019 67.606656606400023 0.084805000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 7 -1 9 10 12 -11 -9 17 15 16 -15 -5 19 -18 21 -16 -22 -23 25 -24 -27 -25 29 -26
right_child=1 -3 -4 13 5 -7 -8 8 -10 11 -12 -13 -14 14 20 -17 18 -19 -20 -21 22 23 24 27 28 26 -28 -29 -30 -31
leaf_value=0.072738631931952055 -0.011915988661972077 0.0008794607940080352 0.076822189573351046 0.00013766040988561124 -0.0052575074477364207 -0.1003356667819882 0.046280471062883952 -0.10017631505733914 -0.10010021945598889 -0.015954387252608983 0.10003704268405818 0.029708487161852794 0.027376543930629705 0.089647787164243084 0.0037482565521585985 -0.10098905811591713 0.05572287424325411 0.0099833195194299774 -0.10029936862988063 -0.04835632384833078 0.061126838485650571 -0.01795998429351665 0.089270062853512175 -0.047198097291240984 0.033981054435960355 -0.10030059286941517 0.022586024892940593 -0.099776647677724428 -0.00045398349891400265 -0.040192303260029288
leaf_weight=0.0042728155855425711 0.036910729550184151 0.53206143565113106 0.029687028337320953 29.12434913924433 0.01284804155116881 0.015902818741857061 0.021077814270256567 0.0061903036244911613 0.0058229523968331689 0.016195983532249159 0.0010880146874114871 0.019646833358308413 0.0011914138158317655 0.011146805992211739 0.70258370640294998 0.038207791348018438 0.015722920868960433 0.69669761148338594 0.0056068935573421177 0.010501451049487187 0.10800676044255197 0.031651008524931967 0.018281968281376543 0.024944380884303285 0.072845192615146881 0.0042929749179165802 0.032314608239493142 0.075668024874175899 16.921332689781622 0.14622901669471844
leaf_count=35 32 109 35 1002 37 67 31 160 72 31 1 17 17 9 72 53 97 49 7 14 46 5 8 28 39 4 178 50 2261 67
internal_value=-2.17181e-06 0.00385649 0.0276405 -5.01527e-05 -0.0106789 -0.0578476 0.00728649 -0.00781981 -0.0146854 -0.00346138 -0.0565146 0.0090752 -0.0795892 -2.70906e-05 -0.000673244 -0.0376092 0.0187359 0.000367681 -0.00609631 0.0140448 -0.00050792 -0.00798016 -0.0001474 -0.0702816 -0.000532275 0.0351853 0.0081751 -0.0867411 -0.000646655 -0.0155286
internal_weight=48.7433 0.598659 0.0665978 48.1446 0.104237 0.0287509 0.0754861 0.0544083 0.0501355 0.0443125 0.00846973 0.0358428 0.00738172 48.0404 18.2193 0.0811859 0.0429781 29.821 0.0318313 0.0262244 18.1382 0.834847 17.3033 0.132263 17.1953 0.0548896 0.0366076 0.100612 17.1404 0.219074
internal_count=4633 176 67 4457 468 104 364 333 298 226 178 48 177 3989 2938 180 127 1051 118 111 2758 155 2603 83 2557 190 182 78 2367 106
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=31
num_cat=0
split_feature=4 4 0 0 1 0 0 3 2 1 3 1 2 4 3 1 0 2 3 3 1 2 3 2 0 3 4 0 3 4
split_gain=0.00101049 0.0279865 0.00798013 0.0145506 0.0167625 0.0103528 0.00679712 0.0062502 0.00685207 0.0231231 0.0094344 0.00448851 0.004217 0.00409694 0.00336874 0.00301241 0.0028991 0.00138848 0.00912548 0.0294152 0.02252 0.00448936 0.00435972 0.00302939 0.0250975 0.0274033 0.0195316 0.00171085 0.0104444 0.0124135
threshold=37.041406607950009 36.859113051050009 89.861713010250014 89.576736448400013 65.571493801650021 81.90387694410002 79.271876434400014 0.091275000000000023 -0.033594999999999993 68.327163385350005 -0.078164999999999998 71.365121072750014 -0.11534 37.765550062200006 0.10336500000000003 75.981203682750007 75.381677519650012 0.23643500000000003 0.094595000000000026 0.08079500000000002 68.20618276945001 0.28423000000000004 -0.17949499999999999 0.12616000000000002 87.380266155850009 0.091510000000000022 40.679780036550007 96.870523356300012 -0.098985000000000004 38.983591653800012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 16 8 -4 -10 11 -11 -9 15 -7 -2 -1 23 19 20 -19 -22 -23 27 -25 26 -26 -15 29 -29
right_child=13 -3 7 -5 -6 14 -8 12 9 10 -12 -13 -14 17 -16 -17 -18 18 -20 -21 21 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.10001116676752174 0.010588983268545763 -0.065041627467664828 0.001115987823727405 0.069737046301257752 -0.05913786539278313 0.034616047171727136 -0.10031769172616985 -0.00035271951351685207 -0.037082254423075604 -0.026571885188977726 0.085703874966722077 0.058015627685004116 -0.012710767290752142 0.0001864721736034072 0.10013225921634006 0.00036873593977464507 0.077323144547009531 -0.064937517877272685 0.00054940285753282388 -0.10054016527345949 0.083920517712287548 0.063338040296716247 -0.030701834606205639 -0.0029223554397518341 -0.082876700833589112 0.067554579246692809 0.039586229928342362 0.097595355267005468 -0.0018936316785844833 0.0097269419766542464
leaf_weight=0.0011417971751247341 0.63678144853295549 0.068411516882027956 1.0631484876822961 0.045222356653539464 0.030546795635018498 0.015263864350458789 0.0074505875163548702 0.52211752855258486 0.037148550385608492 0.014324030227726325 0.048189829976716947 0.011161294818683887 0.58606760284347181 36.343604386176253 0.016154184952029027 0.52713664769205426 0.0047865706802348029 0.02599139274116069 0.55847068266939459 0.039027891888778754 0.022486617921259722 0.010360878573919763 0.0094047915870305587 0.64266531516922398 0.025257004466425315 0.11594963383686263 0.026888110519394104 0.02243564203047288 7.1782893252094526 0.056736893984174586
leaf_count=115 67 38 173 13 8 31 20 57 7 7 32 46 131 2188 11 62 16 17 48 77 19 13 30 51 28 29 31 12 1107 149
internal_value=-2.81491e-06 -0.00197303 -0.00017731 0.0248961 -0.00201806 0.0369316 -0.0367372 -0.00150194 0.0035826 0.0272452 0.0596805 0.0104732 -0.00688832 0.000102473 0.0683024 0.00596025 0.0431687 -4.87768e-05 -0.00458177 -0.0312954 0.00830503 0.05336 0.0185925 1.91737e-05 0.0060758 0.0404778 -0.0197299 -9.3449e-05 -0.00149523 0.0346268
internal_weight=48.7126 2.47113 2.40272 0.120566 0.0753438 0.044797 0.013379 2.28216 1.17397 0.110824 0.0736752 0.0254853 1.10819 46.2415 0.031418 1.16392 0.00592837 45.0776 0.665742 0.107272 0.0682437 0.0422523 0.0197657 44.4118 0.81076 0.168095 0.0521451 43.6011 7.25746 0.0791725
internal_count=4633 705 667 214 201 193 151 453 265 92 85 53 188 3928 42 129 131 3799 204 156 79 62 43 3595 139 88 59 3456 1268 161
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 3 1 3 4 3 4 2 0 2 2 4 2 1 1 0 3 4 4 4 3 3 4 0 2 2
split_gain=0.00103689 0.00408866 0.02337 0.0229373 0.0104195 0.00774762 0.0052941 0.00421847 0.0134512 0.0224952 0.0128181 0.00846752 0.0204545 0.0114957 0.00398843 0.0290227 0.0032381 0.00289046 0.00705564 0.0308888 0.02929 0.0206681 0.0181107 0.0161819 0.00743103 0.0105866 0.00655488 0.00764623 0.00280054 0.0179178
threshold=-0.036264999999999999 85.823648898300021 61.885617704800005 62.111448187750007 62.116825104000007 -0.17949499999999999 61.944763783650011 0.050735000000000009 35.374259656300005 -0.067414999999999989 36.558960102350007 0.26597500000000007 89.576736448400013 1.0000000180025095e-35 -0.017745 41.873095646600007 -0.031989999999999998 62.020040611300011 63.910026677050006 96.324766355850002 0.11458500000000002 38.060777288450005 41.257948413050009 42.409092016550012 0.090465000000000031 0.086555000000000021 48.823707093150006 92.168410086200012 -0.053874999999999999 -0.063379999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 -2 -4 -5 -6 -3 8 -8 10 -10 12 -12 -14 15 -9 -17 -16 22 20 21 -20 -19 24 25 -23 27 -25 29 -1
right_child=1 6 3 4 5 -7 7 14 9 -11 11 -13 13 -15 17 16 -18 18 19 -21 -22 23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00038508730677714963 -2.20585343508127e-05 0.010099028253683704 -0.093722175134422159 0.10017297739172373 0.046297162326823627 -0.10026665173905672 0.066275158467823711 0.021066295432724709 0.066723249499493917 -0.10124844644790519 0.054045528797149647 0.022727121587370558 -0.01573337369411781 -0.094579920866859957 -0.0051345668447265822 -0.0079441448428175451 0.00066516159538260666 0.01905173747055848 -0.012156226624180115 0.00050287637680677564 0.05023755730094031 -0.10039563158412541 -0.0048869575995047322 0.030425470040817804 -0.10104301449238065 0.044980550500462901 0.055324482779738865 -0.10046673953082495 -0.0025302912282823276 0.014038958458931581
leaf_weight=27.650190958672582 0.57552111656580685 0.61611423149406697 0.055018256701600876 0.010134975425899029 0.0067515856545696806 0.0077432207411192167 0.019032051695823005 0.75768947197283987 0.020664043501824381 0.029987872333958165 0.020756391546456143 0.036844285993083759 0.034317312394364308 0.040097364516094691 1.0412320836071618 0.55133380363821549 2.1042907605478831 0.64736049346538382 0.10400688629306376 7.806430452566401 0.036467871628701687 0.01094775898158673 0.6174839158920804 0.0080465819534083494 0.089613685757740313 0.0092345703797604983 0.011152359717698346 0.010020852228251442 4.8705350420838469 0.88890110378994691
leaf_count=3076 186 21 34 2 9 38 56 56 7 22 12 45 20 74 17 8 90 29 22 404 8 28 31 26 56 18 5 19 105 109
internal_value=-1.97811e-06 0.000680446 -0.00704808 -0.0578167 0.0223893 -0.0319982 0.00102671 0.000627656 -0.0137297 -0.0220654 -0.00651303 -0.0179765 -0.0337344 -0.0582188 0.000837421 0.0038032 -0.00112222 -0.000136708 0.000419817 -0.000666605 -0.0333313 -0.0458716 0.00736511 -0.0710963 -0.0886969 -0.0338777 -0.00496043 -0.0421721 -0.000314052 6.41754e-05
internal_weight=48.6879 15.2783 0.655169 0.079648 0.0246298 0.0144948 14.6231 14.007 0.201699 0.182667 0.152679 0.132015 0.0951711 0.0744147 13.8053 3.41331 2.65562 10.392 9.35077 8.08592 0.279491 0.243023 1.26484 0.139016 0.109796 0.0201823 0.0292198 0.0180674 33.4096 28.5391
internal_count=4633 1343 269 83 49 47 1074 1053 236 180 158 151 106 94 817 154 98 663 646 586 182 174 60 152 102 46 50 45 3290 3185
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=31
num_cat=0
split_feature=1 1 4 4 3 3 3 0 4 4 3 4 2 0 1 1 3 3 4 0 4 1 2 2 1 3 2 1 3 4
split_gain=0.00113855 0.00784182 0.00591548 0.00416527 0.00529154 0.00482812 0.00416829 0.00400031 0.0029362 0.00249297 0.00335382 0.00754166 0.00110945 0.00402864 0.00612303 0.00538652 0.00330283 0.00866453 0.00347531 0.0152127 0.0335945 0.0101472 0.00304302 0.00326071 0.00339158 0.00301539 0.00574715 0.00671322 0.00231336 0.00202405
threshold=60.87206898960001 58.309968391300011 37.572218886150004 41.909642283050012 0.079745000000000024 1.0000000180025095e-35 -0.15544999999999998 75.381677519650012 41.243661560350013 48.96897326980001 -0.23921499999999998 48.914776625700007 -0.14008999999999996 98.51854819030001 78.27445846800002 71.397382570300024 0.10020000000000003 0.12376500000000003 41.32819714970001 86.420486603250012 43.384297312450009 64.294476189700006 -0.156745 -0.61402999999999996 89.89935142405001 -0.15148999999999999 -0.59614999999999996 83.116371560950014 0.084995000000000029 40.099856909850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 6 9 8 -1 10 11 -5 13 16 15 -15 18 -18 29 20 -20 -22 23 -16 25 -25 -27 -28 -21 -2
right_child=12 2 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 22 -17 17 -19 19 28 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.1000493444821241 0.0016304852929036988 -0.0062172208836025426 -0.10030680524385394 -0.10020291731037044 -0.10008056834311008 0.10004849731366766 -0.10008875582071207 0.065474382334349754 0.073023548365954885 -0.020066005952554318 0.076328132382450536 0.10005776227557622 -0.00010447812214120348 0.03036628653861392 -0.10005149960153925 -0.10017821616095653 0.045942985463431694 -0.012153681645784788 0.094129592316794658 -0.00031980934541311396 -0.10157577555723712 0.015904924806280838 -0.10004295651746142 0.069113279486131052 -0.10002302323764699 0.086589237024766869 -0.10009490260747025 0.029005468940813461 0.0075378620905212582 -0.0067489600770223659
leaf_weight=0.0029059563751940567 0.58547340081856647 0.012417936598404955 0.014466126491353926 0.0044355209527415463 0.0056803085711862869 0.0045463901478797189 0.0044378488249121042 0.016970293635495182 0.001479186304905511 0.021170494824900743 0.0083014756222112886 0.0032645794562995434 45.518016412910349 0.0040442102037728236 0.0027056330424384259 0.014469142201535945 0.057282298496687534 0.046517983171270316 0.052987615239544428 1.0492427702904299 0.013794995876651228 0.015742008522408923 0.002940030452012298 0.0097104746863578804 0.0024260913497535222 0.0059352294835353049 0.0072455263718680446 0.0090699847410071754 0.58278175500058171 0.56785094034012218
leaf_count=92 163 40 67 76 30 6 85 23 17 17 18 2 2814 28 46 67 43 25 29 179 7 69 121 22 183 17 76 103 49 119
internal_value=-3.09992e-06 -0.0106583 -0.0568462 0.00630685 -0.00900492 0.00220347 -0.00848729 0.0434735 -0.0416688 0.0024487 0.0322362 -0.0152992 1.88645e-05 0.00187164 -0.0241056 -0.071661 0.00238343 0.019907 0.00174918 0.00460425 0.0464933 -0.0389634 -0.00211347 0.00564854 0.0139651 0.0226177 0.00232648 -0.0283265 0.0024861 -0.00249522
internal_weight=48.6483 0.100076 0.0268841 0.0731921 0.0518366 0.0461563 0.0416099 0.0213554 0.00438514 0.0371721 0.0160016 0.0077001 48.5482 3.03022 0.0585463 0.0185134 2.97167 0.1038 2.86787 1.71455 0.0825246 0.029537 0.040033 0.0370929 0.0343873 0.0319612 0.0222507 0.0163155 1.63202 1.15332
internal_count=4633 473 107 366 234 204 198 132 109 113 96 78 4160 1346 663 95 683 68 615 333 105 76 568 447 401 218 196 179 228 282
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=31
num_cat=0
split_feature=2 2 4 4 0 0 1 3 2 3 2 1 3 2 4 1 3 3 1 2 0 4 2 3 0 3 4 1 3 2
split_gain=0.00103463 0.00452043 0.0325218 0.0340159 0.0349481 0.00905908 0.00385627 0.00340022 0.0068934 0.00473413 0.0273221 0.0248645 0.0845368 0.0110815 0.00360389 0.00360203 0.00337464 0.00487772 0.00394593 0.00358796 0.0133799 0.0311754 0.0224462 0.00328349 0.00309345 0.0145809 0.0588556 0.0287326 0.0391965 0.00893771
threshold=-0.033594999999999993 -0.0057149999999999996 41.873095646600007 40.300545846000013 93.308316333500017 88.729872137350014 62.154463517850012 0.12001500000000002 -0.087660000000000002 0.10646500000000002 -0.08725999999999999 61.971648364950006 0.10990500000000002 -0.038374999999999999 41.11191809080001 62.068432857650002 0.12376500000000003 0.10453000000000003 61.944763783650011 0.048475000000000011 86.681267041950008 41.489621506400006 0.0041150000000000015 0.10876000000000002 85.823648898300021 0.10214000000000002 42.546237522150008 65.509659264600018 0.10336500000000003 -0.072755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -5 -4 9 14 13 23 -12 -13 24 -9 -10 17 19 -19 20 -3 22 -22 -11 29 -26 27 -27 -29 -1
right_child=1 16 6 5 -6 -7 -8 8 15 10 11 12 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0017452251978872478 -0.033623529672070461 -0.0011792652113309778 0.0073943966167745795 0.08347586208149789 0.041595007535057626 0.027057280898625077 -0.0018343390343516055 -0.0059561001191808941 -0.015299575415838304 -0.0067624288688791102 0.069190385109041588 0.083726865625340277 -0.04938258804823531 -0.01364436811805766 0.0038046226353096037 -0.004000785722228891 0.0067915192696436991 -0.00025740822758243682 -0.0121496616731602 0.00080494937264874238 0.04351738614593003 -0.10235460414173139 -0.054487981536286346 0.0028292731694470239 -8.4731892967531552e-06 -0.096507635875833289 0.0036267733764920938 -0.098700934780122235 0.016988586764095422 0.029964230743329809
leaf_weight=3.7884590114556258 0.11079980524976862 1.0411471478140617 0.57655900592823206 0.10940232987150011 0.13958814488056959 0.038467340786155546 2.1089382358039899 0.57798086607739607 0.56746064199978696 0.5413223970458384 0.1139567631946633 0.086466172753610238 0.10645250835909792 0.61106109692404942 1.0947905922253083 0.56118322108466145 0.64996717676617599 0.503458736464381 0.62584879682603312 8.5813284266496535 0.051019607758486241 0.04527605626307718 0.043119960269903501 1.0475730323080057 24.011158207321873 0.10094685957301253 0.55808780638972988 0.045965230993209705 0.080707017640602952 0.11566546278799705
leaf_count=694 26 72 46 35 30 34 112 61 14 23 9 23 26 23 35 31 67 4 76 692 15 82 37 55 2202 13 13 23 32 28
internal_value=-2.77938e-06 0.000700574 0.00410174 0.0307689 0.00830986 0.0687989 0.000147011 -0.000305241 -0.00364256 -5.66144e-06 0.00483738 0.0321543 0.0102771 -0.000318888 0.000432069 -0.0096816 -0.000208205 -0.000625936 -0.00684795 9.38603e-05 -0.00507494 -0.0341676 -0.00137328 -0.000438534 -3.51803e-05 -0.000447123 -0.0138522 -0.0567081 -0.0249914 0.00258125
internal_weight=48.6342 14.6249 3.08375 0.398258 0.250388 0.14787 2.6855 34.0092 2.80142 31.2078 1.89577 0.306875 0.192919 29.3121 1.67277 1.12864 11.5412 10.8912 1.12931 9.76189 1.18056 0.139416 0.0941396 1.5889 28.701 24.7969 0.785707 0.227619 0.126672 3.90412
internal_count=4633 1328 283 125 56 69 158 3305 141 3164 136 58 49 3028 96 45 1045 978 80 898 206 134 52 78 3005 2283 81 68 55 722
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=31
num_cat=0
split_feature=4 4 1 0 4 2 3 3 4 0 4 3 0 3 4 0 1 3 3 3 0 1 3 3 4 1 1 4 4 3
split_gain=0.00122747 0.00364607 0.00520331 0.00831349 0.00460729 0.0065925 0.00526326 0.0203598 0.0118483 0.0173049 0.00769989 0.00718343 0.00661424 0.00563856 0.00382825 0.00333294 0.00515052 0.0131924 0.0473948 0.01806 0.00791003 0.0283484 0.0195427 0.0121265 0.00537242 0.00420529 0.00329079 0.00241775 0.00686443 0.00316465
threshold=40.542362378300005 40.165165956550005 72.04530097975001 85.990333302400003 40.003678352300007 -0.074029999999999999 -0.10696499999999999 -0.13578999999999999 35.771221912400001 94.985914206850012 38.751720283100006 -0.11595499999999999 99.198728097250012 -0.245505 38.911218973650008 85.823648898300021 69.999384342500022 0.093185000000000032 0.11768500000000003 0.098510000000000028 96.082805124100005 70.311245485600026 0.10685000000000001 -0.08138999999999999 37.345948426100009 61.821094709650005 72.209296925700016 40.722669576350008 40.621691032550004 0.088145000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 7 8 26 14 11 -9 -11 -14 -10 25 17 -17 19 -19 21 -18 23 -23 -21 -8 -1 28 -2 -29
right_child=27 2 -4 -5 5 -7 15 10 9 12 -12 -13 13 -15 -16 16 20 18 -20 24 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.079632433683064163 -0.00059795630619083795 0.0025714465352300836 -0.0014075407847073118 0.015082319854957624 -0.00032831044214775353 -0.013461181773815037 0.00014356711214410283 0.085542416794645096 -0.094625043722870616 0.09807454656959752 0.1004043169857582 -0.046927717950896376 -0.10006612010680732 0.068605619463201206 -0.033175486386703069 -0.0006831836004734692 -0.0029124501487136838 0.079747804785264831 0.002134339448813596 0.0070262558656252168 0.00057729836120880393 -0.0035955225687498284 0.031646300052683998 -0.10053640336608904 0.041849293221396272 -0.010596411479536633 -0.038632556474706856 0.00093126213597704481 -0.013078736121987995 -0.0011796724390479112
leaf_weight=0.014955202983643945 2.0341210148527327 2.0857038729066057 1.5891717955973659 0.71260990920927714 1.0507796426093543 0.60077477970736559 0.94126341151195536 0.0078128012139488945 0.023537473199951364 0.010893431193835568 0.031954447389580309 0.0085988946025837842 0.0042716347042830449 0.0036973830664521756 0.017809143057320398 2.3573940430985645 0.68411299392755598 0.10803498845780257 1.1185695297317577 0.072244202663569013 5.3274953324021723 0.016103173373267055 0.018898936628652052 0.064951597202934863 0.11455117026343942 0.59505882057317883 0.0027920790926696517 14.341941730481421 0.5625496914214273 14.068380830233574
leaf_count=70 38 39 59 61 26 63 102 16 38 4 5 38 49 14 14 136 56 20 26 23 567 4 20 86 28 62 63 1943 94 869
internal_value=-2.51053e-06 0.000664906 0.00316224 0.00575743 -0.000165386 -0.00510557 0.000541325 0.0208414 -0.0107807 -0.0319466 0.0718098 0.0161348 0.0474267 -0.0218075 -0.068157 0.000316749 0.000990372 0.00389677 0.0115356 0.0472036 -0.000802857 -0.0101806 -0.0599259 -0.0812771 0.0283813 -0.00401631 0.0610265 -0.000381002 -0.00330183 -0.000114042
internal_weight=48.591 17.584 4.38749 2.79831 13.1966 1.65155 11.545 0.126322 0.0779563 0.0602091 0.0483661 0.0164117 0.0188624 0.00796902 0.0413466 11.4187 9.88236 3.77079 1.4134 0.29483 6.11156 0.784067 0.0999537 0.0810548 0.186795 1.53632 0.0177473 31.007 2.59667 28.4103
internal_count=4633 1689 159 100 1530 89 1441 311 252 119 59 54 67 63 52 1130 966 233 97 71 733 166 110 90 51 164 133 2944 132 2812
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=31
num_cat=0
split_feature=3 2 3 4 3 2 3 0 2 3 3 3 4 2 1 4 0 2 4 1 3 0 1 0 0 3 4 3 3 3
split_gain=0.00117958 0.00467587 0.0218383 0.0217685 0.0161139 0.0109449 0.0137418 0.0142846 0.0141504 0.00747027 0.00303813 0.0254165 0.0267945 0.0294192 0.010725 0.011328 0.00528293 0.00490928 0.0256889 0.00670076 0.00489069 0.0120187 0.00855029 0.00204781 0.0230714 0.0190425 0.00528222 0.0126993 0.00341107 0.00775085
threshold=1.0000000180025095e-35 -0.038374999999999999 -0.10696499999999999 38.110427674550003 -0.27297999999999994 -0.036264999999999999 -0.26568999999999993 90.189704902150012 0.26597500000000007 -0.245505 0.079605000000000023 0.075320000000000012 40.679780036550007 -0.047144999999999999 70.461799140950021 45.044778924400006 90.189704902150012 -0.053874999999999999 41.772405911750006 72.327589083450007 0.077440000000000023 92.773313165550022 87.143681840350013 86.162394622750014 85.823648898300021 -0.245505 41.489621506400006 -0.144095 -0.25098999999999999 -0.53179999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 4 -4 -3 -6 -7 9 -9 -8 11 14 13 16 -2 -16 -13 18 -14 -19 -20 -22 -23 24 26 -26 -1 28 29 -28
right_child=10 2 3 -5 5 6 7 8 -10 -11 -12 12 17 -15 15 -17 -18 19 20 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0015242185476049025 0.079797787981636017 -0.10039476866954514 -0.0040362251122623019 -0.090969878239969326 0.10054796743290761 0.099911053902980329 -0.022795620005239471 -0.065106426003863418 0.034465285952720255 0.086894984454639432 -1.6061757640799501e-05 0.0031697377762068685 -0.1020557068260185 0.09126888282928719 -0.10015840022327645 0.064302609106832082 -0.10027506119300918 0.011121979208316623 -0.0061140169283254581 -0.0024551201775086205 0.08150146862768623 -0.10015303174904899 0.052172307492371311 0.00020212870636302055 -0.090714382751604483 -0.00434462400222473 0.040289499355496028 -0.10050017891741195 0.029526905108089804 -0.082194486876358094
leaf_weight=1.0240462688232455 0.060396775515985213 0.011534056785507202 0.058765039748232578 0.056495707909490211 0.015933360904455185 0.015174709747874715 0.008835219661690541 0.040404460633510553 0.022067350077833225 0.020884586331987975 40.101115822317311 0.0098441632044252714 0.027852669355190041 0.062642255922338186 0.0076679206344298914 0.009229199569443125 0.0099037798715193581 0.56997773845614519 0.49702177900720557 1.0034688931023934 0.020759043771249708 0.008716285807539137 0.0063839389109325859 4.7403871825413466 0.053908616351847627 0.048486681016583932 0.0093127667298276151 0.017567062210432749 0.020803643503302993 0.011603942151635016
leaf_count=229 20 88 27 54 1 18 10 74 36 60 2773 10 34 26 55 29 38 32 100 36 72 129 68 389 16 27 21 100 18 43
internal_value=-1.69127e-06 -0.00129282 -0.0146866 -0.0466472 0.0126345 0.0232078 0.0117304 -0.0027841 -0.029934 0.0542857 0.000186404 0.00372589 0.00176024 0.0577179 0.0600951 -0.0103299 -0.0487088 -0.000400006 -0.00843418 0.00246316 -0.00354076 0.0321254 -0.0357543 -0.000727577 -0.00444442 -0.0498162 -0.000155934 -0.0291765 0.00085555 -0.0276608
internal_weight=48.5712 6.17621 0.250094 0.115261 0.134834 0.1233 0.107366 0.0921916 0.0624718 0.0297198 42.395 2.29386 2.21657 0.0823902 0.0772939 0.0168971 0.0197479 2.13418 0.560734 1.57345 0.532881 0.0358593 0.0151002 5.92612 1.18573 0.102395 1.08333 0.0592874 0.0417204 0.0209167
internal_count=4633 1211 368 81 287 199 198 180 110 70 3422 649 545 74 104 84 48 471 403 68 369 269 197 843 454 43 411 182 82 64
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=31
num_cat=0
split_feature=3 3 3 0 3 3 4 0 2 1 4 0 1 0 2 4 2 2 2 2 4 1 0 4 3 2 1 1 3 0
split_gain=0.00114689 0.00461573 0.00440479 0.00531256 0.0168748 0.0501875 0.0210117 0.00926517 0.026854 0.00484196 0.00327214 0.010338 0.0362752 0.036276 0.0214463 0.00554339 0.00515597 0.0163358 0.0751129 0.0238863 0.00842024 0.00581628 0.0116346 0.02326 0.0678793 0.00850853 0.00642312 0.012867 0.00512641 0.00454919
threshold=0.091885000000000022 0.092185000000000031 0.088145000000000015 87.261973998100004 0.090235000000000024 0.08846500000000003 41.835830569250014 93.910530954700008 -0.057599999999999998 75.180043159850015 41.559097512700014 86.780739992750014 62.036171360100006 85.823648898300021 -0.064729999999999996 42.154118731400011 -0.076544999999999988 -0.088880000000000001 -0.087660000000000002 -0.085550000000000001 36.377496227400009 74.927328095600004 85.990333302400003 39.896141435400004 0.096480000000000024 -0.051199999999999996 62.020040611300011 63.910026677050006 0.098085000000000019 86.036037090600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -7 8 -5 -9 16 12 29 15 -15 -14 17 -3 -19 -20 -18 22 25 24 -24 -22 -25 -28 -23 -12
right_child=1 10 3 7 -6 6 -8 9 -10 -11 11 -13 13 14 -16 -17 20 18 19 -21 21 28 23 26 -26 -27 27 -29 -30 -31
leaf_value=0.00019269853489903489 0.0067619342587626587 0.0005278807400798147 -0.0033633689700855647 0.047624976245693881 -0.0014977451824014481 -0.034700339636570321 -0.10245664331234512 -0.009172998040489249 -0.028190542688634648 0.0012797410771570737 0.0042652806518542362 0.00094757104415922947 0.050810178389814602 -0.096711321648483159 -0.02952748452561927 -0.0069892047345156668 -0.0094950092264422404 0.0028791206162029665 -0.023524151807505982 -0.10017724022610618 0.0040163831851272123 0.0014949334402651498 0.0025485996972319618 -2.6045275766197338e-05 0.064750723769308585 -0.0067642398766502802 0.018897339721756209 -0.0015843422712498144 -0.0087365901631196348 -0.0080142221308508663
leaf_weight=21.57472561183129 1.1296975334940125 4.9580065742392838 0.51637522610016562 0.13174102297762147 2.0709272130966703 0.10633673842096414 0.08035215106610849 0.60400430059525034 0.072390519428950362 1.6641600753611061 0.60828382852250207 3.4181780586443677 0.031537809478322631 0.10174743516108709 0.089141258175004734 0.035016692951614914 0.57421268160536598 0.53880648327709235 0.063778542762747747 0.11211562686816712 2.02633873631703 2.0362293598815318 0.51626726170070503 1.5823242585174742 0.26574550528312102 1.1462056466270949 0.67512597469612934 0.56209367965448109 0.644765602427677 0.59858620973682264
leaf_count=2932 34 334 15 31 45 28 45 69 28 232 54 231 8 19 23 33 75 11 21 51 25 24 7 18 51 39 19 32 82 17
internal_value=-1.85682e-06 0.000538398 -0.000439245 -0.00303804 -0.0060422 -0.0194282 -0.0638631 0.000332727 0.0207388 -0.00150379 0.000196844 -0.00206417 -0.00909453 -0.0431728 -0.0653378 0.0203999 0.000899898 -0.00150955 -0.0156436 -0.0723831 0.00226271 0.00297677 0.00453708 0.00842672 0.0236863 0.000121462 0.00419441 0.0095921 -0.000965696 -0.00182514
internal_weight=48.5352 21.7142 26.821 5.24629 2.77399 0.703064 0.186689 2.4723 0.204132 2.26816 20.5845 4.88249 1.46431 0.257443 0.190889 0.0665545 15.702 5.67271 0.714701 0.175894 10.0293 9.4551 6.7741 3.60156 0.782013 3.17254 2.81954 1.23722 2.68099 1.20687
internal_count=4633 1208 3425 493 133 88 73 360 59 301 1174 385 154 83 42 41 789 417 83 72 372 297 191 127 58 64 69 51 106 71
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=31
num_cat=0
split_feature=1 1 3 3 3 3 3 0 0 2 4 3 2 2 0 1 0 1 0 2 3 2 2 1 4 0 2 4 3 4
split_gain=0.00123535 0.00638802 0.00442304 0.00483136 0.00534885 0.00321579 0.00475567 0.00740341 0.0230401 0.0048191 0.00581525 0.0040519 0.0323419 0.0301575 0.0243363 0.0118897 0.00511013 0.00497116 0.0220182 0.0144207 0.0113094 0.00452708 0.00415946 0.00583061 0.00521034 0.00359156 0.00336343 0.00812721 0.00270429 0.00258598
threshold=62.041548276350007 62.025417527550012 0.25799500000000009 0.12001500000000002 0.11231500000000003 0.10487000000000003 0.092015000000000027 85.990333302400003 86.866770652900016 -0.072755 39.852039223600009 0.087795000000000026 -0.043559999999999995 -0.016014999999999998 86.208098410950015 61.821094709650005 86.135510041400025 61.928633034850002 85.662341410450011 -0.081984999999999988 0.07771500000000002 -0.11963999999999998 -0.053874999999999999 62.014663695050011 42.720329370750001 85.216057360850016 -0.23353499999999996 48.96897326980001 -0.23921499999999998 48.823707093150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 11 9 -9 -8 -11 12 17 -14 15 25 -13 18 19 20 21 26 23 24 -19 -15 27 29 -28 -1
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 10 -12 16 13 14 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.018892961840835394 -0.0003354183915158044 0.010246802091552768 0.0089510595484768914 -0.0052271463610572035 0.0098317308953321161 -0.0039736154578641023 0.0043512669054160298 0.02182360645296463 -0.0050749111421277459 0.0030015755663450193 -0.010971189846997277 -0.0014301621634105303 0.092097174134932888 -0.042838588801798992 0.073340354435746144 -0.10109386174474994 -0.012368089148358014 0.011700805202691331 -0.071617880840931084 -0.10084436780160606 0.064927770567360862 -0.10017369197122726 -0.0082456251856034574 -0.0077274329078596956 0.00085010679464645768 0.10006227391666088 0.055166635054381054 -0.10012581228544191 -0.00941671459342577 0.065079124915213879
leaf_weight=0.0078532136603394823 33.82779529014978 0.6775080405459456 0.56752588671224735 1.5954185013138147 0.60035058387364948 1.6227387980616192 1.4532640697989341 0.70839279511710607 0.57848374434979632 0.5758690292659594 0.61696413976775943 1.5452255141419473 0.073581914159944972 0.0028717016294089728 0.02172590047121048 0.022843066563524417 0.59030324034392823 0.61467254279342975 0.05154838870038958 0.010765353508759512 0.03619538946886447 0.0047711710794828754 0.50877122860401858 0.5380183130776669 1.5802569901193235 0.0045382669195532799 0.014579626864233086 0.0090388518608079949 0.011675721705164788 0.0068805060000158855
leaf_count=107 3559 55 17 37 23 29 40 22 25 16 27 76 19 140 6 13 15 139 24 9 28 5 6 17 38 3 37 35 58 8
internal_value=-3.19286e-06 0.0007638 0.000304068 -6.19481e-05 0.000635692 0.00014328 0.000839972 0.00351061 0.00973204 0.00048495 -0.0042255 -0.00101706 0.00106751 0.0509065 -0.00740336 -0.0653886 -0.00445363 -0.000775726 -0.0183717 0.00860125 0.0215495 -0.0071023 5.64249e-05 0.00160195 0.00388876 0.0446817 0.00177394 -0.0254754 0.0264465 0.0203212
internal_weight=48.4804 14.6526 13.9751 13.4076 11.8122 11.2118 9.58909 3.93297 1.28688 2.6461 1.19283 5.65612 3.52059 0.125561 0.0519789 0.030253 2.13553 3.39503 0.153308 0.10176 0.0909945 0.0547991 3.24172 2.73295 2.19493 0.00740997 0.0500279 0.0237726 0.0262553 0.0147337
internal_count=4633 1074 1019 1002 965 942 913 130 47 83 43 783 692 181 162 156 91 511 311 287 278 250 200 194 177 143 245 150 95 115
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 4 2 4 4 0 4 2 2 0 2 4 4 2 0 0 2 2 4 4 0 3 3 2 3 2
split_gain=0.00103499 0.0037929 0.0105471 0.0011305 0.00614205 0.013142 0.0035682 0.0139888 0.0176918 0.017056 0.00900717 0.00640797 0.00528796 0.0052045 0.00686682 0.00612883 0.00421442 0.0133392 0.0589837 0.0100883 0.00794854 0.00398467 0.00835518 0.0029772 0.00480458 0.00358744 0.00257774 0.00502547 0.00776998 0.00390821
threshold=0.28423000000000004 100.53758024625002 93.910530954700008 62.041548276350007 62.020040611300011 41.909642283050012 -0.095074999999999993 41.16018805045001 44.202975721700007 85.307464937250003 44.279556297950009 -0.11963999999999998 -0.092084999999999986 86.538778761000017 -0.0057149999999999996 43.182896969600009 40.806664626150003 -0.059424999999999999 85.990333302400003 85.683849075550015 1.0000000180025095e-35 -0.070854999999999987 39.525197829750006 42.844429421150004 85.799452775150016 0.08326500000000002 -0.53179999999999994 -0.23265499999999997 -0.25098999999999999 -0.23381499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 7 11 9 -9 -10 -1 -8 16 15 -15 21 23 19 20 -19 -14 -23 24 -18 -25 -12 28 -28 -30
right_child=1 -3 -4 -5 5 -7 12 8 10 -11 26 -13 13 14 -16 -17 17 18 -20 -21 -22 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.0026684347723480223 -0.0093657591042525939 0.0014369049240746461 0.074132979181894529 -0.00037590090040987451 0.016343790699670787 -0.00091392722322732956 0.010085529111234171 0.012961540764137811 0.10028963775884046 -0.1016758878804271 0.037009718708011445 -0.010687556502720783 -0.002044484538976031 0.014493193784626851 -0.0027756893255331512 0.0025649352343493879 0.0016315306626169608 0.069924692790433896 -0.0040449222198911212 -0.10168935467910421 -0.078639822096741294 -0.00095281145710427893 0.013004086406384872 -0.0026889086739049425 -0.0075425023814338563 0.0087533637168528741 -0.10014916519670346 -0.10030728743549543 -0.033760081415225345 0.052984790775660262
leaf_weight=1.0595477267755673 0.034072818778536296 0.53322829886897982 0.027207265182141782 33.24480283038865 0.74333986232205873 1.0858172094067411 0.55398925425379175 0.017618926306558702 0.0084684525785769793 0.049277197523224459 0.0086284372474381144 0.54349017934873822 1.8815972349493679 0.7367969210899904 1.0206054002046583 1.0370031814672982 1.1240989537764106 0.0065797722295507311 0.56152062362525612 0.083121687029233726 0.0079555902523687147 1.0899655835653499 0.70722899525753735 0.52282921505411628 1.1599319982196901 0.57574486273006187 0.0067237439541282243 0.0069439925284164863 0.0080454094197779363 0.014654009009973381
leaf_count=273 32 109 35 3390 37 45 9 62 2 30 17 24 20 48 10 8 39 25 16 21 138 41 34 19 21 23 25 17 27 36
internal_value=-2.10185e-06 0.00414466 0.0277062 -5.36054e-05 0.000679194 0.00609933 -9.58209e-05 -0.00432844 -0.0372082 -0.071483 0.00567764 -0.00185975 0.000563183 6.14916e-05 0.00375948 0.00751967 -0.00127697 -0.00350597 -0.0165197 -0.0882489 -0.0113886 0.00117197 0.00453948 -0.00096994 -0.00302745 0.0033078 -0.0121289 -0.0237875 -0.00572853 0.0222396
internal_weight=48.4608 0.594508 0.0612801 47.8663 14.6215 1.82916 12.7924 1.7234 0.12036 0.0668961 0.053464 1.60304 11.069 10.515 2.79441 1.7738 7.72057 4.04178 0.659178 0.097657 0.0145354 3.67879 1.79719 3.38261 2.28403 1.09857 0.0449956 0.0363672 0.0294232 0.0226994
internal_count=4633 176 67 4457 1067 82 985 513 216 92 124 297 472 463 66 56 397 302 200 184 163 95 75 102 60 42 122 105 88 63
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=31
num_cat=0
split_feature=1 0 1 1 3 3 0 3 3 3 2 4 4 2 1 1 3 3 3 3 3 0 0 2 3 2 2 4 2 0
split_gain=0.00118855 0.00682704 0.00481024 0.0108075 0.00367437 0.00558864 0.0035168 0.00245272 0.00251745 0.00379175 0.0017522 0.00252485 0.00289255 0.00178641 0.000953268 0.00499136 0.00421744 0.00328012 0.00441182 0.0029797 0.00470966 0.0061408 0.0206928 0.00424399 0.00325237 0.00759397 0.00278811 0.00257053 0.00924339 0.0302261
threshold=60.87206898960001 82.605564516150011 59.240174904450008 58.309968391300011 0.10176000000000003 0.087125000000000022 76.535026057600007 -0.57039999999999991 -0.55393499999999996 -0.25587999999999994 -0.23265499999999997 45.205561619650005 41.243661560350013 -0.23381499999999997 62.041548276350007 62.025417527550012 0.25799500000000009 0.12001500000000002 0.11231500000000003 0.10487000000000003 0.092015000000000027 85.990333302400003 86.866770652900016 -0.072755 0.087795000000000026 -0.071969999999999992 -0.087660000000000002 43.219899330700009 -0.080869999999999997 85.662341410450011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 -10 13 12 -12 -11 15 16 17 18 19 20 24 23 -23 -22 25 27 -26 28 29 -2
right_child=14 -3 -4 -5 -6 -7 -8 8 9 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.10008521683744853 0.019436332682737093 -0.10033250082136445 0.079216067876114307 -0.10028508081958409 0.067623788103736399 -0.10009356499053944 0.063333460979717288 0.082383899014858653 -0.10013867950464872 -0.018955312176321487 -0.10005097366237799 -0.10019671549913961 0.092732697508667805 0.037507983194275708 -0.00027209692074632276 0.0091070447961426708 0.0087818458074719816 -0.0043159801350868589 0.0089212432421372743 -0.0039021521660942346 0.0042712636282193402 0.020692436049518061 -0.0048744825190200746 -0.0038283241335889868 -0.00048928394899109358 0.010090690445899215 -0.0077274454133573521 0.0010384130124518165 -0.0022197449626974943 -0.083460464177134319
leaf_weight=0.0025697774538775342 0.056913226475617029 0.0078913220301721765 0.0065561959945450434 0.011290343300378591 0.00836799549870193 0.0054022857696054407 0.0090637408654856699 0.0034451875972081178 0.003900903472527857 0.0087882026806861968 0.0012331211907183086 0.0034642803812054979 0.0021100493283715549 0.015461766350654209 33.839483405373542 0.67294299267632673 0.56083521447726603 1.6008874920607912 0.59209391067997863 1.6193622702267028 1.4400327010953338 0.69771578564541392 0.57948694238439202 1.1745823578721684 1.0391857551785508 0.69774654508994505 1.0907588287750511 1.5753132648119388 1.0500985137550745 0.057280576471839595
leaf_count=35 163 36 20 51 7 24 21 7 81 41 47 19 47 37 3559 55 14 31 21 26 20 22 25 29 29 53 30 30 14 39
internal_value=-2.69068e-06 -0.011513 -0.00292913 -0.0101006 0.00585704 -0.00346601 0.00696645 -0.00550255 0.000826468 -0.00721112 0.00446085 -0.0403696 0.0216249 0.0170457 1.86289e-05 0.000696868 0.000287711 -7.12402e-05 0.000511024 6.15359e-05 0.000740103 0.0034089 0.00909232 0.000632627 -0.00112552 0.000777092 -0.00419599 -0.00159498 -0.00515801 -0.0321776
internal_weight=48.4343 0.0895452 0.0816538 0.0750977 0.0638073 0.0554393 0.050037 0.0409733 0.0384035 0.0349583 0.0310574 0.00680745 0.00334317 0.02425 48.3447 14.5052 13.8323 13.2715 11.6706 11.0785 9.45911 3.89182 1.2772 2.61462 5.5673 3.43735 2.12994 2.73961 1.16429 0.114194
internal_count=4633 473 437 417 366 359 335 314 279 272 191 113 94 78 4160 601 546 532 501 480 454 96 47 49 358 299 59 246 216 202
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=31
num_cat=0
split_feature=2 2 4 4 0 4 1 2 3 2 3 4 4 0 0 0 4 3 1 3 1 2 3 2 2 4 0 0 4 4
split_gain=0.000966591 0.00329362 0.0247192 0.029841 0.0278397 0.00861284 0.00292595 0.0028315 0.00278515 0.00535103 0.00383663 0.00277659 0.0304314 0.0130941 0.020174 0.00447727 0.0138564 0.00239547 0.011497 0.0407922 0.0762133 0.00721632 0.00409802 0.0119802 0.0075334 0.00238766 0.00227286 0.0337418 0.0665902 0.00813839
threshold=-0.033594999999999993 -0.0057149999999999996 41.873095646600007 40.300545846000013 93.308316333500017 41.489621506400006 62.154463517850012 -0.027754999999999998 0.12376500000000003 0.048475000000000011 0.10526500000000003 40.371455563000005 40.636252116050009 86.162394622750014 85.990333302400003 87.380266155850009 41.489621506400006 0.11636500000000001 61.966271448700006 0.42293500000000012 75.28220456885002 -0.088274999999999992 0.10646500000000002 -0.091639999999999985 -0.038374999999999999 40.148327922700012 85.823648898300021 85.990333302400003 40.518963363600001 43.426369480700011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 4 -2 -5 -4 -8 9 11 -11 25 -13 14 -14 -15 -17 22 -19 20 21 -20 24 -24 26 -3 -1 28 -28 -29
right_child=1 8 6 5 -6 -7 7 -9 -10 10 -12 12 13 15 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.0021603967254945899 -0.031524239664833906 -0.0071917916238474879 0.0065855375771780664 0.089067403826426472 0.037104184413042793 0.038194650631195037 0.00078769083413421099 -0.0073996393025720633 0.0062888392828895114 0.0010164354661140814 -0.0071649363125658311 -0.00079056282072239095 -0.0673180020402602 -0.10214581370520706 0.10039047037074589 0.048447382193909184 -0.10056144557369949 0.0025209848054734479 -0.057885612932016384 -0.0022465410082682666 0.057470523790074036 -0.10197500275316154 -0.0021602934310027177 0.014448300536288159 -0.011327286131757786 0.0022690647027312047 0.018076917295795723 -0.00032335332180961522 -0.1013607083337639 0.016319132921040293
leaf_weight=3.8767386103293999 0.10650741392964613 0.55208895163839733 0.57233439908568717 0.071904605010786327 0.13282406432763771 0.061952951115927135 1.5282410511279216 0.58375984988850804 0.64489909230182085 8.5870261819893496 0.61418632835786091 0.49740100651979441 0.019373217115817798 0.04582555330125615 0.011389472521841526 0.009300062191869074 0.018970015577259858 1.6147479435112466 0.060341516825815122 1.049149459138728 0.049358000155912851 0.096479868543141833 1.0684519709299283 0.73175604551346607 0.60937506513627582 0.51613918080104781 0.091605799438755464 24.205253726213559 0.095181535070878454 0.29744467712919131
leaf_count=722 26 43 46 59 30 10 77 35 67 695 60 2 56 10 1 17 81 34 30 41 38 22 55 57 23 13 16 1505 50 712
internal_value=-2.51493e-06 0.000678365 0.00359595 0.0277109 0.00656313 0.0655221 0.000243375 -0.0014753 -9.62187e-05 -0.000474974 0.000470324 -0.00568177 -0.0111115 -0.0600691 -0.00522619 -0.0828386 -0.0515417 -0.000295704 -0.0030595 -0.0102378 -0.0509014 -0.0850103 -3.96225e-05 0.00459084 -0.000325333 -0.00262056 -9.06397e-05 -0.000444097 -0.0427851 -0.000121326
internal_weight=48.42 14.5741 3.05752 0.373189 0.239331 0.133858 2.68434 2.112 11.5166 10.8717 9.20121 1.67049 0.602259 0.104858 0.0307627 0.0740956 0.0282701 33.8459 2.87008 1.25533 0.206179 0.156821 30.9758 1.80021 29.1756 1.06823 28.5662 24.6895 0.186787 24.5027
internal_count=4633 1328 283 125 56 69 158 112 1045 978 755 223 167 165 57 108 98 3305 165 131 90 52 3140 112 3028 56 3005 2283 66 2217
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=31
num_cat=0
split_feature=0 2 2 4 0 3 0 0 0 0 4 2 4 3 0 4 2 0 3 0 0 2 1 4 1 0 1 3 4 3
split_gain=0.00110164 0.0096372 0.0139212 0.00666596 0.00481663 0.00301599 0.00235777 0.0013563 0.00297987 0.00263779 0.00832342 0.00141212 0.00792108 0.0217734 0.0302951 0.0178547 0.0141439 0.0133441 0.0159254 0.0155757 0.0104455 0.00673065 0.00540278 0.00474641 0.00437743 0.00398004 0.00410819 0.00360372 0.0111793 0.0198241
threshold=85.121961326250016 -0.07490999999999999 -0.017745 41.404176814550006 84.226704768850013 0.099855000000000027 68.257263473950005 85.398872513700013 85.662341410450011 85.769879735700016 41.909642283050012 -0.036264999999999999 43.426369480700011 0.082325000000000023 87.380266155850009 43.477771593600004 -0.087660000000000002 95.988709089550014 0.090850000000000028 96.082805124100005 97.32487278035002 -0.22932499999999997 61.944763783650011 47.74983977685001 73.007768990450018 99.755238930300024 80.677940036650014 0.050735000000000009 35.374259656300005 -0.067414999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5 -2 -9 10 -10 12 -11 16 -15 -16 21 18 -17 -19 -21 24 -13 -22 -14 -23 -27 28 -24 -30
right_child=7 2 3 6 -6 -7 -8 8 9 11 -12 22 13 14 15 17 -18 19 -20 20 23 25 27 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0010856852034444307 0.0046789938238149765 -0.10051755310555391 -0.056158461211292435 0.063981388113498669 0.10013032579888098 0.05963100512532174 -0.10013429622913744 -0.0070512171759676504 0.0084965001695853134 -0.00062308516303652005 -0.0061319770466955669 0.0099603240817849881 -0.10026415039125976 0.067625232725065043 0.10048985895650633 -0.087964088523164174 -0.087268053735624823 0.10054268850576138 0.032371921441596972 -0.10059803891935289 -0.037695778864647395 0.051252356366414925 0.062778073710947235 0.054509599717170898 -0.0032831472358262428 -0.10006471234590686 0.010538360274060099 0.00053083607249191018 -0.0064959496903323911 -0.10116888369507511
leaf_weight=0.94906996537530419 0.62871130476037151 0.024149447359818055 0.0053358070408819902 0.001029389255341683 0.007610250497236847 0.0038891744334250689 0.0058513847805790054 0.59121252200154017 1.2250265778047822 29.508716176324867 0.56991195406681061 0.61015022129687579 0.0092566780294838225 0.11561667686328292 0.014266987427664191 0.038311457663439796 0.026906546002691267 0.015781506896018982 0.015425779798533767 0.010855921762185972 0.0092238484794506803 0.021400429560674894 0.017293112156783086 0.014142948961641366 0.0093607318485915414 0.0040367655502393509 0.019980541027738496 13.736697697862416 0.13708263127892084 0.026372993032334868
leaf_count=531 52 40 47 27 2 3 118 118 33 1799 47 21 53 17 2 105 22 1 26 7 38 112 56 28 54 51 220 823 158 22
internal_value=-3.95041e-06 -0.00329371 -0.0470741 0.00734605 0.0412398 -0.0073426 -0.075582 6.52765e-05 3.2256e-06 9.35864e-05 0.0038518 -5.84794e-05 -0.000452194 0.0150847 0.0312444 -0.00439906 -0.0264288 -0.0188238 -0.0534205 0.0183556 -0.0195443 -0.000865131 0.000750038 0.0181123 -0.0515026 0.0198919 -0.00805151 0.000346253 -0.0136819 -0.0217711
internal_weight=48.3727 0.996935 0.0478655 0.023716 0.0168352 0.00922498 0.00688077 47.3757 46.747 46.1558 1.79494 44.3609 29.8333 0.324567 0.233625 0.118008 0.0909417 0.103741 0.0537372 0.0500042 0.0342227 0.0640351 14.5276 0.0233668 0.0186174 0.0454177 0.0240173 13.9174 0.180749 0.163456
internal_count=4633 768 237 197 52 50 145 3865 3813 3695 80 3615 2535 736 224 207 512 205 131 74 73 490 1080 66 107 383 271 1059 236 180
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=31
num_cat=0
split_feature=2 2 3 0 0 0 0 0 2 3 3 2 0 3 4 3 0 0 2 3 3 2 1 2 4 3 3 1 2 0
split_gain=0.00092415 0.00380028 0.00805998 0.00277593 0.0123249 0.00431748 0.0046713 0.0029039 0.00238156 0.0121619 0.0288279 0.00246449 0.00221364 0.00213292 0.00423457 0.0267301 0.00315929 0.00285867 0.00277624 0.00825127 0.00505081 0.00460781 0.00557748 0.0037722 0.0077163 0.00723311 0.00359879 0.00221952 0.00204201 0.00281439
threshold=-0.117885 -0.11051999999999999 0.086555000000000021 85.705356740550016 85.216057360850016 84.546631286350006 83.933662832600007 71.096275259750016 -0.10040499999999999 0.090665000000000009 0.093635000000000024 -0.099379999999999996 86.345209775600011 0.084995000000000029 41.542492784600007 0.088145000000000015 86.780739992750014 96.741477366050006 -0.14510999999999999 0.080545000000000019 0.083905000000000021 -0.16533 87.143681840350013 -0.22147500000000001 45.458122212500008 -0.067414999999999989 -0.22831499999999999 90.025708956200006 -0.092084999999999986 85.968825637350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 -1 9 -3 -11 -10 -5 18 16 -16 -15 -18 19 21 -21 23 -23 24 25 26 -14 -24 29 -13
right_child=1 8 -4 12 -6 -7 -8 -9 11 10 -12 28 13 14 15 -17 17 -19 -20 20 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10018454603230634 0.0031104984060346952 -0.00043476149395669795 -0.01368235355551806 0.0071829014428916194 -0.10046842691832691 0.070007566735909646 -0.10036043193799307 0.0043064245382790217 -0.0070715734722121715 0.07810910025500592 -0.013876047311702059 0.0086236896248857563 -0.0034442444707868062 -0.0063412261117056059 0.065678034117282028 0.0023860720779829963 0.0056799534643549457 -0.0014667704465452444 -0.00071404446253809598 -0.10049356483824273 -0.0061465969024925085 -0.10023763749058739 0.034662006510525263 0.065251132365119133 -0.10010576918596659 -0.079365334797148912 0.054176853979106002 -0.10001904581682285 -0.00025500479769533738 0.00099163654471312764
leaf_weight=0.0027886572766624282 0.5355251530301115 0.61416137983736074 0.61295479533446184 0.58659729229197299 0.014601315419355387 0.0078931462066975655 0.0050820857031901303 0.05749203202718757 0.50410215022893012 0.06884286559276559 0.067452872384101192 0.58583081384786817 0.019629365096344314 0.52165404986590225 0.075262083817598469 0.58842397498605781 1.1827002962799045 1.0625098845052519 2.5089906436952774 0.016227796970341768 0.008724969582154074 0.0094375985886631236 0.0070571078939565268 0.010351630536139744 0.0068311028085652472 0.0072639632915179045 0.024204549692921521 0.0014802806549205627 35.875893176012049 2.7572763436259056
leaf_count=91 21 87 47 48 34 10 18 378 17 13 38 58 73 6 33 100 79 199 176 54 12 136 78 34 81 83 40 89 2367 133
internal_value=-3.81955e-06 -0.000179562 -0.00585201 0.00108384 -0.0165749 0.000146669 -0.00828967 -0.000527454 -1.86003e-05 0.00556229 0.0325856 -0.000124036 0.00131759 0.000748969 0.00238982 0.00956339 0.000669096 0.00229788 -0.00139934 -0.0168605 -0.0675043 -0.00220984 -0.0472571 0.00964892 -0.000286932 0.0130575 0.0283734 0.0113099 -3.47354e-05 0.00232904
internal_weight=48.3472 41.622 1.14848 6.7252 0.0878572 0.0732559 0.0653628 0.0602807 40.4736 0.750457 0.136296 39.7231 6.63735 6.05075 3.43055 0.663686 2.76686 2.24521 2.6202 0.111208 0.0249528 0.0862556 0.017975 0.0682806 0.057929 0.0510979 0.0438339 0.00853739 39.219 3.34311
internal_count=4633 2781 68 1852 531 497 487 469 2713 138 51 2575 1321 1273 417 133 284 278 856 680 66 614 303 311 277 196 113 167 2558 191
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=31
num_cat=0
split_feature=0 2 2 4 0 3 0 4 3 3 3 3 3 4 2 3 3 2 3 3 0 1 0 0 0 2 1 1 0 3
split_gain=0.000869045 0.00867065 0.0127309 0.00591072 0.00444673 0.00253182 0.00211024 0.00146351 0.00117456 0.00500245 0.00334836 0.00278345 0.00357073 0.0044459 0.00236364 0.00731284 0.00286913 0.00236521 0.00445786 0.00160292 0.00245776 0.00114614 0.00223654 0.00100614 0.0154708 0.00987614 0.0025607 0.0180229 0.00175981 0.0019759
threshold=85.121961326250016 -0.07490999999999999 -0.017745 41.404176814550006 84.226704768850013 0.099855000000000027 69.087997036250016 40.300545846000013 0.10176000000000003 0.092185000000000031 0.090465000000000031 -0.10978499999999999 -1.0000000180025095e-35 41.772405911750006 -0.23353499999999996 -0.23921499999999998 -0.54009999999999991 -0.23265499999999997 -0.25420999999999999 0.079745000000000024 78.252950803000019 61.885617704800005 85.931187223550012 85.683849075550015 85.619326080400015 -0.074029999999999999 62.046925192600007 61.993156030000002 85.705356740550016 -0.27651499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 7 -5 -4 9 10 11 14 -13 -14 15 16 -1 -16 -19 -15 -21 22 -2 24 26 -26 27 -23 -25 -30
right_child=21 2 3 6 -6 -7 -8 -9 -10 -11 -12 12 13 19 17 -17 -18 18 -20 20 -22 23 -24 28 25 -27 -28 -29 29 -31
leaf_value=-0.0039054677950194636 0.0071674630960262102 -0.10046805487760364 -0.10015318978724033 0.058238277542258812 0.10011793963438816 0.055667826809365883 -0.10012174405063433 0.0067559566852333428 9.6453577958004134e-05 -0.071987067653233469 0.092834183417312921 -0.10008570823548235 -0.10013304577021809 0.10003288345631561 0.060798466460686013 0.052089658421128796 -0.10017532482227039 0.050400262567298529 -0.1001514811491606 -0.10004879112613614 0.085927563853739897 0.0058370969111427723 0.00021229478485130794 -0.0057802809739917332 0.010130449685572664 0.073269125061719412 0.00046028087829122022 -0.10068764886737736 -0.025140796750664614 -2.2489518901582382e-05
leaf_weight=0.0049640733998259643 0.65794652973238799 0.021855995513490711 0.0028526740768408804 0.0010009138957206972 0.0068886023946106425 0.0037583307712338865 0.0052824512593108719 0.0023233177380461711 0.87562256075580081 0.012047665214595327 0.0035461006991681634 0.0064905509595744185 0.0030583055779117435 0.0029790675616823137 0.011416876237490351 0.009234350905769656 0.0082255281292160226 0.0049360623568441139 0.0032695143889466842 0.0013893436516809743 0.0014545417448061926 0.072145787783710058 1.5551384295085133 0.54073292239627235 0.051873521446395898 0.047422081920217352 0.51331121992041062 0.020366312691294297 0.03133970179829404 43.851620080818584
leaf_count=29 37 40 26 53 2 3 92 21 29 24 9 105 33 7 8 23 56 41 99 8 60 41 25 17 26 15 29 57 58 3560
internal_value=-3.24492e-06 -0.00293163 -0.0463475 0.00716022 0.039745 -0.0068041 -0.0748957 -0.0521655 -0.000919625 -0.0131053 -0.0014692 -0.0072933 -0.0437073 -0.00250524 0.00601937 -0.0161599 -0.0639429 0.0313651 -0.00958712 0.0487704 -0.00492879 5.81533e-05 0.00228005 -5.08071e-05 0.00369701 0.0402845 -0.00229976 -0.0176141 -0.000110295 -4.04282e-05
internal_weight=48.3345 0.992597 0.0439623 0.0221063 0.0158229 0.00893432 0.00628337 0.00517599 0.948635 0.073012 0.0609643 0.0574182 0.0153718 0.00888126 0.0420464 0.022424 0.0131896 0.0196225 0.00820558 0.00582295 0.00284389 47.3419 2.21308 45.1288 0.705119 0.0992956 0.605823 0.0925121 44.4237 43.883
internal_count=4633 768 237 197 52 50 145 47 531 502 478 469 213 108 256 108 85 148 140 75 68 3865 62 3803 168 41 127 98 3635 3618
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 0 1 2 2 2 4 0 4 4 3 3 3 2 4 4 4 0 0 2 2 2 2 4 3 4
split_gain=0.000814087 0.00318637 0.00904389 0.00101059 0.00358902 0.0185878 0.0056571 0.0107772 0.00646241 0.00455255 0.00421849 0.00217868 0.00695443 0.00208878 0.00404507 0.00340477 0.00543562 0.00273159 0.00629387 0.00316447 0.00193317 0.00169774 0.0044743 0.00155751 0.00664707 0.0128803 0.0128964 0.00468588 0.00246203 0.00541489
threshold=0.28423000000000004 100.53758024625002 93.910530954700008 85.662341410450011 -0.088039999999999993 85.431134011250023 61.923256118600001 -0.093604999999999994 -0.10771499999999999 -0.124155 50.189067467950004 85.769879735700016 41.909642283050012 35.771221912400001 0.094595000000000026 -1.0000000180025095e-35 -0.15148999999999999 -0.23353499999999996 48.96897326980001 48.823707093150006 34.424709467050008 83.933662832600007 82.605564516150011 -0.074029999999999999 0.17437500000000003 -0.054875 -0.053874999999999999 43.847983878700006 0.093635000000000024 38.474425342400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 8 9 13 21 12 -5 20 15 16 17 18 19 -15 -1 22 -8 -6 25 -25 -27 28 29 -28
right_child=1 -3 -4 11 23 -7 10 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.040948510314793102 -0.0083392647429125916 0.0012236460508433166 0.070185556187931875 0.0077440787321758214 0.00067220380978569002 -0.10051967101189439 -0.10012373607781155 0.099748463203177734 -0.066780246900051868 0.06767645301842122 0.10005257417782452 -8.7962857756111076e-05 -0.0056290471654995601 -0.029776910092224662 -0.073233990998214954 0.069559842167652708 -0.10006535569252442 0.036130580324127824 -0.10011872328959684 0.0838758279721043 0.099316052017666911 -0.1003720050095778 0.093931647036770108 -0.10115280157864184 -0.0020312876175739695 0.098807180057323848 0.079928927628062391 0.041311570051457358 -0.10019658013633821 -0.07162848167709894
leaf_weight=0.0013678264936714596 0.033961896220101262 0.53235245487860894 0.025816100037559409 1.2174442663172147 1.4434355781788784 0.022679282839362713 0.0031970202194624717 0.011319772191200173 0.013789295044261962 0.010850624309568957 0.0015438141999766239 43.749660700368295 0.57135920175005583 0.00480976779819247 0.0082063353274861583 0.0065828649492228252 0.0055210988091593796 0.016301319164370338 0.0062795867295051258 0.0049931007088162005 0.0034888684040197404 0.0089340005080718043 0.0018909001603333309 0.020559204953087946 0.55830173701464503 0.0093911246985954946 0.0032403633646558233 0.0058662920263504717 0.0087591401369877531 0.0086515280696894889
leaf_count=63 32 109 35 33 59 47 179 5 13 15 1 3456 47 46 14 30 98 23 12 5 11 35 7 12 23 4 18 42 21 138
internal_value=-3.29053e-06 0.00368181 0.025573 -4.90088e-05 -0.00214732 -0.0181477 -0.00102077 0.00827075 -0.00432809 0.00826188 -0.0568392 5.18997e-05 0.00347259 -0.00294015 -0.0087239 0.00317581 -0.00835297 0.00728304 -0.0219571 0.0281122 0.0598123 -0.0741129 -0.028004 -0.00112306 -0.00533821 -0.0380341 -0.00189584 -0.0375599 -0.0599647 -0.0303313
internal_weight=48.3206 0.59213 0.059778 47.7284 2.18996 0.131755 0.109076 0.0935105 0.0821907 0.0684014 0.0155657 45.5385 1.7888 0.0575508 0.0526941 0.0444877 0.0379049 0.0323838 0.0160825 0.00980287 0.00485669 0.0140219 0.00508792 2.0582 0.614769 0.0564677 0.0359084 0.0265173 0.020651 0.0118919
internal_count=4633 176 67 4457 921 604 557 335 330 317 222 3536 80 302 228 214 184 86 63 51 74 221 186 317 258 235 223 219 177 156
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=31
num_cat=0
split_feature=2 2 3 0 0 0 2 0 2 3 3 2 0 1 0 4 2 1 3 3 2 0 4 1 2 3 3 3 1 3
split_gain=0.000787761 0.00307739 0.0064861 0.00218346 0.0106168 0.00356515 0.00370031 0.00229024 0.0020818 0.0105718 0.0246561 0.00196937 0.0017872 0.00176927 0.0033145 0.0150846 0.0803547 0.0758793 0.0176999 0.00601394 0.0105988 0.0138276 0.00571794 0.00344572 0.00292934 0.00278988 0.00476612 0.00392677 0.00279988 0.00272963
threshold=-0.117885 -0.11051999999999999 0.086555000000000021 85.705356740550016 85.216057360850016 85.121961326250016 -0.13509999999999997 71.096275259750016 -0.10040499999999999 0.090665000000000009 0.093635000000000024 -0.099379999999999996 86.345209775600011 62.041548276350007 87.380266155850009 42.055256506450007 -0.082404999999999992 62.111448187750007 0.088565000000000019 0.091290000000000024 -0.088039999999999993 85.683849075550015 40.330620469300008 62.116825104000007 -0.087660000000000002 0.4149000000000001 0.12001500000000002 0.11231500000000003 62.025417527550012 0.084805000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 -1 9 -3 -11 -10 -5 25 15 19 24 -18 29 20 -15 -22 -21 -16 -17 26 27 28 -13 -19
right_child=1 8 -4 12 -6 -7 -8 -9 11 10 -12 13 -14 14 23 16 17 18 -20 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.1001713512320298 0.0027991936805098414 -0.0003003800753205497 -0.012255627383903818 0.0064813212856590328 -0.10039397733990599 0.10007235844652843 -0.086143850550472037 0.0063794341322056542 -0.00631682131231076 0.074815384964189074 -0.01173537418358311 0.00049108214632565493 0.00068715517500440729 0.0022604088728743112 0.0078173657792260983 -0.069858949470994344 -0.038651337314835166 0.10087496373097485 0.013824793193988372 -0.0027693438253177513 0.0012342285510896214 -0.020283060182707525 0.0056414811499837072 -0.00012028455468994368 -0.10236328127367211 0.0078793546776553414 -0.0044407976447764239 0.0093194205530388458 0.0074608175517483742 0.064411305352503015
leaf_weight=0.0020952660521182239 0.53424459736893559 0.61384734422495313 0.61631172060301775 0.58377180365675574 0.012424077819233048 0.0034078276366926721 0.0051498888288022118 0.054204003369665951 0.50609210086221068 0.064906336145307775 0.066776837630003472 9.4337754804951413 6.0424486101820118 1.0528689650636809 0.56235902360640722 0.043857151985321252 0.17035506374350007 0.056719099822231556 0.051111094825188275 1.5584048159210229 0.50852855530206642 0.7236540479643736 1.6792302779531381 19.875813592299444 0.075381384976935695 0.55211173975840289 1.61978743348891 0.5887750278627103 0.61388385508507859 0.032175891886367936
leaf_count=89 21 87 47 48 34 2 11 395 17 13 38 464 1273 9 8 39 35 70 23 25 20 62 32 1642 21 12 36 14 39 7
internal_value=-3.29852e-06 -0.000165406 -0.00526513 0.00100272 -0.0157089 0.000513489 -0.00500781 0.00241398 -2.03512e-05 0.00521502 0.0309253 -0.000118655 0.00119762 -3.86306e-05 -0.000506671 -0.00258333 -0.020633 0.00617403 0.0607161 -0.00117928 -0.00510726 -0.0114028 0.00159301 9.81209e-05 -0.0904079 0.000925726 0.000612483 0.00138203 0.000916913 0.0876768
internal_weight=48.3045 41.601 1.15056 6.7035 0.0772811 0.064857 0.0614492 0.0562993 40.4504 0.745531 0.131683 39.7049 6.62622 39.1988 26.3905 5.95229 0.4296 0.310361 0.140006 5.52269 2.28505 1.23218 3.23764 20.4382 0.119239 12.8083 12.2562 10.6364 10.0477 0.088895
internal_count=4633 2781 68 1852 531 497 495 484 2713 138 51 2575 1321 2558 1993 343 195 135 100 148 91 82 57 1650 60 565 553 517 503 77
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=31
num_cat=0
split_feature=2 4 4 3 3 1 1 2 3 3 3 4 4 4 2 2 4 0 1 2 2 4 3 4 0 3 2 0 3 3
split_gain=0.000960327 0.00707053 0.00641876 0.00521723 0.00903421 0.00581291 0.00356032 0.00180171 0.0107299 0.00507383 0.0087211 0.00411453 0.00447558 0.00409746 0.00633963 0.00803462 0.00404276 0.00226526 0.0115206 0.00512373 0.00451293 0.00692728 0.00346055 0.00381013 0.00294456 0.00268859 0.00186893 0.00170988 0.00162359 0.00157416
threshold=-0.51760499999999998 39.852039223600009 34.515670600900002 0.094385000000000011 0.11636500000000001 72.62331947780001 77.209829048350016 -0.16164499999999998 0.18642000000000006 0.098085000000000019 0.08846500000000003 35.374259656300005 35.771221912400001 38.983591653800012 -0.26416999999999996 -0.25105499999999997 40.858951393400005 94.75470680765001 72.04530097975001 -0.22147500000000001 -0.22754499999999997 44.202975721700007 -0.17949499999999999 47.927946529500012 85.882794977150013 -0.25098999999999999 -0.24399499999999999 92.773313165550022 0.084565000000000015 -0.20885999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -4 8 9 10 11 27 -13 -14 -15 -16 -17 19 -19 20 21 -18 -20 -24 25 -23 -12 -2 -8 -26
right_child=7 3 6 4 -6 -7 28 -9 -10 -11 26 12 13 14 15 16 17 18 22 -21 -22 24 23 -25 29 -27 -28 -29 -30 -31
leaf_value=0.058510749313009314 -0.10018966259605178 -0.0047850976751918611 -0.10033800088727809 0.085788870997438052 -0.036704481361080031 0.01046068578143451 0.060808872953361084 6.8081652517341681e-06 0.10015097829643625 -0.042681752974183501 0.036004594370230396 0.093294316866511948 -0.080133464483935421 0.078975587821373192 -0.10019439336317554 0.082792697501877205 0.080500678451506893 -0.10035144980964678 0.063013734286010953 0.091458532938269332 -0.073837773918170715 -0.031012406675988192 -0.10008471744457657 0.040122447324150198 -0.016775899124244202 0.023349734315055565 0.0865478292068219 0.026153268944602431 -0.051716999746540017 -0.10032485845915291
leaf_weight=0.0041611490965866018 0.0055968579248512054 0.53058109010797949 0.016277200072185138 0.022621072876063408 0.016058169343523332 0.018723247297107504 0.0021563498174188558 47.445594063353774 0.012238409419097707 0.021102456615091914 0.016237868464218153 0.0052794171035372974 0.0061754035465987336 0.010183277525811718 0.0079734958198791617 0.0061114784457600982 0.011120986547782263 0.01195037140406896 0.010584871071841917 0.0067684555625966416 0.0073391360602102001 0.013854411269197502 0.0036088546389763101 0.0041868107339269045 0.0045142209376258791 0.026497999911544945 0.013314749187770758 0.0013247200440127949 0.0031632160813979127 0.0045061829657200292
leaf_count=50 85 191 41 16 18 38 26 3463 6 35 25 5 88 13 67 67 42 20 16 13 15 40 31 24 28 67 32 23 29 19
internal_value=-2.85733e-06 -0.00393327 -0.0552147 -0.00168677 0.0269516 0.0516756 -0.0771268 4.77607e-05 0.00927955 0.00366935 0.00919142 -0.00073811 0.00296593 -0.000556717 0.00324682 -0.00323264 0.0037297 -0.000875099 -0.0239179 0.00849347 0.000215114 0.00919924 0.0257765 -0.0247838 -0.00686106 0.00468529 0.0587765 -0.0760089 -0.00610329 -0.0585132
internal_weight=48.2698 0.613741 0.0257579 0.587984 0.0574025 0.0413443 0.0215968 47.6561 0.21047 0.198232 0.17713 0.147577 0.140655 0.135376 0.129201 0.119017 0.111044 0.104932 0.0303309 0.0746014 0.0678329 0.0604938 0.0183805 0.00779567 0.0493728 0.0403524 0.0295526 0.00692158 0.00531957 0.0090204
internal_count=4633 409 146 263 72 54 96 4224 761 755 720 663 555 550 462 449 382 315 91 224 211 196 71 55 154 107 57 108 55 47
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=31
num_cat=0
split_feature=2 2 4 4 3 2 4 0 4 0 0 4 2 0 3 3 4 3 2 0 2 4 1 3 3 0 0 0 0 1
split_gain=0.000867893 0.0292895 0.0229278 0.0214353 0.0319082 0.00706216 0.0330141 0.00368269 0.0420108 0.0347575 0.0446313 0.0189641 0.0100948 0.00834296 0.00446158 0.00528485 0.00474524 0.00309164 0.00511442 0.00480727 0.00862386 0.0141719 0.00298707 0.00741359 0.0430653 0.0140827 0.0348598 0.0115813 0.0134395 0.00810688
threshold=-0.063379999999999992 -0.054875 41.16018805045001 39.476991512000005 0.086555000000000021 -0.068964999999999985 41.184662530950007 86.345209775600011 41.289992964000007 86.036037090600004 85.990333302400003 42.686561923500008 -0.011849999999999999 86.393602021950016 0.086375000000000021 0.10307000000000002 41.257948413050009 0.08326500000000002 -0.047144999999999999 96.741477366050006 0.067985000000000018 39.746231405950006 74.757955233350017 0.088260000000000019 0.087245000000000031 98.51854819030001 97.491557184450016 101.61296349840002 101.91675926715001 80.677940036650014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 22 -7 8 14 10 11 -10 -13 -9 -3 16 -16 19 -19 20 21 -15 -1 24 25 26 -24 -27 -29 -30
right_child=1 7 -4 4 -6 6 -8 13 9 -11 -12 12 -14 17 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=-0.00058734091106483154 0.064016592099017111 -0.0077382808954872418 0.06897451200642872 0.035028506345578796 -0.059830470799489346 -0.074189020237767009 0.006610379363285325 0.012360069804320426 -0.092585208632799704 -0.10158337953437138 0.10089579149513971 -0.10026909468965493 0.066219492539237063 0.0022199260986060765 0.012299344556438574 -0.0049800059567697398 -0.00078654563477372993 -0.010235606921463166 -0.00042157825799884373 -0.00040163104729003176 -0.0021691695805439565 0.02072604479397747 -0.068621098997175611 0.0013103781015470915 0.088808826142603825 -0.065250052422590618 0.0947106949878119 0.084195219828426648 -0.10025177893323839 -0.0035936329432288503
leaf_weight=24.210095507432801 0.055430954280455746 0.57677388344734071 0.10551168819074519 0.075924976030364633 0.066535944875795394 0.071909943222879913 0.17039478234012506 0.57663801108720036 0.042894266712260876 0.076684487700731552 0.025868099182844162 0.0048116139134185545 0.01498127607438221 1.0879480216535786 0.6256726412838558 0.62308706797830371 0.49741414934396744 0.56083648938989306 9.9844273493412405 4.1182400989916843 1.0583872101150857 0.66781026056924009 0.020758007255824329 2.7248081306938134 0.065314966434581123 0.046723587721579918 0.035269532607117071 0.014675875081593404 0.011035200411819046 0.040607127454264091
leaf_count=1865 28 59 23 12 30 37 24 9 93 24 1 16 96 28 49 26 2 22 647 260 74 58 84 350 29 57 11 5 73 541
internal_value=-2.51595e-06 0.000483788 0.0313272 0.0112544 -0.00927509 -0.000372339 -0.0173688 2.82442e-05 -0.00357841 -0.0522977 -0.00961881 -0.0552231 0.0257464 0.000525302 -0.000112827 0.00240592 0.00650362 0.000134839 -0.000943525 0.0017752 0.0049608 0.00925881 -0.000220758 0.00277837 0.0198444 -0.00679803 0.0341968 -0.0271166 -0.000250113 -0.024248
internal_weight=48.2575 20.8459 0.303404 0.197892 0.142461 27.4116 0.242305 20.5425 2.48819 0.16524 0.0885553 0.0626872 0.0197929 18.0543 2.32295 1.74617 1.12309 17.4776 10.5453 6.93239 2.81415 1.75576 27.1693 2.95919 0.234384 0.169069 0.0560275 0.113042 0.0663182 0.0516423
internal_count=4633 1557 93 70 42 3076 61 1464 366 230 206 205 112 1098 136 77 51 1089 669 420 160 86 3015 1150 800 771 95 676 619 614
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 1 2 4 1 4 2 1 1 2 1 0 2 2 2 1 3 1 2 3 3 0 2 2 3 3
split_gain=0.000827348 0.00399507 0.0115051 0.00561836 0.00455738 0.00436384 0.00833019 0.0053415 0.0252393 0.0139975 0.0191411 0.010105 0.0142591 0.00997423 0.00858211 0.00609493 0.00413758 0.00366502 0.00317312 0.00265437 0.00254644 0.00790533 0.0297309 0.00543929 0.00358426 0.00593066 0.00282304 0.00951412 0.00761716 0.00239163
threshold=-0.092084999999999986 85.705356740550016 85.307464937250003 85.882794977150013 -0.10771499999999999 61.998532946250002 -0.117885 42.982930821650008 62.132955852800002 43.219899330700009 -0.096559999999999993 62.186725015400008 63.910026677050006 -0.11534 66.439865777750015 94.109476856350014 -0.124155 -0.156745 -0.13509999999999997 70.311245485600026 0.08326500000000002 62.165217350350012 -0.117885 -0.10696499999999999 0.086075000000000026 96.870523356300012 -0.13734499999999997 -0.18437499999999998 -0.067414999999999989 -0.22831499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 6 -5 20 -9 -10 11 -11 -13 14 -14 -16 18 19 -1 -17 21 -7 26 -24 25 -22 27 28 29 -23
right_child=-2 3 -4 5 -6 7 -8 8 9 10 -12 12 13 -15 15 17 -18 -19 -20 -21 24 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012929307526836928 -0.00024608563729658958 0.010176970817333937 -0.10028812444823157 0.0033579246669634489 -0.054167714746028606 0.0010164000501576124 -0.014188313775627091 0.098092835947556092 -0.091658328450761287 -0.10185321284623539 0.076228011668590737 0.087640133004943638 -0.089421374696384337 -0.10044175042075905 0.064689815830222305 -0.051206641021224165 0.064929850360546909 -0.1000161257873554 -0.100267969435427 0.014456634265603863 0.013660617757730385 -0.0096726251003010997 -0.042140130738907919 -0.10084914440726592 0.00072776768158850128 -0.0010665739478497094 -0.0021972464118094849 -0.10033941440271239 -0.10032346234125662 0.049731200645594276
leaf_weight=0.057019657998183981 35.792699642063006 0.61534397492505277 0.014886651175089582 0.52572505309842654 0.015489895564308798 2.0233138621551894 0.55750478047411778 0.03233232049387913 0.014753606420196963 0.010762450285255909 0.033902736760637708 0.015666275925468653 0.0096511535866738996 0.01206835638531345 0.016146472903830755 0.0076220899603711692 0.01011489897427964 0.003879303132633182 0.003251776404795236 0.032011511106944113 0.59435385991923861 0.012368305512039823 0.0273120090187291 0.037377996769019539 6.6963122192142732 0.50643200180911752 0.50189045075158134 0.013059201664328057 0.0061453891703250876 0.014993295200198486
leaf_count=486 2367 42 65 28 21 13 12 14 31 1 25 11 17 42 69 18 15 251 6 218 26 62 19 27 487 42 23 84 87 24
internal_value=-2.05248e-06 0.000701121 -0.0191298 0.000863302 -0.005061 0.000373697 -0.00567258 0.000990275 0.0176605 0.00103961 0.0106905 -0.00991939 0.00027621 -0.0165422 -0.00193366 0.0122193 0.00574589 -0.00725109 -0.0041865 0.00182868 0.000688626 -0.00199799 -0.0119451 -0.0760623 0.00159706 0.00688517 -0.00438258 -0.0279361 0.000282743 0.0228788
internal_weight=48.2144 12.4217 0.100763 12.3209 0.0858762 11.7056 1.08323 10.6224 0.188796 0.156464 0.14171 0.107808 0.0970452 0.0813789 0.0693105 0.0596594 0.0703863 0.0435129 0.0602714 0.0396336 10.4336 2.63646 0.613147 0.06469 7.7971 1.10079 0.548457 0.0465662 0.033507 0.0273616
internal_count=4633 2266 593 1673 528 1631 40 1591 697 683 652 627 626 615 573 556 507 487 492 236 894 339 326 46 555 68 280 257 173 86
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=31
num_cat=0
split_feature=2 4 4 4 4 3 1 1 3 2 3 3 3 4 4 4 2 2 4 4 4 4 4 2 0 1 4 3 2 2
split_gain=0.00120194 0.00641478 0.00581343 0.00486982 0.0122459 0.00935556 0.00351665 0.00326565 0.00295826 0.00167761 0.00969162 0.00423985 0.0073674 0.00368997 0.00400713 0.003727 0.00552933 0.0072316 0.00330162 0.00262305 0.00389146 0.00368582 0.00358034 0.00296805 0.00281748 0.00355121 0.00222508 0.00300254 0.00274888 0.00190729
threshold=-0.51760499999999998 39.852039223600009 34.515670600900002 41.067148236900003 42.580420142950011 0.091705000000000023 77.443724905700023 75.180043159850015 0.10176000000000003 -0.16164499999999998 0.18642000000000006 0.098085000000000019 0.08846500000000003 35.374259656300005 35.771221912400001 38.983591653800012 -0.26416999999999996 -0.25105499999999997 40.858951393400005 41.741384785950011 42.686561923500008 43.321682097200004 44.202975721700007 -0.17605999999999999 89.980005167950011 74.927328095600004 48.109449608500007 -0.25098999999999999 -0.22932499999999997 -0.24399499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 -6 -4 -5 -9 10 11 12 13 -2 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 26 -26 28 -28 -24 -14
right_child=9 3 6 4 5 -7 -8 8 -10 -11 -12 -13 29 14 15 16 17 18 19 20 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.054461401442929602 -0.075931374360874812 0.00057918385645521484 -0.10030072554801583 -0.10075906674925117 -0.10014769930160267 0.050567895002677471 -0.0006729041449375008 0.026319812947293238 -0.08153037563362657 1.5720109346120729e-05 0.10013642311287346 -0.038876552913563213 0.032695825136076433 0.092086825635290859 -0.078265910903492386 0.076760545663154461 -0.10017638187229541 0.079360877413007 -0.068734839434519468 0.060159322274519728 -0.077295257141123286 0.059839198458327407 -0.10031319265257886 0.06410833250178026 -0.1002043202902972 -0.0042569545556997391 -0.028049842439078689 0.030055316225121066 0.025791010366825202 0.084881442920122424
leaf_weight=0.0040267400038370696 0.0061771123774502492 0.5291409161569689 0.015326706690039771 0.018480526943676523 0.0051776327228765231 0.020136810760916779 0.0046082267763059006 0.0048474343520288343 0.0053505211883475567 47.384034490191141 0.011073036578693518 0.02065745260552232 0.016046946212496138 0.0048783340974551939 0.005844524520964788 0.0094936335331112787 0.0071299797974955217 0.0054947002203107323 0.0052975408371516144 0.01076607250570305 0.0062959394133637039 0.0094774895037230689 0.004390589517411031 0.0055702552050434012 0.0072296103469113868 0.0082704327940916755 0.013693762049246765 0.025368445436157579 0.0028511098449648309 0.012427159250080422
leaf_count=50 108 70 43 21 100 32 53 33 7 3463 6 35 25 5 88 13 67 67 14 16 10 43 43 21 55 24 28 52 9 32
internal_value=-2.2667e-06 -0.00442367 -0.055133 -0.00233996 -0.0309481 0.0197416 -0.0772704 -0.0756918 -0.0302655 5.41451e-05 0.00922963 0.00385705 0.00915247 -0.000388865 0.00314484 -0.000266928 0.00349033 -0.0027295 0.00390618 -0.000272796 0.00358905 -0.00373575 0.00229049 -0.00580486 -0.012106 -0.0490092 0.00024723 0.0096858 -0.050665 0.0554716
internal_weight=48.1896 0.607096 0.0239617 0.583134 0.0539929 0.0253144 0.0199349 0.0286785 0.010198 47.5825 0.198434 0.187361 0.166704 0.13823 0.132052 0.127174 0.12133 0.111836 0.104706 0.0992112 0.0939137 0.0831476 0.0768517 0.0673742 0.0618039 0.0155 0.0463039 0.0390622 0.0072417 0.0284741
internal_count=4633 409 146 263 193 132 96 61 40 4224 761 755 720 663 555 550 462 449 382 315 301 285 275 232 211 79 132 80 52 57
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=31
num_cat=0
split_feature=2 4 4 3 4 4 1 2 2 2 3 4 1 0 1 1 3 4 4 4 1 1 0 2 4 4 1 1 3 0
split_gain=0.000996385 0.00566832 0.00512183 0.00471396 0.00742689 0.00884448 0.00343607 0.00142788 0.00993264 0.010921 0.00884665 0.0076473 0.00415933 0.00372973 0.00721743 0.00731758 0.00703172 0.00690987 0.00637608 0.00431525 0.00397295 0.00315414 0.00314751 0.00302943 0.00406286 0.00266579 0.00257458 0.00232119 0.00178411 0.00207273
threshold=-0.51760499999999998 39.852039223600009 34.515670600900002 0.094385000000000011 41.037275035300006 42.580420142950011 77.443724905700023 -0.14704500000000001 -0.15022499999999997 -0.16164499999999998 0.18642000000000006 43.219899330700009 62.116825104000007 94.354126546200021 62.020040611300011 61.86411003975001 -0.21029499999999998 38.983591653800012 42.844429421150004 47.927946529500012 75.499969677400017 83.116371560950014 89.711159354950013 -0.23168999999999998 48.109449608500007 44.279556297950009 83.602982482550019 87.143681840350013 0.079205000000000012 110.27248713660002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -4 8 9 10 13 -11 -10 14 15 -2 20 22 -19 21 -15 -18 -16 24 -20 -13 -23 -27 29 -29
right_child=7 3 6 4 5 -7 -8 -9 12 11 -12 25 -14 16 17 -17 19 18 23 -21 -22 26 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.050514459421045543 -0.0004938265595015595 -0.0050339877596500765 -0.10027214140726369 0.064708471347943608 -0.065994412884378795 0.045668688240232742 -0.00060561697420046011 9.0098897880197364e-06 0.090448130084400613 -0.10045609636781119 0.10012323090878715 0.10008093743144207 0.015699146069424037 -0.018271071836477897 0.010710783874081628 -0.1001813743545831 -0.10015282611778316 0.06579206719777933 -0.092600745388746228 0.0036928256969881025 0.075437883209681769 0.10003219913215822 -0.07088575040526704 0.04078886564711267 0.018474242113596745 -0.10003276883430795 -0.10006391760237837 -0.10002702040399314 0.088877915672901153 0.040923728536668896
leaf_weight=0.0039134445059855185 0.038064149073164799 0.52561034695414488 0.013871930038675373 0.025849939047162707 0.013992274020324658 0.014386711487700321 0.0046082074315871848 47.324448621990527 0.018610357047876752 0.01694115861034462 0.01002055080117259 0.0023755577858537444 0.012406834380021436 0.009484066169896721 0.011011990156073292 0.009129652495707824 0.015153472707723381 0.044819126924267039 0.0058070880769918176 0.0086107952022373979 0.0086513472363094479 0.0015675817849114529 0.0082835154886709006 0.011228740200749598 0.0076065521045620699 0.0025355186091697846 0.001090251514456464 0.0019407724942936966 0.0020870811725330896 0.0022560985653949928
leaf_count=50 223 191 43 22 26 24 53 3085 38 80 6 1 34 26 34 136 81 36 34 39 21 2 18 14 10 116 81 64 12 33
internal_value=-2.36409e-06 -0.0040444 -0.0534114 -0.00213783 0.025933 -0.00938686 -0.0754193 4.88033e-05 0.0075912 7.92948e-05 0.00866732 -0.058076 0.0605486 0.00359033 0.0118196 -0.0197784 -0.0215182 0.0286208 0.0433267 -0.0544299 0.026432 -0.082529 -0.0243184 0.00246698 -0.0296128 0.00605687 0.0179521 -0.0192689 0.0133186 -0.0242566
internal_weight=48.1764 0.602233 0.0223936 0.579839 0.0542289 0.028379 0.0184801 47.5741 0.249682 0.218665 0.190529 0.0281362 0.0310172 0.180508 0.135951 0.0471938 0.0445575 0.088757 0.0694615 0.0264221 0.0181354 0.0178113 0.0192955 0.0246424 0.0134136 0.011195 0.00265783 0.00881947 0.00628395 0.00419687
internal_count=4633 409 146 263 72 50 96 4224 1139 1067 761 306 72 755 505 359 250 146 94 203 47 164 52 58 44 226 83 225 109 97
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=31
num_cat=0
split_feature=2 4 4 3 3 3 2 2 2 3 4 1 3 3 4 4 4 2 2 2 4 1 4 4 0 1 4 1 1 2
split_gain=0.000812202 0.00366608 0.0104797 0.0080517 0.00879538 0.00171145 0.00120417 0.00852958 0.00971683 0.00807862 0.00698095 0.003984 0.00332799 0.00632705 0.00312919 0.00361058 0.00317822 0.00423701 0.00646217 0.00280182 0.0049113 0.00548348 0.0031281 0.00301938 0.00261879 0.00340766 0.00240752 0.00227101 0.0021009 0.00167827
threshold=-0.51760499999999998 41.067148236900003 41.559097512700014 0.13445500000000005 0.091705000000000023 0.098950000000000024 -0.14704500000000001 -0.15022499999999997 -0.16164499999999998 0.18642000000000006 43.219899330700009 62.116825104000007 0.098085000000000019 0.08846500000000003 35.374259656300005 35.771221912400001 38.983591653800012 -0.26416999999999996 -0.25105499999999997 -0.16533 42.686561923500008 62.084563606450011 43.321682097200004 44.202975721700007 95.746747857800017 67.254468591300011 44.279556297950009 61.076391807500009 87.143681840350013 -0.24399499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 9 12 -10 -9 13 14 -2 -16 -17 -18 -19 20 21 27 -22 -24 25 -25 -12 -20 -28 -15
right_child=6 2 3 -5 5 -7 -8 11 10 -11 26 -13 -14 29 15 16 17 18 19 -21 22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0013027884303361144 -0.073619851032421399 -0.10073676348394676 -0.10012791605062031 -0.10023054735327802 0.02023516487111621 0.073719181587090093 8.1083714538171791e-06 0.088583017796616315 -0.10041258620810367 0.10011125614625282 0.10007322900821536 0.014164308466515811 -0.035514757204460019 0.031511324373348248 0.091089095768093833 -0.076149481691665105 0.070509020425505317 -0.10017324499251373 0.076289759944868529 -0.068334105881523416 -0.074059321527602126 0.088962373746882803 0.057503473053815472 -0.0074780926405770155 -0.054669657733459699 0.061532235297911533 -0.10002965319666952 -0.10010226956330735 0.012726168535148651 0.083101010793021735
leaf_weight=0.5505492231657122 0.0056461765769254815 0.014638873668166852 0.0048521509809988919 0.0065455430230940683 0.011727097975494871 0.012214626494640779 47.324200660490163 0.017176407091421986 0.015335298786696483 0.0090679990053921244 0.0021496508270502099 0.012377749768676338 0.01960507262816602 0.014852282845367881 0.0044362020638999402 0.0053454173489508308 0.0085356726381178305 0.0063944292788917769 0.0010135706901337463 0.0051387835868652578 0.0057297010685379837 0.012537035565415522 0.0088238795733397435 0.04533345894577559 0.0090701741723506757 0.0084963298770652784 0.0022942999901225392 0.0026079401006455782 0.0059066224316790539 0.010958177359384536
leaf_count=216 108 25 117 9 26 16 3085 38 80 6 1 34 35 25 5 88 13 67 3 22 10 19 43 127 38 49 116 71 109 32
internal_value=-2.28956e-06 -0.0036569 -0.0295892 -0.00011735 0.0226408 0.0475217 4.38533e-05 0.00712665 2.49104e-05 0.00808464 -0.0575828 0.0574153 0.00330308 0.00821549 -0.000820339 0.00250892 -0.00079253 0.00275085 -0.00274975 0.00355873 0.00750525 0.057653 -0.0029567 0.00272337 -0.00496142 0.00341429 0.00587341 -0.0507345 -0.0188185 0.0534144
internal_weight=48.1636 0.600528 0.0499783 0.0353394 0.0287939 0.0239417 47.563 0.238832 0.209278 0.183592 0.0256859 0.0295542 0.174524 0.154919 0.129109 0.123463 0.119026 0.113681 0.105145 0.0987509 0.0936121 0.0161585 0.0774535 0.0717238 0.0629 0.0538298 0.0103506 0.00362151 0.00820092 0.0258105
internal_count=4633 409 193 168 159 42 4224 1139 1067 761 306 72 755 720 663 555 550 462 449 382 360 93 267 257 214 176 226 74 225 57
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=31
num_cat=0
split_feature=2 2 4 4 2 4 1 3 0 1 0 4 2 2 2 2 0 3 0 3 0 2 0 4 4 2 4 4 4 4
split_gain=0.000798833 0.0150619 0.0406739 0.0731208 0.0796836 0.0153902 0.00333144 0.0260386 0.0410535 0.0202223 0.00733335 0.00949141 0.0366853 0.0323489 0.0251446 0.00702048 0.00701747 0.00454751 0.00348427 0.00341555 0.00304995 0.0149488 0.0545781 0.0326609 0.00531015 0.0072617 0.0211083 0.0796333 0.00545509 0.0205056
threshold=-0.06828999999999999 -0.054875 42.243697547450004 40.21994457600001 -0.057599999999999998 39.852039223600009 61.93938686740001 0.10249000000000003 86.681267041950008 61.076391807500009 86.345209775600011 40.806664626150003 0.022350000000000005 -0.031989999999999998 -0.022394999999999998 -0.0098449999999999979 86.393602021950016 0.099855000000000027 87.345316200150009 0.084065000000000015 86.264556031700025 -0.075639999999999999 96.082805124100005 41.404176814550006 41.257948413050009 -0.086800000000000002 41.542492784600007 42.206017975500011 41.965446242000006 42.720329370750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 3 4 5 -2 7 8 9 17 11 19 13 -13 -15 -16 -12 -3 -18 -8 24 -22 23 -23 -1 28 -27 -28 -26 -30
right_child=1 6 -4 -5 -6 -7 10 -9 -10 -11 16 12 -14 14 15 -17 18 -19 -20 -21 21 22 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.0011789412391180437 -0.021089163383743406 -0.065574374647691294 -0.041236568116543422 0.065301179134734696 0.081126334606082762 -0.10221669374604572 -0.0066399976056200757 0.00022101004164700968 -0.10119829870502373 0.088090493166814998 0.011247004689377718 -0.10164079424695405 -0.003125573584953632 0.06226080309573228 -0.020675970608457467 -0.10086083415827958 -0.0044086315004805048 0.06775074042991798 0.00045128125949006484 0.0044401003546109315 -0.00052906199582072465 -0.021222213720432499 0.0011032113681494955 -0.10246778759028219 0.0031048440574609395 -0.0055660110987942038 0.081787793920628446 0.003877076772789409 -0.068699153479523906 -0.002118899713379497
leaf_weight=5.0900569152971817 0.036254919833339727 0.011822904167291592 0.094539049221168625 0.24682685624065925 0.04955538525636427 0.065863539290148765 0.51627523233037809 1.1064319116536578 0.015952442889101803 0.092946287163243824 0.57169483415782707 0.081782697516331271 0.53108957730691131 0.02898556676659314 0.023625511340128358 0.02030189709239516 1.6328379437327392 0.0032647199604980423 15.282006946277228 0.6033364979707585 16.624142066781587 0.10377305289147898 0.55853610214439797 0.094573362031951547 2.6149918251685444 0.53918543551117248 0.16555453557521105 0.63201652977568301 0.049727137590935055 0.66297110208515764
leaf_count=384 33 164 24 35 19 28 10 28 3 28 9 18 34 11 34 10 35 5 1043 32 2054 26 42 17 40 4 28 67 55 313
internal_value=-2.15556e-06 0.000460679 0.0177327 0.0317224 -0.0229222 -0.0734141 4.57272e-05 0.00509076 0.0485475 0.0706592 -0.000276039 -0.00634381 -0.0156082 -0.0584628 -0.0100323 -0.0577349 0.000350427 -0.036725 -1.78599e-05 -0.000669153 -0.000360603 -0.00115482 -0.0148991 -0.0599608 0.00105458 0.0034919 0.00971726 0.0200493 0.000991126 -0.00676441
internal_weight=48.1509 21.0154 0.49304 0.398501 0.151674 0.102118 20.5224 1.23042 0.123986 0.108034 19.2919 1.8054 0.685785 0.154696 0.072913 0.0439274 17.4865 0.0150876 16.9148 1.11961 27.1355 17.381 0.756883 0.198346 9.7545 4.66445 1.33676 0.797571 3.32769 0.712698
internal_count=4633 1603 139 115 80 61 1464 228 200 197 1236 149 107 73 55 44 1087 169 1078 42 3030 2139 85 43 891 507 99 95 408 368
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=31
num_cat=0
split_feature=2 0 2 0 2 3 3 2 4 2 0 2 1 2 3 2 2 3 1 2 2 2 3 4 3 2 4 4 0 0
split_gain=0.000834004 0.00446227 0.0441458 0.00877685 0.00780087 0.00624735 0.00602347 0.00364722 0.00356228 0.0127323 0.00298697 0.00264636 0.00262974 0.00256237 0.00333656 0.0028996 0.00246775 0.00616877 0.00318274 0.00229878 0.00351035 0.00234397 0.00917374 0.00578197 0.0106078 0.00484918 0.0411781 0.0710748 0.0735104 0.00698912
threshold=-0.092084999999999986 85.769879735700016 -0.096559999999999993 83.933662832600007 -0.122095 0.09117500000000002 0.10487000000000003 -0.10434500000000001 34.424709467050008 -0.117885 71.096275259750016 -0.14174999999999999 61.998532946250002 -0.11963999999999998 -0.10978499999999999 -0.23371499999999998 -0.23353499999999996 -0.23921499999999998 57.027573863050009 -0.088465000000000002 -0.090369999999999992 -0.086139999999999994 0.10249000000000003 42.431220712750012 0.08919500000000001 -0.081844999999999987 42.654057868200006 41.542492784600007 86.264556031700025 87.525442894850016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 11 7 10 9 -3 -1 -5 -10 14 16 -16 17 18 -12 20 -2 22 23 24 -21 26 27 29 -29 -23
right_child=19 8 -4 4 -6 -7 -8 -9 12 -11 13 -13 -14 -15 15 -17 -18 -19 -20 21 -22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10013245815431548 -0.0012338857359605615 -0.078363198119979244 0.089001415009289334 -0.00020162065713092301 -0.092958914072232196 -0.081086389722741639 0.081892940602330433 -0.10025234923412155 -0.003385877163484899 0.073435957346453556 -0.1001289653861271 0.10007675324607915 0.00097399247634572536 0.10004016420383831 0.0036179484597851615 -0.10005922622823478 0.042274590086146681 0.061326774908589093 0.0098729453469944689 0.012782956850928825 -0.0098090039503698542 -0.10303825014677892 0.013792043892908402 -0.0083487237620407176 -0.0068535728697574488 0.00011559092053407511 0.0015025169595767097 0.067674745705755962 -0.050642201335406603 -0.057315036628228566
leaf_weight=0.002927430529114399 2.5842387055004941 0.0073807886490515609 0.05594207422579732 0.0063394866987946932 0.02441654040035246 0.0067570355663519868 0.0083214978071737278 0.0040908478622441171 1.5916985421618051 0.021980748081651513 0.00686583126056306 0.0044995842035859832 10.574553367452644 0.002621679217554628 0.0052056132751649997 0.0055989691932582936 0.01601148258649188 0.0070960830253170527 0.0042636717564561444 0.59551823846140484 0.58555621266774149 0.1011090624233319 0.59345218766581798 0.62028115307566611 0.51130332631612418 28.123641114223513 1.7549436281703519 0.094278448028489947 0.11853176671095866 0.049944844207357286
leaf_count=94 58 94 24 46 43 12 16 6 45 27 23 2 1491 4 107 71 122 11 28 34 51 13 20 40 13 1953 84 13 35 53
internal_value=-2.31058e-06 0.00070587 0.0172474 -0.0209761 -0.0563786 -0.00561931 0.00263142 -0.00943067 0.000487555 0.0352773 -0.00208669 0.0414266 0.000403595 0.00393517 -0.00165868 -0.0501079 0.013631 -0.0115329 -0.0579876 -0.000247203 -0.00281797 3.04428e-06 0.0030659 -0.000619724 0.00371174 -0.000231974 -0.00484532 -0.0354614 0.00177416 -0.0879202
internal_weight=48.0894 12.3566 0.160958 0.105016 0.0420126 0.0175961 0.0630031 0.0546816 12.1956 0.0293615 0.0505908 0.0108391 12.1663 0.0476633 0.0450417 0.0108046 0.0342371 0.0182256 0.0111295 35.7328 3.16979 32.563 2.32055 1.7271 1.10682 30.2424 2.11881 0.363864 0.21281 0.151054
internal_count=4633 2266 609 585 103 60 482 466 1657 121 460 48 1536 366 362 178 184 62 51 2367 109 2258 107 87 47 2151 198 114 48 66
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=31
num_cat=0
split_feature=1 0 3 3 0 2 1 1 3 0 2 3 2 2 3 1 3 0 1 3 3 3 1 3 2 3 3 3 3 3
split_gain=0.000754755 0.0174267 0.00602245 0.0167501 0.0145838 0.0103728 0.00496075 0.00728753 0.00481057 0.0132288 0.00423371 0.00440439 0.0041119 0.00866258 0.00363877 0.00391849 0.00343011 0.00298756 0.00701291 0.0422009 0.0230889 0.00273661 0.00649481 0.00265684 0.00250772 0.00249477 0.00386435 0.0280409 0.0115001 0.0069077
threshold=76.621056717750008 97.789976036950009 0.10646500000000002 0.11360500000000003 99.755238930300024 0.075080000000000022 81.573196594050017 82.140461259550008 0.08759500000000002 97.491557184450016 0.70681500000000008 0.095830000000000012 0.20852500000000004 -0.022394999999999998 0.074735000000000024 82.49264927465002 0.095235000000000028 97.886760529650019 72.62331947780001 0.088755000000000014 0.12140000000000002 0.080110000000000028 83.602982482550019 -0.22831499999999999 -0.16262999999999997 0.087475000000000011 0.09721500000000001 0.092385000000000023 0.091510000000000022 0.089850000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 8 6 -4 -5 -6 25 -8 9 -2 11 12 13 16 15 -14 21 -1 -19 -20 -21 23 -23 24 -9 -3 27 28 29 -27
right_child=1 2 3 4 5 -7 7 10 -10 -11 -12 -13 14 -15 -16 -17 -18 18 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.0659380534874734e-05 -0.10011761626626495 -0.00063839271946599264 -0.10197031421344982 0.078395121335314968 -0.086409398199686446 0.048320911805896739 -0.10044749086864163 0.026348433049623463 0.085783349716183177 0.098625955574468849 -0.10017779161153595 -0.1000784703557617 0.10005597918055663 -0.100161548394313 0.099930499360506589 -0.10005535605831113 0.095340785039823295 0.00089342176747131082 0.00025639451815385599 -0.10084652027360096 -0.015146781156931849 0.019868478462396075 -0.10008380990256503 0.031331644188915646 -0.10015645336945984 0.050932027572060681 0.00081478776149747779 0.00051680568812794163 0.092565151262144138 -0.012745696274353686
leaf_weight=42.330512348101941 0.0058070755007370032 2.1213960235017324 0.021409877114782427 0.016958633574631676 0.017013090435546829 0.0086042963025114716 0.010428419946952761 0.0029233765777278986 0.030556304589481442 0.0079126223879484314 0.0050840983587310254 0.0046773926040220007 0.0016437302110716701 0.0090941422052643883 0.0069934250174412682 0.0024179991348880492 0.0039315594647106869 1.0205180141954233 0.52009370967547131 0.072757875606697553 0.055354935204377398 0.010382200297101463 0.0079859206236602143 0.024556631897926343 0.0033772619650205239 0.05090533293066446 1.0808552337236959 0.52617958200668102 0.046772258090641117 0.025604143573787042
leaf_count=2777 106 196 40 11 54 12 40 38 15 4 18 85 1 155 14 48 7 61 52 57 18 29 270 331 38 40 36 37 13 30
internal_value=-2.65591e-06 0.00130307 0.000614026 -0.0298194 0.00646257 -0.0411566 0.00110761 -0.0216522 0.0636964 0.0145046 -0.0117602 -0.00599581 7.24294e-06 -0.00997343 0.056208 -0.0190728 0.00545604 -0.000122947 -0.00427316 -0.0124073 -0.0638174 -0.00172292 -0.0322833 0.0164685 -0.0414606 0.00166008 0.00447805 0.0105746 0.0535023 0.0296221
internal_weight=48.0527 4.05347 4.00919 0.0639859 0.042576 0.0256174 3.94521 0.0934962 0.044276 0.0137197 0.0830677 0.0779836 0.0733062 0.0622511 0.0110552 0.00406173 0.053157 43.9992 1.66872 0.648207 0.128113 0.0492254 0.0183681 0.0308573 0.00630064 3.85171 1.73032 0.649461 0.123282 0.0765095
internal_count=4633 1668 1543 117 77 66 1426 1074 125 110 1034 1016 931 868 63 49 713 2965 188 127 75 706 299 407 76 352 156 120 83 70
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=31
num_cat=0
split_feature=2 0 2 3 0 3 0 0 4 2 2 1 3 1 2 3 3 0 1 0 2 1 3 3 4 4 0 3 3 3
split_gain=0.000695231 0.00388667 0.0397539 0.0103362 0.00914096 0.00705175 0.00557106 0.00435384 0.00327998 0.0113941 0.00231823 0.00213927 0.0022281 0.0111201 0.0159608 0.00881793 0.00630175 0.00910031 0.00487267 0.00361698 0.00293435 0.00690233 0.00453061 0.00521973 0.00331807 0.00491307 0.00310474 0.00273775 0.00204283 0.0091126
threshold=-0.092084999999999986 85.769879735700016 -0.095074999999999993 0.080545000000000019 83.933662832600007 0.10487000000000003 85.121961326250016 83.479313408550013 34.424709467050008 -0.117885 -0.124155 61.998532946250002 0.083070000000000019 67.254468591300011 -0.122165 0.080545000000000019 0.086075000000000026 96.870523356300012 69.633754036750005 93.671258181050021 -0.16533 83.602982482550019 -0.25843999999999995 -0.20885999999999996 47.927946529500012 40.040404835300002 104.22883325935001 0.074735000000000024 0.083395000000000011 0.08574500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 7 -1 -5 9 -3 -6 -10 13 -13 15 18 17 -14 -15 -20 22 -22 -21 -24 25 -25 -23 -28 -2 -30
right_child=28 8 -4 4 10 -7 -8 -9 11 -11 -12 12 16 14 -16 -17 -18 -19 19 20 21 26 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.0048061044547760001 0.00089958391323155778 -0.0770241131266928 0.097691678292128978 -0.085155563432291456 -0.040471999326610969 0.078998089964863696 0.067478204584401555 0.06571612430725618 -0.0030449700188464792 0.072118995306096875 -0.099712199523017561 -0.0003797430753136398 0.016368855085372284 0.069705569877412707 -0.10026388105286543 -0.10035172837393652 0.00055588276752776124 -0.0014800403563573717 -0.10025028411239008 -0.10006995810654609 -0.10011992500915268 0.085879411990400153 0.079623862368442308 0.086077206478594515 0.072790728918021533 -0.10006226198948945 0.035459406372362286 -0.10003043201302382 -0.0076824896463942487 -0.00020157534287789487
leaf_weight=0.044094363514112875 11.09700218077491 0.006819431095091282 0.043153770989649579 0.0076387517278106998 0.0094273586591100411 0.0077913230661579283 0.01406271713704399 0.0025516871282889042 1.5948628886626757 0.020584046144699913 0.022070929534493189 2.5708895659420241 0.650910442137274 0.0097344589118457808 0.027022691020499714 0.0091725699038784636 6.737376561253809 0.50903991154022576 0.0038948749415332875 0.0027155108162837385 0.0080001055406451055 0.0045052752757328562 0.012654603751116154 0.0019121393326684433 0.0029950990635789765 0.0054871301035746001 0.0034142202368681041 0.0026480293906310237 1.753287419026228 22.840125770832387
leaf_count=375 864 94 13 97 32 16 27 6 45 27 43 72 52 33 102 52 551 52 21 29 196 21 24 27 18 84 50 107 156 1347
internal_value=-3.01709e-06 0.000644164 0.0166004 -0.0159106 -0.0495064 0.00737995 0.0126727 -0.0473773 0.000446697 0.0350043 -0.0819818 0.000368801 0.000884263 -0.00161593 -0.0353693 -0.00924802 0.00172798 0.00853593 0.00516941 -0.007857 0.000260373 -0.0300457 0.022101 0.0364945 -0.0160132 -0.0519596 0.0230038 -0.0237234 -0.000226698 -0.000734897
internal_weight=48.0258 12.3354 0.150791 0.107637 0.0494801 0.0179818 0.0581571 0.0101904 12.1846 0.0274035 0.0314983 12.1572 10.5624 2.66505 0.0941567 0.067134 7.89733 1.15995 0.0579614 0.048227 0.0443321 0.0185676 0.0257645 0.023049 0.0103944 0.00739927 0.0105675 0.00606225 35.6904 24.5934
internal_count=4633 2266 609 596 194 119 402 103 1657 121 75 1536 1491 836 764 662 655 104 610 577 556 374 182 153 129 111 178 157 2367 1503
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=31
num_cat=0
split_feature=4 4 0 3 0 2 4 0 3 4 1 1 3 4 3 0 1 1 1 4 1 3 3 0 2 0 4 2 4 1
split_gain=0.000766444 0.00477958 0.00803164 0.00280237 0.00965328 0.0145398 0.00362269 0.00607354 0.00657767 0.0617076 0.0542021 0.0466022 0.00546711 0.0408698 0.0184873 0.0358461 0.0263814 0.0184423 0.00799078 0.0629878 0.00548115 0.00568344 0.0289381 0.00738579 0.0170112 0.00532531 0.00480706 0.00334311 0.00237718 0.00993265
threshold=42.154118731400011 42.320906304050006 88.122280599850015 0.077440000000000023 86.780739992750014 -0.22754499999999997 42.844429421150004 89.057864029250013 0.12376500000000003 42.684965421050009 62.068432857650002 62.036171360100006 0.083395000000000011 43.131467368600006 0.08574500000000003 91.498984011650009 71.658163008950012 75.180043159850015 62.041548276350007 43.157831852650006 62.334590212600006 0.088755000000000014 0.087245000000000031 91.109157582800023 -0.083834999999999993 86.393602021950016 42.982930821650008 -0.084259999999999988 42.027798546600003 62.907231794400012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 -2 4 5 -3 7 8 9 10 11 -5 13 -8 15 -14 -17 -18 25 26 -21 22 -22 -24 -25 -16 -20 -9 -1 -30
right_child=1 3 -4 6 -6 -7 12 27 -10 -11 -12 -13 14 -15 18 16 17 -19 19 20 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=4.2635011548060177e-05 -0.051253460051477719 0.0010543667978568979 0.0055371663082082285 -0.069807987735121452 -0.0028184003998394337 -0.095412127981349751 0.070458354585410499 0.0079333029465664621 0.00065207305965476125 -0.00052864666840408167 -0.098036950735212958 0.074763544883051175 -0.10099560717154221 0.0028822994126033456 0.0014669151202956756 0.080375841410429652 -0.10313746233300447 0.027742490467450379 -0.053943179853479808 -0.027320482067952814 -0.08413952140996088 0.0010198582945692924 0.10046178901872088 -0.065421196618177899 0.089070344214931665 0.013221098512464436 -0.10192353040991531 -0.00043238348210483099 -0.0016814425974557914 0.01422171152883666
leaf_weight=34.615247451280688 0.049215766560268714 0.034424193239541961 0.050410400368903652 0.044593726905528874 1.5701386097652592 0.028609869940800919 0.094601026189138682 0.61895417888930326 1.0111308654265938 1.133711851958793 0.13463766589848092 0.044593215281111043 0.052574157653794251 1.6594061603290198 1.0751606101363647 0.029461324494818086 0.02316294481300929 0.020116908401380584 0.032365907595201304 0.063353700605602969 0.017262501121734775 1.060468187720401 0.027862355636898428 0.011668055194602456 0.018314590866057134 0.600844241445884 0.058845662492595041 2.0930526055511969 1.1316307992936732 0.60147780150330721
leaf_count=2539 28 143 45 37 378 118 19 70 11 92 35 10 100 399 66 12 12 31 32 24 31 116 3 30 66 20 35 61 26 44
internal_value=-2.7053e-06 -0.000708209 -0.0225177 -0.00052024 -0.00435882 -0.0427298 0.000111331 -0.00175433 -0.00545392 -0.0100018 -0.0579852 0.00247736 0.00206755 0.00652696 -0.000462589 -0.0380852 0.00738378 -0.0423032 0.00112691 -0.00478894 0.00130555 0.0029026 0.0294856 0.0633944 0.0289484 0.00568077 -0.084898 0.0014769 0.000223589 0.00383777
internal_weight=48.0073 11.6589 0.0996262 11.5593 1.63317 0.0630341 9.92614 5.08067 2.36867 1.35754 0.223825 0.0891869 4.84547 1.75401 3.09146 0.125315 0.0727412 0.0432799 2.96615 1.29014 1.19893 1.13558 0.0751075 0.057845 0.0299826 1.676 0.0912116 2.71201 36.3484 1.73311
internal_count=4633 2024 73 1951 639 261 1312 316 185 174 82 47 996 418 578 155 55 43 423 337 270 246 130 99 96 86 67 131 2609 70
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=31
num_cat=0
split_feature=1 0 1 4 1 3 0 1 0 4 1 0 1 0 0 3 0 1 0 1 0 3 4 3 2 2 2 2 4 1
split_gain=0.00078078 0.00729396 0.0342089 0.0509775 0.00558574 0.0250289 0.00383862 0.034126 0.0217285 0.0194881 0.0203669 0.0176785 0.0174063 0.0172939 0.0239553 0.028078 0.00958821 0.00394972 0.00808589 0.0427923 0.0190556 0.0198683 0.027105 0.0183443 0.0178397 0.0146619 0.0153087 0.013569 0.00778789 0.00279217
threshold=64.630533455950015 88.350799540950007 62.907231794400012 42.320906304050006 65.036490633650018 0.093325000000000033 90.321439350550008 66.859265246100009 90.767723400200012 35.476804824450006 67.031326566450005 89.711159354950013 67.606656606400023 93.308316333500017 91.886121982450007 0.085855000000000029 89.474575039450016 69.999384342500022 95.988709089550014 71.053259929650025 94.625660817400004 0.08079500000000002 38.751720283100006 0.082855000000000026 -0.060989999999999996 -0.031989999999999998 -0.16533 -0.056184999999999992 41.362929270750008 62.425997789000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 -3 -4 5 -2 9 8 -8 -6 11 16 -12 14 -9 -16 -11 -15 19 20 21 -19 -23 25 -24 26 -21 -26 -22 -1
right_child=4 2 3 -5 6 -7 7 13 -10 10 12 -13 -14 17 15 -17 -18 18 -20 23 28 22 24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0001745514625299468 -0.086361460912174212 -0.0012431533747049002 0.10027510336192094 0.00037603149907115049 0.0011441964195744955 0.037684565687380857 0.084518029004412742 -0.087577741383278243 0.011820265909457006 0.029047129462491657 0.10017228828144993 -0.085027456372060925 -0.064935746085988719 0.00764175988334009 0.032560618141614019 -0.04966504489561635 -0.0565773082699235 0.0015412892104684122 6.3959958608649113e-05 0.062141164872714622 0.052892206881500627 -0.087523701840134055 -0.03930129144509277 -0.10034904033144745 0.10010949380237076 0.039046808903050956 -0.10045708638240135 -0.012200507208724683 0.006961725929310424 -0.0067592913786653419
leaf_weight=28.060237661790882 0.035582802606728303 0.72096047557351894 0.092147692183061736 0.11461592341947835 0.56517153709760037 0.02996247309795308 0.075734657453728427 0.052234176324275405 0.089938347044949296 0.028580002014610528 0.017435410642065108 0.078434968777401082 0.01007458723758603 0.62027766931468775 0.08033289458614945 0.085974420409456798 0.024111104023177177 0.52069503565872022 15.604690334012643 0.0074241747764673951 0.078259287165565183 0.066756421416386047 0.065905696504160005 0.066057822577761272 0.0213340760092251 0.022865883460490899 0.026311955351161487 0.021699129544686002 0.069879853391540792 0.59303002815343475
leaf_count=1448 92 30 41 28 29 14 30 76 40 39 6 25 58 77 40 32 9 12 1940 37 20 32 33 135 8 16 138 35 31 82
internal_value=-4.37252e-06 0.000313595 0.00904035 0.0448977 -0.000516511 -0.0296568 -0.00041214 -0.000118235 0.0450528 -0.00754909 -0.0385206 -0.0549326 0.0397072 -0.000548064 -0.0285016 -0.00994685 -0.0101341 -0.000192727 -0.000485969 -0.00935855 -0.0013423 -0.00827037 -0.0373484 -0.0645515 -0.00660164 -0.0227737 -0.0646747 0.0434781 0.031226 3.10433e-05
internal_weight=47.9467 29.581 0.927724 0.206764 18.3657 0.0655453 18.3002 17.5764 0.165673 0.723808 0.158636 0.131126 0.02751 17.4107 0.218541 0.166307 0.0526911 17.1922 16.5719 0.967189 0.844529 0.69639 0.175695 0.12266 0.108939 0.056602 0.0337361 0.0430332 0.148139 28.6533
internal_count=4633 1629 99 69 3004 106 2898 2732 70 166 137 73 64 2662 148 72 48 2514 2437 497 171 120 108 326 76 191 175 43 51 1530
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=31
num_cat=0
split_feature=4 4 0 3 0 0 3 0 2 4 0 3 1 2 2 2 4 2 0 2 0 1 3 2 1 1 2 3 3 3
split_gain=0.000723206 0.00667238 0.0191871 0.0925326 0.0194216 0.0105696 0.00306524 0.00699604 0.013286 0.00404349 0.00734033 0.00514422 0.00819381 0.048711 0.0473912 0.0448252 0.0211267 0.0140295 0.00705322 0.0467292 0.0155272 0.0147867 0.0054031 0.00507344 0.00617521 0.0045594 0.0418897 0.00389474 0.00333602 0.0074803
threshold=41.559097512700014 41.808689985400001 86.036037090600004 0.08674500000000003 86.538778761000017 89.711159354950013 0.077440000000000023 86.474255765850003 -0.22147500000000001 41.976795488650005 87.028078140750011 0.083395000000000011 62.229740345500012 -0.053874999999999999 -0.082404999999999992 -0.066979999999999998 43.084051236300006 -0.087660000000000002 86.345209775600011 -0.082654999999999992 85.769879735700016 62.036171360100006 0.085175000000000015 -0.14907499999999999 65.644082171150004 62.020040611300011 -0.086800000000000002 0.079470000000000027 0.08759500000000002 0.086255000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 -3 10 -8 12 14 16 -11 -16 -14 23 19 25 21 -21 -20 24 -18 26 -13 -15 29 -24
right_child=1 6 3 -5 5 -7 9 -9 -10 11 -12 18 13 27 15 -17 17 -19 22 20 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00028820362857882289 -0.0025570148751460921 0.0020275359553355347 0.10033734309296889 -0.099201275551488111 -0.057146149123465988 0.059991089872568903 0.013017062101192974 -0.0023175353555688846 -0.093901875624267064 0.00025015136811844561 -0.00013144127107274456 -0.053417112811721429 -0.095163152365971532 -0.00038216997918300228 0.10092131574121117 -0.028940157094745601 0.061951716392504963 -0.10050518036826302 -0.0092959310625782138 -0.079818086044730896 -0.10088036540825061 0.026229883821911548 3.8374038517024973e-05 0.068167698303700244 -0.065472850540317373 -0.0034342131423824689 0.078123239523285204 0.0082411026873302554 -0.0010057302243470987 0.013083395563717926
leaf_weight=30.553080417217799 1.0187832633315235 0.035585484452011512 0.036946186330169328 0.10190449972301963 0.017860238323919475 0.013545329608263046 0.70236248255113709 2.5871243821103715 0.024293637825361952 0.56249467468751391 1.0735552246604219 0.043399966789593236 0.073088920087173714 1.0071126114642082 0.099203669175039977 0.036308890911640801 0.0065266455058015085 0.011652425319425008 0.62702171272380169 0.026850892370773205 0.06533302843445199 0.025764229841716002 1.5935971849701291 0.015700677585073208 0.0091140426112197304 0.55100375483837638 0.054751633666455746 1.0913139214424274 5.2188851311353011 0.60700488812808107
leaf_count=2252 32 151 22 40 5 44 44 415 135 41 60 39 36 18 60 19 7 17 73 45 47 22 73 133 162 115 7 44 423 52
internal_value=-4.5326e-06 -0.000520391 -0.00775001 -0.0388239 0.0511916 -0.00662445 1.19191e-05 -0.00309966 -0.0368921 0.000621928 0.0050687 -5.15332e-05 0.00359202 0.000614192 0.0130395 0.0661266 -0.0624435 -0.00682042 -0.00125557 -0.0104176 -0.06832 -0.0278892 -0.000382116 0.0280107 -0.0123003 0.000102918 0.0199597 0.00410247 0.000371191 0.00363666
internal_weight=47.8912 17.3381 1.18904 0.170256 0.0683518 0.0314056 16.1491 2.647 0.0598791 13.502 1.77592 11.7261 2.91252 2.21451 0.698007 0.135513 0.116083 0.0429938 8.81361 0.767104 0.117948 0.0526151 8.04651 0.0313414 0.0156407 0.649155 0.0981516 2.09843 7.41949 2.2006
internal_count=4633 2381 143 111 71 49 2238 701 286 1537 104 1433 537 417 120 79 355 319 896 275 114 67 621 302 169 161 46 62 548 125
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=31
num_cat=0
split_feature=2 2 3 2 2 3 4 4 4 1 4 4 4 0 3 4 2 2 3 3 0 0 0 1 4 1 3 1 1 2
split_gain=0.000800341 0.00223412 0.00511944 0.00244785 0.0105662 0.00160714 0.0148049 0.012994 0.00302969 0.00167884 0.0167008 0.00846331 0.00245466 0.00270437 0.00146452 0.00427936 0.0040216 0.0043392 0.00397782 0.00524182 0.00437599 0.0128195 0.00848693 0.0125687 0.00578717 0.0475174 0.0120378 0.016713 0.0239892 0.0194921
threshold=-0.117885 -0.11051999999999999 0.086555000000000021 -0.10040499999999999 -0.105535 0.11148000000000002 36.772607578000013 40.250747516500006 41.289992964000007 61.885617704800005 40.518963363600001 39.476991512000005 38.060777288450005 75.381677519650012 0.092895000000000019 35.119813570500007 0.20852500000000004 0.18839000000000003 0.092185000000000031 0.092015000000000027 87.261973998100004 88.350799540950007 86.780739992750014 62.116825104000007 42.546237522150008 62.678712853250012 0.08376500000000002 76.279622535200005 70.348883899450016 -0.033594999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 9 -7 -8 -9 10 11 12 13 -1 18 -16 17 -17 19 20 22 -22 -5 -24 -23 -26 -27 28 -28 -29
right_child=1 3 -4 14 -6 6 7 8 -10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 21 24 23 -25 25 26 27 29 -30 -31
leaf_value=-0.1000260960119429 0.0026697637603270139 0.034952048085448315 -0.010762800832087241 -0.0011832624292059761 0.00073631567816158025 0.088925089558314727 -0.064860353707042323 0.055262555763407967 -0.00059462332867405918 0.00033566445957203066 0.0017220982722208574 0.099699358910271707 -0.10021915311746349 0.065055114821744114 -0.0081081466735281049 0.00073474752508122482 0.0066014402736763664 -0.0081756445355563295 -0.0086455255371183266 0.0090609010115849636 0.013944164037709218 0.00079817243038582213 -0.020003145960938568 0.00043345981771282364 -0.10136494532374539 -0.00067985428585404239 -0.0090108900819138912 0.069020008800910207 -0.1014885647984676 -0.10020342428047083
leaf_weight=0.001359905253778603 0.52919148422437301 0.10558648551559457 0.61169246106610164 7.2800288975832164 0.62154306307292628 0.020394578106718408 0.025181993274440373 0.019442063272208543 0.019399917744408413 5.9380055311307789 0.5509632711288448 0.026931445856007485 0.0025358317662949048 0.003671757974784029 0.55375696109078276 14.992156900619474 1.1249158989900241 0.56721023047430286 0.6110122059584161 0.56276347417315165 0.66858401559147651 9.500978348408573 0.62992313475115203 0.57621033408213407 0.049849655944854354 2.0910213245430866 0.065203705150508884 0.02829793955662363 0.049228658167663752 0.0089625580537771032
leaf_count=86 21 35 47 541 103 23 23 16 25 1457 185 7 18 12 74 549 83 20 51 18 40 761 35 10 7 187 23 31 42 103
internal_value=-4.90529e-06 -0.00016866 -0.00453219 -4.4474e-05 0.00570478 0.0010168 0.0147261 -0.00890964 0.0273643 0.000839391 0.0059484 0.0734443 -0.0199932 0.0204387 -0.000150684 0.000540332 0.000827378 0.000409923 -0.000689141 -0.000463143 -0.000719001 0.000473677 -0.00247048 -0.0102399 -0.000289974 -0.00479954 -0.00265314 -0.029854 -0.0487947 0.0283154
internal_weight=47.836 41.2281 1.14088 40.0872 0.72713 6.60789 0.0844186 0.064024 0.038842 6.52347 0.585462 0.0344989 0.00756749 0.00503166 39.3601 17.238 16.6843 15.5594 22.1221 21.5111 20.9483 12.4621 8.48616 1.20613 11.7935 2.29256 2.24271 0.151693 0.114432 0.0372605
internal_count=4633 2781 68 2713 138 1852 87 64 41 1765 308 123 116 98 2575 726 652 569 1849 1798 1780 1194 586 45 1154 393 386 199 65 134
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=31
num_cat=0
split_feature=1 3 2 4 2 1 0 4 1 2 1 2 0 3 2 1 3 0 4 0 3 0 3 4 2 1 0 4 0 0
split_gain=0.000892349 0.00275629 0.00228483 0.0146158 0.00925539 0.00250194 0.0026957 0.00145906 0.0179742 0.0169448 0.00817962 0.00360921 0.00241261 0.000811925 0.00373122 0.00548794 0.0288737 0.0654556 0.0200237 0.0127899 0.00229163 0.0018121 0.0127648 0.00513884 0.0143578 0.0342347 0.00600572 0.00361088 0.00339145 0.00995996
threshold=61.885617704800005 0.11071500000000002 -0.11963999999999998 40.542362378300005 -0.124155 58.613764160050003 75.381677519650012 38.804629908750009 61.86411003975001 -0.017745 61.076391807500009 -0.013285 68.257263473950005 0.11636500000000001 -0.033594999999999993 61.966271448700006 0.42293500000000012 89.576736448400013 41.11191809080001 89.980005167950011 0.11148000000000002 85.823648898300021 0.10087500000000002 41.243661560350013 -0.5340649999999999 61.998532946250002 85.732241321850012 41.641174900500005 85.968825637350008 86.103248543850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4 9 -9 11 -11 -13 20 15 -15 17 -17 19 -19 21 22 23 24 -2 -26 27 -25 -23 -30
right_child=13 -3 7 -5 -6 -7 -8 8 -10 10 -12 12 -14 14 -16 16 -18 18 -20 -21 -22 28 -24 26 25 -27 -28 -29 29 -31
leaf_value=-0.10002338444822899 -0.0016026315893303356 0.0080070470591658248 0.00039760698928637309 0.0019782755702139536 0.10037368584820679 -0.10019399871968196 0.078271274050465203 -0.085199363308513645 0.00058892918596298478 0.10002664551731451 0.10008848909884296 0.065875104077709551 -0.10023988214280209 0.00085619889012846873 0.00077036613108320937 -0.10158847486281537 -0.0026202190086350753 0.029599522587556378 0.067651680459200031 -0.087568132907743179 0.0058895601186399957 -0.0041222138736547167 0.031426372321591414 0.0066205520514895479 0.079653385841183033 -0.086291949134353507 0.011677943907946157 -0.0033141334926335489 0.011849315696720569 -0.00025966081787602232
leaf_weight=0.0012424513947704155 0.49475045502185822 0.55645829715047046 1.4399516501475111 0.54743942908503163 0.024766093585640692 0.0029584629749028202 0.0026710430938692298 0.048181162901101915 0.52900878362379444 0.0014767354005015831 0.0085542254964821041 0.0010434511640974864 0.0053939994352352749 1.0669670992829199 3.6631901663935373 0.096888217094885931 1.0405996136802294 0.017529339878819883 0.042485617366764927 0.019884789303178496 0.65998005571836316 2.1295991507950012 0.14338803315627036 0.54222099382604971 0.015983555905094621 0.055947120419453683 0.58716286356684566 1.1247502400923464 0.69388763445135637 32.245893526111168
leaf_count=68 2 35 46 181 3 42 10 32 10 2 4 27 119 12 97 28 41 6 18 38 69 58 33 12 95 73 23 237 71 3141
internal_value=-4.66476e-06 0.00161678 0.000255766 0.00579753 0.0718829 -0.030796 0.0216665 -0.00132227 -0.00549393 -0.0552682 0.0323004 -0.0409699 -0.0733142 -0.000119774 -0.00120755 -0.00437935 -0.00896799 -0.0463319 0.0206735 -0.0326725 4.74274e-05 -5.39486e-05 0.00232025 0.000840729 -0.00767194 -0.0494176 0.00298078 -8.2647e-05 -0.000254626 -4.58113e-06
internal_weight=47.8103 3.16915 2.61269 0.579077 0.0316381 0.00687196 0.00391349 2.03361 0.593658 0.0646496 0.0164684 0.00791419 0.00643745 44.6411 5.94754 2.28435 1.21739 0.176788 0.0798997 0.0374141 38.6936 38.0336 2.9642 2.82082 0.566681 0.0719307 2.25413 1.66697 35.0694 32.9398
internal_count=4633 579 544 304 123 120 78 240 194 184 152 148 146 4054 240 143 131 90 62 44 3814 3745 475 442 170 168 272 249 3270 3212
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=31
num_cat=0
split_feature=1 0 1 4 1 3 0 1 1 0 4 3 1 1 4 0 2 2 0 1 1 3 4 2 1 2 4 1 2 0
split_gain=0.000760496 0.00750065 0.027923 0.0479469 0.00564649 0.0201856 0.00323062 0.0304769 0.0306306 0.0187101 0.0177479 0.0190853 0.0271456 0.0131731 0.00888846 0.00832243 0.00308719 0.0030184 0.00789367 0.00592191 0.00563651 0.00317779 0.0147961 0.0341416 0.00945106 0.0242698 0.00853886 0.0100001 0.00811232 0.00396175
threshold=64.630533455950015 88.350799540950007 62.907231794400012 42.320906304050006 65.036490633650018 0.093325000000000033 90.321439350550008 66.859265246100009 67.606656606400023 90.767723400200012 35.476804824450006 0.10876000000000002 66.52858489605002 67.606656606400023 39.117456157700005 89.711159354950013 -0.051199999999999996 -0.59614999999999996 97.886760529650019 78.27445846800002 83.602982482550019 0.10876000000000002 38.171717059500004 -0.068964999999999985 69.999384342500022 -1.0000000180025095e-35 40.767054867700004 69.545034918450014 0.09450500000000002 94.625660817400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 10 9 14 -8 -6 12 15 -14 -9 -12 -11 18 -10 -20 -21 24 -23 -24 25 26 -19 -28 -25 -26
right_child=4 2 3 -5 6 -7 7 8 17 16 11 -13 13 -15 -16 -17 -18 21 19 20 -22 22 23 28 29 -27 27 -29 -30 -31
leaf_value=2.4328877699918971e-05 -0.083979611959680192 2.0112932193909826e-05 0.10024900409819928 0.00050781967705552922 0.001138186596354589 0.031435765933849218 0.081879322567970383 -0.015787297690365885 0.057726926572392867 0.031801500449051938 -0.037937656439027682 0.034143146114352443 0.089551008253139788 -0.059417152918195854 -0.093523606582956789 -0.1009509910900287 -0.0058018789937629728 0.063071450380517119 -0.065858805930279457 0.082004471170950333 -0.10003827131079282 0.00023095595074788065 0.026038485415552415 -0.10114138060793317 -0.0076844806336626402 -0.026049480912829243 -0.035217584241054499 0.065060793369559264 -0.035009326761544522 -1.2512755982794036e-05
leaf_weight=28.579295263764568 0.032940020231339129 0.71270974537401244 0.083232378241518745 0.11449484385957476 0.56291351308491311 0.028063823344808725 0.070580417348540148 0.021855106901059851 0.02949820841648132 0.042870065342867747 0.031348012794389035 0.029758478005533107 0.016442507359897718 0.0092900115101928193 0.04498349229396581 0.063248456992369029 0.044491192549571679 0.093038336435711244 0.012698043853042407 0.0071731315001282159 0.0022294791318469009 0.54684075023943268 0.052305037941589916 0.052155387889513349 0.70333934114241259 0.070768543781038029 0.023033554918200139 0.017500257294003063 0.028787132825104145 15.650255165027152
leaf_count=1530 92 30 41 28 29 14 30 9 23 20 36 16 8 55 49 22 20 32 19 21 67 78 35 34 226 37 36 9 33 1954
internal_value=-5.20558e-06 0.00030898 0.0092444 0.0424934 -0.000511825 -0.0308846 -0.000410172 -0.000141559 -0.000539487 0.0435875 -0.00700849 -0.0375632 -0.0552968 0.0357702 -0.0681051 -0.0800692 0.0126509 -0.000278291 0.0238718 -0.0213153 0.0388398 -0.00035058 -0.00705003 -0.0369308 -7.54111e-05 0.0212976 0.0463829 0.00807707 -0.0776216 -0.000342471
internal_weight=47.7781 29.4897 0.910437 0.197727 18.2884 0.0610038 18.2274 17.5144 17.3565 0.157942 0.713001 0.150087 0.120329 0.0257325 0.0668386 0.0945965 0.0873613 17.2896 0.0515989 0.0221007 0.00940261 17.238 0.680088 0.133248 16.5579 0.204341 0.133572 0.0405338 0.0809425 16.3536
internal_count=4633 1629 99 69 3004 106 2898 2732 2662 70 166 137 121 63 58 58 40 2604 130 107 88 2474 180 102 2294 114 77 45 67 2180
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=31
num_cat=0
split_feature=2 2 4 4 4 2 1 0 0 4 2 2 2 0 2 3 2 1 2 3 3 3 3 3 3 3 3 3 4 1
split_gain=0.000786332 0.015989 0.0317917 0.0598474 0.0696402 0.0148681 0.00336712 0.0201595 0.0038331 0.0104558 0.0360149 0.0254705 0.0213426 0.00571563 0.00517737 0.00479892 0.00258548 0.00617497 0.0591606 0.0303642 0.0291149 0.087672 0.00908259 0.00516757 0.0405479 0.0343114 0.0323816 0.0128013 0.00478889 0.00582728
threshold=-0.06828999999999999 -0.054875 42.243697547450004 40.21994457600001 39.746231405950006 -0.057599999999999998 61.923256118600001 85.732241321850012 86.345209775600011 40.806664626150003 0.022350000000000005 -0.031989999999999998 -0.0309 86.393602021950016 -0.0098449999999999979 0.084065000000000015 -0.084729999999999986 62.057679025150001 -0.082404999999999992 0.085345000000000018 0.082685000000000022 0.082535000000000011 -0.21029499999999998 0.092895000000000019 0.084565000000000015 0.09117500000000002 0.089345000000000022 0.08729000000000002 42.206017975500011 65.509659264600018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 4 5 -2 7 -3 9 15 11 -11 -13 -10 -14 -8 -1 -18 19 -19 21 22 -20 24 -22 26 27 -26 -24 -30
right_child=1 6 -4 -5 -6 -7 8 -9 13 10 -12 12 14 -15 -16 -17 17 18 20 -21 23 -23 28 -25 25 -27 -28 -29 29 -31
leaf_value=0.00033409483364535094 -0.01090377514937938 0.00015223039053896583 -0.036342375820392979 0.062712184302786508 -0.10179936987095442 0.079476062894117599 -0.0058777708834165075 0.050299389842989428 0.01013359620910978 -0.10141551422245654 -0.0023688933544815231 0.049858551540766197 -0.032159772309003659 -7.2556426159317499e-05 -0.1007829495189566 0.0071060019830393841 -1.7404035073088918e-05 -0.010487812674892044 -0.021967578209171137 -0.092151248036034333 0.086664178766268196 0.098966748680112043 -0.1023181490615902 -0.00030686738237958085 0.016555241007800214 -0.10084422385951414 0.068418444407664897 -0.072867532653078007 -0.0062478991975464917 -0.10051834591123272
leaf_weight=17.866711065080381 0.030647462186863095 0.59268486036936963 0.084141466739879434 0.23127133180605597 0.059656398254446685 0.044821225524738106 0.51872214242758008 0.092704328049876494 0.56664164041285658 0.07093500256891605 0.53189176785680914 0.02873129752697412 0.026869789120823273 17.336030670448149 0.018608183015871527 0.6309037958792203 6.2783166726298969 0.075770315271898592 0.023284101524950529 0.11408620753177701 0.058880363995747864 0.03504463448189199 0.08418917461483344 2.1558794503952949 0.028046769938379124 0.033247346749703865 0.057477357115121919 0.037297712540095063 0.013114329365180311 0.01311424116283888
leaf_count=2514 32 198 24 35 29 19 10 19 9 19 34 3 43 1080 12 37 137 29 8 49 8 3 27 77 43 12 13 39 59 12
internal_value=-4.74284e-06 0.000455854 0.0190898 0.0318196 -0.0210541 0.0427733 4.46163e-05 0.00693503 -0.000194754 -0.00455839 -0.0144171 -0.0585688 -0.0176125 0.000250481 -0.0602383 0.0012476 -0.000362349 -0.00174373 -0.00571469 -0.05956 -0.00168926 -0.041823 -0.0787254 0.00116731 0.0159528 -0.0107245 0.0136705 -0.034486 -0.0906941 -0.053383
internal_weight=47.7397 20.8653 0.450538 0.366396 0.135125 0.0754687 20.4147 0.685389 19.7293 1.82666 0.677036 0.145144 0.0742093 17.9027 0.045478 1.14963 26.8745 9.00775 2.72943 0.189857 2.53958 0.168746 0.133702 2.37083 0.21495 0.156069 0.122822 0.0653445 0.110418 0.0262286
internal_count=4633 1603 139 115 80 51 1464 217 1247 158 111 77 58 1089 55 47 3030 516 379 78 301 109 106 192 115 107 95 82 98 71
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=31
num_cat=0
split_feature=2 2 3 3 0 3 0 1 4 2 0 4 2 1 2 3 2 4 3 4 4 0 4 1 1 1 3 2 1 2
split_gain=0.000640138 0.0156176 0.0493456 0.0102274 0.00259952 0.0348875 0.0303632 0.00470384 0.00253618 0.00211899 0.00924941 0.00920124 0.00265299 0.0103562 0.00308993 0.00383965 0.00328029 0.00790759 0.0171186 0.00639718 0.00474756 0.00319755 0.00267484 0.00217195 0.00519065 0.00327158 0.00346289 0.00211873 0.00512923 0.0508344
threshold=-0.06828999999999999 -0.05953 0.10020000000000003 0.08919500000000001 85.990333302400003 0.10336500000000003 85.769879735700016 61.944763783650011 39.476991512000005 0.067985000000000018 90.189704902150012 41.319407281650008 0.0041150000000000015 72.327589083450007 -0.017745 0.10020000000000003 -0.031989999999999998 40.679780036550007 0.10646500000000002 42.409092016550012 39.354247760400007 96.870523356300012 42.759119507950011 76.621056717750008 80.677940036650014 67.923894665750012 0.084065000000000015 -0.084729999999999986 62.057679025150001 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 3 -2 5 8 -7 -6 -3 12 11 -11 14 -14 16 -16 17 20 -19 -18 -9 -22 -21 25 -25 -12 -27 -1 -29 -30
right_child=1 4 -4 -5 7 6 -8 9 -10 10 23 -13 13 -15 15 -17 19 18 -20 22 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.00030074870697386464 -0.024786182075549359 0.0055012476003577955 0.092195252682210654 0.020876594855878759 0.0092123087871214746 -0.001557157828552167 -0.10152530748105221 -0.001105484402767768 -0.0026410060201288925 -0.002202036356840467 0.0047943203259477561 -0.053293301962792319 0.014311759705296013 -0.00047616008871607457 -0.0097807061855170619 0.0016574373770061558 0.012171658646777311 -0.019132556083719082 0.0047644281613981807 -0.0050264329683018492 0.0086551603114045153 0.0009262033427234166 0.0036023489199678315 0.0097497562531369437 -0.0012574224143892189 -0.0018930076915620925 -0.010364807643339009 -1.5666719444604483e-05 -0.05638508229700611 -0.0015454083300239423
leaf_weight=17.863179023408744 0.10006885618726258 0.58979149336262882 0.076684119019773789 0.096207338306840029 0.5923103179357011 0.056693436798468499 0.065466758502225275 3.1280949462248033 1.088718082851474 0.073605316599921866 0.55957039128958408 0.067644322119576827 0.68085480696183243 1.5555302530628137 0.6456476879707409 0.53805584856308997 0.68914777924834547 0.62178931661537695 0.57881479018624304 0.54702852373702615 1.1320614246942571 1.015370297944173 1.0465661338021162 0.5891726883686067 1.5702000712027231 2.5310831569242969 0.59612599015633794 6.2783801714222083 0.18120572560069659 2.5159366138727233
leaf_count=2514 27 47 25 18 23 34 15 59 228 27 58 31 67 145 89 12 66 44 13 17 30 26 70 68 229 54 81 137 78 301
internal_value=-6.21023e-06 0.000409721 0.0241723 -0.00240398 9.42329e-05 -0.00353509 -0.055131 0.000442617 0.000220004 0.000156683 -0.00138366 -0.0266696 0.000913943 0.00402594 0.000213961 -0.00458147 0.000862031 -0.000286922 -0.00761175 0.00412161 0.00138006 0.00500068 0.000640372 -0.000772721 0.00174582 -0.00224785 -0.00350795 -0.000329058 -0.00158251 -0.00522978
internal_weight=47.671 20.8323 0.27296 0.196276 20.5593 1.80067 0.12216 18.7587 1.67851 18.1664 5.9874 0.14125 12.179 2.23639 9.94258 1.1837 8.75887 6.47613 1.2006 2.28274 5.27553 2.14743 1.59359 5.84615 2.15937 3.68678 3.12721 26.8387 8.97552 2.69714
internal_count=4633 1603 70 45 1533 324 49 1209 275 1186 548 58 638 212 426 101 325 172 57 153 115 56 87 490 297 193 135 3030 516 379
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 3 3 1 3 3 1 3 2 2 1 0 3 3 3 2 3 4 0 4 4 3 0 1 4 1
split_gain=0.000613154 0.00306243 0.00773407 0.000883005 0.00203656 0.0172821 0.0208501 0.0167861 0.0113616 0.0105133 0.00773036 0.00194143 0.00121981 0.0015319 0.0014458 0.0343969 0.024109 0.0118625 0.0117339 0.0214331 0.0277949 0.0140929 0.0147813 0.0221057 0.0112265 0.00543135 0.00853345 0.00439373 0.00250021 0.00245621
threshold=0.28423000000000004 100.53758024625002 93.910530954700008 0.23643500000000003 0.12616000000000002 0.098510000000000028 0.091510000000000022 63.910026677050006 0.090235000000000024 0.088075000000000028 69.999384342500022 0.11296500000000002 0.067985000000000018 0.059500000000000011 71.053259929650025 95.550490414250007 -0.089139999999999997 -0.222165 -0.098985000000000004 -0.038374999999999999 0.10602000000000002 40.806664626150003 95.746747857800017 41.11191809080001 41.965446242000006 -0.22831499999999999 98.230883170350012 70.816675614150014 44.908704241950012 74.757955233350017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 12 6 7 -6 9 10 -9 -5 13 14 27 16 17 -16 24 29 21 -21 -23 -24 25 26 -17 -1 -26 -20
right_child=1 -3 -4 11 5 -7 -8 8 -10 -11 -12 -13 -14 -15 15 18 -18 -19 19 20 -22 22 23 -25 28 -27 -28 -29 -30 -31
leaf_value=9.5686371560620764e-05 -0.0066612215672844201 0.00079297630193404388 0.066472281402623151 -0.0066389381174150677 0.08235875459327141 -0.0017248689832453689 0.077351453793441438 0.022142092080606246 -0.10056337160956103 0.066939059333323239 -0.091199290227122268 0.0017220104881966198 -0.0017133359456332237 0.0027453004684070445 -0.059994452418924704 0.10015244910017609 -0.10027107610504807 0.067733444327546022 -0.0036097307276947593 -0.10239234992809701 0.014840550502381944 0.10026114018019659 0.10009205712413655 -0.10040760188073844 -0.054964570242836686 0.096478519564538678 -0.070764306144838376 0.008691104069960839 0.011617698664487527 0.00078826514740339484
leaf_weight=30.455968614802217 0.033595404866121004 0.52842299249840341 0.025387665897710576 0.60814748842861266 0.01850571375049459 0.66293615025711006 0.066775772144495704 0.011012044106593066 0.015418792027048767 0.014887444558553398 0.0132679281314807 0.51114638615399599 4.0915346415831868 2.0743413884711606 0.013155168812062357 0.0059249219484627247 0.05885684516630707 0.016256652632897328 1.6128081863090509 0.057453818156197545 0.062181338426871235 0.0076368469744920722 0.007113873667549341 0.024222646333107889 0.0086672037046433559 0.029392698876459566 0.0057619916288167428 0.60654596624245982 0.016145736699780144 5.9719113717475567
leaf_count=2065 32 109 35 126 18 52 24 10 15 8 36 5 165 36 27 2 261 28 86 54 29 1 11 134 33 17 106 32 52 1024
internal_value=-5.55203e-06 0.00320531 0.0248171 -4.56404e-05 2.19898e-05 0.00501445 0.0369571 5.33223e-05 -0.0278497 0.000775022 -0.0397939 -0.00282076 -6.68277e-05 9.73457e-05 -4.3639e-05 -0.00125178 -0.0633266 0.010604 -0.000550144 -0.000907723 -0.0372896 -0.0709058 -0.0244889 -0.0548911 0.0414706 0.0735503 0.0158855 0.000263526 -0.0116396 -0.000146921
internal_weight=47.6354 0.587406 0.0589831 47.048 45.9287 0.802804 0.139868 0.0730919 0.0545862 0.0391674 0.02428 1.11929 45.1259 41.0343 38.96 7.89749 0.0882687 0.0294118 7.80922 7.74333 0.158609 0.0964272 0.0389734 0.0313365 0.0658926 0.0410796 0.0116869 31.0625 0.0248129 7.58472
internal_count=4633 176 67 4457 4326 163 111 87 69 54 46 131 4163 3998 3962 1865 316 55 1549 1339 229 200 146 145 210 125 108 2097 85 1110
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 3 1 1 3 3 3 2 3 2 0 3 3 1 4 2 2 1 1 2 2 4 2 1 2 2
split_gain=0.000613126 0.00373705 0.0196984 0.00584566 0.0365021 0.00555903 0.0115325 0.00520082 0.0372088 0.0197571 0.0332226 0.00459097 0.00304534 0.00298209 0.00278722 0.00247213 0.00277144 0.00390454 0.00336897 0.00287525 0.00252576 0.00218586 0.00203434 0.00162714 0.0253944 0.00625747 0.00379426 0.00345115 0.00129142 0.00835343
threshold=97.886760529650019 78.537927364800012 100.69082235970002 80.538140213850014 78.962703749400006 0.078655000000000017 81.339300736700025 72.62331947780001 0.091705000000000023 0.11458500000000002 0.25799500000000009 -0.016014999999999998 0.078385000000000024 -0.07490999999999999 97.615226258450022 0.075320000000000012 -0.22831499999999999 90.679004281900021 45.044778924400006 -0.16262999999999997 -0.086139999999999994 103.90352982555002 75.180043159850015 0.063030000000000017 0.059500000000000011 41.559097512700014 -0.25105499999999997 83.602982482550019 -0.070854999999999987 -0.054875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 7 13 4 -4 6 -5 -2 -9 -10 -11 -6 15 -3 28 16 19 18 20 -8 -18 -19 -16 24 25 26 27 -7 -1 -30
right_child=1 2 3 5 11 23 12 8 9 10 -12 -13 -14 -15 22 -17 17 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00048106796782107432 -7.4914714833995743e-05 0.025100308916013253 0.072943993545561137 0.084479214375189349 -0.098890873916745836 0.074508536465879391 0.027002522891908728 -0.00046203729124991242 -0.095553052663349153 0.035810347027380035 -0.10069411276211555 -0.021852673329978672 0.086342955173742353 0.061428923972320561 0.0005853086294605208 -0.10004525308007413 0.059764757104948142 -0.10014039849223765 0.089140941768639292 -0.10012202839637885 -0.045527375274237156 0.023594920943745962 0.0092731898889620804 -0.0012472051497718108 0.1001653838760624 0.0017028308327400805 -0.10009238084446269 -0.10004929644515087 0.0095736637598188776 0.00010831386308493695
leaf_weight=23.888068610835862 1.0134091818613336 0.038800718987033633 0.023034114635735237 0.02379413164567315 0.035017474700586471 0.0029846419131018828 0.0027125699213537136 0.62348407532028449 0.068968943808434879 0.04283592401407077 0.030542026616330986 0.0099289172752179411 0.0033387385216201429 0.054101537476526462 0.51426694034657205 0.0030240165305870361 0.0038971724582097514 0.0039480411775563154 0.0072033373726299024 0.0051704315462044424 0.0054843085058777817 0.0022364383609437544 0.56633306990283927 3.0403209668304463 0.026498998137553187 0.53179886761281914 0.0098467502739862656 0.0018252898410270613 0.98995026042121281 16.031671437257838
leaf_count=1899 61 24 42 25 72 15 39 128 92 24 25 14 9 19 19 153 15 66 16 85 35 17 37 137 9 322 211 75 102 846
internal_value=-5.60586e-06 -0.000987085 0.000770259 -0.000358998 -0.0294155 0.000178627 0.0301627 -0.00477486 -0.0109942 -0.0571254 -0.0210068 -0.0818727 -0.0047532 0.0462562 0.00012562 -0.0137847 -0.00527458 0.012418 0.0377055 -0.056378 -0.00178784 -0.0553951 0.00513855 -0.000325987 0.00456236 -7.36727e-05 -0.0645318 0.00826672 -6.79256e-06 0.000658803
internal_weight=47.6045 5.61421 3.83497 3.74207 0.0679805 3.67408 0.0608092 1.77924 0.765831 0.142347 0.073378 0.0449464 0.0370151 0.0929023 41.9903 0.0336763 0.0306523 0.0227693 0.0165848 0.007883 0.00938148 0.00618448 1.0806 3.61328 0.572955 0.546456 0.0146567 0.00480993 40.9097 17.0216
internal_count=4633 1730 1400 1357 128 1229 460 330 269 141 49 86 435 43 2903 426 273 149 66 124 50 83 56 769 632 623 301 90 2847 948
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=31
num_cat=0
split_feature=3 3 1 3 2 4 1 0 1 3 3 1 0 3 2 3 3 4 2 2 1 4 0 4 3 1 3 4 2 1
split_gain=0.0006324 0.00638033 0.0116718 0.00413317 0.00370974 0.00369982 0.0020778 0.0108136 0.0154056 0.0145442 0.0117942 0.00800284 0.00635821 0.0212689 0.0195587 0.0260142 0.024534 0.00683904 0.026195 0.0326154 0.00614413 0.00533646 0.00477405 0.00744731 0.00400465 0.00483071 0.00394027 0.0191657 0.0260855 0.0026902
threshold=0.088145000000000015 0.088890000000000011 75.499969677400017 0.08729000000000002 -0.086800000000000002 40.858951393400005 65.765062787050013 93.72771580185001 68.327163385350005 0.10336500000000003 0.097645000000000023 69.873026810350026 94.848802842250009 0.090850000000000028 -0.060989999999999996 0.099855000000000027 0.095235000000000028 41.243661560350013 -0.079369999999999996 -0.13006999999999999 80.13218303615001 40.806664626150003 88.122280599850015 42.670715716450012 0.098950000000000024 72.04530097975001 0.10249000000000003 35.374259656300005 -0.0309 62.132955852800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 22 8 9 -8 11 -10 13 -9 16 -16 -15 21 19 24 -20 26 29 -24 25 -19 -14 -28 -29 -3
right_child=1 6 -4 4 -6 -7 7 12 10 -11 -12 -13 17 14 15 -17 -18 18 20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-3.3018746098057246e-05 -0.016770422870353057 0.00048610144517195633 0.0034366337825849727 0.0024150091259868933 -0.00091208334751345004 0.01365230067675606 -0.031311839486402059 0.073743104677165439 0.024487546030674386 0.030416317691428274 -0.10099888757762097 -0.06522365317764954 0.00056497442917507036 0.0069893684121611942 -0.028314832301416262 0.099525988832258355 -0.10078709624565224 0.041422007516702081 -0.011193083985194689 -0.10119882957075428 0.0039976278419078803 0.0090776003488230034 0.012664324489994336 -0.0024982688759731704 0.046094878004352968 -0.073015653142857476 -0.0011976716196305749 -0.099152068000288973 -0.0089789623201144263 -0.0044102752823468481
leaf_weight=19.323723845761013 0.63026059878445539 15.152852079388564 0.52307911751415759 0.55800401026929491 0.69247010857533631 0.61692363084512181 0.088360050738628959 0.04949189485523664 0.019157427421305329 0.067199100765719777 0.036093690699317449 0.020675481591865719 4.1942800063957195 0.06023770905812853 0.029348360192443579 0.034781320275214966 0.03252596714563083 0.0067032218353232373 0.5370961603803146 0.062561502674219449 0.52801698822902665 0.60229491831005066 0.77753882424803922 0.55525747567298822 0.021195809455514913 0.0082023339875849643 0.99995708912835335 0.049398225283305175 0.091511196474159284 1.2118507370720148
leaf_count=2783 66 417 89 25 76 48 32 14 10 18 19 30 276 29 29 12 31 9 61 61 39 44 65 13 31 34 47 85 35 105
internal_value=-5.70845e-06 -0.000332399 -0.00760583 0.000401129 0.00489367 0.00831542 4.57354e-09 -0.00139021 -0.0226692 -0.00464625 -0.0595949 -0.0220775 -0.000716149 0.0165863 -0.0014438 0.0410208 -0.0308006 -0.00121902 -0.00822866 -0.0575229 -0.00366247 0.000154919 0.000592233 0.00634742 0.018165 -0.0215516 -0.00085238 -0.00606314 -0.0405907 0.000123511
internal_weight=47.581 26.3899 1.15334 21.1911 1.8674 1.17493 25.2366 7.53909 0.231486 0.155559 0.0759266 0.0398329 7.3076 0.206385 0.156893 0.0641297 0.0927637 7.10122 1.16378 0.0986629 1.06511 5.93744 17.6975 1.3328 0.0361014 0.0149056 5.33515 1.14087 0.140909 16.3647
internal_count=4633 1701 155 2932 149 73 1546 946 109 50 59 40 837 115 101 41 60 722 235 135 100 487 600 78 74 43 443 167 120 522
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=31
num_cat=0
split_feature=2 0 2 2 0 2 2 0 0 1 0 2 2 0 1 3 4 4 4 4 0 0 3 2 0 4 4 4 3 4
split_gain=0.000617939 0.00401708 0.03448 0.00733792 0.00436157 0.00301141 0.00260117 0.00204469 0.00298435 0.00202019 0.00220947 0.00170325 0.0112903 0.0311672 0.0477774 0.0326262 0.0068778 0.00393107 0.00795647 0.00816185 0.00512117 0.022085 0.00573042 0.0330252 0.0201472 0.0072132 0.0226614 0.00650536 0.00541494 0.00531141
threshold=-0.092084999999999986 85.769879735700016 -0.096559999999999993 -0.10771499999999999 85.307464937250003 -0.117885 -0.124155 84.546631286350006 83.933662832600007 61.998532946250002 86.345209775600011 -0.06828999999999999 -0.054875 86.393602021950016 67.181880221750006 0.091385000000000022 40.330620469300008 42.844429421150004 43.084051236300006 43.182896969600009 86.135510041400025 86.538778761000017 0.094385000000000011 -0.077679999999999985 87.261973998100004 41.835830569250014 41.037275035300006 41.257948413050009 0.098510000000000028 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 8 -1 -3 -11 17 13 -13 -15 16 -16 20 -19 -20 29 -22 23 25 -25 26 -23 -26 -24 -2
right_child=11 9 -4 -5 6 -7 -8 -9 -10 10 -12 12 -14 14 15 -17 -18 18 19 -21 21 22 28 24 27 -27 -28 -29 -30 -31
leaf_value=-9.3187993082643531e-05 -0.0014763253714119176 -0.0029067428662829446 0.087901952379279946 -0.075426167378897749 -0.010586038978853232 0.079230205622979888 -0.10028981490786398 0.054181212758368624 -0.10017956676054457 0.0043163845063009477 0.00029639440139872303 -0.015400044998406344 2.8188222679957893e-05 0.072977877102527192 -0.10105828605863772 0.05639856817198971 -0.028765405227514369 0.011833041936857018 -0.01147914861887365 0.0022261907273075057 -0.021577190318740686 -0.0023270273687221628 0.0049316585059499133 -0.10114475691415359 -0.050764085381278426 0.0014239055580667606 -0.049720610379259553 -0.00024777477223232358 -0.0060274500136391516 0.0059240174209935683
leaf_weight=0.047655059360002472 4.5169209239467358 1.5925924397753259 0.046399300075200656 0.017768529234672314 0.0062727142728391527 0.0052800312550971276 0.0066697328657028265 0.0062685622560820766 0.0031778646492144338 1.6161547389965552 8.8763186394582814 0.17659404087012553 20.333917324105101 0.15595495755405864 0.029178586490834491 0.034527174236700375 0.02397181796482073 0.65401750131968528 0.53862834246987779 2.248072328629064 0.64250084606464941 0.56778076292218349 1.6084224369842559 0.051347333239391779 0.048776933136444711 1.6506630233086665 0.1226908963149782 0.053401259219569397 0.62646875279123038 1.2350336644467459
leaf_count=469 48 45 24 38 31 9 9 11 18 50 1562 34 1464 22 41 29 13 38 33 111 21 75 24 17 34 145 40 9 89 80
internal_value=-6.16054e-06 0.000606633 0.0174795 -0.0176206 -0.00398454 0.00697608 -0.0568138 0.000294919 -0.00635018 0.000411879 0.000915593 -0.000218261 0.000363487 0.0165879 0.039774 -0.0192867 -0.0684529 -0.00104723 0.00190677 -0.00042285 -0.00196092 -0.00418111 -0.00181789 -0.00511251 -0.0500429 -0.00216609 -0.0107485 -0.0243628 0.00185968 0.000112643
internal_weight=47.5434 12.2246 0.139492 0.0930925 0.075324 0.0623815 0.0129424 0.0571015 0.0508329 12.0851 10.4925 35.3189 20.7541 0.420227 0.243633 0.0876776 0.0531504 14.5647 3.44072 2.7867 11.124 5.37205 4.72955 2.49466 0.153526 2.34113 0.690472 0.102178 2.23489 5.75195
internal_count=4633 2266 609 585 547 507 40 498 487 1657 1612 2367 1603 139 105 83 54 764 182 144 582 454 433 320 60 260 115 43 113 128
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=31
num_cat=0
split_feature=1 3 0 0 2 2 2 3 0 1 1 2 4 4 2 0 3 4 3 2 2 0 0 1 2 2 0 0 1 4
split_gain=0.000647281 0.00252179 0.0173007 0.00747851 0.00818679 0.0082799 0.0053139 0.00262133 0.00250802 0.0024197 0.00164669 0.00684367 0.0097223 0.0268092 0.022875 0.00147915 0.00423256 0.00304317 0.00366855 0.0265685 0.0105872 0.0018128 0.00296361 0.00670308 0.00215029 0.00194864 0.00164928 0.0212523 0.024161 0.00774204
threshold=61.885617704800005 0.092185000000000031 85.866664228400012 85.732241321850012 -0.082275000000000001 -0.08725999999999999 -0.017745 0.087125000000000022 85.732241321850012 55.782817748650011 61.93938686740001 -0.013285 43.182896969600009 40.679780036550007 -0.084729999999999986 85.823648898300021 0.10336500000000003 41.243661560350013 0.08326500000000002 -0.086800000000000002 -0.082275000000000001 85.968825637350008 86.135510041400025 62.046925192600007 -0.074029999999999999 1.0000000180025095e-35 87.261973998100004 87.727077254650013 62.079186690200011 42.759119507950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 -6 -8 -3 -1 11 12 13 -2 -15 16 17 -12 -19 -20 -21 25 23 -23 -25 -17 29 28 -28 -24
right_child=10 8 -4 -5 6 -7 7 -9 -10 -11 15 -13 -14 14 -16 21 -18 18 19 20 -22 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.077325790007872819 -0.0036215373444745099 -0.0010603220510008668 -0.077132950357289273 0.096091372258200358 -0.10075743649709566 0.10031110693252324 0.048083424205959756 -0.10011204559770148 0.0046913199589500637 0.0073234050205240701 -0.0062341531576010703 0.0063757441096064368 0.0033767451559723635 -0.0087675239139367676 -0.080032972723840301 -0.0048908145717368951 0.0094669256042634892 -0.00061867296087503125 -0.00041605147727974911 0.089300337808841709 0.0247644088225689 0.012135114966337271 -0.0021800019243583876 0.0037973137980511079 -0.0050350506196365444 0.00072375752883081931 0.087155805071174319 8.8549123573251074e-05 0.003121851149107212 0.0049385509050046267
leaf_weight=0.0036606292904178819 0.56160090250682315 1.4582604031158157 0.030913620495564231 0.0090726880298461765 0.01128961335300005 0.010150957852602005 0.0049719694737854194 0.0015706331823821529 1.5790978022159832 0.043564480314168041 0.5601362080327944 0.53882975346526585 0.52218858878768515 0.08223157914744661 0.099586995907884557 1.5865905428313447 0.62381764318553212 1.5492934753354464 0.54544238909116483 0.048087194323670701 0.053927248227153446 0.64607744081877072 10.246049755834251 0.54232695714017598 0.56053610802518949 1.0127263334943561 0.059982717793904849 22.641048064102801 0.07964190260346804 1.7955604118608324
leaf_count=73 48 91 16 3 9 2 144 12 16 213 141 13 7 15 31 52 46 101 107 6 39 30 236 34 15 9 11 3008 43 62
internal_value=-5.42638e-06 0.00137911 -0.0131439 0.0103269 -1.92716e-05 0.0183741 -0.0592009 0.0125073 0.00192991 0.000761868 -0.000103832 -0.00306263 -0.007081 -0.0144267 -0.0478016 2.164e-05 0.00202854 0.000345414 0.0020231 0.00834457 0.0551851 -0.00015157 2.97955e-05 0.00404661 -0.000691783 -0.00270331 -0.000171948 0.000328406 0.0392228 -0.00111853
internal_weight=47.5082 3.15255 0.115195 0.084281 0.0752083 0.0573761 0.0178322 0.0065426 3.03736 0.0472251 44.3557 1.80444 1.26561 0.743419 0.181819 42.5512 3.3807 2.75689 2.19675 0.647457 0.102014 39.1705 36.5712 1.74894 1.10286 2.59932 34.8223 22.7807 0.139625 12.0416
internal_count=4633 579 472 456 453 288 165 156 107 286 4054 114 101 94 46 3940 440 394 253 152 45 3500 3439 79 49 61 3360 3062 54 298
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=31
num_cat=0
split_feature=2 2 3 2 3 3 3 4 2 4 0 2 4 3 2 0 0 2 3 4 0 0 3 2 3 1 2 4 4 0
split_gain=0.00064401 0.00175389 0.00421953 0.00163173 0.0096428 0.0207024 0.00149007 0.0124819 0.0100933 0.0040195 0.00128586 0.018319 0.015186 0.0109939 0.00215564 0.00444303 0.00812285 0.0090255 0.00513084 0.00390113 0.00362094 0.00398277 0.00313949 0.00525186 0.00201246 0.00263474 0.00158593 0.00121144 0.00380197 0.00310877
threshold=-0.117885 -0.11051999999999999 0.086555000000000021 -0.10040499999999999 0.090665000000000009 0.093635000000000024 0.11148000000000002 36.772607578000013 -0.16164499999999998 40.371455563000005 86.345209775600011 -0.22386500000000001 40.408647214050006 0.085855000000000029 -0.25105499999999997 87.028078140750011 87.380266155850009 -0.59614999999999996 0.09721500000000001 34.823977857500005 100.01333091085002 102.21786657775002 0.084365000000000009 -0.47573499999999996 0.088075000000000028 78.290589216800015 -0.50748499999999985 40.574766824850009 40.767054867700004 85.398872513700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -6 10 -8 9 -9 11 -1 13 -13 15 -12 -17 18 24 -19 22 -22 23 -21 25 -18 -24 -5 -29 -30
right_child=1 3 -4 27 5 -7 7 8 -10 -11 14 12 -14 -15 -16 16 17 19 -20 20 21 -23 26 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0008701081236887955 0.0025208314842852814 -0.00048330242384532029 -0.0096797071494656613 0.00054626010433204454 0.074178935457366008 -0.0095650679971573584 0.088382004883043097 0.064074566738941061 -0.051955883170680096 -0.0090935515969410106 -0.064291268165191581 0.059391954979329725 0.082331152959337392 -0.10105071814215334 0.00054614186801696743 0.10008118770963857 -0.10028350354906319 0.068668821484057105 0.068822337268355668 0.06999557184934492 0.090829771052579292 -0.10003328907443926 -0.10023439420856106 -0.10005410209083576 0.0093838776739271143 0.039568243763962681 -0.045127486705036288 -0.0053332040441265568 0.021490157502116719 -0.00030891763810206747
leaf_weight=0.55839418799557816 0.52876966813072757 0.59526644099152215 0.61104657435470899 15.844012534501326 0.056965573561241101 0.061270306806010089 0.01768748851337143 0.017057635744720301 0.027177034280612133 0.013411081049071072 0.015064167993841721 0.007960895196797102 0.049927651964026154 0.009213746643581544 5.7762225055610044 0.006727157160639762 0.0042767367815859094 0.0026961998370552678 0.013867702153220307 0.0038641980438942625 0.0031657941487530641 0.001670062491309493 0.018122366164547543 0.0034268085815511986 0.01859822122038679 0.0019665387953549107 0.0073366984813674199 1.5739842624219722 0.065619340372303436 21.573521127489812
leaf_count=473 21 87 47 957 13 38 23 19 20 25 5 49 29 5 817 3 10 17 13 6 13 125 54 36 35 57 18 44 222 1352
internal_value=-4.46281e-06 -0.000152128 -0.00401978 -4.12817e-05 0.00469781 0.0307825 0.00091393 0.0148972 -0.00765018 0.031869 0.00075193 0.00506237 0.0544297 -0.0266813 0.000293165 -0.0142059 -0.00540385 -0.0143873 0.0200949 -0.047523 -0.055858 0.0249152 -0.0677849 -0.0099286 -0.00710707 -0.0562323 -0.0843539 -0.000127856 -0.000587971 -0.000242813
internal_weight=47.4883 40.9105 1.13982 39.7706 0.713502 0.118236 6.57783 0.0753332 0.0576458 0.0304687 6.5025 0.625496 0.0671023 0.0171746 5.87701 0.100783 0.0857185 0.0789913 0.0387092 0.0402821 0.0375859 0.00483586 0.0327501 0.00729101 0.0248415 0.00624328 0.0254591 39.0571 23.2131 21.6391
internal_count=4633 2781 68 2713 138 51 1852 87 64 44 1765 556 83 54 1209 392 387 384 115 269 252 138 114 42 102 67 72 2575 1618 1574
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=31
num_cat=0
split_feature=3 3 1 3 2 0 4 4 2 4 1 0 1 1 2 2 2 2 2 0 0 3 3 0 2 2 4 4 0 1
split_gain=0.000718742 0.00615164 0.0107808 0.00399621 0.00323066 0.00403759 0.00198183 0.00797246 0.0066976 0.033929 0.0634574 0.0552525 0.0119057 0.0439955 0.0276219 0.0474961 0.028044 0.00707402 0.00699968 0.00668947 0.0119621 0.00309412 0.0115534 0.00282068 0.00342901 0.00240853 0.0103909 0.00711419 0.00345441 0.00654793
threshold=0.088145000000000015 0.088890000000000011 75.499969677400017 0.08729000000000002 -0.086800000000000002 87.842680954300008 41.243661560350013 41.087689990200012 -0.022394999999999998 41.489621506400006 62.907231794400012 91.109157582800023 62.907231794400012 80.13218303615001 -0.078504999999999991 -0.079369999999999996 -0.124155 0.15915000000000004 -0.086139999999999994 86.474255765850003 85.683849075550015 0.098950000000000024 0.092675000000000021 88.122280599850015 -0.11051999999999999 -0.080234999999999987 40.767054867700004 36.377496227400009 85.931187223550012 68.327163385350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 7 25 12 -10 19 -12 23 14 15 16 21 -13 -18 20 -11 22 -14 24 -8 26 -3 -27 -29 -30
right_child=1 6 -4 4 -6 -7 8 -9 9 10 11 17 13 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=3.5872038387470719e-06 -0.016344820849967707 3.8952193542177323e-05 0.0031110527461796671 0.0015728135004838514 -0.00057598541813877458 0.013369196252176009 -0.0070522429138013334 0.011655334821048711 -0.00036604476302723454 0.0016558721952147041 0.094436988578842571 -0.10032994055806121 0.064435820130310559 0.0041983178334456901 -0.10114895430265006 0.09320785813608598 -0.10102831407137225 0.0077661030091265935 -0.04488238397445405 -0.10196239882960501 -0.10062997730116137 0.039236961962864643 -0.074663570170868013 0.0058691391935160432 0.0010454238890953251 -0.0096367617649429187 -0.014272760433135957 -0.0014951109237274504 0.0060506249088367482 1.1348447888137682e-05
leaf_weight=19.307152254072868 0.62708416012020041 4.4001463365109439 0.52179095859262148 0.5283692932844104 0.68952891164039254 0.64355764258055004 0.57644595324472714 0.63224581355552878 1.0066272756448587 0.020608590831571294 0.048001406923955159 0.02479955632013997 0.01090217906403268 0.52520171643653946 0.068532488830186256 0.027954997611232102 0.060689689405990066 0.0080092836608969264 0.035015709770959802 0.088982594315893948 0.025680904609089339 0.023512799331456335 0.013201785000092059 1.0626935734180731 5.6335325622669661 0.58541332819739444 0.5734142600290254 2.4922678709485799 3.3594507649352181 3.8558545362776799
leaf_count=2783 66 386 89 10 76 63 40 40 22 21 19 60 17 64 31 2 46 24 12 15 24 27 31 9 182 99 28 55 76 216
internal_value=-3.544e-06 -0.000352562 -0.00750844 0.000430211 0.00485519 0.00805074 -2.57947e-05 0.000651562 -0.00118872 -0.00808395 -0.0440381 0.0260755 -0.000139805 -0.0120064 -0.0474958 -0.0260278 -0.0492847 -0.0739416 -0.0804862 -0.0859233 -0.0550912 0.0134274 -0.0117492 0.00110844 0.000293752 0.000195854 -0.00161108 0.00106896 0.00171457 0.00282324
internal_weight=47.4767 26.3081 1.14888 21.1686 1.86146 1.17193 25.1592 15.8988 9.26039 1.22271 0.216082 0.0808102 8.03768 0.765011 0.23981 0.171277 0.143322 0.0328088 0.0957054 0.135272 0.0462895 0.0476168 0.024104 7.27267 6.20998 15.2665 4.97356 10.293 9.70757 7.21531
internal_count=4633 1701 155 2932 149 73 1546 900 646 185 163 103 461 230 166 135 133 84 58 60 45 75 48 231 222 860 414 446 347 292
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=31
num_cat=0
split_feature=2 4 0 3 3 3 2 1 4 0 0 1 4 3 1 0 3 2 2 1 4 1 4 2 1 3 2 4 1 1
split_gain=0.000669359 0.00246034 0.00917723 0.0116264 0.00545154 0.00464441 0.00439276 0.00327085 0.00303631 0.00491919 0.00275495 0.00370993 0.0023857 0.00223103 0.00208972 0.00563844 0.0136078 0.00644591 0.00536748 0.0117678 0.00532309 0.00290686 0.00322371 0.00156002 0.00373856 0.00419784 0.00713233 0.00735188 0.00554009 0.00597098
threshold=-0.14008999999999996 39.955516828000007 89.861713010250014 0.11636500000000001 0.087245000000000031 0.085345000000000018 -0.18437499999999998 68.20618276945001 39.571921479100006 96.631250582750013 96.978061681550017 77.443724905700023 38.983591653800012 0.095830000000000012 62.079186690200011 86.345209775600011 0.08674500000000003 -0.23168999999999998 -0.23455499999999999 61.917879202350001 48.109449608500007 71.322105742700003 42.720329370750001 -0.14510999999999999 72.04530097975001 -0.20885999999999996 -0.58835000000000004 47.927946529500012 75.629015667650023 78.27445846800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 8 12 9 -4 -11 -12 -1 -13 18 16 17 20 -3 -20 -16 22 -17 24 -23 -26 28 -28 -27 -30
right_child=-2 14 6 -5 -6 -7 -8 -9 -10 10 11 13 -14 -15 15 21 -18 -19 19 -21 -22 23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.078032457835845281 -0.00010146244615973918 -0.00051935465997647666 -0.1001772068934968 0.097589468688004999 -0.071609230641722865 0.09978856272158694 -0.10064638913362296 0.081216799429904452 0.052400778737927659 0.10007230554865494 -0.10008787820058501 0.044124615264849926 0.0062961824264643647 -0.10005615623104656 -0.10024789458865016 0.011029927416308573 -0.04938023219555962 0.10028896795169873 0.0012359331956655337 -0.10204635016182553 0.061083259123269722 -0.10017587104583717 0.00052673721326679734 -0.0001771800163744756 0.043593335014136307 0.061021287971807996 -0.10012362686172434 0.011200595892418078 -0.10019831511096228 0.0436386098927002
leaf_weight=0.0062352907059817497 44.486133663391307 0.51139899067319727 0.0089158314193582555 0.012416665755154099 0.011472080442293198 0.0048578567599975022 0.012257244874020079 0.0031018660811241707 0.0039693829457974053 0.0021223637741059074 0.00410758338273709 0.0060510553452136906 0.0072619960146695917 0.0013046158515346296 0.0033141421355935563 0.61488419501984048 0.012655645796940007 0.023443721089279612 0.03107021693244516 0.017104933570635694 0.0053412544075399637 0.0048831657705951095 0.55687561102423544 1.0102820488416435 0.012086579288400956 0.013042838872254041 0.016112709579498348 0.0093890223813524187 0.0062648463099321816 0.0053512337540335686
leaf_count=159 3015 133 32 16 18 6 77 2 10 1 34 113 12 33 73 51 10 10 83 66 3 9 119 17 57 11 147 229 14 73
internal_value=-4.921e-06 0.00145709 -0.0154031 0.0151299 -0.0159633 0.013788 -0.0511535 -0.0113806 -0.0282359 -0.0424607 -0.00458307 -0.0239595 -0.0326608 0.0185524 0.00195384 0.00329042 0.0384369 0.0730603 -0.00352535 -0.0354352 -0.000690268 0.00259107 0.00603832 -0.00115805 -0.0159197 -0.00931 -0.0220575 -0.0591372 0.0162896 -0.0339363
internal_weight=47.4237 2.93757 0.0840738 0.0453458 0.0329291 0.021457 0.0387281 0.0165992 0.0264708 0.0225014 0.0135856 0.0114633 0.0134973 0.00735567 2.8535 2.29393 0.0447548 0.0320991 0.559574 0.0481752 0.0086554 2.24917 1.17176 1.07741 0.0671304 0.0622472 0.0501607 0.0255017 0.0246589 0.0116161
internal_count=4633 1618 513 213 197 179 300 173 223 213 181 180 171 146 1105 823 96 86 282 149 76 727 170 557 540 531 474 376 98 87
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=31
num_cat=0
split_feature=3 3 2 1 1 1 1 1 1 1 3 3 2 4 3 3 0 3 3 3 3 3 2 2 0 3 3 1 0 4
split_gain=0.000588116 0.00262967 0.00157917 0.00525864 0.00187377 0.00681757 0.0299859 0.00368215 0.00171466 0.0139195 0.00121749 0.00622885 0.00428455 0.00451948 0.00341426 0.00179307 0.00364898 0.0219963 0.00855676 0.00655457 0.00747271 0.00827513 0.00601562 0.00481059 0.00380247 0.00361599 0.00431341 0.0022566 0.00223091 0.00301397
threshold=0.11636500000000001 0.11148000000000002 -0.033594999999999993 61.966271448700006 62.068432857650002 62.079186690200011 75.28220456885002 62.334590212600006 75.981203682750007 80.13218303615001 0.10487000000000003 0.10646500000000002 -0.093604999999999994 41.641174900500005 0.10336500000000003 0.10249000000000003 85.398872513700013 0.099855000000000027 0.087125000000000022 0.08574500000000003 0.083905000000000021 0.08326500000000002 0.11061500000000003 -0.086139999999999994 83.479313408550013 0.083070000000000019 0.07771500000000002 55.782817748650011 85.705356740550016 41.641174900500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -2 -5 -6 7 -7 -8 -10 14 -12 -13 -14 15 16 17 18 19 20 21 22 23 25 -20 26 27 -1 29 -18
right_child=2 -3 -4 4 5 6 8 -9 9 -11 11 12 13 -15 -16 -17 28 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10014577840433299 0.0010928195001323486 0.0064018469773755859 0.00047460024040972917 -0.012002045527134195 0.0013946852055688351 -0.078408532747798063 0.065563036624399509 -0.038565506719485804 -0.087281735386749881 0.094163949691798282 -0.011043024460721963 -0.0066259677536159136 0.0095618556990124479 -0.0026596337132525896 0.0071448554497704599 -0.0033660171194626167 0.00098960961176964711 0.094674437509359652 -0.10012231195306794 0.08813585382785416 -0.10082655645783654 0.099920239283028345 0.091118654895359183 -0.10013515928737611 -0.024473746729002349 -0.10057650895884457 0.08667079232327056 -3.037795748752619e-05 0.00025935645454836875 -0.0093430129620910626
leaf_weight=0.0023870266372431259 1.5805282924920905 0.6587439028812615 3.6415780786964653 0.54780610781131134 0.50477897374366865 0.036277264804482512 0.02376794621523004 0.064321179323101774 0.006858500763655683 0.011023437901601818 0.592603141482272 0.53825163562223943 0.67463241430053711 0.54865960373129496 0.6889058278581065 1.4839476425420475 0.55596733671155962 0.028569710821557237 0.0097658607672350684 0.010194050135396537 0.0063804703177652291 0.0093380204238258102 0.0063801101704892274 0.0055040758240363077 0.020789042191635687 0.0034528135556683983 0.0057442328820220814 0.039625953394972997 34.528319414327768 0.57352482292269968
leaf_count=65 34 75 103 17 3 10 6 43 27 25 45 30 47 30 45 31 32 16 58 19 20 61 13 143 43 2 15 300 3163 112
internal_value=-4.714e-06 0.00013464 -0.000894912 -0.00269186 -0.00769825 -0.00405444 -0.0233911 -0.0529335 0.0479638 0.0245716 3.22797e-05 -0.00217449 0.000808987 0.00408039 0.000169068 4.01951e-05 0.000181363 0.0158439 -0.00299295 0.0126813 0.00292165 0.0120607 -0.000942615 -0.0112991 -0.0486523 -0.00175101 0.00539401 -0.00571858 0.000116297 -0.00425701
internal_weight=47.4086 40.9917 6.41694 2.77536 1.19483 0.647027 0.142248 0.100598 0.0416499 0.0178819 40.3329 2.35415 1.76154 1.22329 37.9788 37.2899 35.8059 0.148131 0.119562 0.0890068 0.0788127 0.0724322 0.0630942 0.0567141 0.0305549 0.05121 0.0477572 0.042013 35.6578 1.12949
internal_count=4633 4365 268 165 131 114 111 53 58 52 4290 152 107 77 4138 4093 4062 755 739 638 619 599 538 525 101 382 380 365 3307 144
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=31
num_cat=0
split_feature=4 4 4 4 1 1 1 1 2 3 3 3 2 4 1 1 3 2 3 0 2 3 3 1 4 2 2 4 2 4
split_gain=0.000593659 0.00222259 0.00336418 0.0020732 0.00444818 0.00243086 0.00394943 0.00245768 0.00896214 0.00214995 0.00181767 0.00277009 0.0029973 0.00282442 0.00251648 0.00441526 0.0254557 0.0343329 0.0209012 0.0148777 0.0113189 0.00461273 0.00384358 0.00221982 0.0118757 0.00541404 0.004543 0.0042989 0.00847423 0.00418605
threshold=40.542362378300005 40.722669576350008 40.621691032550004 40.408647214050006 71.104340634100012 62.00390986255001 62.025417527550012 61.917879202350001 -0.053874999999999999 0.093325000000000033 0.088145000000000015 0.086955000000000018 -0.08725999999999999 40.858951393400005 77.621163142300006 63.452988794850008 0.090665000000000009 -0.124155 0.12140000000000002 90.767723400200012 -0.14314999999999997 0.090235000000000024 0.095235000000000028 62.068432857650002 42.055256506450007 -0.057599999999999998 -0.031989999999999998 41.808689985400001 -0.082484999999999989 42.546237522150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 7 -7 9 -9 -1 11 -3 13 -13 15 21 -17 20 19 -19 22 -12 -18 25 -25 27 -27 -23 -29 -26
right_child=1 10 -4 4 -6 6 -8 8 -10 -11 14 12 -14 -15 -16 16 17 18 -20 -21 -22 23 -24 24 29 26 -28 28 -30 -31
leaf_value=-0.0051937882779480703 -0.0011806798877513607 0.00024969805907058937 -0.0099525992716430964 0.01090167158380056 -9.7202710120426012e-05 -0.0088961563947807434 -0.00017990321161144164 0.0149988088699127 -0.00041224316823480571 0.002055295503301744 -0.008409771443033209 0.0021105090374143303 -0.00074896338773279255 0.012196360502278866 0.0037357723650343639 -0.001339763920554295 0.036550527351532261 -0.02739911540525429 0.0084828621447445417 -0.10081856924759786 0.084970017791636765 -0.0013367404305732996 -0.032553189670215241 0.010348626858309513 -0.0089533383798263023 -0.013875108260326331 -0.0013637275161180681 0.013247383496611651 -0.0037633306177342093 0.0004136344162681209
leaf_weight=0.56369627472551842 2.0204024207213123 12.164134063377054 0.55794910929141561 0.57820464230439839 1.0099312234483475 0.5447044772629529 11.390790318508989 0.59807861339845692 1.0224732377953385 1.4920818848113411 0.68465225312610201 0.50702846050262429 0.68864116756046101 0.6137505696078378 1.1090126028767269 1.5685856775938862 0.012939149951307627 0.039495004768554054 0.034787539145327173 0.091643879695197938 0.022419170709326752 3.7426338411059978 0.021296157762662915 1.1748600478240407 0.61072389220862566 0.54865260734314347 0.61615179279476595 0.64965026328763897 0.53323425220151044 2.1804906552862917
leaf_count=162 38 1816 94 39 16 16 1335 47 16 58 68 2 73 52 232 51 20 26 28 93 3 52 36 39 23 23 51 43 20 61
internal_value=-3.9148e-06 -0.000271044 -0.0030789 0.000465008 0.00390724 0.000114842 -0.00057769 0.0023632 0.00527534 6.759e-05 -8.87801e-06 0.000792726 0.00444333 0.00763363 -0.000830011 -0.00123405 -0.00583047 -0.0374776 -0.060427 -0.0787069 0.0297352 -0.000467557 -0.00643561 7.31593e-05 0.00191426 -0.00112578 -0.00725691 0.000324128 0.0055791 -0.00163588
internal_weight=47.3931 30.1931 2.57835 17.2 1.58814 15.6118 11.9355 3.67633 1.62055 2.05578 27.6148 13.9736 1.80942 1.12078 13.6412 12.5322 1.79117 0.222581 0.165926 0.131139 0.0566545 10.741 0.0342353 10.0564 3.96607 6.09032 1.1648 4.92552 1.18288 2.79121
internal_count=4633 2944 132 1689 55 1634 1351 283 63 220 2812 1943 127 54 869 637 257 206 147 119 59 380 56 312 123 189 74 115 63 84
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=31
num_cat=0
split_feature=2 2 1 2 3 3 0 2 4 3 4 2 1 3 2 3 3 2 1 3 3 0 0 0 3 3 4 4 4 0
split_gain=0.000779563 0.00820408 0.040088 0.00556541 0.024062 0.00364284 0.0144372 0.0260264 0.00818676 0.00516042 0.0137165 0.00474958 0.0120069 0.0184578 0.01461 0.0125192 0.00316427 0.00274892 0.0025747 0.00900275 0.0347502 0.0111256 0.0259458 0.0110669 0.00790365 0.0110084 0.00846286 0.00620376 0.00606677 0.00602179
threshold=-0.063379999999999992 -0.053874999999999999 63.452988794850008 -0.068964999999999985 0.08919500000000001 0.050735000000000009 86.692020874450009 -0.017745 40.330620469300008 0.079745000000000024 42.527280425250005 -0.038374999999999999 75.085947125300024 -0.091114999999999988 0.63131000000000015 -0.12193999999999999 -0.25098999999999999 -0.047144999999999999 74.757955233350017 0.088260000000000019 0.087245000000000031 98.51854819030001 97.491557184450016 100.53758024625002 0.086375000000000021 0.083905000000000021 41.808689985400001 44.026978245600006 45.044778924400006 93.501885318850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 18 -5 6 7 -3 -9 10 -7 -8 13 15 -14 16 -13 -11 29 20 21 22 27 -23 25 26 -25 -20 -28 -1
right_child=1 5 -4 4 -6 9 11 8 -10 17 -12 12 14 -15 -16 -17 -18 -19 19 -21 -22 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-4.9157769461230271e-05 0.049199556066142021 -0.10089426225590892 -0.002637012081625846 -0.053906865215890401 0.016908783092297378 0.01747698919636936 -0.0006728233055127308 -0.081392513187347887 0.069564396609226517 -0.004983877587827543 -0.0013596195117195811 0.013639615693279922 -0.093832268337663435 -0.051386156684251505 0.034124824191917973 0.056801977995347031 -0.039970663771646722 0.00028843555950463937 -0.10022954219829472 0.0010737058769296505 0.089812772404123123 -0.085134486105539628 0.094113229923379699 0.05367449304434771 -0.10056802333362083 0.069983366981292608 -0.089003337676895375 0.047393887262218312 -0.0055303312668033861 -0.0053685294370982755
leaf_weight=21.402698663971435 0.1995723728687161 0.038992575790359751 0.59097906312354986 0.092862655012864503 0.099277578095325225 0.62551468888409445 1.4955213934258607 0.0045866366417582792 0.016576294949166581 1.0572177627840442 1.0120275887289834 0.020008695326851011 0.035071591818421899 0.051612506933451985 0.01196834587561213 0.050774591400113422 0.024479615581640246 15.307405987296859 0.012038447938835434 2.6736410945577616 0.056061302853130712 0.021802005101282163 0.028946565730166185 0.011868478589002612 0.0076167544904751075 0.019566949699654224 0.01615993005486871 0.0037283555404759019 0.018878821517613886 2.3631411772378597
leaf_count=1379 33 22 76 31 30 81 11 4 122 25 42 16 126 21 25 16 28 909 17 350 29 36 11 204 32 59 135 67 210 486
internal_value=-3.76088e-06 0.000459839 0.010449 -0.000358737 -0.0173169 6.00298e-05 -0.0042962 -0.0524362 0.0368475 0.000483403 0.00583566 -0.00258209 -0.0173068 -0.00322468 -0.0612762 0.0228687 -0.0158593 -5.21762e-05 -0.000236409 0.00259264 0.0232421 -0.00330038 0.0378935 -0.0225085 -0.00408012 0.00697567 -0.0193075 -0.0653212 -0.0440282 -0.000578086
internal_weight=47.3706 20.5423 0.790551 26.8283 0.19214 19.7518 1.74959 0.0601555 0.0211629 18.0022 1.63754 1.68944 0.193915 0.146875 0.0470399 0.0952629 0.0444883 16.3646 26.6361 2.87031 0.196668 0.140606 0.0447134 0.0958929 0.0740909 0.0664742 0.0469072 0.0157668 0.0350388 23.7658
internal_count=4633 1557 109 3076 61 1448 391 148 126 1057 123 243 232 81 151 60 44 934 3015 1150 800 771 95 676 640 608 549 84 345 1865
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=31
num_cat=0
split_feature=3 3 2 1 1 2 4 3 4 4 4 3 1 3 1 4 4 3 0 2 0 0 2 2 1 3 2 2 3 4
split_gain=0.000835342 0.00208969 0.00172367 0.00330287 0.00329364 0.00183394 0.00143082 0.000839677 0.00499976 0.0246971 0.00374095 0.00213784 0.00168514 0.0057593 0.00267692 0.00464552 0.0120355 0.00486964 0.00455845 0.0338141 0.00847455 0.0236256 0.00628382 0.00513675 0.00305232 0.00267378 0.0023425 0.0118597 0.0144766 0.00412429
threshold=0.11636500000000001 0.11148000000000002 -0.031989999999999998 61.966271448700006 62.068432857650002 -0.071969999999999992 39.955516828000007 0.10487000000000003 40.986363433950011 38.621016321050007 41.087689990200012 0.10336500000000003 62.041548276350007 0.10214000000000002 62.095317438950012 41.067148236900003 42.477827694800006 0.08919500000000001 85.931187223550012 -0.10434500000000001 86.345209775600011 86.135510041400025 -0.11334499999999999 -0.025719999999999996 65.644082171150004 0.080545000000000019 0.22387500000000005 0.2758500000000001 -0.17949499999999999 38.536700832000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 -6 -4 11 9 -9 -10 12 -1 14 15 -14 -17 -18 19 22 21 -20 24 -21 25 -16 -22 -28 -29 -30
right_child=2 -3 6 4 5 -7 -8 8 10 -11 -12 -13 13 -15 18 16 17 -19 20 23 26 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.00120418225075086 0.00061405084149956186 0.0057618892381249261 0.0052045210544331699 -0.012141740544660516 0.0010371014162501217 -0.0070169073278603519 -0.00038479351271315473 0.0021364843454460668 0.0080526807762501661 -0.039926278738004674 -0.0020929053386158926 0.0057345832723716015 -1.4771697642748937e-05 -0.010144730136903608 0.061293559783883636 -0.016868938845716868 -0.0063852906291024169 0.0068032399078977223 0.085820008433573611 -0.10067544172713759 0.00053296006939323494 -0.01782077697694788 0.10024380175300757 -0.019500041819335526 -0.10022715256149715 -0.055592593142090141 -0.0011368982003732628 0.045509991371394824 -0.015289503643377601 -0.08701357221377877
leaf_weight=9.8677996360865148 1.5748634765495806 0.65587036675903121 0.55656854010303325 0.54595561509063362 0.61057713289102622 0.526525378816871 2.5861590621536834 0.54637491482515654 0.54892634251154948 0.18748868239003968 1.0755241103169915 0.68176880638109949 3.5492134491214591 0.58394015753693551 0.007100412144677444 0.66967383886185405 0.57140128074252039 0.54891096128972094 0.041896207403626984 0.032401263757527943 20.655728679645204 0.046303621726110578 0.01629764586687088 0.01026511291052961 0.0022434264631883147 0.0027016810873021768 0.57574630501626112 0.013279921378099857 0.010101788940951817 0.038849244927742888
leaf_count=946 34 75 32 17 96 20 69 51 5 39 57 45 26 33 36 35 37 9 32 52 2518 10 3 35 5 67 113 30 47 59
internal_value=-3.39746e-06 0.000162697 -0.00106577 -0.00267752 -0.0057575 -0.00269224 0.000605059 7.15354e-05 -0.00175933 -0.00860978 0.00133544 0.000185383 8.38021e-05 -0.000320043 -0.000105912 -0.00210955 -0.00626311 7.65945e-05 0.000392753 -0.024902 0.000476758 0.0314101 0.059764 -0.0811454 0.00499471 0.0290771 0.00034863 -0.00561941 -0.0470906 -0.0722122
internal_weight=47.3405 40.9398 6.40065 3.25792 1.68306 1.1371 3.14273 40.2839 2.35831 0.733864 1.62445 37.9256 37.2439 27.3761 26.7921 5.3392 1.78999 1.12031 21.4529 0.0710095 21.3819 0.0881998 0.0283432 0.0426664 0.0120455 0.00980209 21.2937 0.637977 0.062231 0.048951
internal_count=4633 4365 268 167 133 116 101 4290 152 90 62 4138 4093 3147 3114 107 81 46 3007 198 2809 42 111 87 108 103 2767 249 136 106
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=31
num_cat=0
split_feature=2 2 3 2 3 4 1 2 2 2 2 2 2 3 3 2 4 2 0 0 2 1 2 1 4 1 2 3 2 4
split_gain=0.000834482 0.000824559 0.00201254 0.00163031 0.0150994 0.0175745 0.00564558 0.00101544 0.00161753 0.00182052 0.00172538 0.00175984 0.00572635 0.0413086 0.0265475 0.0255372 0.0352232 0.046716 0.00426663 0.00216517 0.00152695 0.00166288 0.0213871 0.00497653 0.014745 0.00404873 0.00736151 0.0025081 0.0041831 0.00215946
threshold=0.28423000000000004 0.23643500000000003 0.11296500000000002 0.12616000000000002 0.098510000000000028 39.788107623550012 78.537927364800012 0.067985000000000018 0.059500000000000011 0.055540000000000013 0.048475000000000011 -1.0000000180025095e-35 -0.021344999999999999 0.10020000000000003 0.094595000000000026 -0.017745 41.16018805045001 -0.011849999999999999 86.681267041950008 85.990333302400003 -0.027754999999999998 80.13218303615001 -0.047144999999999999 80.909147435850016 41.976795488650005 82.140461259550008 -0.043559999999999995 -0.15148999999999999 -0.16262999999999997 45.044778924400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 -5 -7 8 9 10 11 12 20 14 15 -14 17 -17 19 -13 21 -1 23 24 -23 -24 -27 28 -25 -29
right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 -12 18 13 -15 -16 16 -18 -19 -20 -21 -22 22 25 27 -26 26 -28 29 -30 -31
leaf_value=-0.00021148433772538459 0.0037518152240981987 -0.0066549524067970591 0.0018748600138139213 -0.016878071256089578 -0.001603312799614358 0.078341173016599111 0.022232899788077007 -0.0015660291210246357 0.0028086208214137629 -0.006038360490606221 0.0055688409510499101 -0.0041911529076376188 0.09426648337128872 0.070679365666305435 -0.086411663200978817 -0.058830044239594571 -0.090963932468954192 0.081110962408308881 -0.010319296928047356 0.0049331068802776785 0.0048551880382924489 -0.034538569433999466 0.097156341433685206 0.031459609828443064 0.087251169325088515 0.089125919846427176 -0.10007537411941546 -0.0022723619681248044 -0.10014769083224039 0.035578662681182045
leaf_weight=34.463797657425587 0.58455741824847152 0.60239138526904301 0.5114629752933979 0.042353437713042008 0.65662831938925592 0.060775506301187221 0.025439506698262448 4.0877878957771179 2.072986154917472 0.50251977637056811 0.55228648308982187 0.50700314626424059 0.027549242402528762 0.089321979630312853 0.037905209870586987 0.041797263381127436 0.039457516856010955 0.05557018177904538 0.56259345747578926 0.53399041551165283 0.6283194462215097 0.017606673245111781 0.028227387141668392 0.0038565437611302045 0.022831915674425218 0.0055990632463362999 0.0032502042580375701 0.52598493210363739 0.0064616477688522744 0.01551731718579763
leaf_count=2494 176 126 5 45 52 41 25 165 36 54 93 61 22 20 12 27 48 21 131 8 45 14 4 44 42 6 72 515 59 170
internal_value=-3.05936e-06 -5.00288e-05 -0.00273821 1.56093e-05 0.00453287 0.0358717 0.0617853 -6.35065e-05 8.72379e-05 -5.86421e-05 2.0085e-05 -6.13817e-05 8.29502e-05 0.0140395 -0.0109713 0.00642543 -0.0112611 0.021038 -0.00330276 0.000489248 -3.09801e-05 -0.000118464 0.00497555 0.000363127 0.0342248 0.078654 0.0196351 -0.00211833 -0.0509579 -0.0011877
internal_weight=47.3158 46.7313 1.11385 45.6174 0.785197 0.128568 0.086215 44.8322 40.7444 38.6714 38.1689 37.6166 36.0131 0.291601 0.202279 0.164374 0.136825 0.0973674 1.60359 1.04099 35.7215 35.0931 0.629336 0.592259 0.0404386 0.0370767 0.00884927 0.55182 0.0103182 0.541502
internal_count=4633 4457 131 4326 163 111 66 4163 3998 3962 3908 3815 3615 150 130 118 96 48 200 69 3465 3420 926 844 56 82 78 788 103 685
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=31
num_cat=0
split_feature=4 3 3 1 1 1 4 3 2 0 2 4 1 3 4 2 3 1 2 1 2 1 0 3 4 2 0 3 4 2
split_gain=0.00076782 0.00651855 0.00542226 0.00547601 0.00356299 0.0281123 0.0102327 0.0211701 0.0114715 0.0059366 0.0123894 0.0115047 0.0124058 0.00747441 0.00981249 0.00435864 0.00528699 0.0119814 0.00968403 0.00901175 0.00763933 0.00489599 0.00815269 0.00474329 0.00407886 0.00514322 0.0208582 0.0715422 0.0102728 0.00377341
threshold=42.123054668150012 -0.25098999999999999 -0.55393499999999996 65.036490633650018 61.993156030000002 62.00390986255001 43.067541470150012 0.10249000000000003 -0.083004999999999982 85.990333302400003 -0.011849999999999999 44.279556297950009 62.041548276350007 0.091705000000000023 48.109449608500007 -0.095854999999999996 0.085175000000000015 71.658163008950012 -0.122095 63.910026677050006 -0.156745 68.327163385350005 94.354126546200021 -0.20885999999999996 42.388109226950007 -0.08158 87.727077254650013 0.08759500000000002 43.182896969600009 -0.21563499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 8 -3 10 11 12 -7 14 -13 16 17 18 19 -11 23 -21 -23 -19 -17 28 27 -27 -26 -25
right_child=1 4 3 -5 5 9 -8 -9 -10 15 -12 13 -14 -15 -16 24 -18 20 -20 21 -22 22 -24 29 25 26 -28 -29 -30 -31
leaf_value=0.00022568366659359896 0.018311011071734912 -0.042285375368641874 -0.10034231453338577 0.0083516197796717206 -0.10088296752226822 0.017641549277495994 0.00143451340778565 0.085758884732504315 0.033564461536917688 0.10009314150333332 0.094217342072066182 -0.10014779422938691 -0.095505885736512502 0.10011392459497903 0.10007147077741885 -0.0098819742218530671 0.0024890385702355626 0.09999727757566608 0.088467534308999687 -0.088053885158706879 -0.10012880365485502 0.097156266691471996 -0.10010847377444186 -0.10003769031225401 -0.015061395202096664 0.089930305626865215 -0.00093204743753887316 -0.039419567616970554 0.0023316024607330332 0.018041260024679321
leaf_weight=35.868411206895601 0.0095902855219107686 0.035436954534361575 0.017126145200797693 0.0063549616333116168 0.028284778528813059 0.013035195755492168 1.6008231046244916 0.045286533140142637 0.045593355401016722 0.007128917262889444 0.0074013776023374991 0.0068595626161709333 0.037762923106996027 0.0077976828324608496 0.0038058127975091338 0.58064096475203975 1.626069939303614 0.0045254507446088601 0.033553502646094358 0.0084267399654294195 0.0093777548083459825 0.0052709650497515526 0.0034771863880713738 0.0039685457945406446 0.70771641410379948 0.099203686997498042 5.7364016930712847 0.07515136328220251 0.65281741625807399 0.0085095201958662967
leaf_count=2592 40 28 72 40 22 35 175 13 40 8 17 76 78 3 2 64 162 8 14 28 211 16 91 77 70 65 380 22 72 112
internal_value=-1.74021e-06 -0.00071558 -0.0450478 -0.0709252 -0.000586908 -0.00133435 0.00359668 0.030998 0.000393081 -0.00104223 -0.0287591 -0.0419005 -0.0664714 0.0257021 -0.0287019 -0.000820018 0.00375451 0.0281821 0.0536485 0.00557773 -0.0276686 -0.0336535 0.0187481 0.0122946 -0.00181644 -0.00117238 0.000103605 0.0341773 -0.00671581 -0.0195128
internal_weight=47.2958 11.4274 0.0330714 0.0234811 11.3943 9.66719 1.72714 0.126317 0.0810303 9.6389 0.0766626 0.0692612 0.0507981 0.0184631 0.0106654 9.56224 1.71031 0.0842386 0.0578573 0.0243038 0.0263813 0.0171749 0.00874815 0.0170035 7.85193 7.27129 5.91076 0.174355 1.36053 0.0124781
internal_count=4633 2041 152 112 1889 1633 256 81 68 1611 211 194 113 81 78 1400 727 565 157 143 408 135 107 197 673 609 467 87 142 189
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=31
num_cat=0
split_feature=3 0 3 3 3 3 3 2 2 0 3 3 1 0 2 4 3 1 2 2 4 2 1 4 4 3 3 3 3 4
split_gain=0.000722862 0.00317106 0.0190277 0.00698092 0.00544411 0.00698428 0.00738436 0.00503764 0.00431915 0.00388617 0.00299626 0.00384464 0.00236506 0.0226308 0.0119078 0.024829 0.00707495 0.0201107 0.00282996 0.00600537 0.00450657 0.0132788 0.00465171 0.00357802 0.00576662 0.00333825 0.00329962 0.00235965 0.00209251 0.0032994
threshold=0.10249000000000003 85.398872513700013 0.099855000000000027 0.087125000000000022 0.08574500000000003 0.083905000000000021 0.08326500000000002 0.11061500000000003 -0.086139999999999994 83.479313408550013 0.083070000000000019 0.07771500000000002 71.053259929650025 98.230883170350012 -0.027754999999999998 39.427119987250002 0.10821500000000002 74.257902021100008 -0.072755 -0.086139999999999994 41.489621506400006 -0.011849999999999999 62.334590212600006 41.11191809080001 36.772607578000013 0.43380000000000013 0.11296500000000002 0.092015000000000027 -0.10978499999999999 38.060777288450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 10 -5 11 28 18 16 -15 -16 -14 -18 19 23 21 -20 25 24 -2 -22 -23 -11 -1 -30
right_child=12 -3 -4 9 -6 -7 -8 -9 -10 27 -12 -13 13 14 15 -17 17 -19 20 -21 22 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.005705548167979373 0.0035932275800463227 0.00016281509699063082 0.093369367783204385 -0.10011035875693981 0.084767987369270284 -0.10078189627799346 0.099829955689537397 0.089751520769361978 -0.10011790996115931 -0.050829763498415718 -0.10047070130830096 0.084641997921430512 -0.10157117213163941 0.0039431983561355336 0.012647807021414518 -0.10121447413748846 -0.10037838194491414 0.081604432094299018 0.0149693149659303 -0.00634572012237343 -0.011483704004963916 -0.0039986404868727898 0.0017925061106916903 0.0030791887687612353 -0.010735729788257979 -0.0005241478526507177 0.0038025061601902246 0.01706274335312296 0.075220671929161279 -0.087867838491852229
leaf_weight=0.033513177166281855 0.53686948638414855 35.563279893903477 0.025487876140005028 0.008730642152261936 0.009263383191637331 0.0059148822353449751 0.0084777133132547533 0.005669647861266113 0.0047771417891606513 0.011485874976165711 0.0028267325915294341 0.0054296480598541299 0.02927034384492766 0.56750853279282865 0.043207519146255757 0.03439801507583784 0.015602772322139913 0.0099417409910529386 0.79502842259353235 1.9783284257621323 0.62848847123171958 1.0957159469253333 1.5622335429752636 2.1085223439577021 0.58898854722610849 0.49827481061220169 1.0732535696588454 0.009235429170075804 0.0015768681339297643 0.0058148142156985577
leaf_count=256 26 3307 16 58 19 20 61 13 143 27 2 15 19 116 32 34 25 26 54 33 52 21 22 52 35 2 22 16 29 80
internal_value=-1.01525e-06 0.000221567 0.0153398 -0.00230466 0.0124964 0.00344943 0.0125044 8.46109e-05 -0.00934058 -0.0441489 -0.000519486 0.00557824 -0.000688094 -0.00632237 -0.00108089 -0.0378207 -0.0680092 -0.029552 -0.000325154 -0.00200577 0.00122457 0.00391387 -0.00173977 0.000648783 -0.00390291 -0.00663719 -0.000138462 -0.0205703 -0.00491656 -0.0530762
internal_weight=47.2671 35.7015 0.138204 0.112716 0.083264 0.0740006 0.0680857 0.059608 0.0539384 0.0294519 0.0491612 0.0463345 11.5656 0.699929 0.645114 0.0776055 0.0548149 0.0255445 10.8657 5.21271 5.65299 2.964 2.689 3.23438 1.12586 1.12676 2.16897 0.0207213 0.0409049 0.00739168
internal_count=4633 4062 755 739 638 619 599 538 525 101 382 380 571 252 182 66 70 51 319 146 173 97 76 113 61 54 43 43 365 109
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=31
num_cat=0
split_feature=4 1 2 2 0 3 4 4 3 2 3 0 3 3 2 2 1 3 0 4 1 0 2 3 1 4 2 2 4 3
split_gain=0.000852756 0.00200052 0.00498089 0.00241638 0.00565773 0.0138896 0.00252648 0.00471321 0.00195256 0.00321629 0.0239873 0.0275503 0.00241058 0.00657379 0.00237514 0.00192827 0.00307914 0.00284492 0.0165949 0.0188845 0.0023103 0.00212301 0.00205513 0.00191838 0.00190587 0.00685677 0.0158004 0.0459664 0.0115587 0.0204244
threshold=40.542362378300005 62.057679025150001 0.0041150000000000015 -1.0000000180025095e-35 85.882794977150013 0.092185000000000031 40.250747516500006 38.804629908750009 0.10990500000000002 0.20852500000000004 0.13026500000000005 98.752444047600008 0.050735000000000009 0.080110000000000028 0.15684000000000003 -0.0309 72.04530097975001 0.08919500000000001 91.498984011650009 40.300545846000013 80.677940036650014 97.491557184450016 -0.095074999999999993 0.093745000000000023 61.987779113750001 42.206017975500011 -0.085550000000000001 -0.025719999999999996 43.067541470150012 0.10249000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 12 10 11 -10 -3 -14 15 17 -17 18 -15 -20 -18 22 -19 -23 25 26 -2 -28 29 -27
right_child=24 8 -4 -5 5 -7 -8 -9 9 -11 -12 -13 13 14 -16 16 20 21 19 -21 -22 23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.0017181423588950894 -0.0010884008386130007 -0.0026554709741739794 0.010497881564307837 -0.0022971750509540334 -0.0031406501366231469 0.018548000542365963 0.0051794143595300952 -0.0099096104280951072 -0.080018949647530341 0.0018977080930971193 -0.00015068432020978989 0.030683614927783948 0.011381633223290083 -0.0010313512848376554 -0.0057330742945180665 0.0092296228708194736 -0.0042132801576750308 0.0070755694304725433 -0.087153558350486632 0.03909669675111363 0.0051114896306375789 0.00019438705660976965 0.00088177199935266827 -0.007184440097500383 3.5432729518835269e-05 0.0030504610812831169 -0.060072365067106274 -0.002886684634135024 0.00082294738400530204 0.090994607119774709
leaf_weight=0.89924764296673554 2.602918535162758 2.2219502032693006 0.63322428440389433 1.4775047183811665 0.57056619898912664 0.61197774112224579 0.54569723831650652 0.56928384237545515 0.083663188029617808 0.532711226665052 0.57733430821360232 0.030741096396235346 0.5736186965171538 0.56502614752297409 0.60393047604342598 0.63823862478483517 0.53217150591080986 0.6694485720345259 0.046876899477192091 0.015855157646001317 0.5306318475468319 1.0233760081363708 2.6814657644861772 0.53733869470744 25.021100932093688 0.076513790738044984 0.18979783913528081 0.54183768424257284 1.6006591558596612 0.040326083016907432
leaf_count=178 116 333 50 8 38 11 12 38 42 25 59 38 85 44 124 37 11 61 161 8 62 69 93 102 2381 77 38 73 249 10
internal_value=-1.24663e-06 0.000560985 0.00217475 0.00104722 0.00259295 0.00808343 -0.000630491 -0.00278942 -0.00016093 -0.00394255 -0.00844016 -0.0502725 0.000274262 0.00104757 0.000291896 0.000794444 0.00373937 -0.000109889 -0.00644889 -0.0552446 0.00044235 0.000700302 0.00211917 -0.00234607 -0.000322283 -0.00209393 -0.00473789 -0.0177216 0.00303937 0.0334035
internal_weight=47.245 17.1719 5.3075 4.67428 3.19677 1.18254 2.01423 1.46853 11.8644 1.22445 0.691739 0.114404 10.6399 8.41798 7.84436 7.24043 1.70104 5.53939 0.627758 0.0627321 1.0628 4.91163 3.35091 1.56071 30.0732 5.05205 3.33455 0.731636 1.7175 0.11684
internal_count=4633 1689 335 285 277 49 228 216 1354 164 139 80 1190 857 772 648 110 538 213 169 73 325 154 171 2944 563 227 111 336 87
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=31
num_cat=0
split_feature=2 0 1 4 2 1 1 1 0 3 2 4 0 1 3 0 4 1 2 3 3 0 1 3 2 1 0 0 0 0
split_gain=0.000810331 0.000908166 0.00335203 0.0102082 0.00744511 0.0046987 0.0053794 0.00380048 0.00257433 0.0177255 0.0157841 0.00690925 0.0042672 0.00233132 0.00245033 0.00224022 0.00400947 0.0029248 0.00230719 0.00259691 0.00257397 0.00183483 0.0021877 0.00181373 0.00168246 0.00387921 0.00140859 0.00209291 0.00204643 0.00736146
threshold=0.28423000000000004 97.886760529650019 81.339300736700025 44.749265482150008 -0.085550000000000001 86.751166953300014 87.143681840350013 83.75622459600001 99.647700605050019 0.11296500000000002 -0.14314999999999997 41.935569238650011 98.230883170350012 75.424692849750016 0.092895000000000019 104.09978726910002 46.095286511800005 81.94689227420001 -0.045684999999999996 -0.15148999999999999 0.074735000000000024 104.22883325935001 93.155074220050025 -0.225495 -0.086139999999999994 83.116371560950014 96.978061681550017 97.615226258450022 87.261973998100004 86.904409066750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 8 4 7 -6 -7 24 9 10 11 -3 -12 26 -15 -5 -17 -18 19 -19 -21 -22 -23 -9 25 -4 28 -28 29 -1
right_child=-2 2 3 15 5 6 -8 23 -10 -11 12 -13 -14 14 -16 16 17 18 -20 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00014580656695843425 0.0036990989000903161 -0.031094326837022863 -0.074868388930078023 -0.064001190810851025 -0.10021515414006264 0.089222872277857329 -0.10007381241524689 0.010318136029897894 -0.00010673755870615914 -0.00051067666989365005 -0.044930508933557795 0.077488350449584256 -0.10082000799894178 0.0090579422404476386 -0.00031325120277708339 0.087550548264540326 0.10009957836786237 -0.1001469279204804 0.045916641480724489 0.084508271273450453 0.080261594470316291 -0.10005115980174098 0.027169706403589785 -0.10006916729922283 0.099901696078845373 0.05559500191167828 -0.0056930168909348254 0.00065349533946049588 0.0010874020715616762 -0.010939180580033799
leaf_weight=23.882322420190587 0.58439966177029745 0.012926373979116335 0.0034481236762644585 0.002802417874818274 0.02443191615613105 0.0031306519020919401 0.0028843657192887118 0.002242742059391927 4.2879408607800187 0.54922346339799333 0.022437106879582447 0.010720126574859989 0.034925933578790591 0.58758465987398867 0.53132485103947147 0.0085499584697785735 0.0029215370304882518 0.0037849443530344447 0.0057144589901376745 0.0025180737616210536 0.0011905124265467748 0.0038798726711100073 0.0020743217508734091 0.0044256554106416324 0.0027203695735793796 0.0067224742476810206 1.0508089664946845 1.0278991009196472 13.897509173336166 0.6490756885049781
leaf_count=1493 176 33 98 20 121 6 220 53 391 29 11 25 42 141 21 11 1 20 49 12 8 92 35 312 3 18 32 27 1092 41
internal_value=-1.4976e-06 -4.78779e-05 -0.00132105 -0.0211961 -0.0497968 -0.0807231 -0.00155007 -0.00165551 -0.000983852 -0.00695151 -0.0506187 0.0181316 -0.0789593 0.0001051 0.00460794 0.0215785 0.0294075 0.00689677 -0.00731328 -0.0299327 -0.00242959 -0.0330699 -0.05573 -0.0629433 0.0300482 0.0113642 -1.92784e-05 -0.00255473 0.00011787 -0.000431388
internal_weight=47.2125 46.6281 5.00162 0.0834424 0.0500063 0.0304469 0.00601502 0.0195594 4.91817 0.630233 0.0810095 0.0236465 0.057363 41.6265 1.11891 0.0334361 0.0306337 0.0220837 0.0191622 0.0134477 0.00966278 0.00714471 0.00595419 0.0066684 0.012891 0.0101706 40.5076 2.07871 38.4289 24.5314
internal_count=4633 4457 1610 1079 831 347 226 484 531 140 111 58 53 2847 162 248 228 217 216 167 147 135 127 365 119 116 2685 59 2626 1534
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=31
num_cat=0
split_feature=4 3 4 4 2 3 3 4 3 3 4 4 4 4 3 4 4 1 2 3 2 1 4 0 4 2 2 2 4 3
split_gain=0.000792585 0.00651437 0.00532598 0.00470525 0.00306341 0.0117736 0.0240765 0.0123777 0.00890765 0.00530425 0.00415751 0.00793192 0.00513317 0.00403988 0.0036865 0.00316613 0.00274891 0.00498766 0.0114413 0.0550613 0.010629 0.00425123 0.00647597 0.00274628 0.00253339 0.0039065 0.00242283 0.00240123 0.00767842 0.0553115
threshold=42.243697547450004 -0.25098999999999999 43.968221017800005 49.292797572200008 -0.101255 0.087125000000000022 0.08574500000000003 42.620627117000005 0.085235000000000019 -0.245505 43.521589032450009 43.084051236300006 47.927946529500012 48.914776625700007 0.070640000000000022 44.202975721700007 43.022303514600004 62.111448187750007 -0.088274999999999992 0.08919500000000001 -0.066979999999999998 62.229740345500012 42.580420142950011 96.631250582750013 44.026978245600006 -0.11692 -0.15781499999999998 -0.074029999999999999 41.529896397300007 0.094235000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 -2 -4 5 6 7 -3 9 -9 11 -11 15 -14 -15 24 17 18 -6 20 -20 -19 23 -23 25 -12 -16 -1 -29 -30
right_child=1 4 3 -5 16 -7 -8 8 -10 10 12 -13 13 14 26 -17 -18 21 19 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0005681881686050716 -0.10039112911320476 0.08581285478152538 0.014174130747320754 -0.10013668549629305 0.002938170664145083 -0.0005143810678156414 0.099902469658915999 0.091747628581411028 -0.10149618142257835 -0.052294548110793204 -0.10007644282239746 0.089731675599364791 0.04914621068648254 -0.07274546189567653 0.056183992977375002 -0.091613262094684733 0.00051921871064761161 0.0068637189420239289 -0.045470221843929237 -0.0035016103043685881 -0.10341992175509269 -0.0062407990509259856 -0.011649698254817804 0.0015008642504181944 0.095646867877497571 0.10004624600846564 -0.066603450684635995 0.00060001726582641166 0.060933270047801719 -0.002737386417915327
leaf_weight=18.409462637186707 0.011540855061598881 0.016089109021943604 0.014391366453882587 0.0048025110440281784 0.52607026625298658 0.56422225821994743 0.03794407869699512 0.006010662498056373 0.0094493055432067763 0.0063004754783361197 0.0034602327675354871 0.010461436802515323 0.012084846648633629 0.0085110010404889636 0.0057495729994627709 0.012405129183981067 5.5129203416642305 0.59206977535359362 0.059752223804935056 0.58172113751621168 0.067301688625994283 0.58865150021893065 0.60871276030378263 2.0680302781168791 0.0017904332163425352 0.0013583379331976167 0.0022303841025088644 16.623025002939485 0.17208325787549483 0.65868968731547284
leaf_count=1533 61 20 66 19 27 135 24 8 4 19 79 33 45 52 50 237 578 77 26 54 30 38 82 53 8 1 164 941 112 57
internal_value=-1.82246e-06 -0.000730771 -0.0467068 -0.0144276 -0.000605758 0.00581094 0.0324753 0.00579707 -0.0103332 0.00190954 -0.00648162 0.0363468 -0.0215664 0.00522366 -0.0269635 -0.0618285 -0.00102812 -0.00270327 -0.00823468 -0.0165274 -0.0761667 -0.000932567 -0.00234616 -0.000214487 -0.0059225 -0.0436626 0.0218651 0.000228551 0.00106891 0.0104511
internal_weight=47.1973 11.334 0.0307347 0.0191939 11.3033 0.698067 0.133845 0.0959009 0.0798118 0.0703625 0.0643519 0.0167619 0.0475899 0.0285758 0.016491 0.0190141 10.6052 5.09231 1.23485 0.708775 0.127054 3.85746 3.26539 2.65668 0.006609 0.00481857 0.00797996 35.8633 17.4538 0.830773
internal_count=4633 1990 146 85 1844 879 744 720 700 696 688 52 636 311 266 325 965 387 137 110 56 250 173 91 88 80 214 2643 1110 169
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=31
num_cat=0
split_feature=4 3 2 3 4 1 1 4 3 2 1 0 2 4 3 2 3 3 3 1 3 4 1 4 0 1 1 3 0 2
split_gain=0.000653928 0.00494984 0.00457367 0.00286907 0.00385964 0.00244676 0.0254193 0.00523184 0.0192749 0.0123906 0.00765378 0.00483443 0.0115713 0.0171574 0.00624914 0.00297881 0.0119375 0.0192474 0.0108994 0.0145949 0.00601156 0.00409934 0.00351893 0.00374717 0.00320003 0.00735048 0.065878 0.0225514 0.00869525 0.00226006
threshold=42.123054668150012 -0.25098999999999999 -0.15962499999999999 -0.55393499999999996 47.142075646500011 61.993156030000002 62.00390986255001 43.131467368600006 0.10249000000000003 -0.083004999999999982 61.950140699950005 85.990333302400003 -0.076544999999999988 44.279556297950009 0.080375000000000016 -0.097799999999999984 0.08674500000000003 0.08574500000000003 0.085175000000000015 67.254468591300011 -0.20885999999999996 43.219899330700009 69.873026810350026 47.927946529500012 87.380266155850009 62.068432857650002 62.111448187750007 0.088565000000000019 86.866770652900016 -0.084729999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 8 9 -3 -11 12 13 -8 -15 16 17 18 19 -13 -21 -22 -23 -24 25 -17 -27 28 -28 -26
right_child=1 5 -4 4 -6 6 11 -9 -10 10 -12 15 -14 14 -16 24 -18 -19 -20 20 21 22 23 -25 29 26 27 -29 -30 -31
leaf_value=0.00020809247239198114 0.030136661032852487 -0.045633467585737414 -0.10036645461408021 0.011472968222111734 -0.1001221871148367 -0.10080177916607791 -0.094764239171982789 0.0014066419209725393 0.080914072533961615 -0.019591600765573963 0.066704794144534799 0.077781195030685701 0.034140683890659766 -0.054739539339490939 0.07674897874125533 -0.0026558232415033246 0.00092872529322333183 0.099954374085290731 -0.10140425880225237 0.061117662993198263 -0.1001753914474408 0.084694362799107928 -0.1000327703220292 0.0044994624415367855 0.0048057594174461381 -0.077365828000716022 0.10091258071149339 -0.035752855643596392 0.029133945326732958 -0.0011449957704187696
leaf_weight=35.806698175528965 0.0083021455281588885 0.038699318458839116 0.0091168489854052265 0.0060373439787991673 0.0063684875500786831 0.025542132381018656 0.033168253101280243 1.5906870310750361 0.03892871326149816 0.017059036520881476 0.025853646189489154 0.025796148392371321 0.021547489302929601 0.005520766393374287 0.010467747978395892 1.0659954291822931 1.0715780403262876 0.032731530783394192 0.0082294775436224654 0.0067843427576556722 0.008785152075554567 0.0028769181920152978 0.0056381509774707803 0.0087532775503631477 0.70921257965073881 0.10758790098770976 0.036692917929030955 0.030374778900295496 0.031250470317900181 6.3764769121265799
leaf_count=2592 26 31 68 33 25 22 94 165 13 40 7 29 42 11 64 30 126 22 4 37 45 8 191 248 107 23 57 8 4 461
internal_value=-1.677e-06 -0.000662517 -0.0413477 -0.0153642 -0.045814 -0.000555478 -0.00117494 0.00292876 0.023015 -0.0046027 0.0323995 -0.000909853 -0.0269621 -0.053746 0.0313465 -0.000716543 0.00400662 0.0371228 0.00636494 0.0214907 -0.0227289 -0.0445626 -0.01627 -0.0364533 -0.00137841 -0.00599691 -0.023294 0.0358758 0.0678981 -0.00054938
internal_weight=47.1728 11.3661 0.0298248 0.020708 0.0124058 11.3362 9.62501 1.71123 0.120541 0.081612 0.0429127 9.59947 0.0707043 0.0491568 0.0159885 9.52876 1.17117 0.099595 0.0668635 0.058634 0.0328378 0.0260535 0.0172683 0.0143914 8.35759 1.2719 0.205906 0.0983182 0.0679434 7.08569
internal_count=4633 2041 152 84 58 1889 1633 256 91 78 47 1611 211 169 75 1400 710 584 562 558 529 492 447 439 690 122 92 69 61 568
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=31
num_cat=0
split_feature=2 2 3 2 3 3 3 2 2 2 0 3 4 4 3 4 2 2 4 1 1 4 2 1 4 2 0 3 2 0
split_gain=0.000636101 0.000832541 0.00136532 0.00115029 0.01363 0.0171054 0.0138636 0.0099882 0.000915785 0.00137808 0.00151131 0.0164476 0.00699956 0.0102668 0.0157991 0.0132816 0.0119103 0.0108245 0.00978099 0.0173732 0.00295419 0.00316074 0.00180533 0.00161051 0.00157043 0.00248815 0.00308606 0.00181887 0.00233563 0.00175577
threshold=0.28423000000000004 0.23643500000000003 0.11296500000000002 0.12616000000000002 0.098510000000000028 0.091510000000000022 0.089345000000000022 0.18839000000000003 0.067985000000000018 0.059500000000000011 100.35207663525001 0.10526500000000003 38.621016321050007 41.184662530950007 0.09117500000000002 41.976795488650005 -0.081844999999999987 -0.090369999999999992 42.431220712750012 80.677940036650014 78.473404369650012 38.983591653800012 -0.087660000000000002 83.116371560950014 44.749265482150008 -0.047144999999999999 119.44012936145002 -0.16179999999999997 -0.088880000000000001 110.98492854115001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 6 7 -5 9 10 -1 12 23 14 16 22 17 20 -17 -20 -14 -22 -15 -12 -21 26 27 -26 29 -29
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 11 -13 13 15 -16 18 -18 -19 19 24 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=4.9719531740519369e-05 0.0032815560052295713 -0.0059668008024517331 0.0010684109622744872 0.076793640030639182 -0.0019262435252007761 0.073601409552961516 -0.072201000568608689 -0.016709061894779217 -0.0014697958839256257 0.0026149177699808655 -0.100266389519895 -0.091453657717163558 0.10022509798730737 -0.025191138342139825 -0.078619524504693353 0.076912531702849146 0.096687020738881177 -0.10055755825795797 -0.10020526025803972 -0.0019980091401186656 0.098602710631611926 -0.074669400240477662 -0.10048124047929259 -0.0019866312501038131 -0.054537886901930337 0.073570276430364581 -0.10010458900484789 0.018927011749332357 0.070826554692653615 -0.10002715901814244
leaf_weight=37.835245572330464 0.58277976018533806 0.60272865853088464 0.50865507638081908 0.022343610508637313 0.65177195112300979 0.058391857227150012 0.019237998557159131 0.023377982354954918 4.086841066807124 2.068927097734238 0.0087831738082663202 0.021175551087179834 0.0065875835716724396 0.0039919652433049171 0.0096655969335976977 0.015350744509833092 0.032873455728626766 0.0071022725261187239 0.018158690986606274 0.50852714614442451 0.0017497257753120721 0.0026429825334588486 0.015750638206455392 0.0020580880378775488 0.0027980590688230196 0.0070983762204546988 0.0024653337399183064 0.0053015433817053233 0.0078269081423059158 0.0016199689575335796
leaf_count=2744 176 126 5 39 52 24 23 25 165 36 79 80 1 57 57 44 33 12 104 208 6 73 49 198 12 24 36 104 8 33
internal_value=-1.73648e-06 -4.28335e-05 -0.00274694 2.32933e-05 0.00384258 0.0343242 -0.000981837 0.0289846 -4.2976e-05 0.0001007 -3.43513e-05 -0.00470157 -0.00191969 -0.000589556 0.0385962 -0.00462343 0.0608303 -0.00435603 -0.00182639 -0.00400896 0.057869 -0.00565078 -0.0852575 -0.0816091 -0.0007478 0.0227034 0.0046604 0.0193802 0.0334039 -0.00891402
internal_weight=47.1418 46.559 1.11138 45.4477 0.775123 0.123351 0.0649596 0.0457216 44.6725 40.5857 38.5168 0.681528 0.660352 0.649511 0.0606216 0.588889 0.050956 0.0180826 0.569147 0.553796 0.0109803 0.00439271 0.0197426 0.0108413 0.535637 0.0271102 0.0200118 0.0175465 0.0147484 0.00692151
internal_count=4633 4457 131 4326 163 111 87 64 4163 3998 3962 1218 1138 861 182 679 125 92 573 529 80 79 106 277 425 217 193 157 145 137
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=31
num_cat=0
split_feature=4 4 4 2 1 0 2 1 4 2 2 4 1 3 0 3 0 3 4 3 0 2 0 0 2 2 4 3 3 4
split_gain=0.000558058 0.00232272 0.00214879 0.00458058 0.00212049 0.00461218 0.00192298 0.00184191 0.00526434 0.0137353 0.0408567 0.00915069 0.0180492 0.0104994 0.00414228 0.0155157 0.0353846 0.0207518 0.0220932 0.00351611 0.00289499 0.00240799 0.0022558 0.00616885 0.00611128 0.00642937 0.00455819 0.00175088 0.00464796 0.00473137
threshold=40.542362378300005 40.165165956550005 40.003678352300007 -0.074029999999999999 72.04530097975001 85.990333302400003 0.26056000000000007 61.987779113750001 42.206017975500011 -0.085550000000000001 -0.025719999999999996 43.067541470150012 61.971648364950006 0.083395000000000011 85.823648898300021 0.08326500000000002 85.705356740550016 0.10336500000000003 43.968221017800005 0.083070000000000019 86.208098410950015 -0.088880000000000001 86.09518316945001 86.264556031700025 -0.031989999999999998 -0.09280999999999999 41.976795488650005 0.10646500000000002 0.23724500000000004 42.620627117000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -3 -1 8 9 20 -11 12 13 19 15 -9 17 18 -17 21 -2 -10 24 26 25 -16 -24 -25 29 -29
right_child=7 4 3 -5 -6 -7 -8 14 11 10 -12 -13 -14 -15 22 16 -18 -19 -20 -21 -22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=-3.6338310070295872e-05 0.00077781244268466552 0.001822927212056379 0.00032636040947728236 -0.010771908864791291 -0.00046008698471580343 0.011412898944437561 0.0058347932599072871 0.0011049532644170448 0.065054243367917083 -0.057522502361421084 -0.0027480366646069408 0.0006057554678675466 0.094529588155082167 -0.020247306491873836 9.8535677914278767e-05 -0.10148918071174418 0.067034904083838859 0.049754695935495807 0.086263507075387685 0.1003847682421327 -0.007424544019992734 -0.02250419588481652 0.013416347962412593 -0.00068549103370323713 0.005043796984693134 -0.015225637901008933 0.0009077133885529526 0.01264934182394848 -0.0015257049487168064 -0.0001371869921679595
leaf_weight=10.619122156520408 2.0616610984465078 2.0660712334974956 1.0454748062850816 0.57720398506958659 1.5722082062984162 0.66224979375783721 0.58880050412659279 1.0412787946291135 0.0066046550406326787 0.18184413008202682 0.54226636946258455 1.5956583805521893 0.031401526776789979 0.0529873775244738 0.51538628487105587 0.034466218137815363 0.11268529103472247 0.023616501253343358 0.0076603732505304825 0.011224718764424324 0.54379756376147259 0.0059891579036562836 0.58099955227226263 18.211589817542944 0.52840365757311047 0.58405421514908074 0.584295171280246 0.6335934056517083 1.5693120495241712 0.53269127593878451
leaf_count=1294 111 39 26 63 59 61 147 102 11 38 73 249 6 37 18 59 27 22 61 1 5 32 28 1870 11 34 30 48 38 33
internal_value=-1.52369e-06 0.000453817 -0.000220312 -0.00362141 0.00246508 0.00415072 0.000272098 -0.000261597 -0.00200666 -0.00432013 -0.0165034 0.00251415 0.0306559 0.00454156 9.0312e-05 0.00577377 0.0330202 -0.0252818 -0.0673479 0.0596876 -0.00093414 0.0234146 -0.000201687 6.27943e-05 -0.00379438 -0.0080421 0.00714434 -0.000331153 0.00202777 0.0068092
internal_weight=47.1246 17.1311 12.8306 1.62268 4.30053 2.72832 11.2079 29.9935 5.03343 3.32957 0.72411 1.70387 0.108207 0.0768059 24.96 1.21971 0.178428 0.0657431 0.0421266 0.0238185 2.60546 0.0125938 23.7403 22.1125 1.62784 1.09944 1.16529 20.9472 2.7356 1.16628
internal_count=4633 1689 1530 89 159 100 1441 2944 563 227 111 336 87 81 2381 271 169 142 120 44 116 43 2110 2047 63 52 58 1989 119 81
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=31
num_cat=0
split_feature=4 4 3 1 4 2 4 2 2 3 2 2 3 1 3 3 0 2 4 3 4 4 0 4 3 1 1 0 4 4
split_gain=0.000633697 0.00268521 0.00471377 0.00519281 0.00186499 0.00586895 0.0018899 0.00170299 0.00976204 0.00857032 0.0101334 0.00757288 0.00258115 0.0022269 0.00616716 0.00554227 0.00496262 0.00314956 0.00370474 0.00238626 0.00213485 0.0032841 0.00301296 0.00752624 0.044406 0.0383371 0.0324959 0.0225653 0.0123468 0.0292454
threshold=42.123054668150012 42.320906304050006 0.083905000000000021 74.257902021100008 42.027798546600003 -0.085550000000000001 41.965446242000006 -0.11534 -0.122165 0.095235000000000028 -0.55200499999999997 -0.14174999999999999 0.088565000000000019 62.245871094250013 0.084995000000000029 0.080545000000000019 94.230457472250009 -0.24150999999999997 44.279556297950009 0.080375000000000016 43.022303514600004 42.783136484500005 89.057864029250013 42.759119507950011 0.12376500000000003 62.068432857650002 62.036171360100006 85.662341410450011 42.684965421050009 42.720329370750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -6 -1 8 9 11 -11 13 -13 -3 15 17 -16 -15 -19 -20 21 22 23 24 25 26 27 -9 -27 -30
right_child=1 7 3 -5 5 -7 -8 20 -10 10 -12 12 -14 14 16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=0.00014088828792180284 -0.044484716892709428 0.00070525639769090454 -0.02138580765152126 0.051739794573889587 -0.0013111733435534705 0.010704910677347424 -0.00569394834927257 0.025198327544127409 0.084147060303712939 0.02699074456316224 -0.10061277799799134 0.085897985348013822 0.0027164353213909626 -0.10005092293579108 0.092298909145305405 -0.10016767230622564 0.011346952835464687 0.067322050777921139 -0.014262511474528228 0.099601014980871552 0.0005245703909319818 -0.0090407595863084243 0.00077632457867039687 0.0053572769714084235 0.00012879687774991185 -0.10155890078951624 0.073521459556536259 -0.10042119544274397 0.10005715561533982 -0.10333481874330915
leaf_weight=33.506487067154168 0.037950763714260982 0.54828186301460147 0.028097373830149763 0.014839958359992522 1.0285657268312318 0.67206738418661771 0.5644662086696276 0.024912482615509712 0.014982781176518412 0.009919415532581688 0.016702811942422846 0.015089190478875025 0.0049555687583051613 0.0024929037227847664 0.015890127715465496 0.0053822863718475658 0.014467698959601982 0.010075940136403005 0.022219727881885198 0.002006779734621488 5.518717644202872 0.6357139546258902 2.6515901648759872 0.53331556493186827 1.0024211611636245 0.099109372375096427 0.036323590285974205 0.033567192973350757 0.01116346858907491 0.019277386440080591
leaf_count=2482 35 158 32 23 17 36 57 35 70 20 34 80 3 78 18 89 29 24 309 5 649 88 108 12 7 35 11 29 58 2
internal_value=-8.86391e-07 -0.00065265 -0.0188074 0.00388779 0.000205538 0.00343742 4.42204e-05 -0.000522099 0.00431933 0.00252747 -0.0530678 0.00483697 0.0653334 0.00288368 0.01935 -0.00538786 0.0537194 0.00847617 0.0163633 -0.00483073 -0.000834808 -0.00232113 -0.00135284 -0.00456044 -0.00887197 -0.0490878 -0.000765178 -0.046907 -0.0844497 -0.0287456
internal_weight=47.1011 11.3295 0.0808881 0.0429373 35.7716 1.70063 34.071 11.2486 0.682467 0.667484 0.0266222 0.640862 0.0200448 0.620817 0.0725355 0.0421776 0.0303578 0.0367954 0.0343024 0.0242265 10.5661 5.04739 4.41168 1.76009 1.22677 0.224353 0.0948033 0.0584797 0.12955 0.0304409
internal_count=4633 2041 90 55 2592 53 2539 1951 917 847 54 793 83 710 552 505 47 416 338 314 1034 385 297 189 177 170 75 64 95 60
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=31
num_cat=0
split_feature=2 2 3 2 3 3 3 3 4 3 0 3 1 3 3 1 3 3 0 4 0 0 3 2 3 0 1 0 0 4
split_gain=0.000632646 0.00219337 0.00357926 0.00157182 0.00904192 0.0195145 0.00111267 0.00367104 0.00651697 0.0271909 0.0193885 0.0209735 0.00663578 0.00646842 0.0220531 0.0366136 0.0153374 0.00454888 0.00977443 0.00418415 0.0115647 0.0290427 0.00307861 0.00774114 0.0036477 0.00314261 0.00605741 0.0179892 0.0052312 0.00829308
threshold=-0.117885 -0.11051999999999999 0.086555000000000021 -0.10040499999999999 0.090665000000000009 0.093635000000000024 0.083395000000000011 0.08673500000000002 42.431220712750012 0.086375000000000021 91.498984011650009 0.084565000000000015 61.917879202350001 0.088075000000000028 0.08759500000000002 62.907231794400012 0.087245000000000031 0.088890000000000011 97.139369169350019 36.377496227400009 98.031937268650012 89.861713010250014 0.082535000000000011 -0.082404999999999992 0.081775000000000028 86.780739992750014 62.057679025150001 86.692020874450009 96.741477366050006 42.123054668150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 22 8 -8 10 12 -12 -10 14 15 -9 -17 18 -15 20 21 -19 24 -24 25 26 -5 -28 29 -27
right_child=1 3 -4 6 5 -7 7 13 9 -11 11 -13 -14 17 -16 16 -18 19 -20 -21 -22 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=0.00091259099301754158 0.0015672954864660975 -0.00021108446481043716 -0.0097316143117922374 0.00049650350592484848 0.075219014215540669 -0.0096780487892165288 -0.0014513768228839056 0.073136635824160398 -0.036836820113702019 -0.0010260831233980668 0.052970965853573262 -0.054876225822749758 -0.10074288149289082 -0.014652455694021644 0.00051109040191185239 -0.10031587799377342 0.013959640135858415 0.029891881692527433 0.0037468028570490429 0.00026766846331199157 -0.0019719251352371256 -0.080753276915572603 -0.0032715696041350864 0.0131575734617059 -0.0075122225558919833 0.0091238385401199978 -0.048283640600055522 -0.0031463153564443014 -0.00077479027083435833 -0.00083260944646485033
leaf_weight=6.5174733278730903 0.5223133162833884 0.58757665398475245 0.605235124230729 1.6199745478829997 0.052237432642476378 0.056209192098943261 3.1874322192804239 0.11307807856246982 0.022547456483152817 0.50077222766412888 0.029751100671347785 0.045779879361681708 0.058159651397048151 0.64229057362604425 0.6457995930090874 0.019048897805418352 0.030629913024313282 0.038071999703507609 0.52451467184883427 20.845560121359288 0.50251508923350774 0.062944861444407252 0.53029841658894838 0.62459007326321792 0.58325174902227672 1.814747504525372 0.10771494424268002 0.48976524174213409 4.1366674424372105 1.552064607887645
leaf_count=1852 21 87 47 190 13 38 148 38 7 12 22 40 57 56 68 36 21 24 85 932 79 32 29 30 42 132 108 2 324 61
internal_value=-1.8946e-06 -0.000148871 -0.00449763 -2.44944e-05 0.00468551 0.0312158 -0.000109143 -0.000456608 -0.00332065 -0.0123892 -0.0488103 -0.012396 -0.0828892 1.344e-05 0.00880197 0.0416992 -0.0298583 -0.000300765 -0.00638143 3.0016e-05 -0.00817833 -0.0390525 0.000717712 0.00561369 0.000168973 0.000629841 -0.00267762 -0.0112838 0.00160727 0.00453402
internal_weight=47.069 40.5515 1.12755 39.424 0.696023 0.108447 38.728 27.2689 3.84444 0.65701 0.156238 0.075531 0.0807071 23.4245 0.808556 0.162757 0.0496788 22.6159 1.16681 21.4491 0.603532 0.101017 11.4591 1.15489 10.3042 9.72093 2.21745 0.59748 7.50348 3.36681
internal_count=4633 2781 68 2713 138 51 2575 1657 286 138 126 62 64 1371 163 95 57 1208 141 1067 135 56 918 59 859 817 300 110 517 193
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=31
num_cat=0
split_feature=4 4 0 0 1 3 0 2 1 0 3 3 4 3 2 2 3 3 1 2 3 1 2 0 0 0 3 0 3 3
split_gain=0.000609461 0.0208467 0.0133272 0.0171844 0.0140383 0.00819772 0.00708812 0.0051897 0.00353592 0.00313674 0.003675 0.002083 0.00206915 0.00189365 0.00166395 0.000885945 0.00730449 0.021827 0.0161503 0.00469232 0.00354095 0.00123991 0.0194376 0.0087682 0.0080135 0.0173373 0.0202941 0.00784986 0.0168152 0.00596941
threshold=37.041406607950009 36.558960102350007 89.861713010250014 89.576736448400013 65.571493801650021 0.090465000000000031 81.90387694410002 -0.011849999999999999 57.492677119650004 91.886121982450007 0.088565000000000019 0.10336500000000003 37.765550062200006 0.093745000000000023 -0.11534 0.23643500000000003 0.094595000000000026 0.08079500000000002 68.20618276945001 0.28423000000000004 -0.17949499999999999 76.279622535200005 0.13747000000000004 100.35207663525001 99.647700605050019 98.51854819030001 0.090235000000000024 101.61296349840002 0.084805000000000019 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 8 -3 -1 -4 -11 -8 13 -2 -12 21 17 18 -17 -20 -21 -14 23 24 25 26 29 28 -25 -23
right_child=12 5 9 -5 -6 -7 11 -9 -10 10 14 -13 15 -15 -16 16 -18 -19 19 20 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.059516180652227614 0.00017969970429264454 -0.10108546379090372 -0.0076354486847835697 0.098176301078459344 -0.056797759949241224 -0.01799759306416876 0.041784996521491508 -0.034252555337376242 -0.086592028464653525 0.0075201210764661939 0.0016366226441466216 0.10012012061971128 -0.00011711117448457633 0.008384293028117485 -0.0063063133449299856 -0.062566063539887001 0.00047057547786000654 -0.100387298472428 0.084389117189976215 0.059974266233734676 -0.033844846243294251 0.0079070951637493676 0.059015072493552478 0.040110460071238224 0.055408628070173584 -0.084710395151065793 -0.10038283212849688 0.0004132835164441925 -0.082865822048575941 0.095412538065904315
leaf_weight=0.0024774373191252174 0.55819046390372651 0.030277300959045822 0.55146136163398329 0.031271133979316801 0.021859838685486466 0.050264020818736821 0.011432040733751592 0.018853933184260624 0.0049976805939689686 0.57514985709645738 0.51697648614541258 0.013175905638490804 40.059308941907375 0.56711910557372391 0.53842173374407365 0.021087344342275993 0.54968546757868353 0.029568205841577822 0.017745286394870163 0.0075388147124613161 0.0086258058857140441 0.011329003601524668 0.058649574332662158 0.017068870464186481 0.055044078055288992 0.016528681458908068 0.0088981104781851172 2.6261811540487936 0.031896590110250145 0.024996892178705821
leaf_count=43 92 37 23 11 8 39 31 16 104 197 54 11 2406 37 131 17 48 77 19 13 30 95 35 18 27 36 11 917 37 13
internal_value=-1.99905e-06 -0.00156586 0.000399266 0.0391959 0.00500454 -0.0463908 0.0471136 -0.0754386 -0.0381682 -0.00111586 0.0010891 0.0730195 8.08555e-05 0.00431455 -0.00241554 -2.85556e-05 -0.00373866 -0.0310992 0.00615218 0.0488856 0.00991027 2.62835e-05 0.0020414 0.000844575 0.0276647 0.00293473 0.0349677 -0.000326389 -0.0399975 0.0681221
internal_weight=47.0361 2.36662 2.26722 0.085214 0.0539429 0.0993953 0.0320831 0.0491312 0.00747512 2.18201 1.63055 0.0246079 44.6695 1.12531 1.0554 43.5442 0.634251 0.0845655 0.0549973 0.0339099 0.0161646 42.9099 2.85059 2.79194 0.116797 0.0617527 0.045224 2.67515 0.0489655 0.0363259
internal_count=4633 705 613 208 197 92 189 53 147 405 382 42 3928 129 185 3799 204 156 79 62 43 3595 1189 1154 182 155 119 972 55 108
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 0 1 0 1 4 0 4 3 0 0 1 2 3 4 4 4 0 4 0 4 3 2 1 4
split_gain=0.000583582 0.0122147 0.0311501 0.0417965 0.0323994 0.0191356 0.0115807 0.015392 0.00632534 0.00403603 0.0497782 0.0293755 0.0118726 0.0134046 0.00600951 0.00345411 0.041506 0.0085873 0.00662594 0.00310336 0.00240921 0.00212247 0.00736214 0.00327175 0.00255195 0.00202962 0.00395067 0.00272658 0.00202881 0.00508345
threshold=92.464140480550014 90.189704902150012 90.321439350550008 66.859265246100009 68.327163385350005 -0.051199999999999996 93.308316333500017 68.327163385350005 93.671258181050021 63.452988794850008 38.751720283100006 86.162394622750014 35.119813570500007 0.093185000000000032 88.350799540950007 94.625660817400004 70.182199495350019 -0.14008999999999996 0.094385000000000011 40.986363433950011 39.955516828000007 39.571921479100006 85.495657006400009 40.148327922700012 86.538778761000017 40.518963363600001 0.093955000000000025 0.053690000000000009 61.987779113750001 42.206017975500011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 5 20 -4 7 -2 -8 14 12 19 -11 -14 21 16 -10 18 -18 -12 -5 22 -1 24 -23 26 -25 28 29 -27
right_child=6 2 3 4 -6 -7 8 -9 15 10 11 -13 13 -15 -16 -17 17 -19 -20 -21 -22 23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-0.00091862405001887104 0.0016386246779851639 -0.07014039821422148 0.089295648566679542 -0.10067069163396802 0.037952151395404449 0.024783745681587883 0.028379608073426661 -0.076966807415197874 0.00033606220599185994 -0.0037573245519920066 0.099198654684756679 -0.088852368950789615 -0.0081277584571941824 0.051811903600881143 0.0090570300792526311 -0.00010077119999245546 0.070821966338451614 -0.10080516628625849 -0.10032819971503833 0.01553682326749181 -0.056948649418985364 -0.0073889674312865462 0.0118489355981699 -0.0021098778919786012 -0.00040932225709429935 -0.0040771427464613005 0.0058067076513609464 -0.007180479104925629 0.00051482845292300016 0.0026608117760653087
leaf_weight=1.4459246909376582 0.054426671820240524 0.034300598876653932 0.097078998180222698 0.024064762481998514 0.046418663183771969 0.08735166576661868 0.076718943583279464 0.045935186489685975 0.63815734029149362 0.52744884375442946 0.0072135703258027198 0.098748191683915465 0.062403647494437386 0.092784105831327679 0.7544296186970304 16.113287407010183 0.0056847664862056391 0.052929582646016105 0.0037568926122730772 0.011505873561851843 0.026460900141586308 1.0853516777094712 0.65678223001668801 1.0354105444371298 1.0125626389635725 3.3087767356525686 1.6114175263519428 0.54926596910348635 15.753145721990448 1.6924238585875904
leaf_count=228 26 17 44 26 36 25 35 25 93 43 7 96 36 32 45 2257 57 91 7 118 43 37 39 23 8 221 24 72 522 300
internal_value=-1.81769e-06 0.000263239 0.0198303 0.030798 -0.0223617 0.058741 -0.000470148 -0.0343387 -0.000268904 5.53042e-05 -0.00695078 -0.0670795 0.00339613 0.0277091 0.000249233 -0.000399623 -0.00727369 -0.0851336 0.00272029 0.0477761 -0.0777729 1.31895e-05 0.00306933 -0.000233512 -0.00402023 9.81811e-05 0.00270982 -0.000226298 -4.22546e-05 -0.001797
internal_weight=47.0122 30.0213 0.315676 0.281375 0.0969443 0.184431 16.9909 0.100362 16.8905 29.7056 0.800104 0.117468 0.682637 0.155188 28.9055 16.8138 0.700529 0.0623712 0.00944166 0.0187194 0.0505257 28.1511 2.10271 26.0484 2.09791 23.9504 2.64683 21.3036 20.7543 5.0012
internal_count=4633 2042 191 174 105 69 2591 51 2540 1851 332 221 111 68 1519 2505 248 155 64 125 69 1474 267 1207 45 1162 47 1115 1043 521
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=31
num_cat=0
split_feature=0 0 0 3 2 1 0 0 4 2 0 0 2 4 1 2 3 0 4 2 1 2 2 0 2 4 4 4 3 4
split_gain=0.000572122 0.00434612 0.00305028 0.00883667 0.00300285 0.00929454 0.0246396 0.00598004 0.0033224 0.00635331 0.00288505 0.00328266 0.00309549 0.00249011 0.0209936 0.0118259 0.00838369 0.0226294 0.00671435 0.00392637 0.00918937 0.00245103 0.00233626 0.00904647 0.00872296 0.00229966 0.00687132 0.00313582 0.00483834 0.0248562
threshold=86.135510041400025 86.09518316945001 86.345209775600011 0.087475000000000011 -0.092084999999999986 61.93938686740001 85.732241321850012 85.431134011250023 35.374259656300005 -0.11534 84.546631286350006 82.605564516150011 -0.13734499999999997 41.873095646600007 61.993156030000002 -0.076544999999999988 0.083905000000000021 85.662341410450011 42.720329370750001 -0.043559999999999995 62.111448187750007 -0.23265499999999997 -0.06828999999999999 86.474255765850003 -0.075639999999999999 41.184662530950007 41.362929270750008 41.11191809080001 0.10214000000000002 35.374259656300005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 7 8 -1 10 11 12 21 -6 16 -16 -15 18 -18 -17 -21 -10 24 -24 25 27 -27 28 -4 -30
right_child=2 -3 22 -5 13 -7 -8 -9 9 -11 -12 -13 -14 14 15 19 17 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.062735817243200667 0.0035502812107024873 0.0054068493545746674 0.0014589110964781094 -0.013260206498551537 -0.00049038748767064378 0.0015393749826694428 0.080458041139904984 -0.10024730053674974 0.0048321444757778035 -0.1001748475475553 0.072789924018243066 -0.10016525236675429 0.088268320680847862 0.0033384052736790599 -0.10061364714655158 0.038775130809289238 0.050259165920355925 -0.10082720415073979 -0.024925585461038367 -0.1005769650916673 0.043320701482363909 -0.070988802134137927 0.012480660562417784 0.00034282317653881023 -0.011827593432660878 -0.011732918899527482 -0.00066886757347944456 0.0083338563012597608 0.0011370955998109048 -0.052234588192893054
leaf_weight=0.0073831219879640772 0.61157616705167928 1.6228506080806262 4.9709191785559259 0.63986283369558805 6.9295575362409378 1.5783526851638987 0.054207396611225533 0.006615999306703201 0.029778043751826751 0.0066677502836716687 0.0054131882498040787 0.0033223704091644981 0.0038692230800734312 0.52690303247841264 0.034984915116410775 0.0095369471928279381 0.022542278881772404 0.029479010890099744 0.025108005956838042 0.01061308168573305 0.0076272904848835301 0.0049759776793365509 0.63657592292293586 17.344764242956284 0.6960531809597218 0.59701086915169455 9.3899014725887451 0.54997366910720291 0.5147020366634637 0.10507295334365652
leaf_count=82 31 41 627 42 212 294 14 12 136 14 6 24 8 110 67 10 15 18 31 19 30 83 20 1186 84 59 1205 15 32 106
internal_value=-2.3072e-06 0.000631839 -0.00019436 -0.00504495 -0.000201675 0.00359672 0.0301625 -0.00991638 -0.000184535 -0.00878306 0.00408419 -0.00478246 0.00342237 -0.00105202 -0.00688866 -0.0619349 -0.00116905 -0.0319614 0.0106426 -0.01322 -0.0404055 -0.00602367 -1.99536e-05 0.000772527 -0.000866969 -0.000393917 -0.00133027 0.00112893 0.000420154 -0.00791122
internal_weight=46.9762 10.9198 36.0564 1.25144 9.29694 1.70059 0.122233 0.0680257 0.0614097 0.0540266 0.0473588 0.0419456 0.0386232 7.59635 0.666795 0.0627622 0.604032 0.0771293 0.0476503 0.0277773 0.0182404 0.034754 34.805 17.9813 16.8236 16.1276 9.98691 6.14067 5.59069 0.619775
internal_count=4633 1226 3407 73 1185 673 379 365 353 271 257 251 227 512 300 126 174 64 46 59 49 219 3334 1206 2128 2044 1264 780 765 138
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=31
num_cat=0
split_feature=2 3 2 2 4 2 2 4 1 4 0 0 3 1 4 0 4 4 0 3 4 2 3 3 3 0 4 1 3 2
split_gain=0.000719047 0.00242789 0.00848563 0.00683865 0.00353476 0.00419359 0.00448819 0.00367341 0.00320711 0.00471531 0.00244319 0.00335323 0.00288252 0.00240273 0.00223868 0.00685277 0.0224861 0.00662409 0.00197203 0.00194401 0.00380495 0.00182521 0.00801281 0.00963728 0.00410243 0.00816608 0.00399068 0.00348958 0.00359065 0.00367149
threshold=-0.14008999999999996 0.10336500000000003 -0.14314999999999997 -0.17605999999999999 39.955516828000007 -0.14314999999999997 -0.14510999999999999 39.788107623550012 63.910026677050006 40.330620469300008 86.264556031700025 86.624809421150005 -0.38221499999999997 77.443724905700023 41.32819714970001 86.420486603250012 43.384297312450009 43.477771593600004 101.11291028615001 0.095830000000000012 38.983591653800012 -0.14831999999999998 0.098950000000000024 0.095235000000000028 0.084995000000000029 94.496614827150012 41.909642283050012 70.311245485600026 -0.20885999999999996 -0.21563499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 8 5 6 7 10 -3 -10 -1 -12 -13 19 -6 16 -16 -18 -15 20 -14 22 23 24 26 -26 -17 -28 -29 -30
right_child=-2 2 -4 -5 14 -7 -8 -9 9 -11 11 12 13 18 15 21 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.081436755909192193 -0.00010282430813187882 0.059315813228194361 0.076584276375176799 -0.060027322630856673 -0.002035962510908955 -0.1007245858667653 0.0993226276501432 0.086593206826895766 -0.057687394932759588 0.030814871588481865 0.10007627830889353 0.060790386856821768 -0.10013852124297956 0.072255967260061213 0.088720469508065419 0.096642896444083332 -0.10126167037217126 0.0014355210180026497 -0.033281858697918193 -0.0034978915286059836 -0.001772163521585752 0.0015622501235308473 0.08610658648919868 -0.10030208964562551 0.091707279073586279 -0.015514070886937417 -0.063643987853819126 0.049684132529332771 -0.10005646051282653 0.010645161549135661
leaf_weight=0.007411808754971611 44.054151907230043 0.013888457109715091 0.019214465282857474 0.014324901843787041 1.0631035677262206 0.0062754669139652918 0.0032660444876455577 0.0029288739301307478 0.0092356003453630819 0.017290717336248429 0.0022392284590750924 0.003434840032241481 0.011936748246945683 0.003282423343049067 0.037886901261990014 0.003437822774185694 0.0075089880869880768 0.038396712406772449 0.0038438040058417222 0.0064072236726246947 0.0058642754756874629 1.528063407213579 0.01387901091135002 0.008006516596860358 0.016040442010307743 0.012748580721025249 0.010707833344486772 0.010223781161029059 0.0047068268350673381 0.0082421913993332031
leaf_count=168 3015 22 3 20 214 9 7 7 30 28 1 7 59 10 40 26 5 206 170 17 13 32 13 26 16 33 57 42 94 243
internal_value=-2.52201e-06 0.00152444 0.0194104 -0.000658514 0.00105536 -0.0236183 -0.0140584 -0.0218792 0.0203846 1.26327e-06 -0.0290313 -0.0185359 -0.0261748 -0.0357079 0.00156341 0.00381449 0.0316984 -0.0153631 0.0153301 -0.050732 -0.0677332 0.00236871 0.0163735 0.00331483 0.0158643 0.0442267 -0.00601572 -0.0164324 0.0053835 -0.0295937
internal_weight=46.9479 2.8938 0.0739541 0.0547397 2.81984 0.0568907 0.0506153 0.0473492 0.0404148 0.0265263 0.0444204 0.0370085 0.0347693 0.0313345 2.76295 1.69985 0.0837926 0.0459057 0.00712623 0.0242082 0.017801 1.61606 0.087993 0.074114 0.0661075 0.028789 0.0373185 0.0338806 0.0231728 0.012949
internal_count=4633 1618 103 100 1515 468 459 452 80 58 445 277 276 269 1047 833 251 211 180 89 72 582 550 537 511 49 462 436 379 337
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=31
num_cat=0
split_feature=2 3 3 2 4 1 4 2 2 4 4 3 3 1 3 3 4 4 0 4 4 2 2 2 3 3 3 0 3 4
split_gain=0.000588171 0.00205328 0.00760956 0.00681552 0.00495621 0.005646 0.00305015 0.00386604 0.00399801 0.00319641 0.00227983 0.00369234 0.00585261 0.00285305 0.00219193 0.00465796 0.0023983 0.00182817 0.00588701 0.0200366 0.00606296 0.00170255 0.00296337 0.00159076 0.00707564 0.00863544 0.00352489 0.00740362 0.00361918 0.0032444
threshold=-0.14008999999999996 0.10336500000000003 0.10385500000000002 -0.16164499999999998 40.636252116050009 63.910026677050006 39.955516828000007 -0.14314999999999997 -0.14510999999999999 39.788107623550012 35.771221912400001 0.084365000000000009 0.050735000000000009 77.209829048350016 0.095830000000000012 -0.10978499999999999 35.374259656300005 41.32819714970001 86.420486603250012 43.384297312450009 43.477771593600004 -0.25105499999999997 -0.24023999999999998 -0.14831999999999998 0.098950000000000024 0.095235000000000028 0.084995000000000029 94.496614827150012 0.080545000000000019 44.202975721700007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -4 7 8 9 10 14 12 21 -13 15 16 -1 -8 19 -19 -21 -12 -23 24 25 26 28 -28 29 -20
right_child=-2 2 3 -5 -6 -7 17 -9 -10 -11 11 13 -14 -15 -16 -17 -18 18 23 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.042655059606441864 -9.2536001697569097e-05 0.087229720036505254 0.10008838300127883 -0.05439070143348726 -0.020953251360274379 0.0081997311277546212 -0.0018299983206961829 -0.10065532525910117 0.099157200620612479 0.084248019286743345 -0.10016395684743001 -0.10014132191714349 0.079357722825284249 0.007188040277796153 0.073749674954754901 -0.10016777292830961 0.091764932757388895 0.086596961340101031 0.042026857828462653 -0.10114018167231933 0.0012919976106527606 0.099907197750279675 -0.069414893248749707 0.0014075378221602959 0.083659429891087628 -0.10027336886774457 0.090102976718209424 -0.013995831234401793 -0.10013949768337155 -0.022158363669250215
leaf_weight=0.0021397040507835649 44.056849315901268 0.013028185610892029 0.012081021810445236 0.015395364460498384 0.016020290081661281 0.014975795617031551 1.0644065015420208 0.0056819857059934994 0.0029599304699559062 0.0027202652272322317 0.0043215579951070265 0.011873067202382792 0.0050794133858994847 0.0031295043449464108 0.0035726580031152375 0.0040200154362164528 0.003495967568596825 0.03508052123273428 0.013651773373440368 0.0068021594510782038 0.038395913061845449 0.0015502283273747235 0.0031016066444724578 1.5265080881875253 0.012907337919546569 0.0072465652065236688 0.014759710642465507 0.012719982853009348 0.0036437162344307153 0.01861172458833682
leaf_count=97 3015 3 15 18 34 33 214 9 7 7 35 49 40 50 16 71 3 40 78 5 206 3 81 32 13 26 16 33 30 354
internal_value=-2.03027e-06 0.00138254 0.0181169 0.00271796 0.0231281 0.0492285 0.000956487 -0.0226594 -0.0134197 -0.0208239 -0.0275836 -0.0432513 -0.00641811 -0.0777526 0.00682961 -0.0179312 0.0407295 0.00141639 0.00346065 0.0298897 -0.0141237 -0.0549717 -0.0129881 0.00214287 0.0155793 0.00313853 0.0149609 0.041917 -0.00566861 0.00500057
internal_weight=46.9367 2.87988 0.0715007 0.0584725 0.0430771 0.0270568 2.80838 0.0536459 0.0479639 0.045004 0.0422837 0.0290554 0.0140528 0.0150026 0.0132283 0.00965569 0.00563567 2.75473 1.69033 0.0802786 0.0451981 0.00897339 0.00465183 1.61005 0.0835408 0.0706335 0.0633869 0.0274797 0.0359072 0.0322635
internal_count=4633 1618 103 100 82 48 1515 468 459 452 445 258 159 99 187 171 100 1047 833 251 211 119 84 582 550 537 511 49 462 432
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=31
num_cat=0
split_feature=3 0 3 3 0 0 3 1 4 0 3 3 1 3 2 2 4 3 0 2 4 2 2 2 2 2 2 4 3 3
split_gain=0.000517044 0.00348804 0.0170723 0.00739804 0.0049969 0.00344419 0.00277352 0.00255732 0.00351786 0.002478 0.00230933 0.0052756 0.00325159 0.00240068 0.0067485 0.0311182 0.00586418 0.00184755 0.00521886 0.00677374 0.00632945 0.0293278 0.025132 0.0616766 0.0530693 0.0240913 0.00784384 0.00539361 0.00326183 0.00619894
threshold=0.10249000000000003 85.398872513700013 0.099855000000000027 0.087125000000000022 85.121961326250016 83.479313408550013 0.092485000000000026 58.309968391300011 50.189067467950004 76.535026057600007 0.10646500000000002 0.10487000000000003 62.057679025150001 0.11636500000000001 -0.08725999999999999 -0.025719999999999996 40.467253020850002 0.092015000000000027 86.103248543850015 -0.072755 41.243661560350013 -0.086139999999999994 -0.083330000000000001 -0.066979999999999998 -0.020814999999999997 -0.14704500000000001 -0.25105499999999997 42.546237522150008 0.08846500000000003 0.088890000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 -7 9 -9 -1 11 12 -2 14 -12 16 -16 28 19 -19 -20 25 -23 -24 -25 26 -22 -26 -3 -30
right_child=10 17 -4 5 -6 6 -8 8 -10 -11 13 -13 -14 -15 15 -17 -18 18 20 -21 21 22 23 24 27 -27 -28 -29 29 -31
leaf_value=-0.006074734118544093 0.0017143898275082522 0.00024823234199739327 0.092778804589720279 -0.1001023051134977 0.046827716305250448 -0.055630834032423838 0.021180340480230445 -0.076297266240152914 0.10004469059889837 0.062016187813606849 -0.00098056998084081973 -0.011609973474539169 -0.0067942587948999593 -0.00080785701226232911 0.070746712845277768 3.0182303536584733e-06 0.033287886179746776 0.014799214284478768 0.001434966787855127 -0.00029108634302272548 -0.038252839846406747 0.0095161097701716487 -0.10118376733791741 0.070705086207473816 -0.034852806347842324 -0.10118020909081844 0.056136297064609035 -0.10031179018908339 -0.012223423730518455 -0.0013045433708969842
leaf_weight=0.029021752185837774 1.4954652025735398 21.380757037019968 0.02395070190914339 0.008136181552824695 0.029996881254191976 0.010879808794076684 0.0082773649173759622 0.0081884159307054338 0.0013126179110258826 0.0065511637002373382 1.5562583479963095 0.57790608631633134 0.64191922680558944 6.3833668207778045 0.06565096338526899 0.65257227837658816 0.1150001740338098 0.61784987019018445 6.8419809878119056 0.57364198154936985 0.019845436948283002 0.56391836469992995 0.077880208295027842 0.068468646064502536 0.028176259034807916 0.056962002816362656 0.015824249115667044 0.022751689904907835 0.58865740781821774 4.4546787758052728
leaf_count=314 25 2380 16 58 20 30 13 282 1 21 62 45 51 268 30 68 22 30 302 22 35 12 39 14 20 41 20 25 51 316
internal_value=-1.53929e-06 0.000187455 0.0167752 -0.00100773 0.0152021 -0.045593 -0.0224425 -0.00584494 -0.0519347 0.006465 -0.000584535 -0.00313301 -0.000841007 0.000204244 0.00290802 0.0101709 0.0469009 0.000128118 0.00137537 0.00753401 0.000421873 -0.00769637 -0.0012311 -0.0319521 0.0132064 -0.0608243 0.00362129 -0.0640961 -0.000291376 -0.00257899
internal_weight=46.9258 35.4377 0.126315 0.102364 0.0750708 0.0272934 0.0191572 0.0450739 0.00950103 0.0355729 11.4881 2.71529 2.13738 8.77285 2.38948 0.833223 0.180651 35.3114 8.8873 1.19149 7.69581 0.853827 0.761195 0.197277 0.119397 0.0926317 0.0356697 0.0509279 26.4241 5.04334
internal_count=4633 4062 755 739 638 101 43 618 283 335 571 121 76 450 182 120 52 3307 560 52 508 206 110 98 59 96 55 45 2747 367
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 2 2 1 3 4 0 3 0 0 4 4 4 1 4 1 0 4 2 0 3 2 4 0 1 0
split_gain=0.000565788 0.0166296 0.0420728 0.0343067 0.00508285 0.00240883 0.00608941 0.00464614 0.00333414 0.0026551 0.00378797 0.00264931 0.00390786 0.00312929 0.00405189 0.00245775 0.00365669 0.00229711 0.0170146 0.00406783 0.0202435 0.015268 0.0172998 0.00909628 0.0229255 0.0159757 0.0130215 0.00471712 0.0277531 0.0171402
threshold=87.261973998100004 87.727077254650013 -0.078504999999999991 -0.091639999999999985 86.904409066750006 -0.59614999999999996 -0.24150999999999997 68.327163385350005 0.10990500000000002 34.823977857500005 98.031937268650012 0.093745000000000023 97.886760529650019 97.32487278035002 41.037275035300006 49.960114208400007 40.00488309970001 64.630533455950015 41.873095646600007 66.235542959850008 91.109157582800023 38.621016321050007 -0.059424999999999999 93.308316333500017 0.085855000000000029 -0.033594999999999993 39.525197829750006 93.972365491700018 69.873026810350026 93.843319501450011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 7 8 -3 9 -7 -11 13 -13 -9 -15 16 -12 18 -8 -19 21 -21 -23 24 25 -22 -26 28 -25 -30
right_child=1 5 -4 -5 -6 6 17 11 -10 10 15 12 -14 14 -16 -17 -18 19 -20 20 23 22 -24 27 26 -27 -28 -29 29 -31
leaf_value=-9.7527669901540737e-05 0.059187813498720446 0.10014828016244798 0.074285568764096116 -0.10063452991894817 -0.0090845056271718263 0.051956424906846314 0.017622479349076663 -0.10024778302178448 0.029746433089516258 -0.079813004644392616 0.04538804959180142 0.065081828391849408 -0.017270127137998189 -0.050763223334469747 0.095190743115375107 0.099666445198977938 -0.10006246160037971 -0.0078859187490760655 -0.00028000406295428988 0.093912580755710781 0.061629627941373555 0.054943020611281236 -0.028586647267833123 0.06374482066894531 -0.019400130631931099 -0.026665296427558161 -0.101009877743356 -0.00029913490138070684 -0.062687371933462258 0.018354083692319449
leaf_weight=23.749935384788689 0.022691052025595404 0.0067361907567976545 0.094193120407002229 0.032910940237343311 0.64646276581520012 0.0023365056442783963 0.61588084302272861 0.0040492382909178568 0.0060276229796443195 0.023008975009108923 0.0033356620155549632 0.013186206075260998 0.010234703899115516 0.0047377742901535402 0.0031778847761900764 0.0018537522912538407 0.0035872949703807944 0.687966166501499 3.8463988088660699 0.036242144822611233 0.036965929062716896 0.056393466751615051 0.044250564318446095 0.072500550615588799 0.036840728842435055 0.045982849869861009 0.041660929766180743 16.637437740666577 0.045758975425155501 0.060738433683710014
leaf_count=1513 33 3 20 15 41 18 64 8 17 100 70 14 35 55 18 3 92 91 85 14 31 29 39 23 21 29 38 2050 36 28
internal_value=-2.1096e-06 0.000359609 0.0335675 -0.0354114 -0.000335667 0.000137014 9.1897e-05 0.0240283 -0.0388175 -0.0509292 -0.0584921 0.00953775 0.0290948 -0.0287446 0.00783264 -0.0025975 -0.0299806 0.000162061 0.00219088 -0.000346466 -4.34011e-05 0.0382584 0.0182172 -0.000352214 -0.0239753 0.0126831 -0.0627105 -0.000125414 0.0160215 -0.0164672
internal_weight=46.8935 22.4971 0.149795 0.055602 24.3964 22.3473 22.3052 0.042122 0.0401498 0.0341222 0.0317857 0.0353858 0.0234209 0.0119649 0.00791566 0.00877671 0.00692296 22.265 4.46228 17.8027 17.1148 0.136886 0.100644 16.9779 0.16145 0.0829488 0.0785017 16.8164 0.178998 0.106497
internal_count=4633 3079 68 48 1554 3011 2878 133 300 283 265 130 49 81 73 165 162 2578 149 2429 2338 82 68 2256 119 60 59 2137 87 64
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 2 2 1 2 0 1 4 1 0 0 1 4 2 1 4 4 0 4 2 0 3 0 4 0 1
split_gain=0.000459547 0.0143489 0.0362807 0.0306609 0.00409886 0.00206616 0.00534288 0.00429964 0.00257541 0.00293198 0.00721215 0.00234263 0.00247621 0.00243892 0.00235525 0.0018442 0.0136992 0.00395147 0.00315026 0.0191014 0.0250937 0.0156911 0.0129952 0.0136887 0.00721114 0.0209156 0.0163951 0.0129903 0.00364912 0.0240374
threshold=87.261973998100004 87.727077254650013 -0.078504999999999991 -0.091639999999999985 86.904409066750006 -0.59614999999999996 -0.54488499999999995 68.327163385350005 -0.58319500000000002 96.631250582750013 75.629015667650023 39.955516828000007 78.290589216800015 97.886760529650019 101.11291028615001 64.630533455950015 41.873095646600007 -0.081984999999999988 66.235542959850008 35.476804824450006 38.474425342400004 91.109157582800023 38.621016321050007 -0.059424999999999999 93.308316333500017 0.085855000000000029 92.168410086200012 39.525197829750006 93.972365491700018 69.873026810350026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 7 8 -3 9 -7 -11 12 -9 -13 -14 16 -8 -18 19 -17 -21 22 -20 -24 25 26 -23 -27 29 -26
right_child=1 5 -4 -5 -6 6 15 11 -10 10 -12 13 14 -15 -16 18 17 -19 21 20 -22 24 23 -25 28 27 -28 -29 -30 -31
leaf_value=-8.7768803616156601e-05 0.055209730252704384 0.10013416084793764 0.070723005548168835 -0.10057402974587942 -0.0081430566452088647 -0.10036839382268947 0.015861298940299817 -0.10008464282339564 -0.10011765013345425 0.10004800073891879 -0.10004440001951571 0.048645211104191004 0.1000326506245417 -0.011037481286049327 -0.086968223826362615 0.0015357138369296785 0.0066400653506103044 -0.0017502107682279573 0.087265424067336103 -0.010020999227921436 -0.098778829336142793 -0.05270054085267542 0.048761229397919187 -0.025924845545032566 0.059793579271948796 -0.017525076230665012 0.043162350715542641 -0.10090598817276858 -0.00028038476647862434 -0.015874138970191503
leaf_weight=23.751335080749204 0.021934663494358908 0.0060959730763175948 0.089305145134861763 0.029796052724123001 0.64894413843646148 0.0033634734070346894 0.61058347654394651 0.0036205312694761451 0.0073110963579575685 0.0041137631051242352 0.0032046572967319165 0.015104787774816941 0.0016805914929136634 0.012524228851810815 0.0011239572920944685 0.55202926542824826 0.68232013328452046 3.1651205754606053 0.034176245942947214 0.096332822926342487 0.047588625019727715 0.026026894387430555 0.055596692255051039 0.043932401308410363 0.069712813956387176 0.036711454024043633 0.056722703857843726 0.038051397279488697 16.647776826295427 0.1055406740882544
leaf_count=1513 33 3 20 15 41 4 69 21 62 3 75 14 2 41 52 23 39 49 15 30 49 32 33 39 24 21 33 39 2171 68
internal_value=-1.53125e-06 0.000324793 0.0321211 -0.0345192 -0.000302005 0.000123935 8.31035e-05 0.0227885 -0.0543873 -0.0230877 0.0124297 0.00894299 -0.045446 0.0215911 0.0250898 0.000127116 0.00194608 -0.000262246 -0.000328184 -0.00692339 -0.0393694 -5.99895e-05 0.0340632 0.0157946 -0.000328676 -0.0216258 0.013011 -0.0599627 -0.000129273 0.0142252
internal_weight=46.8677 22.4674 0.141036 0.0517307 24.4003 22.3264 22.2862 0.0401501 0.017993 0.0106819 0.00731842 0.0340541 0.00642508 0.027629 0.00280455 22.2682 4.45802 3.84744 17.8102 0.695951 0.143921 17.1142 0.133705 0.0995291 16.9805 0.157512 0.0827496 0.0747629 16.823 0.175253
internal_count=4633 3079 68 48 1554 3011 2878 133 144 82 78 130 75 55 54 2734 157 88 2577 102 79 2475 87 72 2388 125 65 60 2263 92
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=31
num_cat=0
split_feature=3 2 0 3 2 0 1 3 1 1 3 1 1 4 4 4 2 2 2 3 0 4 4 3 0 0 4 4 4 2
split_gain=0.00047887 0.0042832 0.0151765 0.0189154 0.0178196 0.0119015 0.00891728 0.0198597 0.00831951 0.006888 0.00269741 0.00543176 0.00190348 0.00187103 0.00553688 0.00180023 0.0093514 0.0968053 0.019175 0.00678977 0.0086109 0.0186723 0.0258675 0.00665783 0.00543066 0.00462593 0.00407083 0.00334148 0.0023684 0.00196937
threshold=0.091510000000000022 0.075080000000000022 86.393602021950016 0.079745000000000024 0.12419000000000002 93.047535894850014 76.871083323950003 0.08759500000000002 78.381996793250025 82.49264927465002 0.08846500000000003 62.057679025150001 62.041548276350007 40.890797847750008 42.477827694800006 42.055256506450007 -0.083834999999999993 -0.08725999999999999 -0.160525 0.12376500000000003 90.321439350550008 42.876019054300009 42.206017975500011 0.093955000000000025 85.823648898300021 97.491557184450016 41.808689985400001 41.675153845500006 42.654057868200006 -0.076544999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 12 4 -4 -6 -5 -8 -7 -10 -1 -12 -3 -13 -15 26 17 18 23 20 21 22 -18 -17 -20 -25 27 29 -24 -2
right_child=15 2 3 6 5 8 7 -9 9 -11 11 13 -14 14 -16 16 19 -19 24 -21 -22 -23 28 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00026301321202008057 -0.00066693235576323806 0.023524990994313932 -0.10055476133777513 -0.10038195314741194 0.059254304482423303 -0.066775609180973666 -0.10021233627068511 0.074334955452299817 0.059146343308833754 -0.066004884145519166 -0.011019210732162679 0.00079132943020609374 0.074255041448551939 -0.010943062177106775 0.0028624292559105658 0.09826587631287699 -0.00103656559596881 0.094718107921543129 -0.034722513993775232 0.00058711839795910271 0.00052695660182888163 -0.0079321910169254922 -0.10190337233990523 -0.076324671913536646 -0.1010793358404168 0.031350990139282303 0.0083848764592087729 -0.0073485493500858815 -0.066112607003300836 0.0015565437270389823
leaf_weight=21.259909788950104 6.4910702179785345 0.014008943861176792 0.01459492992663558 0.037976213059693009 0.038824610644212498 0.018864886291908078 0.015098500368406986 0.011470807079865253 0.015642641676691937 0.00611751659499049 0.63950364535244686 2.1539234810987771 0.015669446425491174 0.59360772049780031 0.56895666558015989 0.0077246722567130268 0.062305569306774666 0.087956545685301646 0.016867928874262361 2.0288272766475188 0.54515148150202108 0.54136144687663545 0.046460658542230249 0.0069393168830629284 0.045878321550761214 0.0093874492060381787 0.67167422311899727 0.53249389576057993 0.030709939208463766 10.31149310005633
leaf_count=2674 436 32 36 68 22 34 80 13 33 69 78 137 12 48 56 12 9 12 27 32 55 32 27 26 47 24 49 23 25 405
internal_value=-1.62516e-06 -0.000295336 -0.0153226 -0.0276049 0.00100634 0.0196631 -0.0692922 -0.0248548 -0.0181734 0.0239621 -0.000183139 -0.00258081 0.0503092 -0.000953667 -0.00418668 0.000346452 -0.00175339 0.0207821 -0.054141 -0.00296335 -0.00883883 -0.0163381 -0.0489646 0.0217757 -0.0832408 -0.0144141 0.000746389 0.000450424 -0.0876605 0.000697583
internal_weight=46.8405 25.4042 0.188268 0.15859 0.0940446 0.0794497 0.0645455 0.0265693 0.040625 0.0217602 25.2159 3.95599 0.0296784 3.31649 1.16256 21.4363 3.42957 0.174754 0.0867977 3.25482 1.22599 0.680838 0.139476 0.0240514 0.0627463 0.0163268 18.0067 17.3351 0.0771706 16.8026
internal_count=4633 3392 399 355 194 158 161 93 136 102 2993 319 44 241 104 1241 328 148 136 180 148 93 61 62 74 50 913 864 52 841
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=31
num_cat=0
split_feature=3 0 3 3 0 1 1 1 4 0 3 3 3 0 4 2 2 1 4 3 2 0 2 3 3 3 3 3 3 4
split_gain=0.000428506 0.00242176 0.015189 0.0101844 0.00526406 0.00361076 0.00560351 0.00221683 0.00308171 0.00208264 0.00202154 0.00422315 0.00342085 0.00214162 0.00360425 0.0101151 0.0147409 0.00437557 0.00319778 0.00702372 0.00161812 0.00160106 0.00218374 0.00414439 0.00152083 0.00331691 0.00188 0.00357516 0.00151685 0.0031372
threshold=0.10249000000000003 85.431134011250023 0.099855000000000027 0.087125000000000022 85.121961326250016 61.86411003975001 60.87206898960001 58.309968391300011 50.189067467950004 76.535026057600007 0.10646500000000002 0.10487000000000003 0.10336500000000003 99.403050915200012 41.444941515100005 -0.070854999999999987 0.05642500000000001 62.079186690200011 41.11191809080001 0.25799500000000009 -0.086139999999999994 73.921844754800006 -0.23381499999999997 -0.23921499999999998 -0.55393499999999996 -0.25587999999999994 -0.15544999999999998 -1.0000000180025095e-35 0.091510000000000022 42.055256506450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -5 9 -9 21 11 12 -2 14 15 18 -17 -16 19 -12 -6 22 23 -1 -24 -26 -27 -28 -3 -30
right_child=10 28 -4 5 20 -7 -8 8 -10 -11 13 -13 -14 -15 17 16 -18 -19 -20 -21 -22 -23 24 -25 25 26 27 -29 29 -31
leaf_value=-0.10012284919242964 -0.0035635109251022702 -0.0002907394920037139 0.091011413159003393 -0.10009428150118541 0.068061920011776397 -0.09312993240474135 0.017857435681447913 -0.072948715936424435 0.10004043350987574 0.057809880268713421 -0.012585954086114022 -0.010487874089048587 0.0050820579839166748 -0.0057528183743111132 -0.0094950585826650957 0.019049385658714373 0.00070581579919899978 -0.00017983907371458356 0.0029759893711800451 0.00091703406186102526 0.025115850419286375 -0.064889379308036163 0.09294942537174028 0.076634757969469017 -0.10012162330705027 0.055802570988028488 -0.10005623612061854 0.069927573650464842 0.0016711021250306836 -0.0051449513889811962
leaf_weight=0.0044212682380294424 1.4639132665983048 25.302293203963064 0.021301859675077139 0.0061154262692681973 0.017393945409821754 0.012094356403009598 0.011797602172009647 0.0077478567092732278 0.0011876614298671484 0.0063209372017354317 0.61348980485057802 0.57967175470721244 0.66581977800119307 0.56446363248914089 0.60211915895695289 0.74821749492639611 1.0569025033328214 3.1023867281519983 1.0390024310909209 1.0352933995214568 0.0177019372858922 0.0039293250466498888 0.0025333597420087442 0.0018950523260293046 0.0023537481103667142 0.0088935705213004645 0.0026594302978278916 0.0023138420147077393 9.171508886316289 0.72893651264957604
leaf_count=40 31 2681 16 54 25 42 9 282 1 21 69 45 45 122 53 48 35 84 9 30 15 71 16 32 59 32 58 6 439 163
internal_value=-2.09423e-06 0.00017031 0.0137593 -0.00128845 0.0174777 -0.0509138 -0.0224107 -0.00545864 -0.0499559 0.00579845 -0.000533126 -0.00292037 -0.000860641 0.000205073 0.000615326 0.00251934 0.00830918 -0.00169391 -0.00136912 -0.00410724 0.0464004 -0.0055383 0.00376394 -0.0470912 0.0208919 0.00963786 0.0282684 -0.0209703 0.000119872 0.00116926
internal_weight=46.8047 35.3334 0.130661 0.109359 0.0793519 0.0300074 0.017913 0.0442561 0.00893552 0.0353205 11.4713 2.7094 2.12973 8.76188 8.19741 4.49291 1.80512 3.70451 2.68779 1.64878 0.0350959 0.0289996 0.0250703 0.00631632 0.018754 0.0162206 0.0138668 0.00497327 35.2027 9.90045
internal_count=4633 4062 779 763 658 105 63 618 283 335 571 121 76 450 328 191 83 137 108 99 40 314 243 72 171 155 96 64 3283 602
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=31
num_cat=0
split_feature=3 3 3 2 4 4 3 0 4 3 4 2 0 0 2 4 2 1 4 4 1 2 4 0 4 1 4 4 0 3
split_gain=0.000552228 0.00239018 0.00197289 0.00169362 0.00197684 0.00150521 0.000823582 0.000698682 0.0037375 0.0085977 0.0503699 0.0176349 0.00981583 0.00502534 0.00479546 0.0166932 0.00658454 0.00644777 0.00503899 0.0042435 0.017783 0.0126218 0.00590293 0.020579 0.00723984 0.00799635 0.00732924 0.0123875 0.00229601 0.00191294
threshold=0.11636500000000001 0.11148000000000002 0.12376500000000003 -0.031989999999999998 41.444941515100005 41.289992964000007 0.25799500000000009 86.135510041400025 41.16018805045001 0.091290000000000024 39.032633164100012 -0.057599999999999998 85.121961326250016 86.09518316945001 -0.094409999999999994 41.965446242000006 -0.11692 62.095317438950012 43.61821939175001 41.873095646600007 61.993156030000002 -0.076544999999999988 43.847983878700006 85.662341410450011 42.759119507950011 61.885617704800005 42.546237522150008 42.123054668150012 85.823648898300021 0.092185000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 4 5 6 -4 8 9 10 12 -12 -1 14 15 -10 18 -18 -17 28 22 -22 23 24 26 -26 27 -21 -16 -23
right_child=2 -3 3 -5 -6 -7 -8 -9 13 -11 11 -13 -14 -15 19 16 17 -19 -20 20 21 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.06627037520623609 -0.0063397942425138095 0.0061995588297188769 -0.0058848083473215813 0.0015792733218136915 -0.0072039028321258629 0.002302522923804205 -0.0010216517601899762 -0.00017665845222898343 0.078219500301150408 -0.00048798321693767772 -0.09802013313407032 -0.019864917491004636 0.093027121835271787 0.011555915358690931 0.0050844310239059566 0.075988100656343274 0.0061231873040357397 -0.10022921163948886 -0.0024202979577949788 0.085657000105853781 -0.10054333147983829 0.027498941366394272 0.0025991187011946875 -0.10080924230940003 0.021886652548115698 -0.10047927952193553 0.09116897531942468 -0.10039104195677351 -0.00029258609240685236 -0.028539285714143506
leaf_weight=0.0043666765160276224 0.5968937684444765 0.63958352227725512 0.52009803195657989 2.6194934868089419 0.56773302073031562 1.020262762904167 1.0538255948426312 31.545180803753503 0.035639305084261455 3.5727799931405855 0.055733602054502285 0.059899098857385979 0.033885789127452881 0.57177277840673912 1.6215351969694598 0.010657206503813688 0.010815066532359197 0.012054158396495041 0.035495222536491608 0.0070285291246410739 0.032522332351618388 0.0099882161780335821 0.51600273564357979 0.02534949404184772 0.011590374034675006 0.0099034774736566078 0.014865299674376331 0.0072913134844400651 1.5563156466814687 0.01561482921363222
leaf_count=188 67 75 33 82 32 6 48 3145 32 90 125 34 11 28 44 43 28 18 198 14 77 31 43 16 41 16 9 26 13 20
internal_value=-1.5262e-06 0.000134945 -0.000866268 -0.000301161 -0.00185901 -0.000689288 -0.00262867 3.74286e-05 0.000857903 -0.00148483 -0.0246287 -0.0575348 0.0748427 0.00279612 0.00152252 0.0226411 -0.00605671 -0.0499342 0.0156852 0.000945123 -0.00641582 -0.0591975 -0.00123375 -0.0272473 0.00954823 -0.0344945 0.0419842 -0.00907411 0.0024511 -0.00667775
internal_weight=46.7942 40.4159 6.37831 5.78141 3.16192 2.59419 1.57392 39.7763 8.23111 3.72667 0.153885 0.115633 0.0382525 4.50444 3.93267 0.104661 0.0690217 0.0228692 0.0461524 3.82801 0.650157 0.0581254 0.592031 0.0760285 0.050679 0.0214939 0.0291851 0.0143198 3.17785 0.025603
internal_count=4633 4365 268 201 119 87 81 4290 1145 448 358 159 199 697 669 319 287 46 241 350 293 128 165 122 106 57 49 40 57 51
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=31
num_cat=0
split_feature=0 0 2 3 0 4 2 0 4 4 3 2 1 1 0 0 3 4 1 4 4 1 3 0 0 4 1 2 2 0
split_gain=0.000485368 0.00371087 0.0036175 0.0176364 0.0140962 0.0072724 0.00538297 0.0043137 0.00237832 0.00372169 0.0017474 0.00169519 0.00247091 0.00162018 0.00225116 0.00140809 0.00118351 0.00447213 0.000958541 0.00519724 0.00961136 0.0228707 0.00622354 0.00148952 0.00509834 0.00430114 0.00274727 0.00892142 0.0018721 0.00153719
threshold=85.769879735700016 85.732241321850012 -0.088039999999999993 0.082535000000000011 85.216057360850016 42.783136484500005 -0.23265499999999997 85.121961326250016 35.374259656300005 39.788107623550012 -0.10978499999999999 -0.23381499999999997 55.887667615750004 61.950140699950005 85.662341410450011 85.307464937250003 0.10176000000000003 42.206017975500011 61.987779113750001 42.206017975500011 40.621691032550004 61.885617704800005 0.093955000000000025 86.474255765850003 86.624809421150005 40.21994457600001 62.068432857650002 -0.08158 -0.102645 86.09518316945001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 7 11 10 -5 -10 -1 12 -7 15 -15 -4 17 -11 19 20 22 -22 -2 25 -25 -20 29 28 -28 -27
right_child=18 -3 13 4 -6 6 -8 -9 9 16 -12 -13 -14 14 -16 -17 -18 -19 23 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.029638085526347252 -0.0031912746620855257 0.008394858755216672 0.00028502381925462331 0.052397309250079932 -0.10046581304079896 -0.10012246918065681 -0.10009531141688222 0.08982990011144365 -0.10018979559054469 -0.083195639692611095 -0.079870537145690923 0.028591087236020725 0.0053037115948302337 -0.0012070946355744851 0.0076905645432394816 -0.0057180890488748148 0.04178096027044445 0.066434653711895816 -0.0066680155127465772 0.0048134539637838605 0.00082344249934822279 -0.022690464276148067 0.00667917501870317 -0.0069519240017835134 -1.2794831680971214e-06 -0.0012212961355259713 0.0040852958640481872 0.014095704291079003 -0.0018611092411248125 0.0021773489207055781
leaf_weight=0.0047342461486072481 1.5384393336014448 0.58674653162597667 1.455421520754973 0.0064068929998839499 0.032473714210709659 0.0029328321353935339 0.0054099540628609116 0.017190446569195217 0.0042624798219419438 0.0045676527716977944 0.0021050143723017056 0.017250499921487972 0.0091865973241031518 0.54880861968981853 0.59009402106221387 0.53412474262427156 0.005669864465289721 0.003549772962486486 0.64073805772204195 1.0966526099763525 1.0199068677611647 0.69587541073633463 1.0923812675173392 1.0972512067673985 27.606608871710502 2.6216307158242653 1.0605347029712677 0.70621190415295254 1.0572421075994487 2.7028632393976295
leaf_count=176 39 18 207 27 66 54 24 24 17 29 55 48 39 106 21 29 10 68 33 30 9 50 18 26 3199 45 24 54 29 59
internal_value=-1.99987e-06 0.00107651 -0.000247091 -0.0176081 -0.0572829 0.020799 -0.00843073 0.0631053 5.55471e-05 -0.0185235 -0.00406691 0.00845393 -0.0202088 0.000395196 0.00340301 -0.00132661 0.00672442 -0.0177619 -9.82285e-05 -0.00133828 -0.00289037 -0.00871317 0.000907178 8.18022e-05 -0.000266979 0.00122085 0.00184118 0.00436245 0.00111672 0.000503952
internal_weight=46.7673 3.83094 3.24419 0.11574 0.0569304 0.0588096 0.0347799 0.0240297 0.0244567 0.0180498 0.00683926 0.0293699 0.0121194 3.12845 1.1389 1.98955 0.0137873 0.00811743 42.9363 5.44326 4.3466 1.71578 2.63082 37.4931 28.7039 8.78922 8.14848 2.82399 2.11778 5.32449
internal_count=4633 1018 1000 637 217 420 165 255 151 124 231 141 93 363 127 236 107 97 3615 146 116 59 57 3469 3225 244 211 107 53 104
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=31
num_cat=0
split_feature=0 0 3 0 2 1 0 0 4 2 0 1 1 2 0 2 0 2 1 1 3 2 2 4 2 2 2 0 1 4
split_gain=0.00053033 0.00265149 0.00693055 0.00262905 0.00268621 0.00824358 0.0219061 0.00490825 0.00272201 0.00497974 0.00209628 0.00208643 0.00213876 0.0018439 0.00996418 0.00678279 0.0788404 0.0240881 0.00215521 0.00342066 0.00413708 0.0270206 0.0100706 0.0107187 0.00451817 0.00197515 0.017914 0.0638606 0.0258838 0.00831611
threshold=86.135510041400025 86.345209775600011 0.087475000000000011 86.09518316945001 -0.092084999999999986 61.93938686740001 85.732241321850012 85.431134011250023 35.374259656300005 -0.11534 85.931187223550012 61.923256118600001 61.971648364950006 -0.06828999999999999 86.474255765850003 -0.077679999999999985 96.082805124100005 -0.074029999999999999 62.084563606450011 62.111448187750007 -0.10696499999999999 -0.036264999999999999 0.26056000000000007 40.21994457600001 -0.022394999999999998 -0.083834999999999993 -0.088039999999999993 93.72771580185001 75.499969677400017 41.835830569250014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 8 -1 -10 -6 -3 -13 15 -15 25 17 -17 -16 -20 21 -21 24 -24 -23 26 -14 -28 -29 -30
right_child=1 11 -4 -5 10 -7 -8 -9 9 -11 -12 12 13 14 18 16 -18 -19 19 20 -22 22 23 -25 -26 -27 27 28 29 -31
leaf_value=0.060067535625513861 0.0029211078072870975 0.0042636916494277737 -0.012013331511009157 0.0043425918557035113 -0.00033338759806963232 0.0017448675331681743 0.079833221309807856 -0.10020183354916685 0.001996925361349937 -0.10014087641786069 -0.0062877909111829769 -0.0037862879832952427 -0.00013701297426433882 0.013121914935121139 0.0062850228980391061 -0.10176734511889657 0.0028811617290984502 -0.031729112255425136 -0.0078445672458591544 0.095726378284474153 0.00017197435336545984 -0.0019419868651491649 0.07314830853780506 -0.040881799781186057 -0.072923379416969039 -0.0028190962125281983 0.073588205681445265 -0.1012315775386171 -0.04588817421499157 0.054118058314194251
leaf_weight=0.0063405027682951884 0.60703945757995714 1.0988593058439438 0.63660312819774845 1.6081222639186314 6.9121329607037749 1.5741497125678892 0.048860092200182947 0.0055559035083092559 0.041542357022919252 0.0053931695656538178 0.64655838043677238 1.5549445317883499 11.358355595940822 0.62488778465194528 0.57163080380996945 0.096205796641925079 1.0725838493493283 0.10030296297918273 0.53239092184230585 0.032620070904386012 15.034142616979247 0.013801401286400505 0.020020910724639407 0.014012932491823449 0.025603742469228474 2.3097524816937112 0.12526531476760228 0.037958684608135229 0.013153319627031035 0.022605494835033824
leaf_count=82 31 33 42 41 472 294 14 12 257 14 40 20 1652 19 27 42 50 29 5 15 953 15 45 21 83 228 14 33 25 25
internal_value=-1.75935e-06 -0.000186899 -0.00472362 0.000610946 -3.84691e-05 0.00357606 0.0303429 -0.010759 -0.00143144 -0.00973931 -0.000842718 -2.4112e-05 -0.000164507 1.14535e-05 0.000730439 -0.000789848 -0.00778733 -0.0660181 0.00025376 3.378e-05 0.000310815 0.0199918 -0.013648 0.0261981 -0.0480626 -0.00014945 0.000384083 0.0301293 -0.0437187 0.0173323
internal_weight=46.7514 35.9027 1.24364 10.8487 9.24053 1.68184 0.107692 0.0588319 0.053276 0.0469355 7.55869 34.6591 33.5602 32.0053 16.8691 15.1362 1.26909 0.196509 16.2442 15.6726 15.1402 0.106059 0.073439 0.0340338 0.0394051 13.8671 11.5573 0.198983 0.0737175 0.0357588
internal_count=4633 3407 73 1226 1185 673 379 365 353 271 512 3334 3301 3281 1183 2098 121 71 1164 1137 1132 179 164 66 98 1977 1749 97 83 50
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=31
num_cat=0
split_feature=0 2 4 4 4 2 4 4 3 2 4 2 4 2 1 3 3 0 3 0 4 1 3 3 3 1 4 4 1 1
split_gain=0.000500032 0.00177289 0.022942 0.0120379 0.00698494 0.00290506 0.00262077 0.00234622 0.00161078 0.00313603 0.00133566 0.0133962 0.0260456 0.00786873 0.00235046 0.00193326 0.00307973 0.00382271 0.00121695 0.00137499 0.00109076 0.00108669 0.0045095 0.00154627 0.00102196 0.00101285 0.00497595 0.00772329 0.0164885 0.0012713
threshold=85.799452775150016 -0.057599999999999998 40.806664626150003 42.686561923500008 42.720329370750001 -0.07490999999999999 43.847983878700006 43.895345911700005 0.087795000000000026 -0.016014999999999998 41.257948413050009 -0.092084999999999986 41.965446242000006 -0.124155 61.076391807500009 -0.53179999999999994 -0.25098999999999999 71.340924949550015 0.08759500000000002 85.705356740550016 42.580420142950011 55.887667615750004 -0.24212500000000001 -0.086715 0.10176000000000003 61.987779113750001 39.656620114300004 42.206017975500011 61.928633034850002 62.009286778800011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 8 -5 10 -6 -8 9 -4 24 12 -12 14 15 -14 -17 21 -13 -20 -16 22 -18 -24 -1 26 -2 28 -28 -27
right_child=25 2 3 4 6 -7 7 -9 -10 -11 11 18 13 -15 20 16 17 -19 19 -21 -22 -23 23 -25 -26 29 27 -29 -30 -31
leaf_value=-0.0049312621803622846 0.0070913687515339972 0.0018565956913469033 0.036513764946473258 0.10009749669223329 -0.10025563553152639 0.0082040658760666324 0.10005599860153597 -0.051861904542826 -0.10087536734703456 -0.10023514145919513 0.089592224453454508 -0.0032660281380694229 0.043048671694425646 -0.10011033605973321 0.099573454794412625 -0.10008890774103776 0.10009683651797385 -0.085620385205490826 -0.0011514575827960389 0.0060634533611829194 0.025585395687376323 0.054978049361765625 -0.10014014411239008 0.0081041613513082086 0.00025366107218977881 0.0021670601347467864 -0.0014565153887873339 0.0042617433040242651 -0.019908556077960438 -0.00010516159493844144
leaf_weight=0.52455385618389572 0.57941111584660276 0.59487559506379317 0.002690096619232917 0.0057209026999771638 0.0041101196408918732 0.59194855085064579 0.0017595863878625551 0.0024075877192474282 0.034746738653517184 0.004452961213842685 0.049328453949781845 0.55576950384807045 0.0056428135538545655 0.0087796766345623195 0.0029050023335913111 0.0041604526512172514 0.0028412418905655826 0.0044349398772753892 0.51988739597618383 0.53695344285370084 0.0063436247221488884 0.005613945773802754 0.0031886403038424663 0.0022515655705970701 1.3808298606634251 2.6498352031903769 2.1141205037127415 1.0917868746183428 0.62816988581471367 34.796441182267415
leaf_count=291 17 66 9 2 61 22 2 47 34 68 27 55 20 49 7 34 1 27 32 10 78 7 33 24 31 48 50 29 42 3410
internal_value=-1.81048e-06 0.000958732 -0.00389847 -0.0651558 0.0151291 0.00171035 -0.0435973 0.0122853 -0.0919844 -0.0487351 0.000646575 0.00267715 0.0390703 -0.0149173 0.00509129 -0.00928575 -0.0224162 -0.00478671 0.000522138 0.00251425 0.0488251 0.0210127 -0.00201227 -0.0553405 -0.00117375 -0.000113244 -0.00154605 -0.00285135 -0.00568328 5.56291e-05
internal_weight=46.716 4.8562 0.650764 0.055888 0.0139982 4.20543 0.00827729 0.00416717 0.0418898 0.00714306 3.61348 1.7081 0.0954904 0.0461619 0.0373822 0.0281336 0.0224908 0.0183303 1.61261 1.05684 0.00924863 0.0138954 0.00828145 0.00544021 1.90538 41.8598 4.41349 3.83408 2.74229 37.4463
internal_count=4633 1037 289 223 112 748 110 49 111 77 726 404 307 280 231 146 126 92 97 42 85 65 58 57 322 3596 138 121 92 3458
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=31
num_cat=0
split_feature=0 4 2 3 3 3 3 1 1 0 3 1 4 4 0 3 4 1 1 0 2 4 2 3 3 0 2 3 4 2
split_gain=0.000411087 0.00742992 0.00248286 0.00577299 0.00579642 0.00300163 0.00388779 0.00141167 0.00162575 0.00140595 0.00139719 0.000916069 0.000664742 0.0019035 0.00276705 0.00494198 0.0544472 0.037567 0.0282032 0.00897752 0.00359795 0.00158026 0.0112001 0.00148986 0.00411476 0.00658547 0.0717698 0.00555134 0.0231873 0.014309
threshold=102.75018128760001 40.00488309970001 -0.078504999999999991 0.086375000000000021 0.085715000000000027 0.079745000000000024 0.078385000000000024 89.89935142405001 89.052487112950018 102.21786657775002 -0.11595499999999999 88.264768880750012 42.243697547450004 42.876019054300009 89.057864029250013 0.11458500000000002 42.684965421050009 62.068432857650002 62.036171360100006 85.495657006400009 -0.084259999999999988 42.027798546600003 -0.080869999999999997 0.077440000000000023 0.083395000000000011 95.746747857800017 -0.082404999999999992 0.086375000000000021 43.084051236300006 -0.095854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 11 3 4 5 6 7 8 10 12 -3 -2 21 14 15 16 17 18 19 -14 -16 -1 -23 -15 25 26 -25 28 -26 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 13 23 20 -17 -18 -19 -20 -21 -22 22 -24 24 27 -27 -28 -29 29 -31
leaf_value=2.8055308325196566e-05 -0.10005466148345317 -0.014113682278550336 0.00052696970510495431 -0.10010985110004898 0.094073096631002384 -0.10007774736456383 0.07329258872230543 -0.10008223402531964 0.057847319597701168 0.0050445200833207828 -0.10001923868783319 0.00034783840837795027 0.015792700856873183 -0.0022400932501595466 0.0067898853292554483 0.00046772938905964101 -0.00078336825219450399 -0.097904612525556545 0.069047454471861558 -0.10027321059697961 -0.0022844842227503072 -0.0030505736238149116 0.013640101552287041 -8.3426833634166821e-05 0.047993883178750398 0.00026495624875351486 0.096832865531415943 5.893784000928775e-05 0.0034151675719327861 -0.072618392349174096
leaf_weight=33.270939753288047 0.0086629071610983543 0.0072895541441083947 0.54264260990992963 0.0082311357317796929 0.0048889675416177161 0.0043985014631355837 0.0044608697675281297 0.0026039413115945828 0.0022466486377652481 0.55286018153838412 0.0025575285064824713 0.0010152375755187468 0.0094897023952548176 1.5652772652799471 0.60802448010485965 1.0187336251952954 1.1015240492922813 0.10637808570206175 0.030287028666180049 0.022382131595577448 1.5528647497359029 1.0851586693243005 0.63866850874197112 0.55769899599924677 0.036947470615359967 1.008793671703202 0.088540526370451289 2.7516276245604452 0.0396446232481793 0.06588568063827438
leaf_count=1846 228 22 248 114 13 69 48 90 20 48 111 231 28 425 54 25 99 41 11 37 52 39 48 146 32 91 34 246 76 61
internal_value=-1.5613e-06 -0.00262671 -0.00117502 -0.0263562 -0.00501488 -0.0255793 -0.00847567 -0.033293 -0.0189124 3.19704e-05 -0.0364255 -0.0895224 -2.88572e-05 -0.000724082 -0.0022976 -0.00472062 -0.00888227 -0.0618151 -5.17695e-05 -0.0657151 0.000268834 0.000181015 0.00313323 0.000421027 0.00133667 0.00531373 0.013195 -0.000937662 -0.0201847 -0.0440548
internal_weight=46.7007 0.588998 0.57932 0.0366771 0.028446 0.023557 0.0191585 0.0146977 0.0120937 46.1117 0.00984708 0.00967814 45.5589 10.5641 4.44968 2.28879 1.27006 0.168537 0.0621589 0.0318718 2.16089 34.9948 1.72383 6.11442 4.54914 1.65503 0.64624 2.89411 0.142478 0.10553
internal_count=4633 1194 735 487 373 360 291 243 153 3439 133 459 3391 1458 347 241 216 117 76 65 106 1933 87 1111 686 271 180 415 169 137
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 2 1 3 0 0 4 1 4 4 3 2 1 4 4 1 4 0 4 3 2 2 0 3 2 3
split_gain=0.000442606 0.0119649 0.0288995 0.02801 0.00340994 0.00163856 0.00399316 0.00231096 0.0032541 0.00291007 0.0033974 0.0016589 0.0109283 0.00265935 0.00260522 0.00923884 0.00259028 0.0166339 0.0232907 0.0114269 0.0118652 0.00584329 0.0153676 0.0164952 0.0177374 0.00793188 0.00247793 0.0195159 0.0269708 0.00988128
threshold=87.261973998100004 87.727077254650013 -0.078504999999999991 -0.091639999999999985 86.904409066750006 -0.59614999999999996 68.327163385350005 0.093745000000000023 97.886760529650019 97.32487278035002 41.037275035300006 64.630533455950015 41.873095646600007 43.157831852650006 0.13026500000000005 -0.083834999999999993 66.235542959850008 35.476804824450006 38.474425342400004 66.859265246100009 39.852039223600009 93.308316333500017 40.679780036550007 0.08759500000000002 -1.0000000180025095e-35 -0.11334499999999999 93.972365491700018 0.090850000000000028 -0.060989999999999996 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 -3 9 -9 -8 -11 12 -7 14 15 -14 17 -13 -19 20 -18 22 23 24 -21 -24 27 29 -29 -23
right_child=1 5 -4 -5 -6 11 7 8 -10 10 -12 16 13 -15 -16 -17 19 18 -20 21 -22 26 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00010168551162007591 0.054674159087719748 0.10012399049388961 0.066243957024523334 -0.10051023765236572 -0.0074642069314991141 0.01436132737756609 -0.10023667515712831 0.061974843168098086 -0.015315431221146095 -0.047734330671833296 0.093951910251470372 0.0014882161421985389 0.0038667916378300978 0.003012570104469476 0.0014115189187902985 -0.013491485440845274 0.072481504198242855 -0.0098820291907245755 -0.098296418788602985 0.071817319460188114 0.0060751414898138276 0.015406285343161527 0.0077418081379837678 -0.042198869988505798 -0.022064660421954877 -0.10059666604157901 -0.00022326763226293884 -0.067489133554843969 0.034516710233381175 0.09543215069461769
leaf_weight=23.648307541384732 0.020855282489885774 0.0054451808100653967 0.082622823909335952 0.026296604541130364 0.64625318177360114 0.60210390572319283 0.0038247059917466686 0.011828175456230383 0.010097617706435358 0.0043035669373523433 0.0027891866923903663 0.55064076064082002 0.57244682448799733 1.5791790060320634 1.0142770539969204 0.66030501584464274 0.043584566534266567 0.096609211734175915 0.043080859138825645 0.0417516313973465 0.070313003809133079 0.029989789883660189 0.0088363840646934477 0.061501948782961335 0.03885086998491516 0.028730026888595717 16.628115704369392 0.049807815073563688 0.054047501034801826 0.03178018144149064
leaf_count=1513 33 3 20 15 41 69 8 14 35 55 18 23 12 35 5 37 16 31 51 20 32 31 32 34 28 61 2300 19 32 10
internal_value=-1.99563e-06 0.000318911 0.0305948 -0.0318722 -0.000297534 0.000142279 0.0208115 0.00766202 0.0263799 -0.0299295 0.00798301 0.000106641 0.00183842 -0.000132221 -0.00234233 -0.00543091 -0.000324737 -0.00633018 -0.0371493 -8.21156e-05 0.0314865 -0.000293952 -0.0182322 -0.00319521 0.0265657 -0.0751133 -0.000102037 0.012069 -0.0144041 0.056579
internal_weight=46.6686 22.374 0.129775 0.0471519 24.2946 22.2442 0.0382884 0.0328433 0.0219258 0.0109175 0.00709275 22.206 4.42831 3.82621 2.24703 1.23275 17.7776 0.690331 0.13969 17.0873 0.113898 16.9734 0.179671 0.142104 0.0806025 0.0375664 16.7937 0.165625 0.103855 0.06177
internal_count=4633 3079 68 48 1554 3011 133 130 49 81 73 2878 158 89 54 49 2720 105 82 2615 48 2567 175 82 48 93 2392 92 51 41
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=31
num_cat=0
split_feature=3 3 3 1 3 0 0 0 3 3 3 1 4 4 3 0 3 2 4 1 2 4 4 1 3 0 3 1 0 3
split_gain=0.000473809 0.00285699 0.00278333 0.00314469 0.0121744 0.0642378 0.0324917 0.0226326 0.00279012 0.00218373 0.0147266 0.0434512 0.0213243 0.00753508 0.0063066 0.00506622 0.00370088 0.00224078 0.00156159 0.00162754 0.00151274 0.00150429 0.00453252 0.0349549 0.0151093 0.0220274 0.0103117 0.00496058 0.00403655 0.0192703
threshold=0.091885000000000022 0.092185000000000031 0.088145000000000015 71.830224329350003 0.090235000000000024 86.208098410950015 87.261973998100004 93.972365491700018 0.090665000000000009 0.08673500000000002 0.08759500000000002 62.907231794400012 37.817254840650008 39.788107623550012 0.087245000000000031 95.746747857800017 0.088075000000000028 -0.082275000000000001 41.11191809080001 75.981203682750007 -0.097799999999999984 39.683197198900011 38.238138001450004 62.132955852800002 0.094780000000000017 90.767723400200012 0.10453000000000003 75.806453904250006 85.769879735700016 0.11636500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 5 -4 -7 -8 -6 -1 11 17 -13 -14 -15 16 -12 -11 19 -5 -10 22 -3 -24 -25 -26 -27 -28 29 -23
right_child=1 21 3 18 8 6 7 -9 20 10 15 12 13 14 -16 -17 -18 -19 -20 -21 -22 28 23 24 25 26 27 -29 -30 -31
leaf_value=-9.9532097350544328e-05 0.005332295927660922 0.00021170225344106929 0.0018938608415882735 -0.00028920003788014177 0.0028705558379084166 -0.10174652462881049 0.017872745612020229 -0.090598187015758974 -0.00045964493121072457 0.057804863848067226 -0.0086053585581437591 0.071489776765738047 -0.10083196253185858 -0.069700082588603982 0.030001058644406633 0.0085025112180997092 0.0027520019621867196 0.087703038357780538 -0.0040944294611336782 0.0064022654755130498 -0.0078304871087517998 0.042950092791950466 0.059182173776721005 0.0071727846232557142 -0.10114770365768111 0.025365921178985781 -0.0090679004289150791 -0.073068875526790381 -0.00073584825971736924 -0.0010503710877661227
leaf_weight=18.907984928641532 1.0919565845491614 3.6664683738741632 0.54748157999176195 1.0015926195980287 1.0741547717367228 0.10761740518501028 0.056318475271837087 0.029213582532520377 0.53852110281940924 0.048234269922886597 0.59129290832242964 0.015579537347285149 0.025356245506955588 0.013805446812160227 0.011739486585156556 0.56052648001039518 0.55736216518935455 0.052191276923623992 0.53987199527914231 0.57054256726106967 0.57653045513541179 0.12302871592893083 0.11633826994511753 0.54448207453216924 0.033118819825176615 0.049386035196529843 0.025442142559995773 0.023111412709974744 14.619543217047081 0.5212165142972367
leaf_count=2678 34 321 69 11 23 19 21 42 20 9 81 18 38 31 14 23 9 31 120 111 57 78 26 22 14 42 18 23 598 32
internal_value=-1.82751e-06 0.000353208 -0.000287964 -0.00239574 -0.00451615 -0.0155988 -0.0651818 -0.0191756 -0.000766772 0.000223345 0.00347744 0.0318294 -0.0308809 -0.062214 -0.0238812 0.000708794 -0.00309442 0.073343 0.000545754 0.0021392 -0.00427069 7.75302e-05 0.0016935 0.00855434 -0.000164534 -0.0306474 -0.00680735 -0.0395323 -0.000394472 0.00735221
internal_weight=46.64 20.8141 25.8259 5.04184 2.92984 0.740631 0.193149 0.0855321 2.18921 20.7841 1.87609 0.166906 0.0664807 0.0509012 0.0255449 1.70918 1.14866 0.100426 2.11201 1.57214 1.11505 19.7221 4.45835 0.791879 0.67554 0.131058 0.0979396 0.0485536 15.2638 0.644245
internal_count=4633 1208 3425 493 251 151 82 63 100 2932 254 141 101 83 45 113 90 40 242 122 77 1174 466 145 119 97 83 41 708 110
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=31
num_cat=0
split_feature=4 4 3 1 1 1 3 1 2 1 3 1 0 4 3 0 3 4 0 1 0 0 2 1 0 4 2 2 2 4
split_gain=0.000448852 0.00227825 0.0013058 0.005695 0.0590386 0.0293638 0.0050973 0.00622432 0.0029173 0.00249257 0.00956125 0.0048476 0.0046819 0.0078072 0.00528199 0.00446709 0.0111704 0.00306106 0.00373385 0.00313353 0.00602079 0.00245079 0.00927522 0.00209831 0.00833968 0.00233921 0.0183141 0.0116909 0.0131664 0.00510281
threshold=42.081757894750005 42.027798546600003 0.091385000000000022 61.987779113750001 62.014663695050011 61.950140699950005 0.08376500000000002 61.907125369850007 -0.057599999999999998 62.020040611300011 0.092185000000000031 65.765062787050013 93.843319501450011 38.171717059500004 0.099465000000000012 86.264556031700025 0.10307000000000002 40.518963363600001 86.208098410950015 61.987779113750001 85.732241321850012 85.931187223550012 -0.076544999999999988 62.084563606450011 85.823648898300021 38.911218973650008 -0.094409999999999994 -0.117885 -0.122095 36.165040341950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 -1 -8 -5 17 -11 15 13 -13 -15 -12 -17 19 -19 20 -4 22 -7 24 -6 26 27 28 -25 -28
right_child=-2 -3 9 4 23 21 7 -9 -10 10 11 12 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24 25 -26 -27 29 -29 -30 -31
leaf_value=-0.00088234595234347197 -0.0005389582400929957 0.004583672361959305 -0.00083815552556510417 0.063417497880747145 0.0014116395339141396 0.093839805645144547 -0.078267194277988728 -0.004683683052913723 0.1000447071668214 0.013687801000498285 -0.00047762731414829586 0.010806080930435641 -0.00059380042443072506 -0.0090338926784905953 -0.053047960453961221 0.0017953675130540519 0.017056022091553734 -0.00033814237095428578 -0.0062846482022051262 -0.0031475735876375409 0.0089188984491920861 -0.098308055890631407 -0.10070605415604844 -0.043063868248231225 -0.013037808446864047 0.00030011643222121001 0.0034799409896839693 -0.082332228753603409 0.10011087888159323 -0.0060652014272516543
leaf_weight=0.52432187506726791 11.692567858382054 1.1350218247057444 1.4514759818141971 0.043102353129597759 1.0604768636561051 0.0034001329079593754 0.019608204340833879 0.027784793055616319 0.043887692569113734 0.62348719616544279 1.6293536340376413 0.062832399136595884 4.8719869386956143 0.049336842866807729 0.060947917886551295 1.5977287556161175 0.68541158682091907 3.1820263424110635 1.5803491405677048 1.0153551292605696 1.1207793013309126 0.035840186619680026 0.0087757889662611888 0.023737682258753584 0.64079555397620414 11.115029889737972 1.0695322733868873 0.046896266124048985 0.0088055648417280086 1.1757861340956548
leaf_count=221 2058 36 63 31 17 64 40 8 12 50 43 28 480 23 24 44 52 55 31 6 21 10 6 218 49 636 119 30 6 152
internal_value=-2.70134e-06 0.00017689 2.8815e-05 -0.00063254 -0.000250119 -0.0100294 -0.00372117 -0.0351279 0.0818964 0.000613332 0.001714 0.000880571 -0.00116804 -0.0173287 -0.0333579 0.00352222 0.0063767 -0.000649614 -0.00231143 0.00155637 0.00341317 -0.0851399 -0.046379 -0.000722076 -0.00403084 -0.000303237 -0.00318797 -0.0503752 -0.00432359 -0.00151848
internal_weight=46.6064 34.9139 33.7789 15.8478 15.2281 0.619731 0.571715 0.047393 0.08699 17.9311 9.58109 8.9576 5.0451 0.173117 0.110285 3.91249 2.28314 8.34999 4.76238 3.58761 2.57226 0.0480161 0.0121759 15.1411 1.70127 13.4398 2.32476 0.0794395 0.0325432 2.24532
internal_count=4633 2575 2539 1619 1270 349 269 48 43 920 744 694 555 75 47 139 96 176 86 90 84 80 70 1227 66 1161 525 254 224 271
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=31
num_cat=0
split_feature=0 0 3 2 2 0 2 1 3 1 3 3 0 0 0 2 1 1 3 2 1 2 3 2 1 3 0 2 2 1
split_gain=0.000410229 0.00304585 0.00567958 0.00196637 0.00708694 0.00699408 0.00213904 0.0313344 0.00757916 0.00200202 0.00846277 0.0292697 0.00663242 0.0185924 0.00818854 0.00587469 0.00717807 0.00638687 0.00477567 0.00465279 0.00403043 0.023867 0.0241749 0.00283077 0.0107749 0.0694669 0.0495746 0.00961192 0.00281467 0.00315438
threshold=86.135510041400025 86.345209775600011 0.087475000000000011 -0.06828999999999999 -0.075639999999999999 86.474255765850003 -0.053874999999999999 70.182199495350019 0.090850000000000028 74.757955233350017 0.088260000000000019 0.087245000000000031 98.51854819030001 97.491557184450016 100.53758024625002 -0.08158 78.381996793250025 79.941302508900023 -0.093130000000000004 -0.085550000000000001 71.053259929650025 -0.09715 0.084565000000000015 -0.083834999999999993 62.041548276350007 0.083070000000000019 90.321439350550008 -0.088274999999999992 -0.095074999999999993 62.334590212600006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -5 7 8 -7 20 11 12 13 18 -14 16 -16 -18 -11 -19 23 -22 -23 27 -25 -26 -27 28 29 -3
right_child=1 3 -4 5 -6 6 -8 -9 -10 10 -12 -13 14 -15 15 -17 17 19 -20 -21 21 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00053730780255238024 0.00190879130595835 -0.0002743574237310699 -0.011704199371221278 0.011136649861507673 -0.01078198268712063 0.022709011011809763 0.0001343006744975326 -0.0052470869685705005 0.068557323970192652 0.049566692169989754 0.00075889973463974254 0.09047138048617584 -0.083619565054108183 0.093877924748520691 -0.10040387635929252 -0.10017788492418817 0.074039428647230718 0.010109173636813009 -0.10019257937335596 -0.10019768128971462 -0.0026704956669250648 0.019055820719052444 -0.10083782915223882 0.00068487390102948834 0.0038299374577256354 -0.10153489083231462 0.0074144414618602314 0.012292690134494392 -0.0041265612745093267 0.0063063127096628733
leaf_weight=10.81965854179465 0.59850095210276666 6.1279329479308116 0.62815650703123538 0.62405038846189853 0.67868388160685178 0.067674030549825015 16.580655652545168 0.53957293988065125 0.077171735058072954 0.0027864435258067042 2.6338111390296337 0.047162522427978304 0.016118671599532064 0.01963656051043472 0.0055348999237168619 0.0056283766392457016 0.014925999939952694 0.02768192601209812 0.0090296483463905841 0.0044368111947392123 1.0418213431289647 0.025236612605794906 0.050414580544668297 2.0700402738293842 0.58878215507866105 0.12728953786427155 0.062159949686130034 0.64504627323066088 1.6147789023118555 0.82667055198256445
leaf_count=1226 31 75 42 20 84 13 1072 72 29 12 330 29 33 9 19 13 31 546 71 26 225 28 60 26 71 39 37 34 55 275
internal_value=-2.21385e-06 -0.000165447 -0.00506226 8.48552e-06 -0.000773771 0.000736366 0.000360445 0.00583899 0.0471363 -0.000348366 0.00208684 0.0249553 -0.0042556 0.0342372 -0.0205445 -0.00307807 0.00731596 0.0199894 -0.0648767 -0.00512837 -0.000863254 -0.00660864 -0.0608423 -0.000331009 -0.00308634 -0.0131175 -0.0657877 0.000520691 -0.000365427 0.000507865
internal_weight=46.5811 35.7614 1.22666 34.5347 16.6456 17.8891 17.2651 0.684419 0.144846 15.9669 2.78675 0.152942 0.105779 0.0314527 0.0743267 0.058208 0.0525796 0.0470447 0.0118161 0.0321187 13.1802 1.11747 0.0756512 12.0627 2.84827 0.778232 0.189449 9.21443 8.56938 6.9546
internal_count=4633 3407 73 3334 2128 1206 1186 114 42 2044 1119 789 760 92 668 635 622 603 83 572 925 313 88 612 173 147 76 439 405 350
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=4 4 0 0 1 1 0 3 3 2 4 0 2 2 2 4 1 1 0 2 3 3 1 2 3 1 1 3 0 3
split_gain=0.000497323 0.015939 0.0113787 0.0147629 0.0125968 0.00821397 0.00610378 0.00377582 0.00249608 0.00356178 0.00237069 0.00147333 0.0222204 0.00511982 0.00568618 0.00138251 0.00203801 0.00130815 0.00320878 0.000688256 0.00578944 0.0184195 0.0132499 0.00369573 0.00286889 0.00118426 0.017101 0.011797 0.0156028 0.0118602
threshold=37.041406607950009 36.558960102350007 89.861713010250014 89.576736448400013 65.571493801650021 70.077349628250019 88.350799540950007 0.10336500000000003 0.091275000000000023 -0.11534 35.476804824450006 92.168410086200012 -0.033594999999999993 0.053690000000000009 0.22387500000000005 37.765550062200006 75.981203682750007 61.076391807500009 83.479313408550013 0.23643500000000003 0.094595000000000026 0.08079500000000002 68.20618276945001 0.28423000000000004 -0.17949499999999999 76.279622535200005 78.080889482600014 0.092385000000000023 97.722764583650005 0.087245000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -3 7 10 11 -10 17 -4 -13 -14 -15 16 -2 18 -1 25 21 22 -21 -24 -25 -17 27 29 -29 -27
right_child=15 5 8 -5 -6 -7 -8 -9 9 -11 -12 12 13 14 -16 19 -18 -19 -20 20 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.10012581334643743 0.0075511770582413935 -0.025742215020259581 -0.0015219438113537492 0.096990898766803169 -0.05939314471213919 -0.096531357247117686 0.097730669719533633 0.069843058184724166 0.0014972922139071775 -0.010002707269402611 0.057536172145263347 -0.00045261481983928316 0.089445605109281567 -0.059816703523481597 0.065057528207396895 -0.00011049898545168354 -0.001026474489281961 -0.10007248373090481 0.10002540587983655 -0.062277143637299415 0.00019028555208275863 -0.10033518811170619 0.081215893619205864 0.057505829698029989 -0.029955618001741919 0.014711118072888938 0.0006226012130226803 0.081459921080203682 -0.10028956670329831 0.1000185087563793
leaf_weight=0.0018821876492703879 0.59406884205678123 0.068603006110914716 0.52524762215898602 0.02743624642607756 0.018542773410445079 0.021537580915773208 0.012804466899979161 0.0054549062442674776 0.51716091000078623 0.56198827831582132 0.0021542401417207202 0.51390384543869605 0.035646248195144503 0.0056057148400494574 0.010433300855354544 39.649724864519584 0.51897327934067339 0.0040207858329579585 0.0013943694357294589 0.017815739268601472 0.54845220466449973 0.024546860029946771 0.015197747553443719 0.0070999239396769562 0.0079497727787440908 0.027436070029469906 2.7393143450131521 0.0082031370620825328 0.011135057691490147 0.040143007416190812
leaf_count=65 67 35 16 11 8 57 14 15 49 119 46 139 18 20 44 2406 62 46 3 17 48 77 19 13 30 60 1073 5 40 11
internal_value=-3.08409e-06 -0.00142579 0.000230653 0.0388753 0.00440303 -0.0426561 0.0470922 0.00359446 -0.00108167 -0.00449156 -0.0346404 0.00229168 0.0058333 0.0683338 0.0214134 7.20196e-05 0.00355171 -0.0618517 -0.0149496 -1.78485e-05 -0.00332273 -0.0298579 0.00613634 0.0464319 0.0113057 3.04738e-05 0.00200821 0.0456774 -0.0231926 0.065385
internal_weight=46.5439 2.33382 2.24368 0.07369 0.0462537 0.0901406 0.027711 0.0149065 2.16999 1.07915 0.00945158 1.09084 0.565589 0.0516853 0.016039 44.2101 1.11304 0.00729734 0.00327656 43.097 0.621062 0.07261 0.0480632 0.0302474 0.0150497 42.476 2.82623 0.0869173 0.0193382 0.0675791
internal_count=4633 705 613 208 197 92 189 175 405 168 160 237 221 82 64 3928 129 114 68 3799 204 156 79 62 43 3595 1189 116 45 71
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=31
num_cat=0
split_feature=0 2 3 4 1 2 3 3 3 1 2 3 3 3 2 3 4 0 1 2 2 4 4 3 1 3 2 3 0 3
split_gain=0.000413255 0.0036482 0.00276571 0.00242639 0.00196485 0.0022879 0.00237737 0.00218859 0.00322731 0.00179402 0.00163031 0.00102925 0.00280402 0.00162817 0.0013578 0.000997605 0.0029725 0.000977615 0.000762136 0.000441446 0.00308859 0.0220859 0.0218681 0.0234323 0.00838046 0.00242743 0.00355147 0.00232201 0.00201836 0.0101234
threshold=83.479313408550013 -0.090369999999999992 0.10487000000000003 35.476804824450006 55.782817748650011 -0.13734499999999997 -0.10978499999999999 -0.25098999999999999 -0.51222499999999993 55.855406118200008 -0.017745 0.10131500000000003 0.099855000000000027 0.087125000000000022 -0.016014999999999998 -0.24212500000000001 49.064150740050003 74.005186956850011 55.782817748650011 -0.031989999999999998 -0.0057149999999999996 42.243697547450004 40.300545846000013 0.093955000000000025 62.425997789000007 0.12376500000000003 0.048475000000000011 0.10526500000000003 86.681267041950008 0.11768500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -6 -8 -3 12 13 14 -12 -9 17 -17 -16 -2 21 22 23 -21 -24 26 28 -28 -22 -30
right_child=19 10 -4 4 5 -7 9 15 -10 -11 11 -13 -14 -15 18 16 -18 -19 -20 20 25 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.10010752429485199 -0.00019036893151508236 -0.10016255854685141 0.068866458513815051 -0.077415698211866599 0.040807875828892455 0.086668151371244728 0.054912501859612189 0.10008783372793202 -0.063128791793176167 -0.084918657276330398 0.10001892318882817 -0.10011802117885474 0.10002906517026987 -0.10007277112136426 0.020934678151716849 0.10003889678648413 -0.041522853224587999 0.0033870387993978641 -0.10002209023016753 -0.033553144321966509 -0.0021887478525789367 0.00017140922464052393 0.082702648535459874 0.039434088816759832 0.023681871929712755 0.0059228763171888434 0.00063572385542496788 -0.0058825765070476968 -0.037941810352167704 -0.0035073660142227051
leaf_weight=0.0024678322819689088 32.821489545577037 0.0047876679271894327 0.0059917174039583179 0.0028384006283270055 0.0055052183830071044 0.0034243907939526244 0.0011441983920335011 0.0025776489637792119 0.006532263166059038 0.0046316099274976708 0.0010090806172229358 0.0016432947468274506 0.0017078686505556107 0.002838876542952562 0.0010126900397278695 0.0041278477292507887 0.0035696484846994281 0.0014019524193713551 0.0010727233354748122 0.077436900714530466 1.0235682216380637 2.0997731780566369 0.076914834915442043 0.10182824257987022 0.035007908829356893 0.6109413514930474 8.443831878534283 0.58432554478237975 0.10345339925512709 0.48860936611890793
leaf_count=88 2821 37 16 76 15 8 7 1 34 127 2 10 2 24 115 4 4 94 36 29 31 120 33 14 35 65 580 56 147 2
internal_value=-2.18469e-06 -0.00841727 0.00569734 -0.00420537 0.00241419 0.00929831 0.000314211 0.0143264 -0.0155944 -0.0572178 -0.0527632 -0.0283213 -0.0128809 -0.0453811 0.00479286 0.0451707 0.0296141 0.0755351 -0.0412847 8.37056e-06 0.000486392 0.00375049 0.0295595 0.0079059 0.0642418 -0.000207036 -0.000558886 0.000213843 -0.0048769 -0.00952423
internal_weight=46.5255 0.0582849 0.0442127 0.038221 0.0357532 0.0329148 0.0294904 0.0237146 0.0120375 0.00577581 0.0140722 0.00928453 0.00764124 0.00593337 0.00309449 0.0116771 0.00909945 0.0055298 0.00208541 46.4672 13.6457 2.39096 0.291188 0.179265 0.111923 11.2547 10.6438 9.02816 1.61563 0.592063
internal_count=4633 700 474 458 370 294 286 152 49 134 226 189 179 177 153 103 102 98 151 3933 1112 231 111 43 68 881 816 636 180 149
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=31
num_cat=0
split_feature=4 4 0 0 3 1 2 4 1 3 2 2 0 2 0 4 1 2 3 3 1 1 3 1 1 3 0 3 0 3
split_gain=0.00043013 0.0127243 0.0102611 0.0132592 0.011486 0.00800137 0.00670897 0.00512748 0.00410539 0.00227312 0.00319927 0.00221899 0.0019244 0.00206525 0.00122606 0.00112397 0.00172787 0.000592023 0.00505352 0.0168712 0.0112223 0.00385985 0.00293342 0.000893205 0.0150397 0.0101311 0.0139065 0.0117273 0.00790935 0.0277836
threshold=37.041406607950009 36.558960102350007 89.861713010250014 89.576736448400013 0.12140000000000002 70.077349628250019 -0.095074999999999993 36.165040341950011 61.076391807500009 0.091275000000000023 -0.11534 -0.23265499999999997 81.90387694410002 -0.25447999999999998 92.168410086200012 37.765550062200006 75.981203682750007 0.23643500000000003 0.094595000000000026 0.08079500000000002 68.20618276945001 69.999384342500022 -0.083149999999999988 76.279622535200005 78.080889482600014 0.092385000000000023 97.722764583650005 0.087245000000000031 100.35207663525001 0.087475000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -3 7 8 12 14 -11 -10 13 -1 -4 16 -2 23 19 20 -19 -22 -23 -17 25 27 -27 -25 29 -26
right_child=15 5 9 -5 -6 -7 -8 -9 11 10 -12 -13 -14 -15 -16 17 -18 18 -20 -21 21 22 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.070606059680935904 0.0069104873756732814 -0.022601620532415989 -0.0013102387776992551 0.096307617473316218 -0.093879945804637085 -0.095398042731565796 0.087885762324168948 0.099438183308888678 -0.0086770580517960792 0.0013678176787903999 -0.0095304367484695309 -0.10016334305373653 0.10003780253692987 -0.10010961421829603 0.0054061152511890196 -9.0372138120861992e-05 -0.00099792809115782492 -0.058317072577192874 0.00010903906270260686 -0.10030349739818201 0.1000754411660976 -0.018480887298334914 0.05729302450001042 0.013276939043179024 -0.073011603784414111 0.078466743874533812 -0.10026265155923637 0.099934626086379999 -0.00039374349855340808 0.06932036138328572
leaf_weight=0.0013857889786663708 0.59051316257371989 0.06825085023827096 0.52559244537451399 0.024997813976369798 0.0092685282579623163 0.019388001298629137 0.01306579202084103 0.0039033569316870844 0.0044330612397383007 0.51672120227415419 0.56268450761084055 0.0065958829555618319 0.0028133835658081807 0.0014502333207295224 0.56287674808072974 39.647279309879707 0.51915331226652506 0.017176743222761526 0.54808682214002147 0.022225298499655821 0.0085555606056004763 0.010040066831834338 0.010402331139061971 0.027382962082927675 0.018392046871356871 0.0076855864099343299 0.01004088573597528 0.036342590410640696 2.6646779994779899 0.053927023413052666
leaf_count=21 67 35 16 11 4 57 30 29 11 49 119 40 5 57 221 2406 62 17 48 77 5 40 17 60 88 5 40 11 968 17
internal_value=-1.54473e-06 -0.00132774 0.00013742 0.0384129 0.00469025 -0.0387061 0.0318424 -0.00373542 -0.0278819 -0.00106165 -0.00431334 -0.0633906 0.0414393 -0.0166914 0.00216297 6.81813e-05 0.00321056 -1.27569e-05 -0.0030894 -0.0287184 0.00573768 0.0436801 0.0200775 3.19076e-05 0.00175202 0.0440969 -0.0227718 0.0626977 0.000491856 0.0331228
internal_weight=46.5153 2.32343 2.23579 0.0679138 0.042916 0.0876389 0.0336475 0.0205817 0.0166784 2.16787 1.07941 0.0110289 0.00564941 0.00283602 1.08847 44.1919 1.10967 43.0822 0.616487 0.0684 0.0461747 0.028998 0.0204424 42.4657 2.81845 0.081452 0.0177265 0.0637256 2.737 0.0723191
internal_count=4633 705 613 208 197 92 193 163 134 405 168 51 83 78 237 3928 129 3799 204 156 79 62 57 3595 1189 116 45 71 1073 105
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=31
num_cat=0
split_feature=2 0 4 3 3 4 2 3 3 3 3 3 3 3 3 2 4 2 1 3 0 0 0 0 0 0 0 0 2 3
split_gain=0.000410723 0.0145842 0.0125877 0.0268005 0.0100218 0.00426928 0.00199417 0.000905477 0.00441613 0.00357677 0.00439527 0.00376697 0.00410175 0.000886399 0.000593618 0.000557491 0.00665489 0.0120468 0.0106549 0.0180828 0.00332628 0.00321441 0.018712 0.0103155 0.00515156 0.00360637 0.00546138 0.00275812 0.00229195 0.0114309
threshold=0.20852500000000004 94.047642319350018 34.515670600900002 0.094595000000000026 -0.11223 40.099856909850011 0.18839000000000003 0.10214000000000002 0.097005000000000022 -0.17949499999999999 -0.083149999999999988 0.075320000000000012 0.096480000000000024 0.089850000000000027 0.08079500000000002 -0.031989999999999998 38.474425342400004 0.11061500000000003 71.397382570300024 0.11296500000000002 93.501885318850015 85.882794977150013 85.866664228400012 85.683849075550015 85.662341410450011 85.216057360850016 84.226704768850013 86.393602021950016 0.0027500000000000003 0.11071500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -6 15 8 9 -3 -11 -12 13 14 -13 -1 17 18 20 -20 -17 22 23 24 25 26 -18 -23 29 -29
right_child=1 7 3 -5 5 -7 -8 -9 -10 10 11 12 -14 -15 -16 16 21 -19 19 -21 -22 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00019143470628977177 -0.03168797999171423 0.032542681601448173 0.04155596652752086 0.096915363878673499 -0.014490449210577655 -0.10044468944833707 -0.0058803318982648548 0.00074424955504383348 -0.0012533719325717012 -0.10036428323942977 0.027087586050408254 -0.057788812738214138 0.013244695099265985 -0.04111574871068948 -0.10016612236819163 0.0040851855408692989 -0.057396512511927004 0.075443495792284862 -0.10062616099167394 0.031403882937602816 0.038967810650960111 0.0072131939479334163 -0.00092417962529346492 -0.10070415384534391 0.050802474903424183 -0.10051280311681493 0.098337146346390236 0.024230162932612678 -0.00052638255290231382 0.00071383756775504886
leaf_weight=32.856839617922162 0.023268715916192728 0.007905495360020387 0.02205184537160676 0.054983474431537616 0.013118062016701515 0.01032817494823135 0.58089345172964257 1.0226069117096379 0.51866397446562473 0.0096928970352896382 0.010235357035021875 0.005764498324921874 0.0092317270236890181 0.0086656524716268724 0.0077490533733115541 0.048099602419481746 0.0070941763425612647 0.031804490050665546 0.021014015365831917 0.02048629209457431 0.063326502931886353 0.61223071991434963 0.49696355313062668 0.030792023389949463 0.0081549836522754049 0.0070776368639826606 0.0032990151321428129 0.22983848212893976 7.7016960420029283 2.0532906703156186
leaf_count=3320 12 36 18 26 29 25 36 42 20 42 21 9 4 18 41 28 168 17 68 9 16 44 2 12 6 18 3 178 349 16
internal_value=-1.00888e-06 0.00151348 0.0345882 0.0499359 -0.0068379 -0.0523537 -5.9334e-05 -0.00104382 -0.0042078 -0.0300726 -0.0397145 -0.0255986 -0.0427666 -0.0660804 -0.0820892 1.71816e-05 0.00062189 0.0194468 0.00780101 -0.0354506 0.0239099 0.000310015 -0.00711992 -0.0616959 -0.0148235 -0.0454563 -0.00796341 0.000698009 0.000298523 0.00308118
internal_weight=46.4972 1.72427 0.12375 0.100482 0.0454981 0.0234462 44.7729 1.60052 0.577909 0.0592447 0.0513392 0.0416463 0.0314109 0.0221792 0.0135136 44.192 11.3352 0.184731 0.152926 0.0415003 0.111426 11.1504 0.553381 0.0564178 0.0256258 0.0174708 0.0103932 10.5971 9.98483 2.28313
internal_count=4633 343 110 98 72 54 4290 233 191 171 135 93 72 68 50 4254 934 138 121 77 44 796 209 207 195 189 171 587 543 194
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=31
num_cat=0
split_feature=0 0 4 2 2 1 4 3 4 3 3 1 2 4 4 3 4 0 0 2 2 4 1 3 3 3 2 4 1 3
split_gain=0.000455309 0.00136915 0.00252532 0.0229161 0.012808 0.00649271 0.0112575 0.00508108 0.00446756 0.00442065 0.0041691 0.00240769 0.00375601 0.00160576 0.00135786 0.00134038 0.00366188 0.00114744 0.000924313 0.000925602 0.00297971 0.0296773 0.0212168 0.0117099 0.0248607 0.00159135 0.00278885 0.00227871 0.0225905 0.00530452
threshold=85.799452775150016 85.662341410450011 41.289992964000007 -0.082654999999999992 -0.083004999999999982 61.93938686740001 43.968221017800005 0.08326500000000002 43.847983878700006 -1.0000000180025095e-35 -0.144095 61.950140699950005 -0.23371499999999998 48.96897326980001 43.895345911700005 -0.23921499999999998 48.914776625700007 85.307464937250003 85.866664228400012 -0.031989999999999998 -0.0057149999999999996 42.243697547450004 62.00390986255001 0.097005000000000022 0.084565000000000015 0.12376500000000003 0.048475000000000011 38.474425342400004 67.923894665750012 0.099855000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 -7 -8 -5 10 13 -3 -13 15 -10 16 -4 -11 -2 -20 21 22 -21 24 -24 26 -22 28 -28 -29
right_child=18 11 3 8 -6 6 7 -9 14 17 -12 12 -14 -15 -16 -17 -18 -19 19 20 25 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.00011945549991345085 -0.0038351738590724233 -0.00019021129775692849 -0.10008667319307241 -0.098601397925567866 0.10023190544798893 -0.093624157920345646 -0.045995199177148137 0.10009783245632041 0.10004348537879873 0.059362218899485536 -0.10006679471477845 -0.00079813637209049109 0.010621981670335906 -0.020963097951888623 -0.031006514560698029 0.076520842359097244 0.10003050671715606 0.020981905863558119 -0.0003720251427433375 0.075334893667036842 -0.0041840492128613965 -4.1485263423364136e-05 0.047150896824411398 0.042377813644926064 -0.06161288000046497 0.0049246989982073431 0.061599248650536079 0.00061380499263237996 -9.7921973146019862e-05 -0.0094439847831257941
leaf_weight=1.966197035732822 0.65477336366166028 1.5590962031856181 0.0019458242535776637 0.029739846600128433 0.013564300257712603 0.017191250706588335 0.0040238233236777887 0.0058298252633051106 0.0013860015185542798 0.015315405781162632 0.0048571946884804615 0.4987236223742002 0.68158766035412532 0.01095176223529748 0.0018406273175672894 0.0042338166563666855 0.0017250478267669678 0.015852149361762713 27.987477740371045 0.089552496006947258 1.6031257406713351 2.0897806543164847 0.039235511319930083 0.079408603189222049 0.045256448238967018 0.60403752613240413 0.065808364888652826 7.2210837123361564 0.6044058261384706 0.56543369802905097
leaf_count=406 37 22 41 163 2 74 8 58 2 30 67 8 69 18 46 10 2 11 2513 16 163 109 32 19 33 63 21 364 176 50
internal_value=-1.0031e-06 0.000917652 -0.00100695 -0.0145912 0.0102257 -0.00467642 -0.0447789 0.0404395 -0.0864758 0.0150857 -0.0174518 0.00238928 0.00579657 0.00382886 0.0252861 0.0381775 -0.00604588 0.0398416 -0.000107627 -4.80903e-05 0.000648921 0.00387776 0.0361929 0.0148064 -0.0111063 -6.05691e-05 -0.000359906 0.000365029 0.00596013 -0.000116562
internal_weight=46.4834 4.83406 2.09465 0.128457 0.0954904 0.0819261 0.0270449 0.00985365 0.0329665 0.0548812 0.0237136 2.73941 1.18031 0.0188565 0.00322663 0.00790469 0.00367087 0.0311676 41.6494 40.9946 13.0071 2.34323 0.253453 0.163901 0.084492 10.6639 10.0599 8.45673 0.670214 7.78652
internal_count=4633 1037 938 532 321 319 140 66 211 179 138 99 77 71 48 53 43 41 3596 3559 1046 209 100 84 65 837 774 611 197 414
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=31
num_cat=0
split_feature=4 4 0 0 3 2 4 3 4 3 1 3 2 1 0 2 0 3 3 2 2 4 4 4 4 0 4 3 1 0
split_gain=0.000461304 0.0114994 0.00912271 0.0120214 0.0101493 0.00699108 0.0101507 0.00620659 0.00683074 0.00344088 0.00466974 0.00194758 0.00288523 0.000968232 0.000920612 0.000776817 0.0183334 0.0270538 0.00922327 0.00178704 0.00134492 0.000816727 0.000471421 0.00220771 0.00131639 0.00199035 0.0199153 0.00981476 0.00340122 0.00486978
threshold=37.041406607950009 36.558960102350007 89.861713010250014 89.576736448400013 0.12140000000000002 -0.09715 36.952388736350009 0.10487000000000003 36.165040341950011 -0.25587999999999994 61.076391807500009 0.091275000000000023 -0.11534 68.20618276945001 92.168410086200012 0.20852500000000004 100.53758024625002 0.094595000000000026 -0.08138999999999999 0.25783500000000009 0.18839000000000003 40.858951393400005 42.081757894750005 42.027798546600003 43.157831852650006 86.345209775600011 42.686561923500008 0.087795000000000026 62.036171360100006 85.619326080400015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -3 -7 8 9 13 -11 14 -13 -1 -4 20 17 18 -17 -20 22 -18 23 -2 25 26 27 28 29 -24
right_child=15 5 11 -5 -6 6 -8 -9 -10 10 -12 12 -14 -15 -16 16 21 -19 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00036634583428657354 0.00010749103765542957 -0.093799693479953233 -0.0011148518790538243 0.09549958128040513 -0.092325023077781912 0.012363065110229377 -0.066453892446430018 0.10009295867095863 0.09956907701016407 0.026158653875597449 -0.10020869472612565 0.0012880804727539814 -0.0090658331745575547 0.10006971909955986 0.0047110942759096656 0.020546361741975494 -0.0039822501306923568 0.09242513406612185 -0.033030463066983214 -0.10025214231317379 -0.0047784765448143519 0.0015425952679299553 0.024484344730980254 0.0046095354568757288 0.00066559609939645685 -0.00086353765801725944 -0.00098957279279134037 -0.090549253614402081 0.040135271287430468 -0.10047401405488572
leaf_weight=0.0018076854156086038 29.632796051955022 0.01758799444562642 0.52559103167777732 0.022814403229858726 0.008519296592567116 0.036563756988619023 0.029542553327694066 0.0091441196291270899 0.0054144975828762645 0.0045590163356459294 0.0081555777803693497 0.51645067216604124 0.56201931330302812 0.0020464782137423754 0.56046388025415139 0.030757520732890842 0.53437459787019015 0.053129435198115971 0.0067392274568165425 0.0095714450169097631 0.58046421638436996 0.53590518671132692 0.0060026284358309923 1.1308054830201388 5.4189856314105889 5.5914722336767531 0.57362153461657239 0.039626045173818625 0.0090218207419212604 0.0064914510548987892
leaf_count=62 1626 41 16 11 4 39 12 17 30 39 44 49 119 1 221 28 71 45 11 40 29 47 36 36 1334 424 112 69 13 7
internal_value=-4.56681e-07 -0.00137782 -1.02268e-05 0.0376671 0.00438777 -0.0377675 -0.0228598 0.0308572 0.00205805 -0.0298075 -0.0548977 -0.00109747 -0.00410762 0.0529631 0.00189166 7.16145e-05 0.00261343 0.0435169 -0.0116895 -0.0724776 2.40792e-06 -0.00121588 6.78455e-05 0.000272977 -0.000474057 -0.00146595 -0.00677246 -0.0610263 -0.00665361 -0.0404393
internal_weight=46.4704 2.31068 2.22699 0.0624611 0.0396467 0.0836943 0.0661063 0.0311274 0.0219833 0.0165688 0.0127146 2.16452 1.07847 0.00385416 1.08605 44.1598 1.17048 0.100198 0.0470682 0.0163107 42.9893 1.07028 42.4088 30.7636 11.6452 6.22624 0.634763 0.0611419 0.0215159 0.0124941
internal_count=4633 705 613 208 197 92 51 193 176 146 83 405 168 63 237 3928 242 124 79 51 3686 118 3657 1662 1995 661 237 125 56 43
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=31
num_cat=0
split_feature=0 4 1 4 3 3 0 3 1 2 2 2 3 3 4 3 2 4 4 0 3 4 1 2 2 2 3 4 3 0
split_gain=0.000417805 0.00121471 0.00898212 0.00525277 0.00800869 0.00287397 0.0319741 0.00293795 0.00391758 0.004288 0.00119319 0.000752294 0.00228372 0.0055604 0.00796071 0.00444929 0.00552192 0.00263743 0.0023629 0.013844 0.00663064 0.012672 0.0108806 0.00525683 0.00359374 0.00525284 0.00230413 0.0021409 0.00239739 0.00465842
threshold=85.799452775150016 42.720329370750001 61.950140699950005 43.968221017800005 0.08326500000000002 0.089505000000000015 85.705356740550016 0.092185000000000031 61.928633034850002 -0.11051999999999999 -0.072755 -0.031989999999999998 0.10214000000000002 0.10646500000000002 42.546237522150008 0.12001500000000002 -0.091639999999999985 41.444941515100005 43.182896969600009 86.264556031700025 0.086555000000000021 43.663128814500006 72.04530097975001 -0.033594999999999993 -0.09715 -0.11692 0.084805000000000019 42.91168285345001 0.090465000000000031 97.491557184450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 -1 -7 10 -10 -9 12 18 14 -14 16 -15 -17 27 -20 21 26 24 -24 25 -23 -21 28 -2 -30
right_child=11 2 3 4 -6 7 -8 8 9 -11 -12 -13 13 15 -16 17 -18 -19 19 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00068604739372808482 -0.00081286622706142205 -0.00029549845891319536 -0.10023171029226725 -0.061070069748584935 0.076768666907293823 -0.0065109219304143491 0.082146372651645094 0.00051207021226020778 -0.00067463683948455137 0.011712399359965646 -0.004831595698805949 0.00052821133922633377 -0.015723529072615202 -0.0011821036429703244 0.00078613603944368378 -0.0014406629108938307 0.01053128228873477 -0.0094488613188949723 0.048764390912066677 0.0046691192117839361 0.01037261965659508 -0.084398747896753251 0.010295754163042001 -0.10067753757845076 -0.10077980549981479 0.08884836100525112 -0.0046669404445903 -0.0060935459565315585 0.0022833028090486012 -0.0072513574639825858
leaf_weight=0.54396227632990779 14.556244345603218 0.54870716579968348 0.013977325402739993 0.01435275524181634 0.0059678990304803383 0.52423850105817882 0.05286732739477884 1.3838209728028235 0.49867891339886228 0.63571511084062116 0.598621987893864 13.006221403324874 0.65180487146426103 1.0409012382252303 0.52917691581044557 1.598729635164341 0.65616833252999995 0.55368292289273302 0.065163204131429509 0.53364548591044048 0.59252060609946289 0.0049530309788359253 0.030839828093855659 0.0049543618333703901 0.02703688012297778 0.0027063586758231395 0.52384762081783265 0.61206672706996101 6.0815493595785028 0.5595708625906689
leaf_count=405 983 256 82 30 62 49 10 55 5 48 35 1050 73 49 13 86 53 28 26 34 111 139 424 3 17 6 10 86 225 180
internal_value=-3.75535e-07 0.000880936 -0.00339875 -0.0530453 -0.0205887 0.00146969 0.00790182 0.000415361 0.00158033 0.00626707 -0.00110151 -0.00010243 -0.000388967 -0.00232339 -0.00832584 -0.000481899 0.00334685 -0.00350068 2.34514e-05 0.00352076 0.00180718 -0.00269218 -0.0437452 -0.00506433 -0.0836501 -0.0231838 4.43395e-05 -0.000262894 -9.45358e-05 0.00147993
internal_weight=46.4527 4.82091 0.583005 0.034298 0.0203207 4.23791 0.59683 3.64108 3.11684 1.13439 1.98244 41.6318 28.6256 5.03046 1.18098 3.84948 1.69707 2.15241 23.5951 1.78567 1.7205 1.12798 0.0704905 0.0357942 0.0346963 0.00765939 1.05749 21.8094 21.1974 6.64112
internal_count=4633 1037 430 174 92 607 415 192 143 53 90 3596 2546 302 86 216 102 114 2244 770 744 633 589 427 162 145 44 1474 1388 405
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=31
num_cat=0
split_feature=3 4 4 3 3 1 0 0 4 0 4 3 1 0 2 4 4 2 2 0 0 0 3 3 4 0 4 2 3 1
split_gain=0.000446862 0.00352961 0.0105251 0.0124668 0.0110659 0.00952201 0.00771538 0.00751247 0.00403634 0.0112831 0.00372829 0.00303552 0.0279644 0.0733132 0.00216384 0.0249354 0.00740049 0.0117437 0.0171862 0.00193876 0.00171615 0.00185598 0.00160646 0.0021466 0.00559464 0.0509838 0.00115857 0.00279338 0.0171316 0.0191704
threshold=0.079605000000000023 35.771221912400001 37.500638522700008 -0.093130000000000004 -0.22831499999999999 70.663433500700009 92.168410086200012 91.109157582800023 38.238138001450004 93.843319501450011 34.515670600900002 0.077080000000000023 72.327589083450007 86.681267041950008 -0.038374999999999999 38.911218973650008 41.559097512700014 0.039090000000000007 0.26597500000000007 86.162394622750014 94.940210418650011 93.308316333500017 0.076130000000000017 -0.22831499999999999 38.621016321050007 92.168410086200012 43.426369480700011 -0.029285000000000002 0.086555000000000021 65.036490633650018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 10 9 -4 -1 14 13 -13 19 -16 17 -17 -19 -10 21 -6 23 -21 -25 -26 -2 28 -28 -30
right_child=26 2 8 -5 20 -7 -8 -9 11 -11 -12 12 -14 -15 15 16 -18 18 -20 22 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.067172524175321949 -0.00026402227275778401 -0.086573633160790808 0.095230520179184319 -0.10068590989336289 0.082688931110081798 -0.080868428680213988 0.09986465062714675 -0.10074157555204566 -0.0033634051536958255 -0.033968876975560058 0.086235093524882761 -0.09141073144224289 0.00027887703148326523 0.098007020632789155 -0.098442161398311481 0.075504569318823489 -0.0051743981564373182 -0.095246890464300293 0.057628628347211601 0.00025267655586885162 0.099750819437972343 -0.01740448765348275 -0.0041604157105437616 8.8548682127224287e-05 0.091800641303064132 0.0019946024843991079 0.0016099398195387083 -0.00092617750012422549 0.081344592545757585 -0.025714138257228972
leaf_weight=0.0020290793788954042 36.505609502338395 0.0081453083401408222 0.015541696869717181 0.022331550858694871 0.0034202135556284929 0.0062831011405715112 0.016842468488903251 0.0048791858935146601 1.1100315184348319 0.011961904614203434 0.007225920851015033 0.026840191694646243 1.0330054551967491 0.085602336947829372 0.02773037920220589 0.030416098052228335 0.53219209090528141 0.013665985292078631 0.01592051930595062 3.0691681984057739 0.0061722759055555798 0.0040416191695840098 0.49807086383081589 1.0020269826421624 0.071226997892367971 0.56199879383829154 0.62625633327305452 1.0399889333853747 0.057837804736180942 0.023530466448482557
leaf_count=84 2208 37 23 34 39 115 7 3 318 31 13 20 272 117 17 18 207 46 22 145 5 3 55 12 33 184 247 192 26 100
internal_value=-1.06309e-07 0.000670424 0.000530026 -0.0481849 0.00564717 0.0313785 0.0541459 -0.000333043 0.000795141 0.0390389 0.0526018 0.000664928 0.00543388 0.0527927 -0.000123046 -0.00576073 -0.00142079 0.0318718 -0.0129845 0.000430607 0.0607419 0.0284744 0.00124012 0.00181189 0.00473834 0.0120962 -0.00014361 0.00237166 0.00721846 0.0503848
internal_weight=46.44 8.18677 8.14951 0.044111 0.0217794 0.0372598 0.0309767 0.0141342 8.1054 0.0275036 0.009255 8.0779 1.14545 0.112443 6.93245 0.619925 0.592195 0.0600026 0.0295865 6.31252 0.0136341 0.00746183 5.20249 4.70442 1.63525 0.633226 38.2532 1.74761 0.707625 0.0813683
internal_count=4633 1860 1638 118 84 222 107 100 1520 54 97 1466 409 137 1057 310 293 86 68 747 47 42 429 374 229 217 2773 565 373 126
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=31
num_cat=0
split_feature=0 4 2 3 3 3 3 1 1 0 0 4 3 2 4 4 4 2 2 3 4 1 0 0 3 1 4 1 4 3
split_gain=0.000383278 0.00624561 0.00222835 0.00505988 0.00514508 0.00266842 0.00331614 0.00131923 0.00147557 0.00150186 0.00122497 0.000831292 0.000788698 0.000722413 0.000578051 0.0015569 0.00139629 0.00176202 0.0171139 0.0368274 0.0282942 0.00238855 0.00498759 0.00305533 0.00558905 0.0123833 0.0194055 0.0213973 0.00502511 0.00197374
threshold=102.75018128760001 40.00488309970001 -0.078504999999999991 0.086375000000000021 0.085715000000000027 0.079745000000000024 0.078385000000000024 89.89935142405001 80.677940036650014 104.61328277200001 102.21786657775002 47.927946529500012 -0.222165 -0.15734499999999998 42.081757894750005 42.027798546600003 43.157831852650006 -0.09715 -0.085550000000000001 0.097645000000000023 42.498713093000006 62.425997789000007 96.741477366050006 86.393602021950016 0.10020000000000003 62.057679025150001 42.477827694800006 62.095317438950012 42.876019054300009 0.086375000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 12 3 4 5 6 7 8 -3 -10 14 -11 -2 -13 15 -1 17 -16 19 20 -19 23 -23 -20 25 -25 -27 -28 -29 -22
right_child=1 2 -4 -5 -6 -7 -8 -9 9 11 -12 13 -14 -15 16 -17 -18 18 21 -21 29 22 -24 24 -26 26 27 28 -30 -31
leaf_value=5.5691605212331564e-05 -0.0061124167494199487 -0.10004402135185766 0.00026132713493927037 -0.10010597388362973 0.09254299328258378 -0.10007090218254643 0.068899029503010856 -0.10007608713614771 -0.10011102586776886 0.042759772699913948 0.004720139852645181 0.016906018238054512 -0.1000454852159377 -0.067921532523715952 0.0010943845635138503 0.0038433355642156306 0.00050415284100528744 0.020327535379134044 -0.0057488486821426956 0.057528524462919894 -0.071288221909086874 -0.011740598801313364 -0.00028030257166921567 0.0018410719810731649 -0.0019633497805912254 -0.026532573341227675 -0.012598035365850736 0.1005902657938733 0.054279319855273268 -0.10143256128441927
leaf_weight=33.088900057991964 0.0010184999535214345 0.0018758371552484174 0.5398994413042536 0.0072704539241001944 0.0044205365394045506 0.0039537277570782505 0.0041685465011793701 0.0024045666390946083 0.00137729462385039 0.0043788737986574233 0.55103931638195902 0.0023104537467589217 0.0073048115523038915 0.0017754063648851024 1.5812246655736428 1.1220282536232833 5.3780377806809296 0.031796039696018297 0.5840971199367696 0.033505700509067537 0.03626485233371568 0.59949070607932098 1.0360318882861745 0.51248975022463117 1.0527797370450569 0.041757670231163502 0.037021330965217203 0.046377558202948421 0.047353851376101375 0.054160498523742717
leaf_count=1846 91 35 248 114 13 69 48 90 36 32 48 14 368 36 108 28 960 22 147 19 21 70 35 6 19 4 13 59 5 29
internal_value=1.29923e-06 -0.00254844 -0.00130099 -0.0261567 -0.00599398 -0.0255756 -0.00947284 -0.032606 -0.0187608 -0.00326868 3.36844e-05 0.0124885 -0.0885512 -0.0199536 -2.33437e-05 0.000179916 -0.000651367 -0.0017427 -0.00283337 -0.0353505 -0.0608123 -0.00155379 -0.004481 0.000508124 0.0026112 0.00964184 0.0328162 0.05177 0.0771936 -0.0893433
internal_weight=46.4165 0.582158 0.573835 0.0339357 0.0266652 0.0222447 0.018291 0.0141224 0.0117179 0.00984203 45.8344 0.00846473 0.00832331 0.00408586 45.2833 34.2109 11.0724 5.69435 4.11313 0.155727 0.122221 3.9574 1.63552 2.32188 1.73778 0.685 0.17251 0.130753 0.0937314 0.0904254
internal_count=4633 1194 735 487 373 360 291 243 153 118 3439 82 459 50 3391 1874 1517 557 449 91 72 358 105 253 106 87 81 77 64 50
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=31
num_cat=0
split_feature=3 4 4 3 2 1 0 0 4 3 1 0 3 3 2 4 4 2 2 3 0 0 3 1 0 3 4 4 4 0
split_gain=0.000445742 0.00315591 0.0093547 0.0114345 0.00994467 0.00839915 0.00706094 0.00671399 0.00326247 0.00306818 0.0258669 0.0660959 0.00238636 0.00427108 0.00168505 0.0116734 0.00630728 0.010137 0.0150873 0.00152648 0.00114295 0.013706 0.0204517 0.00129964 0.00112702 0.00276284 0.0241616 0.0309064 0.0105072 0.00252182
threshold=0.079605000000000023 35.771221912400001 37.500638522700008 -0.093130000000000004 0.0041150000000000015 70.663433500700009 92.168410086200012 91.109157582800023 34.515670600900002 0.077080000000000023 72.327589083450007 86.681267041950008 -0.22831499999999999 -0.10978499999999999 -0.038374999999999999 38.911218973650008 41.559097512700014 0.039090000000000007 0.26597500000000007 0.079025000000000026 86.162394622750014 85.823648898300021 -0.11595499999999999 62.046925192600007 86.162394622750014 0.089345000000000022 42.620627117000005 40.722669576350008 39.571921479100006 85.990333302400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 12 6 7 8 -1 14 11 -11 -3 -14 20 -16 17 -17 -19 -12 21 -4 -23 -22 25 26 27 28 -2 -27
right_child=24 2 9 -5 -6 -7 -8 -9 -10 10 19 -13 13 -15 15 16 -18 18 -20 -21 23 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.063316958053652547 0.02027135960992793 -0.10030506038192416 0.00043086069777434669 -0.10062066210916332 0.079963220233499943 -0.077800472892712302 0.099789906861908695 -0.10067059901083718 0.083842530213319486 -0.089503411329246996 0.0045255994094099833 0.097560502214068909 0.092176854409317735 -0.10036476456282423 -0.056140009644868732 0.072041702355291823 -0.0046899155063889414 -0.094191062350186455 0.053654337114861443 -0.0031542243043385975 0.0057269976806555087 -0.094163242714653886 0.015200062349625369 0.00057043308852510485 -0.00045835396603458549 -0.00069906087397256017 0.0007121779672019027 0.087041931330427369 -0.085288008411599253 0.0036482567429470189
leaf_weight=0.0019422328533164057 0.023080477894146578 0.0062391251626952027 1.050211599691292 0.020218488303242022 0.0095432211557255897 0.0058777384405372937 0.015249702659275499 0.0044180686672916645 0.0067151576700696936 0.024780694061518616 0.53583675390348495 0.079436876083377683 0.0022727599506424667 0.0023365071941476856 0.041580805381484898 0.028775456390576437 0.5336296693948126 0.01249817942076703 0.01541608830072505 0.50061503189948864 0.54617927852717318 0.038432238431481025 0.030806110969933687 4.649698954396503 28.554547123206362 6.8126792042706423 1.0941756663672633 0.074339439417407505 0.015943258044217146 1.6593665291748037
leaf_count=84 37 27 292 34 16 115 7 3 13 20 174 119 30 11 32 18 207 46 22 104 20 34 10 422 2147 316 167 57 11 38
internal_value=9.66035e-07 0.000671786 0.000544239 -0.0473309 0.00550637 0.0309841 0.0535579 -0.000361753 0.0508282 0.000784624 0.00559134 0.0530807 -0.0599926 -0.0054254 -4.59373e-06 -0.0049281 -0.00132085 0.0303927 -0.0125411 0.000816179 0.000488044 -0.00241025 -0.0455044 0.00111248 -0.000142249 0.000790253 0.00526526 0.0492113 -0.0228552 0.000152421
internal_weight=46.3968 8.16271 8.12851 0.0406101 0.0203916 0.0342029 0.0283252 0.0130755 0.00865739 8.0879 1.14067 0.104218 0.0108484 0.00460927 6.94723 0.6319 0.590319 0.0566897 0.0279143 1.03645 6.31533 1.11945 0.0692383 5.19588 38.2341 9.67958 1.20754 0.113363 0.0390237 8.47205
internal_count=4633 1860 1638 118 84 222 107 100 97 1520 417 139 68 41 1103 325 293 86 68 278 778 336 44 442 2773 626 272 105 48 354
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=31
num_cat=0
split_feature=3 3 3 0 3 0 2 2 1 1 2 2 0 2 2 2 3 2 2 4 2 0 0 3 1 0 2 2 0 1
split_gain=0.000390626 0.00478126 0.00192634 0.00281665 0.00784936 0.00649806 0.0248654 0.0118889 0.00332601 0.00287306 0.00170248 0.00866198 0.00692152 0.00383157 0.00317021 0.00710853 0.0315134 0.0212025 0.0039062 0.00235691 0.00990434 0.00626983 0.00201765 0.00160557 0.00632943 0.0204356 0.00313603 0.00703096 0.00197387 0.00442753
threshold=0.092015000000000027 0.092185000000000031 0.088145000000000015 87.261973998100004 0.090235000000000024 94.848802842250009 -0.051199999999999996 -0.08158 68.846035804500005 75.180043159850015 -0.076544999999999988 -0.083834999999999993 102.32271644485002 -0.088465000000000002 -0.053874999999999999 -0.070854999999999987 0.10020000000000003 -0.059424999999999999 -0.036264999999999999 41.489621506400006 -1.0000000180025095e-35 87.842680954300008 86.474255765850003 0.08673500000000002 62.165217350350012 86.866770652900016 -0.101255 -0.08725999999999999 85.431134011250023 61.923256118600001
decision_type=2 2 2 2 2 2 2 2 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 23 4 -4 6 7 8 -5 -7 11 13 -13 -3 15 -12 -17 -18 -16 20 -20 -21 -22 28 25 -25 -26 -28 -1 -30
right_child=1 10 3 5 -6 9 -8 -9 -10 -11 14 12 -14 -15 18 16 17 -19 19 21 22 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=0.017314624660702056 0.0094747060075800471 -0.00054313645234966234 -0.013786806068815528 -0.011503636199694162 -0.0013671861693311026 -0.0072529026193159582 -0.045223777039116203 0.06524917460911149 0.029346694584558637 0.0012014413680915749 0.00088365512225401031 -0.0163865227370418 -0.00052858871683030071 0.0075468848131488749 -0.0046591269922093394 3.4706939253896958e-05 0.081369264855788145 0.015002059966429114 0.013450138274252796 -0.010604227874777586 0.0039679435957440286 0.00097930422056340268 -0.0009775114372102421 0.054313979172965848 -0.004955379840571917 -0.025483649458882537 0.011905382914757344 -0.0036526065311354634 -0.030693695864526305 -6.8073508015668063e-05
leaf_weight=0.064972599605538472 0.55621326189657594 5.3923577266612481 0.63606284314667716 0.037674908365261217 2.5450600262374135 0.53564866934993949 0.047987958278355669 0.076485578167194035 0.042319410524214618 1.610549424479667 2.4899945878783272 0.61295980321007881 0.49955280232019283 0.65673287072878306 1.6003967222798809 0.56530368601193082 0.092542501922594389 0.10031916535808671 0.66243206542778921 0.60141031155839675 1.1155643818729117 2.0950988700194486 3.1668438066283597 0.083880049885010188 0.53846125793909694 0.051980714895762503 0.59235200604883409 0.56997533752991436 0.047324967032379983 18.682631204220009
leaf_count=652 18 495 88 24 48 44 31 16 19 239 60 55 9 56 47 18 32 30 40 56 39 87 150 46 78 16 24 90 32 1994
internal_value=1.43434e-06 0.000331686 -0.000253641 -0.00191076 -0.00385048 0.000714237 0.0177483 0.0370601 0.0101074 -0.000908596 7.29032e-05 -0.00115628 -0.00926582 0.000335175 0.000777708 0.00346505 0.0119429 0.0468476 -0.000166801 0.000774068 0.00207098 -0.0016042 0.000310776 0.000190669 0.00301266 0.0237832 0.00135349 0.00427615 -8.50971e-05 -0.000145455
internal_weight=46.3711 20.2077 26.1634 5.53179 3.18112 2.35067 0.204468 0.15648 0.0799943 2.1462 19.6515 7.1616 1.11251 6.04909 12.4899 3.24816 0.758165 0.192862 9.24175 7.64135 4.94484 2.69651 4.28241 20.6316 1.83665 0.135861 1.70079 1.16233 18.7949 18.73
internal_count=4633 1192 3441 509 136 373 90 59 43 283 1174 615 64 551 559 140 80 62 419 372 229 143 189 2932 254 62 192 114 2678 2026
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=31
num_cat=0
split_feature=1 1 4 3 2 3 3 1 4 0 0 4 0 1 3 3 3 3 4 0 2 0 1 0 0 0 4 3 1 2
split_gain=0.000463507 0.00293917 0.00216391 0.0334396 0.0306329 0.00330399 0.0020537 0.00200671 0.0017499 0.00161061 0.0013907 0.00477561 0.00422732 0.00245319 0.00354327 0.00585457 0.0341827 0.00601508 0.00784494 0.0116372 0.00486007 0.00328359 0.00303553 0.00285685 0.00613307 0.00231162 0.00227726 0.00319227 0.00125382 0.00114853
threshold=61.950140699950005 61.966271448700006 41.444941515100005 0.090665000000000009 -0.084729999999999986 0.093325000000000033 0.10385500000000002 61.987779113750001 40.621691032550004 84.226704768850013 86.474255765850003 40.21994457600001 86.624809421150005 62.020040611300011 0.082325000000000023 0.088145000000000015 0.082855000000000026 0.087795000000000026 43.384297312450009 86.345209775600011 -0.064729999999999996 86.208098410950015 62.036171360100006 86.208098410950015 85.990333302400003 86.264556031700025 40.986363433950011 0.096480000000000024 62.095317438950012 -0.16164499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 -1 9 8 -3 -7 11 -9 -12 25 28 16 -16 18 21 23 22 -18 -17 24 -20 -13 -24 -28 -15 -14
right_child=1 7 3 4 -6 6 -8 10 -10 -11 12 13 29 14 15 20 17 -19 19 -21 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0047295392574078048 0.0071388217434051483 0.00021412349960817361 -9.720874510570818e-05 0.008239760837055677 -0.097926937848030499 0.00061840335606953086 -0.00063104929397254754 -0.0071035877919951619 -0.0077594960803996907 0.0063600245484882259 -0.0063081499211771353 0.001464799080487723 0.0093888699080575504 -0.0054675663438036098 0.0019641959353865531 0.0054846647032799302 0.060577211221094433 0.010411668551379908 -0.10020816868918039 -0.10103810310249622 0.010565981977039531 0.10049819357077311 0.0023849780913658648 0.10029329164622865 0.10005866549909506 -0.0043424482499402756 -0.0094123612028307897 0.0013940089107639339 0.0013568878071525984 1.1003869943629252e-06
leaf_weight=1.0516422757890689 0.59006809986089948 0.50170557559937268 1.5912569837660946 0.044786970370751078 0.069122706473962015 0.86568774366605783 2.090547727098965 0.6439054718498366 0.60972879624250709 1.1214933509472755 1.0886578077770561 2.1041455610306916 0.13094854538986922 0.54316887504592137 0.53317682961642265 1.0890844734094565 0.0361954372854143 0.020474514119541709 0.0027498290616279073 0.0061263814568519584 0.66905179176219975 0.04783081728965044 1.0204709057452421 0.0085717141628265381 0.0034449037630110979 1.0166288733016697 0.56475587161162344 0.5298126665445011 0.53377683251285646 27.23076293875561
leaf_count=249 23 9 329 22 38 23 48 85 92 25 26 89 654 23 5 20 35 3 63 1 71 13 8 1 2 10 27 31 63 2545
internal_value=2.54309e-06 0.000134028 -0.000757853 -0.00384398 -0.0561843 0.000268073 0.00155695 2.7869e-05 -0.00416017 0.00385877 0.000150933 0.00120734 -0.000197115 0.00182037 0.00307084 0.00429612 0.0130127 0.0599913 0.0696666 0.0148292 0.002814 0.0833017 0.00119532 0.0629009 0.0111606 -0.00042698 -0.00101337 -0.00418167 -0.0020851 4.60287e-05
internal_weight=46.3598 39.5252 6.83454 1.70517 0.11391 5.12937 4.07773 38.9352 1.11143 1.98718 37.8237 9.37337 28.4504 8.72947 5.60869 4.53175 0.65857 0.125394 0.104919 0.0208928 3.87318 0.0840263 3.20412 0.0147664 0.00619473 3.12077 2.11504 1.09457 1.07695 27.3617
internal_count=4633 3899 734 389 60 345 96 3876 101 48 3775 550 3225 465 366 280 123 118 115 67 157 48 86 66 65 99 66 58 86 3199
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=31
num_cat=0
split_feature=3 1 0 0 2 3 3 0 2 4 2 1 3 0 2 3 0 4 3 1 2 3 2 1 2 3 4 4 1 0
split_gain=0.000462306 0.00228006 0.0171445 0.00951486 0.00783588 0.0212197 0.00216423 0.006007 0.00265599 0.00851717 0.010663 0.0045114 0.00411944 0.00181231 0.00349618 0.00142255 0.0109808 0.0194596 0.00172052 0.00158535 0.00873917 0.021675 0.00785318 0.00751809 0.00299062 0.00163762 0.0051373 0.0158934 0.00120781 0.00106839
threshold=0.10249000000000003 71.053259929650025 98.51854819030001 97.722764583650005 -0.071969999999999992 0.11636500000000001 0.10646500000000002 85.823648898300021 -0.070854999999999987 41.32819714970001 0.05642500000000001 62.334590212600006 0.43380000000000013 86.036037090600004 -0.117885 0.096480000000000024 86.692020874450009 41.444941515100005 0.094780000000000017 61.917879202350001 -0.082275000000000001 0.08376500000000002 -0.06828999999999999 61.546871980350012 -0.017745 0.092015000000000027 41.542492784600007 42.720329370750001 55.782817748650011 87.261973998100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 6 3 -3 -4 -6 7 -2 13 10 -10 12 -11 -8 -15 18 17 -17 19 20 -1 22 -22 28 -23 29 -27 -28 -24 -21
right_child=1 2 4 -5 5 -7 8 -9 9 11 -12 -13 -14 14 -16 16 -18 -19 -20 25 21 24 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0013855528357520049 0.00061278814803836939 -0.089627126775001967 0.0030059400976468671 0.0038660389969648341 0.0064517327368684707 -0.095889263491795607 -2.1661154253708e-05 -0.010740898109434941 0.01729716616281534 -0.01216321381102043 0.0013105380215259594 0.0020882710941842976 0.00026613770342838548 0.0011105284062748108 -0.01002281416260517 0.055677438839699403 0.00081632980308658613 -0.015767624770109005 -0.0054106735505456303 -0.00079386420645413908 -0.10031513010929215 -0.10068460529966017 0.029772826279541687 0.10012888269848289 -0.048597704844599021 0.00058249914359183481 0.038355813176180281 0.0018051353482433502 -0.10027211281169389 0.0005038131156733191
leaf_weight=1.0545793141243374 1.4461096114973782 0.036178923172265343 0.53283825420001951 0.015569990007492152 0.058538038084540833 0.030983423034344426 3.0805221491797257 0.68755892977787869 0.69215452024582269 0.57020785887905867 1.0503557799966072 1.5504102011996108 0.50087907910346985 0.54016863200376974 0.59029544598628525 0.097552144258091444 2.741783270735997 0.062579027416461486 0.57904945650943318 11.732821569388088 0.0032192280086746896 0.02561749830925919 0.0010013913626213391 0.014827129169134423 0.019348853162910018 4.121126798969641 0.15285629321573058 0.53658593058018678 0.0024901571777822262 13.814905689119085
leaf_count=321 24 41 92 40 40 39 61 46 40 41 23 21 2 34 27 37 232 29 85 691 3 18 115 6 38 122 46 42 19 2258
internal_value=2.52402e-06 -0.000550999 -0.00619195 -0.0614973 -0.00159333 -0.0289685 -0.000195903 -0.00304585 0.000513235 0.00224204 0.0076607 -0.00135975 -0.0063508 -0.00127839 -0.00470298 0.000182746 0.00230294 0.0277568 -9.17259e-06 9.01857e-05 -0.00360273 -0.0387613 0.0437279 0.0690413 -0.0782718 0.000226559 0.00191913 0.00990879 -0.0629747 -9.21466e-05
internal_weight=46.3431 11.3828 0.674109 0.0517489 0.62236 0.0895215 10.7087 2.13367 8.57499 4.36401 1.74251 2.6215 1.07109 4.21099 1.13046 34.9603 2.90191 0.160131 32.0584 31.4794 1.12108 0.0665043 0.0215379 0.0183187 0.0449664 30.3583 4.81057 0.689442 0.00349155 25.5477
internal_count=4633 571 252 81 171 79 319 70 249 127 63 64 43 122 61 4062 298 66 3764 3679 520 199 143 140 56 3159 210 88 134 2949
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=31
num_cat=0
split_feature=1 2 2 2 4 4 0 2 2 1 4 0 4 0 0 3 3 0 3 0 3 1 2 2 4 1 4 3 3 1
split_gain=0.000435116 0.00163284 0.00484368 0.00167252 0.00169527 0.00655435 0.00805589 0.00195926 0.00135516 0.00169522 0.00280189 0.00118248 0.00401829 0.00303869 0.00205749 0.0167914 0.0157172 0.0239589 0.0214037 0.00438287 0.00360087 0.00348972 0.00572838 0.00318014 0.0020904 0.00198481 0.00693075 0.000841993 0.00401746 0.0505232
threshold=61.987779113750001 -0.095074999999999993 -0.11963999999999998 -0.091639999999999985 42.055256506450007 40.636252116050009 85.769879735700016 -0.082484999999999989 -0.053874999999999999 61.944763783650011 40.21994457600001 86.474255765850003 40.21994457600001 86.624809421150005 85.823648898300021 0.08326500000000002 0.089045000000000027 85.769879735700016 0.10336500000000003 86.09518316945001 0.10385500000000002 62.020040611300011 -0.082404999999999992 0.022350000000000005 42.320906304050006 61.993156030000002 42.620627117000005 0.079605000000000023 0.077080000000000023 72.327589083450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 8 -7 -6 -5 10 -10 12 -2 -13 15 -14 24 18 -18 20 23 -21 -23 -16 -17 -26 -27 28 -15 -30
right_child=11 3 -4 4 7 6 -8 -9 9 -11 -12 13 14 27 19 16 17 -19 -20 21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00045514583569308646 -0.0064789352949923499 0.0054050695491128075 -0.011096577695045998 0.0031390132375744362 0.0069477274019757677 0.0011991127324931115 -0.015303593641432085 -0.00027371852702636872 0.0063252504631894808 -0.0038830495183050972 -0.0036283535129301124 -0.0053414268916930439 0.0010178696507779827 -0.00016278652201855246 -0.01167191420844433 0.096140788907992492 -0.098403931405812536 0.077807178105233979 0.021218609748769705 -0.0019645766819691365 0.0006550741796715043 0.0024870174198379762 0.012456905305714559 -0.00071701210583591593 0.10015081406935498 0.098496722497143724 -0.10010844987828432 -0.00025860786956190447 0.084604841481027995 0.00068993849223836104
leaf_weight=1.0570227556314158 0.64738165528999658 0.53318464483800188 0.55281398195847931 1.4403099518458478 0.59261677604808927 0.54288463761175865 0.64993712891009636 1.026426369625457 0.62025619469348858 0.98109390469937796 0.51981922689719795 1.0939350676926576 1.0320794942653355 4.8192106090536688 0.56331495287304301 0.036037028050905806 0.023505138277657878 0.037963309034239501 0.041132735284918454 1.0406572501233311 2.0449254283503251 2.6478575196460952 0.7366308506989302 0.50037033344278825 0.0044199731200933456 0.004181845532002626 0.0030304196979784592 21.418683562953021 0.077089292515040708 1.0356049374305871
leaf_count=427 85 12 53 27 28 55 48 141 49 9 9 26 103 794 44 8 40 14 32 15 22 39 65 4 1 2 76 1990 126 289
internal_value=2.08672e-06 -0.00064366 -0.00351169 2.48457e-05 -0.000425256 -0.001377 -0.00779278 0.00236954 0.000771787 -0.0008356 0.00178689 0.000147543 0.00112227 -0.000173323 0.00168685 0.00556514 0.0367965 0.0147523 -0.0222813 0.00107819 -0.00179957 0.00309978 0.00465695 -0.0065186 0.0842434 0.0473848 0.0150476 3.33846e-05 0.0010877 0.0065037
internal_weight=46.3244 8.51637 1.60984 6.90653 6.37334 4.7543 1.19282 1.61904 3.56148 2.12117 1.14008 37.808 9.36349 28.4445 8.71611 1.18235 0.15027 0.102601 0.0646379 7.53376 3.10861 4.42515 3.38449 1.06369 0.0476693 0.0116322 0.00721227 27.3506 5.9319 1.11269
internal_count=4633 858 480 378 366 197 103 169 94 67 58 3775 550 3225 465 276 173 86 72 189 70 119 104 48 87 79 78 3199 1209 415
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=31
num_cat=0
split_feature=4 4 4 0 1 1 0 1 0 0 2 3 4 2 4 1 4 4 1 4 3 4 0 2 2 2 0 1 4 2
split_gain=0.000403229 0.00172783 0.0027257 0.0019517 0.00239776 0.00183356 0.00790487 0.0167599 0.0233057 0.0282818 0.00357124 0.0203556 0.0243518 0.0198673 0.0042454 0.00276322 0.00240432 0.00151334 0.00150658 0.00657484 0.00693179 0.00320487 0.00231468 0.00201791 0.0167345 0.0277544 0.0458502 0.00246536 0.00450338 0.0022917
threshold=40.542362378300005 40.148327922700012 40.003678352300007 85.823648898300021 61.821094709650005 69.999384342500022 96.082805124100005 70.182199495350019 94.770837556450019 95.050437202000012 -0.053874999999999999 0.092485000000000026 39.065416244600009 -0.095074999999999993 39.032633164100012 61.987779113750001 34.969856643350006 40.806664626150003 61.993156030000002 41.184662530950007 0.090665000000000009 41.11191809080001 87.261973998100004 -0.079789999999999986 -0.074029999999999999 -0.072755 85.990333302400003 61.86411003975001 43.847983878700006 -0.095074999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 7 -7 -9 -10 11 15 13 -13 16 -5 -12 -2 21 20 22 -19 -20 29 -25 -26 27 28 -27 -23
right_child=17 -3 -4 5 -6 6 -8 8 9 -11 14 12 -14 -15 -16 -17 -18 18 19 -21 -22 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=8.4950532426735436e-05 -0.0018808193685032591 0.0020035319768060308 -0.0049938974665148274 -0.0035538244744660811 -0.0081547611485521063 -0.0036757406536892137 0.0010035740279660994 -0.10061382915095272 0.042287366841503526 -0.10039828140396406 -0.00078205535968327202 0.049707304968576685 0.086012257068744505 -0.038787687489463638 -0.0044775291004110858 0.006312766642343569 0.0083154537102810549 -0.0089496124770983114 -0.0032246181614442116 -9.7825131663001552e-05 0.014565663341095107 -0.0059880720829762141 0.0059251024257833485 -0.10050125757846121 0.10079360895052764 -0.088582820251218997 0.034032591955583669 -0.10105192999184849 0.076757424342052682 0.00091313973273886209
leaf_weight=0.90132900950448347 4.6257606547646111 4.774973789397019 1.0980412732563412 0.51146667770132148 0.58070622939691874 0.58087010414237727 5.2598864920284383 0.045887834654777748 0.040614275225713925 0.021112617609531981 0.5246517495834262 0.054279247007798404 0.066856925586762372 0.047630244331230531 1.0574382102778939 0.63779935925775533 0.6509136202512309 0.52100214741858586 0.53375531143047339 18.649808534618387 0.64347388368798863 0.56687096040055474 0.57362870244826514 0.018698854328249581 0.022964071482419968 0.0056662409999226893 0.06852269938099198 0.04259179721493922 0.0023225662627806565 3.183079123630705
leaf_count=179 166 176 72 12 98 46 705 73 24 37 13 26 13 22 52 90 51 27 23 2137 41 207 79 15 1 100 20 28 39 61
internal_value=3.04158e-06 0.000393138 -0.000243445 0.000231556 -0.00314362 0.000758128 -0.000315312 -0.0103913 -0.04664 -0.00651579 0.00255626 0.00668401 0.039114 0.0083467 0.00011985 0.00192176 0.00425526 -0.000220152 8.91963e-05 0.000452233 0.00631135 -0.00158198 0.00151497 -0.000600435 -0.0115712 0.000133711 -0.0192743 -0.0914904 -0.0405139 -0.0001301
internal_weight=46.3126 16.8545 12.0795 10.9814 1.48204 9.49941 5.94837 0.688485 0.107615 0.0617269 3.55104 1.31803 0.168766 0.101909 2.233 1.14927 1.17557 29.4581 24.8324 20.4007 1.75086 4.43172 1.10738 3.91072 0.160766 0.142067 0.119103 0.0505806 0.00798881 3.74995
internal_count=4633 1689 1513 1441 277 1164 885 180 134 61 279 163 61 48 116 102 64 2944 2778 2280 143 498 102 471 203 188 187 167 139 268
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=31
num_cat=0
split_feature=0 3 1 1 3 3 0 0 2 2 2 4 0 0 4 2 0 1 3 2 1 2 1 0 4 2 2 3 4 0
split_gain=0.000424091 0.00205713 0.00932222 0.00808962 0.0039876 0.00395904 0.00258977 0.00278785 0.00238741 0.00345727 0.00226018 0.00303121 0.0018546 0.00178521 0.00134288 0.00116507 0.0011549 0.00603449 0.0122026 0.005844 0.00512159 0.0300982 0.0117046 0.00190072 0.000947201 0.00167213 0.000808675 0.00983657 0.00706253 0.00140088
threshold=97.886760529650019 0.078655000000000017 78.290589216800015 81.339300736700025 0.070640000000000022 -0.15849499999999997 109.30464220965001 113.1679565431 0.034600000000000013 -0.088274999999999992 -0.10040499999999999 42.686561923500008 98.230883170350012 97.615226258450022 46.095286511800005 -0.10434500000000001 101.11291028615001 78.962703749400006 0.091705000000000023 -0.078504999999999991 73.007768990450018 -0.072755 78.728807892050014 98.51854819030001 45.044778924400006 0.63131000000000015 0.059500000000000011 0.090235000000000024 48.96897326980001 104.86330937810001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 12 4 5 -4 10 24 9 14 11 -5 -2 -1 -9 -15 20 18 19 -18 -3 -22 23 -23 25 -8 27 28 29 -19
right_child=1 16 3 6 -6 -7 7 8 -10 -11 -12 -13 -14 15 -16 -17 17 26 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.9503476553110623e-06 0.010806653324004385 0.0013707138350729673 0.064118321765170391 0.06289140072544816 0.096988816949899206 -0.031630359299544546 -0.051173259950289887 0.01547262662985377 -0.10006731172843744 0.072178410366800824 -0.10007421889567043 -0.10003145084416372 -0.10006951045627964 0.00069184646067414735 -0.10011598335505152 0.0073183666117974805 0.018182914473224732 -0.1003321824804328 -0.025149066849570269 0.089186109659404114 -0.00089225251729776762 -0.061101066958023267 -0.023278875076843168 -0.10050485875242626 0.081594445713431205 0.10004231634692667 2.1097817169719858e-06 -0.0010879557304923203 0.054472961755460694 -0.045520382630723721
leaf_weight=39.769585612932893 0.0018918583292696911 1.0166021429531613 0.012035017507160184 0.0028190591408332466 0.016649380525413093 0.0067351169006677472 0.001776404025640943 0.0016089274251234751 0.002860589293883665 0.0040415284931896158 0.0048784212280885697 0.0019195436568679725 0.0074468838983605679 0.50747806928104922 0.0026781165641756033 0.55604738612600957 0.020266330776983921 0.016448873002015238 0.027302183779141842 0.027082446208482103 0.60123879153300563 0.017532332876726286 0.0519251834921306 0.040567131729631001 0.0051597126137039595 0.0012429343769326806 3.0376718376176113 0.51417526273129621 0.0043278224328915363 0.0065076037018926411
leaf_count=2847 4 20 32 31 30 22 48 108 59 9 56 71 87 18 30 38 31 101 36 26 109 19 17 48 33 1 142 229 37 294
internal_value=2.44129e-06 -0.000825665 0.0157631 0.029302 0.0613626 0.0297617 -0.00987562 0.0111873 -0.0212499 0.00582131 -0.0522952 -0.00310643 -0.077608 0.000113078 -0.0567356 0.00415642 -0.00105298 -4.55876e-05 0.0280941 0.0587952 -0.00318322 -0.00969213 -0.0577798 -0.0886142 0.0555621 0.0110758 -0.000632506 -0.0041928 -0.0627039 -0.0847944
internal_weight=46.2885 5.45539 0.0737435 0.0644048 0.0354195 0.0187701 0.0289852 0.0193682 0.0111892 0.00832857 0.00961702 0.0047386 0.00933874 40.8331 0.00428704 1.06353 5.38165 3.65378 0.074651 0.0473488 1.72787 0.711263 0.110025 0.0580995 0.00817905 0.00301934 3.57913 0.54146 0.0272843 0.0229565
internal_count=4633 1730 621 530 84 54 446 288 206 147 158 102 91 2903 138 56 1109 896 93 57 213 193 84 67 82 49 803 661 432 395
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=31
num_cat=0
split_feature=2 3 4 2 3 4 1 2 3 0 4 3 0 2 4 1 1 1 3 3 1 2 3 0 2 1 0 0 2 4
split_gain=0.000428502 0.00182675 0.00814967 0.00780111 0.00797943 0.00653579 0.00565434 0.00497555 0.00471968 0.00461588 0.010737 0.00406254 0.00342864 0.00189378 0.0103366 0.0227792 0.0300623 0.0104561 0.00263247 0.00252612 0.0033581 0.00165335 0.00578217 0.00605157 0.00281673 0.00842467 0.00162221 0.00119153 0.00358182 0.0135195
threshold=-0.036264999999999999 0.076835000000000028 36.558960102350007 0.63131000000000015 -0.093130000000000004 41.772405911750006 70.077349628250019 -0.027754999999999998 -0.245505 94.165934477050016 36.377496227400009 0.050735000000000009 117.77328532055002 -0.0057149999999999996 41.873095646600007 62.068432857650002 64.108972578700019 70.816675614150014 0.12376500000000003 0.10453000000000003 61.944763783650011 -0.051199999999999996 0.086255000000000026 97.615226258450022 -0.063379999999999992 70.663433500700009 87.842680954300008 89.057864029250013 0.063030000000000017 42.527280425250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 9 4 5 6 8 -8 -4 -2 -11 -6 -7 14 15 -3 -17 -18 19 27 -21 24 -23 -24 -1 -26 -16 -15 29 -29
right_child=1 13 3 -5 11 12 7 -9 -10 10 -12 -13 -14 18 26 16 17 -19 -20 20 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.000202474192465082 0.061193635303750188 0.0037312628001259598 -0.025950923172650284 0.045051569460937788 -0.10056886240891588 -0.10033981996918991 0.018124349783524559 -0.10019307936559221 0.048007758154180048 -0.10023275846152163 0.10015394799825131 -0.024289301297287555 0.045303872803900809 -0.0019832231643604342 -0.0050899533006571098 0.10063004734834101 -0.023237479469963768 0.040109504765058833 0.0063380218412302514 0.00093775910468172545 -0.01022352201143647 0.00037774381721956745 -0.015115224092232355 -0.00023135015193562417 0.012223254550769063 -0.0018407184930925155 0.00093939859198235564 0.044232092814912034 2.6939913628563748e-05 0.0018812379067477819
leaf_weight=26.164521430941576 0.020979367720426773 0.60573440570686665 0.013293571080026823 0.014397982169157331 0.021001277123201018 0.010742679102604097 0.0060731222038157293 0.0085692617007406824 0.0245875663199904 0.0065640440956798995 0.0045117856934666634 0.010459296420494368 0.001902638099750221 2.1513981071070214 0.56978818704556067 0.062041027473640042 0.045473456389956368 0.061022819476248102 0.60559409937065112 0.50534228031756256 0.57776557289775521 2.6030853354190557 0.59399817543142297 0.50576760361400375 0.72230607702872163 1.0380384083483347 2.0579151970597991 0.088271635781126068 6.654600777861611 0.51597443134924248
leaf_count=3076 16 40 26 26 40 123 3 44 30 52 1 26 11 132 41 24 13 36 67 4 76 37 41 12 67 57 86 100 281 45
internal_value=1.81935e-06 0.000449041 -0.0107948 -0.0236184 -0.0338504 -0.0138842 0.00165458 -0.0511194 0.0220535 0.0336215 -0.0186044 -0.0752092 -0.078426 0.000559985 0.00262414 0.0127788 0.0452962 0.0130606 -7.27059e-05 -0.000442683 -0.00501604 -0.000205249 -0.00219078 -0.00827033 5.80327e-05 0.00393002 -0.000367999 8.37047e-05 0.000696307 0.00806809
internal_weight=46.2717 14.644 0.143083 0.111027 0.0966294 0.0651688 0.0525235 0.0146424 0.0378811 0.0320552 0.0110758 0.0314606 0.0126453 14.5009 3.40198 0.774272 0.168537 0.106496 11.0989 10.4934 1.08311 31.6277 3.70285 1.09977 27.9249 1.76034 2.6277 9.41024 7.25885 0.604246
internal_count=4633 1343 398 329 303 237 103 47 56 69 53 66 134 945 240 113 73 49 705 638 80 3290 90 53 3200 124 127 558 426 145
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=31
num_cat=0
split_feature=4 4 2 4 4 1 2 3 3 1 2 3 2 1 3 1 3 1 0 2 4 4 0 0 3 4 1 4 0 1
split_gain=0.000511294 0.00863394 0.00710151 0.00920538 0.00132182 0.00136121 0.000998279 0.0038649 0.0132069 0.00975854 0.00300862 0.00212637 0.000785959 0.0113814 0.0103153 0.00360185 0.00342145 0.0021855 0.00121847 0.000668741 0.00758897 0.0177059 0.0411851 0.0005891 0.00543598 0.0353556 0.0282764 0.00134022 0.00312228 0.0150082
threshold=37.041406607950009 36.558960102350007 -0.09715 36.952388736350009 37.765550062200006 75.981203682750007 0.23643500000000003 0.094595000000000026 0.08079500000000002 68.20618276945001 0.28423000000000004 -0.17949499999999999 -0.09280999999999999 69.633754036750005 0.085855000000000029 68.20618276945001 0.091275000000000023 61.076391807500009 90.189704902150012 0.12616000000000002 39.788107623550012 41.641174900500005 88.350799540950007 96.870523356300012 0.093745000000000023 41.11191809080001 80.677940036650014 40.542362378300005 87.028078140750011 71.053259929650025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 -4 5 -2 19 8 9 -8 -11 -12 13 14 15 17 18 -1 -14 23 -21 -22 -23 27 -25 26 -26 28 -6 -30
right_child=4 2 3 -5 6 -7 7 -9 -10 10 11 -13 16 -15 -16 -17 -18 -19 -20 20 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.043287810639518073 0.0068093292964877122 -0.0926122804894043 0.015880570152594909 -0.062339584344567205 -2.2462540976473381e-05 -0.0002322173923931437 -0.059885841811053567 -0.0014556390217459149 -0.10024670540847379 0.079946405718570257 0.051333669675178217 -0.030446688051691539 -0.0016141831380652599 -0.001188160128850458 0.076378360927842615 0.09056556565678224 -0.0076438709993577429 -0.10013964458844303 0.0051670157065189541 -0.0015581846699607412 0.066923136647367945 -0.10079072849758181 0.060877332059147304 6.020080898833355e-05 -0.098045249979695742 -1.9518086263209241e-05 0.027479429947032674 -0.00022104524342377374 0.024341905520914048 0.001380036421294191
leaf_weight=0.0012931810582728319 0.58372124650273527 0.016435684848018384 0.034172144834218487 0.026880423467018133 6.6725932626422075 0.51828068766625957 0.014958097870931719 0.53888741293860676 0.017807621291010989 0.011488180836735751 0.0061940482519275974 0.0065324031558304796 0.5051952986004713 0.52424925818998303 0.034884753267860447 0.001615878616576083 0.57315088030953631 0.0059530886224707681 0.55724720006204365 0.59368352830313087 0.056246739931964385 0.028053218207417796 0.035952328704070169 6.3089211875139313 0.070471670117043694 0.56608392734034352 0.024077351821887083 25.014063547118816 0.31978161042707176 2.5912061199019618
leaf_count=69 67 41 39 12 177 62 17 48 77 19 13 30 16 181 46 2 115 68 116 48 26 26 39 1028 73 121 46 1784 146 81
internal_value=2.24917e-06 -0.00145752 -0.0342657 -0.0185585 7.79638e-05 0.00349763 -9.92672e-06 -0.00407447 -0.0288419 0.00361817 0.0428465 0.00935635 -0.000303838 0.00290095 0.0519036 -0.0444382 -0.00141677 -0.0745433 0.00194253 4.73549e-05 0.00308195 0.0259902 -0.00998074 -4.76573e-06 -0.00084353 -0.00947399 -0.0660798 0.0001642 0.00116973 0.00390247
internal_weight=46.2601 2.28108 0.0774883 0.0610526 43.979 1.102 42.877 0.595868 0.0569804 0.0391727 0.0242146 0.0127265 2.20359 0.567996 0.0437469 0.00886215 1.63559 0.00724627 1.06244 42.2811 0.713936 0.120252 0.0640055 41.5672 6.96955 0.660633 0.094549 34.5976 9.58358 2.91099
internal_count=4633 705 92 51 3928 129 3799 204 156 79 62 43 613 366 185 139 247 137 132 3595 139 91 65 3456 1268 240 119 2188 404 227
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=31
num_cat=0
split_feature=4 4 3 2 4 3 2 4 0 3 2 1 3 1 3 1 0 2 4 4 0 0 3 3 2 4 3 4 1 2
split_gain=0.000414982 0.00728226 0.00594208 0.00628831 0.00107417 0.00147387 0.000816983 0.00231536 0.0223972 0.0103188 0.000640805 0.00988133 0.00890786 0.0032044 0.00276085 0.0020097 0.000990728 0.000545442 0.00649863 0.015043 0.0364248 0.000482326 0.00644748 0.00808548 0.00519665 0.00518309 0.00422409 0.0313774 0.0260367 0.017655
threshold=37.041406607950009 36.558960102350007 0.090465000000000031 -0.011849999999999999 37.765550062200006 0.093745000000000023 0.23643500000000003 40.767054867700004 100.53758024625002 0.094595000000000026 -0.09280999999999999 69.633754036750005 0.085855000000000029 68.20618276945001 0.091275000000000023 61.076391807500009 90.189704902150012 0.12616000000000002 39.788107623550012 41.641174900500005 88.350799540950007 96.870523356300012 -0.098985000000000004 -0.22831499999999999 -0.090369999999999992 41.965446242000006 0.093745000000000023 41.11191809080001 80.677940036650014 -0.0309
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 -2 17 8 9 -8 11 12 13 15 16 -1 -12 21 -19 -20 -21 -6 23 24 -23 -25 -24 28 -28 -30
right_child=4 2 -4 -5 6 -7 7 -9 -10 -11 14 -13 -14 -15 -16 -17 -18 18 19 20 -22 22 26 25 -26 -27 27 -29 29 -31
leaf_value=0.039704858450532343 -0.00054526023409992531 -0.100659863184767 -0.0063773215379753561 -0.013887344476639181 0.00014785432890616727 0.006777439024183804 -0.019794460525431185 -0.0016040337121002658 -0.10065873034174783 0.086921416847337063 -0.0014511814847285251 -0.0010685097487131577 0.072996378697773992 0.088784682759767669 -0.0068515133974582868 -0.10012635319708595 0.0046667391420460577 -0.0014006590351185195 0.063044072443741314 -0.10071525735049239 0.056883888440240796 0.02098030463748916 -0.00021305843691739307 0.095954334754312379 -0.1001084643701957 0.008148944712820981 -0.09733813367274001 -1.7568539576761257e-05 -0.073868009940157214 0.099682588145041592
leaf_weight=0.001270165939623747 0.54386465007763873 0.019183730979995053 0.041150816447078298 0.014790687297235747 34.596963897709173 0.55571874219363071 0.021346344204529966 0.53347129503214497 0.02267312543629707 0.015743680214654887 0.50571861337994484 0.52463465113101615 0.032953635600755149 0.0014899901507305913 0.5753670743924485 0.0053872561460097217 0.55538858961565241 0.59437050859537865 0.053865361406508327 0.025401655328233907 0.034696999606467216 0.0099384316461952338 6.2629679941748426 0.020186818184356858 0.0055086272488749097 0.010079476264563514 0.064205953323551168 0.56609039123229632 0.010297604821357664 0.013606927514140388
leaf_count=69 92 37 39 16 2188 37 36 90 65 13 16 181 46 2 115 68 116 48 26 26 39 61 867 9 34 57 73 121 34 12
internal_value=1.18785e-06 -0.00131505 -0.0319316 -0.0628836 6.93735e-05 0.00315556 -9.80071e-06 -0.00369505 -0.0223603 0.0255035 -0.000270609 0.00263061 0.0498481 -0.0437791 -0.00127357 -0.073448 0.00175097 4.19218e-05 0.00279352 0.0246679 -0.0097279 -4.9757e-06 -0.000764353 0.0366676 -0.0222016 0.0667128 -0.00101173 -0.00865777 -0.0641692 0.0249204
internal_weight=46.2383 2.27734 0.0751252 0.0339744 43.961 1.09958 42.8614 0.593234 0.0597631 0.03709 2.20221 0.565736 0.041101 0.00814741 1.63647 0.00665742 1.06111 42.2682 0.708335 0.113964 0.0600987 41.5598 6.96288 0.0457134 0.0154471 0.0302663 6.91717 0.654201 0.0881105 0.0239045
internal_count=4633 705 92 53 3928 129 3799 204 114 49 613 366 185 139 247 137 132 3595 139 91 65 3456 1268 161 95 66 1107 240 119 46
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=31
num_cat=0
split_feature=3 3 0 2 1 1 2 2 0 1 3 4 4 4 3 2 2 3 2 4 4 4 2 3 4 0 3 3 2 1
split_gain=0.000451394 0.00215824 0.00545347 0.0098661 0.06158 0.00845237 0.00166032 0.0200855 0.0209546 0.0112372 0.00723903 0.00144414 0.00346851 0.00305077 0.0231278 0.0392221 0.00428333 0.00272496 0.00259617 0.00223846 0.00122982 0.00118377 0.0115908 0.016678 0.0111972 0.0243169 0.00623285 0.00670598 0.00542278 0.00396883
threshold=0.091290000000000024 0.08846500000000003 87.261973998100004 -0.14510999999999999 61.907125369850007 62.041548276350007 -0.086800000000000002 -0.056184999999999992 94.985914206850012 77.852370541550016 0.089835000000000012 42.055256506450007 41.808689985400001 42.546237522150008 0.12001500000000002 -0.066979999999999998 -0.083330000000000001 0.12376500000000003 -0.082654999999999992 41.675153845500006 40.858951393400005 39.788107623550012 -0.057599999999999998 -0.08138999999999999 38.110427674550003 90.189704902150012 -0.11595499999999999 -0.38221499999999997 -0.14174999999999999 62.245871094250013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 -3 -5 -6 20 8 -8 -10 -11 12 19 14 15 18 -15 -18 -13 -2 -4 22 23 26 25 -25 27 -1 -26 -28
right_child=11 2 6 4 5 -7 7 -9 9 10 -12 13 -14 16 -16 -17 17 -19 -20 -21 -22 -23 -24 24 28 -27 29 -29 -30 -31
leaf_value=0.065535210083508932 0.00061729301996756513 0.00221131890256467 0.00047728880740612403 -8.5788533056042828e-05 -0.052319657660505982 -0.10143775481920375 0.0779343059907011 -0.0027335181677558894 -0.10036856498879441 0.097993030578367391 -0.02850166321929349 -0.067008022910715656 0.0078602828226680462 0.0071999489573228619 0.0020026571844907011 0.026410056705595056 -0.0080231636441111236 2.0368748431344845e-06 -0.1012150148174551 -0.0059730049569756164 -0.0054307477013622058 0.00043408237282274178 -0.00048299721766401012 0.050519826445137118 -0.018979930342228449 -0.10023103557858737 0.097394359170623696 -0.074187887848319603 -0.10068247732015004 0.001465832778775559
leaf_weight=0.0055694579408634157 17.144995789791707 0.50737560059670272 1.0386713723140428 0.50436229305332536 0.076505299173959429 0.064631491138131381 0.066465528696426412 0.56749281432278542 0.011502004868816584 0.007896116254775265 0.010594108416157155 0.044916142991231922 0.6494389444353591 0.62242966353886586 0.52219516515117448 0.050604843670213451 0.58778162225241848 1.5101859162947731 0.043845799136761343 0.53136758248956439 0.53320930858302507 17.296878222700947 3.6914538409308943 0.024479195341398363 0.010139213150146986 0.019009299986489855 0.013111968387232983 0.008962938938772036 0.040865353477023802 0.0064268214974250162
leaf_count=64 870 16 42 18 40 27 13 77 9 23 26 29 50 112 23 24 103 22 20 23 34 2282 230 40 43 131 57 121 49 15
internal_value=4.33296e-07 -0.000293717 -0.00263641 -0.00822301 -0.0164246 -0.0748126 0.000244244 0.00443718 0.0466248 -0.0227601 0.025517 0.000332495 0.000682884 -0.00156615 -0.00765664 -0.0438492 -8.50355e-05 -0.00224636 -0.0839053 0.000419183 -0.00152682 8.22238e-05 -0.00151098 -0.0310273 -0.0526547 -0.015375 0.0289543 -0.0206398 -0.0844408 0.0658409
internal_weight=46.2134 24.5056 3.38871 1.15287 0.645499 0.141137 2.23583 0.663951 0.0964578 0.0299922 0.0184902 21.7078 18.3258 3.38196 0.661562 0.139367 2.7204 2.09797 0.0887619 17.6764 1.57188 21.1169 3.82002 0.128564 0.0944931 0.0434885 0.0340712 0.0145324 0.0510046 0.0195388
internal_count=4633 3357 325 101 85 67 224 148 71 58 49 1276 943 333 96 73 237 125 49 893 76 3032 750 520 263 171 257 185 92 72
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=31
num_cat=0
split_feature=2 0 2 3 0 2 2 0 1 0 3 3 4 3 2 0 2 0 2 2 2 3 4 3 2 4 4 0 2 3
split_gain=0.000413147 0.00203072 0.024423 0.00488761 0.00463692 0.00378929 0.00309413 0.00191983 0.00188145 0.001719 0.00128089 0.00207451 0.00126141 0.00796569 0.00916662 0.00121719 0.00202533 0.00193643 0.00200683 0.00121717 0.00152075 0.00316835 0.00221025 0.00204899 0.00129246 0.0171154 0.0544676 0.0545181 0.00570525 0.00183105
threshold=-0.092084999999999986 85.769879735700016 -0.096559999999999993 -0.27651499999999996 83.933662832600007 -0.13006999999999999 -0.23371499999999998 71.096275259750016 61.998532946250002 86.345209775600011 0.10487000000000003 0.092185000000000031 34.515670600900002 0.094385000000000011 -0.10771499999999999 76.535026057600007 -0.237895 73.921844754800006 -0.23381499999999997 -0.088465000000000002 -0.086139999999999994 0.10249000000000003 42.431220712750012 0.08919500000000001 -0.081844999999999987 42.654057868200006 41.542492784600007 86.135510041400025 -0.085550000000000001 0.086955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 -1 -5 -10 11 15 13 14 -11 17 -17 18 -9 -2 21 22 23 -21 25 26 28 -28 -22 -27
right_child=19 3 -4 8 5 -7 -8 10 9 12 -12 -13 -14 -15 -16 16 -18 -19 -20 20 24 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.10008900106738426 -0.00206604379084903 -0.067211632397516027 0.088712375470754806 -0.0027704103693835086 -0.071528170470919458 -0.085852998492369437 0.055007404811424458 -0.047978600181079738 0.0039716968048987816 -0.08408946854613604 0.055675032855769371 -0.06855857209130066 0.00032584361274598403 0.082054041864348934 0.098608570776383742 -0.055084003051707367 0.069166500875157078 -0.073444277721385287 0.028055814934418846 0.0072120687491169164 -0.049883729569275288 0.0090321371205771706 -0.0046323126177562927 -0.0015350867314424818 -5.9393328392615759e-06 -0.0037342935936759826 0.087025537165108524 -0.04122907341396493 -0.10163943904583997 0.003265791940330498
leaf_weight=0.0018222106072610924 3.1032748615449384 0.01068515881965737 0.030417892304663886 1.5708039719084865 0.0034256820186873149 0.015013856861855857 0.0044334282370073197 0.0046745848891289179 1.5870991534975463 0.0093778165308015804 0.0044061552587208999 0.0040731313629294155 8.61663636039553 0.011922330570705603 0.0038835396224443661 0.001681101577995836 0.0059734784180833006 0.0034298412504692585 0.013485249663631294 0.55935017382555263 0.03138056229175834 0.56074234996741612 0.58124275220143307 0.51377598094347832 27.062281301937112 0.56914653271110172 0.057337722941156244 0.078545104348769712 0.066296125156688923 1.0880040740901149
leaf_count=94 109 36 24 44 48 48 7 32 50 79 16 16 1408 28 12 88 37 153 46 34 13 20 40 13 1953 57 9 39 53 27
internal_value=-1.09209e-06 0.000506464 0.0152386 0.000390661 -0.0205667 -0.0564048 -0.000147776 0.000161882 0.000451878 0.000946708 0.00500443 -0.00169665 0.000391159 0.0227389 -0.030587 0.00761586 0.0418786 -0.00453192 0.00848354 -0.000177378 1.06683e-05 0.00253603 0.000334196 0.00302423 -0.00018254 -0.00271027 -0.0280536 0.0128898 -0.0850119 0.00086162
internal_weight=46.1746 11.9032 0.0928366 11.8104 0.0624187 0.022873 0.00785911 0.0395458 11.7997 10.2289 0.0377235 0.0333174 8.64182 0.0251837 0.0132614 0.0292443 0.00765458 0.0215897 0.0181598 34.2714 31.1681 2.21511 1.65437 1.07313 28.953 1.89071 0.23356 0.135883 0.0976767 1.65715
internal_count=4633 2266 609 1657 585 103 55 482 1621 1577 388 372 1527 119 91 356 125 231 78 2367 2258 107 87 47 2151 198 114 48 66 84
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=31
num_cat=0
split_feature=2 4 3 4 3 2 3 3 2 4 3 4 3 0 1 2 0 4 0 4 4 0 2 4 3 3 4 3 1 4
split_gain=0.000386052 0.00220737 0.00503321 0.00351439 0.0054056 0.00492648 0.00326808 0.00223848 0.00182666 0.00293869 0.00230933 0.00209149 0.00140712 0.0136827 0.00963289 0.00859908 0.000985561 0.000895578 0.00478679 0.0158876 0.00489847 0.000916113 0.000804151 0.000801867 0.00213151 0.00161925 0.00117442 0.000755084 0.0007183 0.00063282
threshold=-0.14008999999999996 39.955516828000007 0.67135500000000015 38.110427674550003 0.091385000000000022 -0.14510999999999999 0.050735000000000009 0.084365000000000009 -0.58835000000000004 35.771221912400001 0.09803000000000002 35.374259656300005 0.098950000000000024 87.727077254650013 71.397382570300024 -0.59496499999999986 89.711159354950013 41.32819714970001 86.420486603250012 43.384297312450009 43.477771593600004 86.780739992750014 -0.60414999999999985 48.109449608500007 0.080110000000000028 -0.25098999999999999 48.914776625700007 -0.086715 71.104340634100012 40.574766824850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 8 27 -8 22 10 11 16 17 -14 -15 -16 -10 21 19 -19 -21 -3 -1 24 -22 -25 -27 -5 -11 -2
right_child=29 12 -4 4 -6 -7 7 -9 9 28 -12 -13 13 14 15 -17 -18 18 -20 20 23 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.022422004234466872 0.00040792461827054776 -0.0040578355024952261 0.099462063077964624 -0.028054956342863965 -0.086682899891231679 0.089353786422767922 0.08097980778239075 -0.014181493202920094 -0.1000409331613029 -0.10009564029246881 0.099928533171107309 0.084380424426096515 -0.058655363385244269 0.079822611209335204 0.042685144261194255 -0.10015617006659108 -0.0062667526545498375 0.084013711784201889 0.0015486819271439815 -0.10093589511887487 0.038771310486916025 0.0018494583061105588 -0.10030556962877867 -0.024839707885800158 -0.078946586466235064 0.057260069818607207 0.0026298065026784442 -0.10019777217097742 -0.0016893836512751684 -0.00037743530427151398
leaf_weight=0.0022361378847262081 16.685355758614719 0.52190683260374771 0.0034511923595346152 0.0028827108714608585 0.016479668150543469 0.0052593492394649504 0.0046219111555316772 0.0053139270021089757 0.0016987088625436235 0.0028602465276117437 0.0030940079207147919 0.0019312229652541646 0.017730948237158262 0.029126315872417763 0.010649926577059432 0.0069744928182480228 0.0032942393690567756 0.029267794225239438 1.5824137397124429 0.0055861845611876451 0.0025978431395473197 0.52823403579070227 0.0032560854215990488 0.0090712908699881467 0.003770881671442794 0.0073884511366486541 0.0084192108870979609 0.0029207603282443975 0.0010014679467628407 26.642428523763783
leaf_count=47 1125 110 3 29 47 10 17 27 90 74 11 9 19 14 15 34 50 40 568 5 67 94 23 27 63 17 32 12 64 1890
internal_value=-1.16559e-06 0.00113182 -0.0177953 -0.0249136 -0.046653 0.00352245 -0.0047401 0.0300852 -0.01978 -0.000463807 0.0281042 -0.00398996 0.00154488 0.0161438 0.0445125 -0.0138413 -0.0381708 0.00119605 0.00265002 0.0290151 -0.0146861 -0.00108639 -0.0685956 0.000732837 -0.0309287 0.00883783 0.0281638 -0.0643629 -0.0745757 -7.49964e-05
internal_weight=46.1512 2.82344 0.0603016 0.0568504 0.032219 0.0246315 0.0157393 0.00993584 0.0193721 0.0138799 0.0100182 0.00692417 2.76314 0.0644817 0.0467507 0.0176244 0.00499295 2.69866 1.64852 0.0661017 0.0368339 1.05014 0.00549222 0.0312477 0.00636872 0.024879 0.0158077 0.00580347 0.00386171 43.3278
internal_count=4633 1618 513 510 132 378 85 44 368 298 160 149 1105 82 63 49 140 1023 819 251 211 204 70 206 130 76 49 41 138 3015
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=31
num_cat=0
split_feature=4 4 2 0 4 1 2 4 0 2 1 3 1 0 1 1 3 2 4 3 0 4 4 0 4 4 2 2 3 2
split_gain=0.00038563 0.00634911 0.00662815 0.00862982 0.000842515 0.00138995 0.000681019 0.00204661 0.0202196 0.00944522 0.000655626 0.00745468 0.00850148 0.00341283 0.00304941 0.0018895 0.00216278 0.00163128 0.0021315 0.00128465 0.00169871 0.0021194 0.00156188 0.0232725 0.0028142 0.016717 0.005682 0.00568877 0.00281372 0.00159933
threshold=37.041406607950009 36.558960102350007 -0.09715 92.168410086200012 37.765550062200006 75.981203682750007 0.23643500000000003 40.767054867700004 100.53758024625002 0.36215000000000008 74.757955233350017 -0.098985000000000004 75.629015667650023 96.978061681550017 79.328334055150009 79.941302508900023 -0.16179999999999997 -0.16164499999999998 49.292797572200008 0.075810000000000016 97.139369169350019 40.371455563000005 40.806664626150003 97.886760529650019 42.527280425250005 41.835830569250014 0.059500000000000011 -0.084259999999999988 0.092185000000000031 -0.086139999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 10 8 9 -8 13 12 -12 -6 -14 -16 17 -17 -19 -13 21 -21 28 -24 25 -25 27 29 -22 -27
right_child=4 2 3 -5 6 -7 7 -9 -10 -11 11 19 14 -15 15 16 -18 18 -20 20 22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00031148477020263317 0.0061615591657793508 -0.090492537420868227 0.022676854459270188 -0.054632598324013695 -1.6892097420615571e-05 -0.00097362930174270965 -0.023087070776411846 -0.0014644642005785177 -0.10059658669389332 0.079962879536272694 0.091768048063141539 -0.0019151670587346668 -0.078470007285831478 -0.0080303389713405563 0.067223336151372493 0.030839896799983915 0.047446350502356113 -0.10008245887848406 0.022521485827486476 0.0092535467758491415 0.0005941872310093792 0.00032140398103120793 0.071042265657451906 0.0013951560775090958 -0.0013834595462869639 0.044320580595694659 0.10009337723244689 -0.0072532971955825802 -0.0073570632697628471 0.099368969986030023
leaf_weight=2.1955592789477238 0.57997349461951275 0.014645217293540153 0.029491517614246732 0.028289437121717081 34.135097132700579 0.51584561371798032 0.019540347501702082 0.53390825408867215 0.020544677864450023 0.016325414122547954 0.019250945936210573 1.5507407809906615 0.003861089270387196 0.5398722616613999 0.0057235294516431159 0.0029884305009204573 0.0058558395137917616 0.0042077202485732998 0.0021387613345149603 0.54974278058148074 2.0479061487270371 0.51403760065299364 0.048414951925224492 0.59189235741641888 1.5387939107836568 0.011490514374223215 0.02026247601884279 0.01761044620835861 0.56862462611133802 0.0097611651108309161
leaf_count=613 67 41 16 35 2160 62 36 90 65 13 13 117 32 110 4 23 25 48 15 11 136 86 21 133 446 56 7 29 120 3
internal_value=-9.45099e-07 -0.00127246 -0.0304038 -0.0151737 6.47828e-05 0.00280274 -5.35293e-06 -0.00337837 -0.0214929 0.0238193 4.1844e-05 0.00088873 0.0419169 -0.000141658 0.0031816 0.0182557 -0.000194184 -0.0300793 -0.058765 0.000646896 0.00131819 0.00493738 0.000525153 0.00246448 0.000948279 0.00645976 0.0571611 0.0347765 -0.00113378 0.069605
internal_weight=46.1424 2.26799 0.0724262 0.057781 43.8744 1.09582 42.7786 0.590319 0.0564104 0.0358658 42.1883 7.5133 0.0440263 34.675 0.0247754 0.0209143 0.0151908 0.00933491 0.00634648 7.46928 5.91854 1.06378 4.85476 2.23823 2.18981 0.651017 0.0591246 0.0388621 2.61653 0.0212517
internal_count=4633 705 92 51 3928 129 3799 204 114 49 3595 1325 160 2270 147 115 111 86 63 1165 1048 97 951 695 674 228 95 88 256 59
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=31
num_cat=0
split_feature=2 4 3 4 3 2 0 4 2 4 3 4 2 3 3 3 0 1 4 0 4 4 3 3 1 3 4 3 0 0
split_gain=0.000381663 0.00186123 0.00446421 0.00307073 0.00510379 0.00429393 0.00376318 0.00231005 0.00150968 0.00253824 0.00211609 0.00180895 0.0012287 0.00110203 0.0116035 0.00488432 0.000934177 0.000918014 0.00083166 0.00405122 0.0139788 0.00447553 0.000847564 0.00294475 0.0012307 0.00163306 0.0026058 0.00106257 0.00175017 0.00103187
threshold=-0.14008999999999996 39.955516828000007 0.67135500000000015 38.110427674550003 0.095830000000000012 -0.14510999999999999 86.264556031700025 38.983591653800012 -0.58835000000000004 35.771221912400001 0.09803000000000002 35.374259656300005 -0.26416999999999996 0.098950000000000024 0.12140000000000002 0.10336500000000003 89.711159354950013 77.209829048350016 41.32819714970001 86.420486603250012 43.384297312450009 43.477771593600004 -0.53179999999999994 -0.25420999999999999 64.294476189700006 0.080110000000000028 48.109449608500007 -0.225495 71.249517373150013 71.144667506050013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 8 -5 -8 17 10 11 16 -9 18 15 -15 -10 -1 -3 20 -20 -22 -23 -24 27 -26 -27 -25 29 -29
right_child=-2 13 -4 4 -6 -7 7 12 9 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 21 22 23 24 25 26 -28 28 -30 -31
leaf_value=-0.091207112314050195 -7.3738875945838776e-05 -0.0010022436688973833 0.099313396002056992 -0.10018849618459916 -0.10044920298398559 0.087406060476527089 -0.053214606616533017 0.062940095537299179 -0.10003702641753998 -0.072218819950193774 0.099904108696714761 0.081774058954111772 -0.0031799105234518845 0.0034673458448413056 -0.050454470110420126 0.072619038865980062 -0.0056111885354581375 -2.873523409263593e-05 0.081308839204421057 0.001608674816750843 -0.10084603105352602 0.038042801611769095 -0.10009273942037851 0.01701057535029353 0.09854018579617764 -0.064819053510380656 0.10005365787017489 0.0702110123714208 -0.083790456984278575 -0.030321857503355289
leaf_weight=0.003658135061451513 43.317255873450186 1.0505394285314558 0.0031273517797671948 0.0040723218603453395 0.010608379274149371 0.004860883534533309 0.0044657360837376805 0.0059602442299482288 0.0015366337922513539 0.0035456363723935661 0.0028010983007685231 0.0018010389860094733 0.0053182388579600132 0.017433463494645474 0.018830604232789483 0.02466495099998034 0.0032929871940113042 0.0015816979180868218 0.02732019055927367 1.5831555169144866 0.0050587793083148582 0.0050659056564494867 0.0029843989479292369 0.0076216912533313376 0.0028651471389764529 0.0024475930948710811 0.0015757697401568294 0.0016782514064893131 0.003858917263070083 0.0026068067236337811
leaf_count=21 3015 204 3 22 34 10 23 28 90 138 11 9 25 24 25 33 50 49 40 568 5 20 27 13 8 59 1 38 24 16
internal_value=-4.22885e-07 0.00112803 -0.0168177 -0.0236058 -0.0444707 0.00390141 -0.0145038 0.00765897 -0.01838 -8.7847e-05 0.027028 -0.00375824 0.031762 0.00149655 0.014796 0.0439825 -0.0356545 -0.063684 0.00119607 0.00259892 0.0274503 -0.0136932 0.000665863 -0.00671942 0.00558133 0.0408424 -0.000245849 -0.00982531 -0.0349402 0.00905204
internal_weight=46.1316 2.81434 0.0566304 0.053503 0.0304249 0.0230781 0.0198165 0.0157442 0.0182172 0.0129774 0.00943176 0.00663066 0.0112785 2.75771 0.060929 0.0420984 0.00482962 0.00523983 2.69678 1.64624 0.0630835 0.0357633 0.0307045 0.0256386 0.0226542 0.00688851 0.00402336 0.0157657 0.00814398 0.00428506
internal_count=4633 1618 513 510 132 378 98 76 368 298 160 149 53 1105 82 57 140 70 1023 819 251 211 206 186 159 68 60 91 78 54
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=31
num_cat=0
split_feature=2 4 2 3 4 3 4 4 4 3 2 1 4 2 1 1 3 2 3 4 3 3 3 3 1 0 4 3 3 1
split_gain=0.000389078 0.00159782 0.0131234 0.0101228 0.0129224 0.00915806 0.0092009 0.00385226 0.00283912 0.00230684 0.00150017 0.00546256 0.00551454 0.00211665 0.00685171 0.00138235 0.00128636 0.00738961 0.0220752 0.0357635 0.0197707 0.00613538 0.00406978 0.00384538 0.00454658 0.00190393 0.00166623 0.0178984 0.0161166 0.00853573
threshold=-0.036264999999999999 39.476991512000005 0.067985000000000018 0.080960000000000018 38.751720283100006 0.084995000000000029 36.377496227400009 40.148327922700012 40.21994457600001 0.088565000000000019 -0.051199999999999996 67.923894665750012 36.165040341950011 -0.063379999999999992 70.663433500700009 67.254468591300011 0.096480000000000024 -1.0000000180025095e-35 0.08759500000000002 41.489621506400006 0.077080000000000023 0.08376500000000002 -0.12193999999999999 0.11071500000000002 81.210254746450019 95.746747857800017 40.467253020850002 0.094385000000000011 0.080545000000000019 64.369753017350021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 5 -5 -7 9 -9 -3 13 12 -12 -1 -15 -4 17 18 20 -20 22 -22 -10 24 -18 26 -19 28 29 -28
right_child=1 7 15 4 -6 6 -8 8 16 -11 11 -13 -14 14 -16 -17 23 25 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00017252612510902136 -0.01286902733525914 -0.00093102011377260187 0.0048010502696924492 0.063347581951266094 0.094676456837982925 -0.064901185021204177 0.027145290142985931 0.0074404796417921002 -0.012832288196540455 -0.010211873105673718 -0.00016944862276226604 0.00042608933675436451 -0.014340470346437524 0.010953641282085209 -0.0017728198683701118 -0.00075079004466588957 0.012005244556087164 4.0347352879581132e-05 0.031706301615931735 -0.10160795999832649 0.092116802003109274 0.022351044330767515 -0.10045998506241881 -0.00033303600598110427 -0.00065594894429208664 0.00059406403644330134 0.073420456200800815 -0.0021416039793944646 -0.10044849898767945 -0.10009941626388222
leaf_weight=26.076997031429787 0.03991388258496345 0.51502750316245538 0.6247735782817404 0.033397513722590588 0.036663561360910535 0.016654985465833411 0.031209188739467209 0.56230956437502655 0.0095246796923582622 0.55796992906573895 0.49944138526916437 2.5881791606649927 0.60999117936229652 0.71450314999350428 1.0370673645778037 1.5893987558376799 0.64407151403884177 0.50747484134627108 0.030821419350104406 0.057970728146756301 0.022306157790808356 0.028985212336465338 0.01194980250640032 3.1204146553019285 0.50678235910163494 5.1069457854532327 0.01025602630024175 0.49320353669827455 0.035962357433081849 0.0039179000883820545
leaf_count=3076 41 44 56 8 11 33 36 21 30 43 2 41 47 67 57 182 60 8 17 89 34 14 18 87 13 228 109 5 124 32
internal_value=-3.1099e-07 0.000426509 0.00280171 0.0306605 0.0453939 0.0231586 -0.00488352 -3.43171e-05 0.000516266 -0.00575716 -0.000197946 -0.00209037 -0.007961 5.35031e-05 0.00341858 0.000815774 0.000148623 -0.000757454 -0.0218691 -0.0553321 0.0189639 0.0526915 -0.0615941 0.00148916 0.00642985 -0.000203558 -0.00407999 -0.00792835 -0.0648541 0.0254568
internal_weight=46.1241 14.5979 2.37201 0.157839 0.117925 0.0812617 0.0478642 12.2259 11.1529 1.073 31.5262 3.69761 1.10943 27.8286 1.75157 2.21417 10.5906 6.31932 0.161558 0.0887921 0.0727659 0.0512914 0.0214745 4.27127 1.15085 6.15776 1.05081 0.54334 0.0501363 0.0141739
internal_count=4633 1343 367 129 88 77 69 976 889 87 3290 90 49 3200 124 238 868 708 202 106 96 48 48 160 73 506 278 270 265 141
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=31
num_cat=0
split_feature=3 4 4 3 2 1 0 0 4 0 0 3 3 3 1 0 2 2 1 2 3 3 2 4 4 2 4 4 4 2
split_gain=0.00037248 0.00257255 0.00709759 0.0096057 0.00746712 0.00584415 0.00660363 0.00631468 0.00390087 0.00842261 0.00217229 0.00201662 0.00384591 0.00171752 0.0183674 0.0561197 0.00157959 0.00150816 0.0114749 0.0144958 0.00268586 0.00128625 0.00433536 0.00118445 0.00957476 0.00615269 0.0173948 0.00887835 0.00855625 0.00240901
threshold=0.079605000000000023 35.771221912400001 37.500638522700008 -0.093130000000000004 0.0041150000000000015 70.663433500700009 92.168410086200012 91.109157582800023 38.238138001450004 93.843319501450011 89.237990724000014 -0.22831499999999999 -0.10978499999999999 0.077080000000000023 72.327589083450007 86.681267041950008 -0.18437499999999998 -0.038374999999999999 75.085947125300024 0.23643500000000003 -0.091114999999999988 0.082325000000000023 -0.056184999999999992 43.426369480700011 43.663128814500006 -0.088274999999999992 44.202975721700007 44.461493122800007 47.74983977685001 -0.029285000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 11 6 7 10 9 -4 -1 -3 -13 17 15 -15 -7 -10 -19 -20 -21 22 -2 -23 -25 26 -26 -28 -29 -27
right_child=21 2 8 -5 -6 16 -8 -9 13 -11 -12 12 -14 14 -16 -17 -18 18 19 20 -22 23 -24 24 25 29 27 28 -30 -31
leaf_value=-0.027772838271207134 -0.0097453768644333773 -0.10025462363162337 0.095212033038391222 -0.10050351747949865 0.077230190330004278 0.027553903520887869 0.099706834624550961 -0.10066123256255466 0.00044762807939860004 -0.025076658583019808 0.094206697835719444 0.091743781882073883 -0.10032936428307307 -0.087720919597245678 0.00051471674148312492 0.096398854891984992 -0.10009936653364922 -0.0010113969232120703 -0.093222807267450206 -0.0085370600700504229 0.084609307899493225 -5.5051674286344552e-05 -0.00039100569734608196 0.047454921534084205 -0.088927204062464071 0.0075166965277389322 0.099983029503462134 -0.089871884930088131 0.037727369053559133 -0.001865295574626699
leaf_weight=0.0021549883560216115 0.59285631579389475 0.0047600969504102419 0.012999081667088741 0.016269792120485183 0.0080040945304409306 0.001306362862504142 0.012870785592895118 0.0042845500356634147 6.2931552571830753 0.010541474353207292 0.0045268092089827405 0.0020695871131692911 0.0021005411471772817 0.022361335472850796 1.033079586553215 0.063748154166660242 0.0037574853815406373 0.56084057312216762 0.029608208283054882 0.006549047485009396 0.0058706095212528453 33.190185238462902 3.0153482460388972 0.046856122546681145 0.027109613441552827 0.5720090217392908 0.009696398295545805 0.0089743571294604862 0.012680712094450541 0.52476092498430993
leaf_count=88 141 27 23 34 16 37 7 3 747 31 9 30 11 20 272 117 78 193 74 31 12 2093 62 37 51 54 4 145 30 156
internal_value=-5.71748e-07 0.000615064 0.000508433 -0.0456302 0.00708985 0.0303968 0.0511229 -0.00589827 0.000699009 0.0413467 0.0548663 -0.0557764 -0.00500565 0.000579627 0.00421326 0.0485857 -0.0671676 -1.00929e-05 -0.0047881 -0.0551863 0.035492 -0.000131812 -0.001928 5.66326e-05 0.00314029 0.00134289 -0.030267 0.0204565 -0.0151527 0.00302779
internal_weight=46.1013 8.10086 8.07196 0.0332041 0.0169343 0.028901 0.0238371 0.0109663 8.03875 0.0235406 0.0066818 0.00893023 0.00417013 8.01521 1.11919 0.0861095 0.00506385 6.89602 0.602868 0.0420279 0.0124197 38.0005 3.6082 34.3923 1.20209 1.15523 0.0584611 0.0313515 0.0216551 1.09677
internal_count=4633 1860 1638 118 84 222 107 100 1520 54 97 68 41 1466 409 137 115 1057 310 117 43 2773 203 2570 477 440 230 179 175 210
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=31
num_cat=0
split_feature=4 0 0 2 0 1 4 3 1 3 0 4 2 1 4 0 0 4 4 1 1 4 4 0 1 4 2 3 3 3
split_gain=0.000392889 0.00146215 0.003582 0.00567464 0.0043335 0.00296273 0.00194272 0.0023189 0.00412312 0.00185498 0.00478033 0.00126941 0.00122339 0.00283948 0.0010948 0.000726224 0.00612402 0.0025874 0.00599146 0.00233531 0.00480063 0.00231792 0.00412578 0.00105526 0.000799564 0.000662026 0.0123984 0.0225762 0.0163295 0.0213029
threshold=44.578137159850009 105.7585659356 95.988709089550014 -0.15962499999999999 97.491557184450016 90.937096262400004 45.711398460000005 0.074735000000000024 82.299080289250014 0.076130000000000017 86.420486603250012 45.458122212500008 -0.23353499999999996 55.887667615750004 48.914776625700007 102.75018128760001 103.57284947555002 40.722669576350008 40.858951393400005 82.299080289250014 82.815264250350012 42.527280425250005 42.498713093000006 102.21786657775002 88.264768880750012 43.384297312450009 -0.078504999999999991 0.086955000000000018 0.08376500000000002 0.082325000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 9 4 -4 6 -3 -8 -9 10 12 -12 13 -2 -7 23 -17 24 -19 -20 -21 22 -22 25 -18 -1 27 28 29 -27
right_child=1 5 3 -5 -6 14 7 8 -10 -11 11 -13 -14 -15 -16 16 17 18 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.305967574840845e-05 -0.10007357552264884 0.086700221461966764 -0.06815762281961403 -0.10011242393970465 0.055535363127541572 -0.011939830188347067 0.047784745234186549 0.052827671483027722 -0.10006374586667083 -0.0006564649790769141 -0.018007809744991346 -0.1003620019989451 0.025608772800599939 0.008188613331515486 -0.10002519543533941 -0.00085042032179036178 -0.10009618227209789 0.094458172004224003 -0.10013548211266572 0.074583736751991536 -0.080629502361875938 -0.10007665704207283 0.095857205959514108 0.0044474884533367842 -0.0071791650620093399 -0.051128862476766568 -0.00089259722334929107 0.081080601656592532 -0.051495676935669747 0.06297242820575942
leaf_weight=42.685860356447172 0.0033065279674671594 0.0055904848559293887 0.0048966656345328374 0.0097382129020111563 0.0067185603544164252 0.0041087786316609245 0.011098988946741883 0.0034419349931624757 0.0036178170005944921 0.53242399593652756 0.002444171175085331 0.0079907897284190454 0.010543863603946498 0.0090625178115185667 0.0021489969499457473 0.50685263482879117 0.0082466915612195574 0.0034512498241454628 0.0060515044228850448 0.0035802462662104526 0.0033515101689778337 0.0061422301682930724 0.0021902149746892974 0.54588556493771889 0.0010432699991245612 0.023363670271694725 1.5215810246084478 0.053881576037383638 0.037537169620918576 0.054606703211902641
leaf_count=2500 43 6 12 138 38 49 33 16 45 272 18 70 32 37 71 52 227 10 21 5 161 145 2 43 264 131 97 51 29 15
internal_value=-3.05857e-07 -0.00250652 -0.00360693 -0.0438123 0.00338974 0.0190244 0.0351538 0.0192843 -0.0255226 -0.00208949 -0.0249688 -0.0810723 0.000581715 -0.0207523 -0.0421894 3.3714e-05 -0.00360857 -0.0446568 -0.0277757 -0.0475667 -0.0267258 -0.0577695 -0.010878 7.75703e-05 -0.0896615 2.38154e-05 0.0019644 0.0276281 0.00269382 0.0287822
internal_weight=46.0808 0.617132 0.587125 0.0213534 0.0116152 0.030007 0.0237492 0.0181587 0.00705975 0.565772 0.0333479 0.010435 0.0229129 0.012369 0.00625778 45.4636 0.54091 0.0340569 0.024767 0.0213157 0.0152642 0.011684 0.00554173 44.9227 0.00928996 44.3768 1.69097 0.169389 0.115508 0.0779704
internal_count=4633 880 660 188 50 220 100 94 61 472 200 88 112 80 120 3753 887 835 344 334 313 308 163 2866 491 2823 323 226 175 146
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 1 4 0 4 2 2 4 2 4 3 3 2 3 4 3 2 2 1 1 4 2 1 1 3 4
split_gain=0.000400105 0.00130963 0.0164202 0.012505 0.00409442 0.00581909 0.00181949 0.0101813 0.0106796 0.00298875 0.0199205 0.0154763 0.00962055 0.0112053 0.00832776 0.00508608 0.00334158 0.0014419 0.00455463 0.00141149 0.00128973 0.00607392 0.0281434 0.00457952 0.00361882 0.00124268 0.00501329 0.0339701 0.0336223 0.0289066
threshold=-0.033594999999999993 85.866664228400012 61.885617704800005 62.111448187750007 62.116825104000007 64.108972578700019 38.474425342400004 93.972365491700018 36.859113051050009 0.075080000000000022 0.12616000000000002 40.040404835300002 0.22387500000000005 41.641174900500005 0.10487000000000003 0.090465000000000031 0.09450500000000002 0.097645000000000023 41.873095646600007 0.094595000000000026 -0.053874999999999999 -0.063379999999999992 63.452988794850008 62.068432857650002 39.746231405950006 -0.084729999999999986 62.079186690200011 70.816675614150014 0.079470000000000027 42.876019054300009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 -2 -4 -5 -6 7 8 -3 17 16 14 13 -13 15 -12 -11 19 -19 -8 21 25 -23 -22 -25 -1 -27 28 -28 -30
right_child=1 6 3 4 5 -7 9 -9 -10 10 11 12 -14 -15 -16 -17 -18 18 -20 -21 23 22 -24 24 -26 26 27 -29 29 -31
leaf_value=0.00032492274455082741 0.00057146742292555263 -0.0024014964825415921 -0.09351292875217318 0.10007765420158928 -0.10012776081941639 0.076973403195669879 0.00026900984101298756 0.0013312231182593299 0.057932299741871154 -0.038852088275389544 -0.018458042346992356 0.066741571300909339 -0.0028823738784219599 -0.001356381379218019 0.011913243023622653 -0.097830667578036809 -0.10051108968923733 0.0076091351278927376 -2.8910151228575225e-05 -0.0050902738081648113 -0.0074455686779684553 0.047292943771522621 -0.00095924167316091503 -0.0031107708543583416 0.0027652399334039193 0.00018211158528421369 0.05029020799884916 0.0008002256185066863 -0.061213604091046217 0.0018476651834535293
leaf_weight=17.294048538681732 0.56321800642001285 0.051422842283502468 0.033335655296362177 0.0045586163178086281 0.0041067985513620897 0.0033840908468949493 7.2272154494652394 1.1123933579416543 0.068312709510792047 0.014172415049031939 0.011108994244509063 0.046470672472594288 0.54386223760852737 0.05033712051135808 0.01459809690277325 0.02954146643552491 0.023140623634580859 1.1251407648992429 2.5503074550015299 0.52728590137667186 1.0758343732679794 0.15251176474703321 0.58273951913350963 2.0675009376792701 2.1256991754426764 6.7220674125189808 0.044097138646407852 1.6527292032601955 0.24373142991631624 0.10358110831293743
leaf_count=2514 186 25 34 2 19 28 338 202 25 10 44 18 126 40 13 27 99 34 44 14 37 33 76 38 45 157 66 205 103 31
internal_value=-3.03792e-07 0.000445633 -0.00409127 -0.0619546 0.0253534 -0.0201204 0.000651763 0.00431356 0.0320207 0.000280823 -0.00590821 -0.00209158 0.00228766 0.0313327 -0.0528738 -0.0761396 -0.0770915 0.000677849 0.00230927 -9.54075e-05 -0.000195063 8.61731e-05 0.00904962 -0.00162528 -0.000131988 -0.000166717 -0.00113663 -0.00547325 -0.031963 -0.0424065
internal_weight=46.0685 14.0039 0.608603 0.0453852 0.0120495 0.00749089 13.3953 1.23213 0.119736 12.1632 0.733232 0.695919 0.64067 0.0968078 0.0552486 0.0406505 0.037313 11.4299 3.67545 7.7545 32.0645 26.7955 0.735251 5.26903 4.1932 26.0603 8.76621 2.04414 0.39141 0.347313
internal_count=4633 1328 269 83 49 47 1059 252 50 807 377 268 184 58 84 71 109 430 78 352 3305 3185 109 120 83 3076 562 405 200 134
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=31
num_cat=0
split_feature=4 4 4 0 2 4 3 3 2 0 3 2 3 3 2 2 2 2 2 0 0 2 4 1 3 0 2 3 1 4
split_gain=0.000331327 0.00203353 0.00216358 0.0011796 0.00840637 0.0172532 0.00598554 0.00504303 0.00424762 0.00325844 0.00512505 0.00319642 0.00289658 0.00301072 0.0181283 0.00711392 0.0111556 0.00684617 0.0221044 0.00205036 0.00180582 0.00189179 0.00597682 0.00601231 0.0115068 0.00495287 0.0040119 0.00903823 0.0817071 0.0206541
threshold=40.574766824850009 40.722669576350008 40.621691032550004 85.823648898300021 -0.092084999999999986 41.965446242000006 0.098085000000000019 0.090465000000000031 -0.14314999999999997 86.09518316945001 0.10876000000000002 -0.096559999999999993 0.10526500000000003 0.08326500000000002 -0.087660000000000002 -0.085550000000000001 -0.076544999999999988 -0.057599999999999998 -1.0000000180025095e-35 86.135510041400025 86.345209775600011 -0.06828999999999999 42.243697547450004 64.369753017350021 0.41817500000000013 96.631250582750013 -0.080234999999999987 0.076130000000000017 70.816675614150014 42.684965421050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 11 7 8 -7 10 -5 -3 13 -6 -15 -16 -17 -18 -19 -11 -21 26 23 24 -23 -25 -22 -28 29 -29
right_child=1 3 -4 9 12 6 -8 -9 -10 19 -12 -13 -14 14 15 16 17 18 -20 20 21 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.0003379431684380092 -0.0010127373355150859 0.043974254225296175 -0.0088396164656473434 -0.01178572285133591 0.00010137616501282846 0.0046586440894185168 -0.088862426265242725 0.085082419810505364 -0.10009933811454214 0.0043633446069564945 -0.00020353019280628279 0.10019941608589877 -0.0056017297400758224 -0.00089410818087692846 0.081930834421211143 -0.015784613347705666 0.067435025480617874 0.079813361747977193 -0.10032172068193074 -0.0053960003178801716 -1.9208251382963788e-05 0.018915038431814642 -0.00058418928104686854 -0.0066504911470240463 -0.00094270719918336055 0.0066372670789254205 0.00082979492621841297 -0.10123444952501025 0.0031055919040028882 -0.0062364364402363141
leaf_weight=17.732880619714589 1.0201284185144555 0.016601974577724832 0.54020481544178611 0.61197290594328535 1.5334935687276279 0.026665005746176682 0.0079941457438508223 0.0066987293718057108 0.0045277623244146517 1.0633021224057326 1.0168580977569943 0.025862198788673144 0.5428003550463244 0.51864519852188096 0.029743652907200158 0.040414191876152472 0.058309554869111935 0.016976218727336345 0.011377720892193355 0.63334165677770471 11.282541898755042 0.68500831859270161 5.2525789117832389 0.53907607845489713 0.50836597185116261 0.58484105150824384 1.0193922040925834 0.11253653146559361 0.56562860850281638 0.028728989505907521
leaf_count=1710 17 45 94 67 191 220 22 9 35 33 9 5 27 31 5 23 11 22 36 50 1222 52 387 43 5 104 9 46 42 61
internal_value=-9.8797e-07 -0.000213329 -0.00372249 -8.59488e-06 0.00191814 0.0322808 -0.0102306 0.00635871 -0.0105474 -0.000237514 -0.00455511 0.0782174 0.000943293 0.00255158 0.00811421 0.0379068 0.0276026 0.0478356 0.0075297 7.81997e-05 -0.000136603 2.52632e-05 0.00128217 0.00551262 0.0104558 0.000263921 -0.000706133 -0.00519569 -0.0138849 -0.0819148
internal_weight=46.0375 28.3046 1.56033 26.7443 2.84011 0.0883498 0.0458856 0.0378915 0.0311928 23.9042 1.62883 0.0424642 2.75176 2.20896 0.675467 0.156821 0.127078 0.0866635 0.0283539 22.2753 21.212 20.5787 7.56987 2.31729 1.19337 1.12392 13.0088 1.72629 0.706894 0.141266
internal_count=4633 2923 111 2812 682 336 286 264 255 2130 76 50 346 319 128 97 92 69 58 2054 2021 1971 591 204 57 147 1380 158 149 107
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=31
num_cat=0
split_feature=2 2 2 4 4 0 1 3 3 1 3 3 4 4 3 0 4 4 1 3 4 2 0 3 4 3 2 2 4 0
split_gain=0.000477232 0.00143705 0.00129332 0.0141117 0.0165921 0.019399 0.00670088 0.00298741 0.00209507 0.00218808 0.00126873 0.00473668 0.0028753 0.00623823 0.00283964 0.00413331 0.00183632 0.00230149 0.00179093 0.00279297 0.00147936 0.00880167 0.0336113 0.0111902 0.00801891 0.0134972 0.00400427 0.0031905 0.00291864 0.00288224
threshold=-0.033594999999999993 -0.038374999999999999 -0.0057149999999999996 41.873095646600007 40.300545846000013 93.308316333500017 62.425997789000007 0.12376500000000003 0.10453000000000003 61.944763783650011 0.10385500000000002 0.10787500000000003 31.914316944300001 34.424709467050008 0.094385000000000011 94.496614827150012 30.518512326550006 29.850823923150003 61.966271448700006 0.11636500000000001 38.060777288450005 -0.057599999999999998 90.490812212800009 0.10131500000000003 36.952388736350009 0.090465000000000031 -0.17605999999999999 -0.11051999999999999 35.374259656300005 96.631250582750013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 -2 -6 8 -4 -10 12 -12 16 14 15 -14 17 -1 -13 -20 21 22 23 24 25 27 29 28 -15 -24
right_child=2 -3 7 -5 6 -7 -8 -9 9 -11 11 18 13 20 -16 -17 -18 -19 19 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.1000289855482252 -0.031146202400899277 -0.0050559018942644878 8.6047084917535959e-05 0.00027416434943474451 0.084259359786865939 0.039608957652108853 0.023399906943642003 0.0068762662265763027 0.00025598759466158798 -0.0087716007250798443 -0.0097394162438707507 0.0022284634552298659 0.073279359613480546 -0.10013072061815145 0.088923541567163672 -0.060671430588169373 -0.10029134122991475 0.095165685068553219 0.00074883626898790694 -0.0057417937817846711 0.00031943299723889473 -0.00088937819950059738 -0.10006853025292269 -0.070845848647412293 0.09530911836192861 0.084174206544566837 -0.1004317097832202 -0.10030244417075596 0.078371937692032476 0.051539109905880724
leaf_weight=0.0011034570728373763 0.072123625563615845 0.60148119878711526 9.4679992091130583 2.6111874937995747 0.05176438408489048 0.083739278479606938 0.027811661855594139 0.59793313353860433 0.50277134316274819 0.57616159999835903 0.62348749675990323 1.6085085516958777 0.0052401869408603696 0.0014906987380900469 0.011278054705400109 0.0041106565811885876 0.0046584696568611472 0.0013346662000029152 1.5764940829628091 1.144100190176409 24.807390823443075 1.5278621508332486 0.0020667767780506155 0.010049386881291866 0.018812553578623992 0.011861623748700367 0.044065195394166423 0.0083585623488033334 0.0023759307514499284 0.0031885722039129982
leaf_count=100 26 30 898 158 31 30 38 67 4 76 74 46 23 8 18 30 44 10 71 129 2400 21 18 3 33 11 110 8 47 71
internal_value=-1.20274e-06 -0.000214095 0.000485999 0.00238836 0.0258363 0.00686788 0.0629891 9.73419e-08 -0.000389731 -0.00456484 -0.000121401 -0.00159039 0.000153499 0.00017057 0.0551403 0.0143942 -0.0634907 0.00682358 -0.000416749 -0.00198069 0.000127677 -0.00279046 -0.0311919 0.0241375 0.0463878 0.00817875 -0.0905916 -0.0655567 0.00955394 -0.00808379
internal_weight=46.0108 32.0193 13.9915 2.84663 0.235439 0.155863 0.079576 11.1449 10.5469 1.07893 31.4178 4.95259 26.4652 26.4582 0.0206289 0.00935084 0.00709659 0.00243812 4.3291 2.72059 26.4375 1.63013 0.102269 0.0529488 0.0428994 0.0240868 0.0493205 0.0122252 0.00386663 0.00525535
internal_count=4633 3305 1328 283 125 56 69 1045 978 80 3275 320 2955 2801 71 53 154 110 246 200 2730 330 309 110 107 74 199 63 55 89
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=31
num_cat=0
split_feature=1 4 2 4 1 2 4 4 1 2 3 0 3 1 4 3 3 3 4 0 1 1 4 4 3 3 3 1 4 2
split_gain=0.000432316 0.00350932 0.0102372 0.00576259 0.00208957 0.00202177 0.00180793 0.0263734 0.0250292 0.0253626 0.00519164 0.00731908 0.00284918 0.00868287 0.00560805 0.00431473 0.0045219 0.00219002 0.00171468 0.00156252 0.00130499 0.00120471 0.00161148 0.00249477 0.000935885 0.00169233 0.000932755 0.000886111 0.00142009 0.00072708
threshold=61.950140699950005 33.96174662340001 0.15915000000000004 31.914316944300001 61.966271448700006 0.11061500000000003 41.444941515100005 42.844429421150004 61.923256118600001 -0.081984999999999988 0.08574500000000003 86.538778761000017 0.092185000000000031 61.928633034850002 38.804629908750009 0.10249000000000003 0.093325000000000033 0.11148000000000002 30.518512326550006 94.230457472250009 60.87206898960001 61.907125369850007 39.788107623550012 40.250747516500006 0.099465000000000012 0.093745000000000023 -0.086715 61.987779113750001 41.741384785950011 -0.14704500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 18 -3 19 12 8 9 -8 11 -11 13 14 20 16 -14 -17 -2 -5 -1 22 -16 -24 25 -4 -21 28 -6 -29
right_child=1 4 24 5 27 -7 7 -9 -10 10 -12 -13 15 -15 21 17 -18 -19 -20 26 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.061370288712783841 0.010316295645839744 0.0061183528965050131 0.0047412372291181356 0.052869832065923009 -0.0063439305433932811 0.10013939000326309 0.049357508522786982 -0.00017160440542504047 -0.10165471588122535 -0.1005904044777203 -0.10070090513670571 0.10006007152349557 -0.00043496457576327417 -0.0024337494901785434 -0.078117856353628015 -0.0036797658242552593 0.012543670889203435 0.0014133939761838427 -0.10027193369809817 0.015820982804259229 0.025459586876135566 -0.082336681572971554 0.024539699428173092 -0.062415851401045656 -0.10110537970511771 -0.10026437424320658 -0.10003787754130494 0.006486121896308733 0.00080910011484434735 0.00011868999985003798
leaf_weight=0.002046386801773604 0.0021467616389562174 0.57915776009470121 0.0027805489080174875 0.0057356335063998287 0.54739775423312298 0.0056501133257143019 0.03504371557835384 1.5622739622830497 0.051416506249282179 0.0037506850646823455 0.022120920098728902 0.0035278354771435261 0.49949898388240377 0.49628765363860339 0.01005599111238098 1.4408616641885603 0.58035335841032065 2.0389474526600679 0.0040417248758278235 0.0014860048811993218 0.011226763887539626 0.017733569068120403 0.0057655887725331922 0.0077135224676680991 0.011921899796320634 0.0034258820698718218 0.0013052196014008968 0.18019656263510953 0.56300644012935663 37.297926411407111
leaf_count=111 87 23 37 23 76 4 27 260 22 52 26 2 4 40 14 21 39 36 25 9 24 11 7 38 16 8 36 1053 21 2481
internal_value=-9.29702e-07 0.000126644 -0.0300522 0.0186028 0.000156303 0.0537477 -0.0007377 -0.00358555 -0.0496199 -0.00810348 -0.0765962 -0.00333687 0.00019745 -0.00659593 -0.0444685 0.00101812 0.00654024 -0.000695497 -0.0619093 0.0230074 0.0120726 -0.0626537 -0.0478227 -0.0252213 -0.0847115 -0.0532207 -0.0383564 6.68215e-05 -0.00271714 0.000149305
internal_weight=45.9948 39.2062 0.0384938 0.0203655 39.1677 0.014177 6.78862 1.67813 0.11586 0.0644432 0.0293994 0.00727852 5.11049 0.550829 0.0545418 4.55966 1.07985 3.47981 0.00618849 0.00852686 0.0132732 0.0412687 0.0235351 0.0134791 0.0181283 0.00620643 0.00279122 38.5885 1.1104 37.4781
internal_count=4633 3899 245 184 3654 72 734 389 129 107 80 54 345 245 205 100 43 57 112 68 135 70 59 45 61 45 45 3631 97 3534
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=31
num_cat=0
split_feature=4 4 4 1 0 4 1 4 1 0 2 0 2 0 4 2 2 1 4 0 2 2 4 2 2 2 3 1 0 4
split_gain=0.000398269 0.00166354 0.00169294 0.00140101 0.0027468 0.00570915 0.0174187 0.00336465 0.00136736 0.00272614 0.00235001 0.00132721 0.00341765 0.00607129 0.00448937 0.00218922 0.00209679 0.00152673 0.0012984 0.0109838 0.009099 0.00832069 0.00495792 0.00292819 0.0165049 0.00271017 0.00237282 0.00217602 0.00191026 0.00934711
threshold=40.574766824850009 40.722669576350008 40.621691032550004 61.993156030000002 85.799452775150016 42.206017975500011 61.923256118600001 41.559097512700014 62.068432857650002 86.538778761000017 0.0041150000000000015 85.431134011250023 -0.081984999999999988 84.546631286350006 43.847983878700006 -0.23265499999999997 -0.23557500000000001 61.971648364950006 42.123054668150012 86.036037090600004 -0.11534 -0.076544999999999988 44.202975721700007 -0.066979999999999998 -0.033594999999999993 -0.077085000000000001 0.092485000000000026 64.953148431650007 86.345209775600011 41.542492784600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 7 6 -6 -3 10 -10 -1 12 13 15 -14 16 -9 -13 23 20 27 22 -22 25 -25 28 -26 -20 29 -5
right_child=1 3 -4 18 5 -7 -8 11 9 -11 -12 17 14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.00092443018661388055 -0.0010055159611171598 0.0078396505556602141 -0.0079187722120485343 -0.00182912782381356 0.00068408254255366316 0.0020477833752567151 -0.020483645751348797 -0.071753647774495041 -0.0070680516032667331 7.2231014529788295e-05 0.0074726128382781899 -0.0062342500916177847 -0.100364753562669 0.053006388958361572 0.075468163048883444 -0.078146089157950974 0.012917775808171411 0.0013992143106583968 0.083155218342240406 -0.00034087099588976704 -0.10040588574405743 0.0089264030716686218 -0.013275006170522827 0.033111310428907623 0.0070476451654553577 -0.0044740636314469498 -0.00033264653441946184 -0.0078844653192755056 0.00011002141543249649 0.013953536754702844
leaf_weight=5.6271641402356627 1.0201814228312525 0.5590430509915888 0.54263277598232651 1.0378878563060432 1.027539453987629 1.0712384104042838 0.62532807360912546 0.0034857948253459404 0.5622422863735953 10.918550018185192 0.60719821492141068 0.53734673330969307 0.0052631339864972473 0.028533489626170194 0.0020053114147998707 0.0043914853995090644 0.018169389451607291 0.51133740744353418 0.0058664968129988893 9.3127228656452186 0.031201237085156208 0.013442734549150681 0.0082593685673373329 0.18111314353836894 0.60090073794886878 1.1059754328078764 1.5838872219380844 0.004752184822422123 7.8297569845577799 0.58774422991154995
leaf_count=302 17 49 94 23 26 32 33 68 69 1289 50 40 100 18 39 26 64 9 73 1455 84 47 16 30 125 36 61 16 294 48
internal_value=-1.77653e-06 -0.000234807 -0.0034059 -4.9176e-05 -0.00168133 -0.00363878 -0.00732429 0.00151248 0.000369964 -0.000277446 0.00156219 -0.00167263 0.0125625 0.0211408 -0.0518537 -0.0137671 -0.000711626 -0.00251218 0.00027235 -0.000623545 -0.0420653 -0.0590215 -0.0821688 0.00092215 0.00410201 0.000209814 0.00169722 0.0424122 0.000757676 0.00387706
internal_weight=45.9752 28.26 1.56281 26.6972 4.39368 2.72411 1.65287 1.66958 17.7152 11.4808 6.23436 1.11053 0.0618486 0.0545802 0.00726845 0.0260467 0.0216552 1.04868 22.3035 9.37624 0.063522 0.0529033 0.0394606 12.9273 2.3659 10.5614 2.18479 0.0106187 9.45539 1.62563
internal_count=4633 2923 111 2812 504 91 59 413 1710 1358 352 364 315 176 139 158 132 49 2308 1691 236 147 100 617 216 401 186 89 365 71
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=31
num_cat=0
split_feature=1 0 2 2 3 4 1 2 2 4 0 4 2 0 0 2 3 3 3 1 3 0 4 2 4 3 2 1 0 0
split_gain=0.000511038 0.00174234 0.014988 0.0351318 0.0177798 0.00358577 0.00171295 0.00142825 0.00385915 0.00218823 0.00110644 0.000961398 0.00186377 0.0170182 0.0136619 0.00142859 0.00118714 0.00152163 0.00251433 0.000957018 0.00373657 0.00170522 0.00278584 0.00966445 0.00547349 0.00162383 0.00151381 0.00179269 0.00111297 0.00473469
threshold=61.950140699950005 85.799452775150016 -0.074029999999999999 -0.057599999999999998 0.084365000000000009 42.055256506450007 61.987779113750001 -0.013285 -0.07490999999999999 38.171717059500004 85.705356740550016 40.518963363600001 -0.095074999999999993 86.866770652900016 85.216057360850016 -0.086139999999999994 0.093745000000000023 0.07771500000000002 -0.144095 62.009286778800011 0.10526500000000003 85.866664228400012 33.96174662340001 0.15915000000000004 31.914316944300001 0.088565000000000019 0.11061500000000003 70.816675614150014 86.474255765850003 86.681267041950008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 10 -4 -5 -6 -3 8 11 -9 -2 -1 13 14 16 -14 17 18 -13 20 -8 -21 23 24 25 -23 27 -26 -24 -30
right_child=1 6 3 4 5 -7 19 9 -10 -11 -12 12 15 -15 -16 -17 -18 -19 -20 21 -22 22 28 -25 26 -27 -28 -29 29 -31
leaf_value=0.0016903175973928015 -0.00082533383254953293 -0.0052339978080358507 0.10008597929158597 0.063893819365165541 -0.10075298404225651 -0.02554894755119641 0.0062885206606811649 -0.0020423171225729948 -0.0089501329851479645 0.0068879275999065891 0.0047174511377300688 0.0060090887495795305 0.0017230917118333383 -0.00049850662877529714 -0.10157942299741791 -0.0025759601808930388 -0.049304756338990618 0.054540934013181365 -0.082961256373443593 -0.0054870597542967395 -0.0013383603257940096 0.0096868119930580802 0.0012968153514579511 -0.083314855844551519 0.065008292834477441 -0.10024606511421315 0.10012352553459479 -0.036418267586224615 -0.0091592889305376155 -1.4332002622790107e-05
leaf_weight=1.4014343368674032 1.0714305585181891 0.61622215215265796 0.049142470406593475 0.014708182757353749 0.016978826122226565 0.010118588126591277 1.1221408139826956 0.53979405716858531 0.61104175801924032 0.55806519683137745 0.54248533144345845 0.017229152655123838 1.5458185978304757 0.49993125021933338 0.031932455410265348 1.5460515789400258 0.0058350649364911069 0.0043523245309984296 0.0038943299448828987 0.56909270744290452 1.5024011641362447 0.0021366910980630252 6.0008967124548418 0.016679639096973009 0.0050399273459333926 0.0036201890748838728 0.0051128342706192598 0.0026635809852735837 0.57823965145508083 27.070032570808106
leaf_count=192 284 35 11 27 31 26 36 22 59 175 27 71 22 5 36 36 19 30 67 21 12 68 184 61 11 33 4 45 24 2959
internal_value=-1.5227e-06 0.000137001 0.00326355 0.0427612 -0.0246241 -0.0726706 -5.16348e-06 -0.000804138 -0.00144363 0.00249712 0.00103776 -0.000536514 -0.00139034 -0.00668134 -0.055556 -0.000426596 -0.00861885 0.000699991 -0.0103935 8.22089e-05 0.00192256 -5.88012e-05 3.29083e-05 -0.0280637 0.0215545 -0.059444 0.0579377 0.0299388 6.2344e-05 -0.000205591
internal_weight=45.9645 39.1991 1.70486 0.0909481 0.0418056 0.0270974 37.4943 6.76538 5.66752 1.09786 1.61392 5.05648 3.65504 0.563175 0.0632433 3.09187 0.0313109 0.0254758 0.0211235 36.8781 2.62454 34.2535 33.6844 0.0352529 0.0185732 0.00575688 0.0128163 0.00770351 33.6492 27.6483
internal_count=4633 3899 406 95 84 57 3493 734 537 197 311 478 286 228 223 58 187 168 138 3458 48 3410 3389 222 161 101 60 56 3167 2983
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=31
num_cat=0
split_feature=2 3 2 4 2 4 4 1 3 0 3 2 2 1 0 2 1 1 3 2 1 2 3 3 2 4 4 4 1 2
split_gain=0.000434912 0.00146618 0.00200388 0.0139075 0.00382106 0.00171691 0.00344194 0.00148081 0.0012071 0.00243479 0.0014029 0.00831691 0.014556 0.054844 0.0143843 0.00511396 0.0361301 0.00516298 0.00494065 0.0594118 0.00377747 0.0137033 0.00351048 0.00220322 0.00252895 0.00265872 0.00185023 0.00402846 0.00160877 0.00151078
threshold=-0.036264999999999999 0.10249000000000003 -0.086139999999999994 40.408647214050006 -0.088465000000000002 41.11191809080001 36.654713368950006 61.987779113750001 0.091290000000000024 97.491557184450016 0.079025000000000026 -0.077085000000000001 -0.043559999999999995 62.079186690200011 91.109157582800023 -0.08158 62.084563606450011 62.154463517850012 -0.04931 -0.066979999999999998 75.981203682750007 -0.074029999999999999 0.050735000000000009 0.088145000000000015 -0.084729999999999986 40.574766824850009 40.890797847750008 42.759119507950011 70.816675614150014 -0.11692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 7 5 6 -3 -4 10 -10 18 15 13 -13 -15 23 -17 -18 -1 22 -16 -22 -20 24 25 -12 -25 -28 -19 -27
right_child=-2 2 3 -5 -6 -7 -8 -9 9 -11 11 12 -14 14 20 16 17 28 19 -21 21 -23 -24 26 -26 29 27 -29 -30 -31
leaf_value=-4.1719595335461713e-05 0.00045093417489416588 0.0012825460480545348 0.0035972853343586978 -0.01574440214169277 0.0076015101844447656 0.00060295220295192688 -0.0099914806549460285 -0.0018837639866807494 0.0016790319578018438 -0.005178433446345436 -0.0051794143155110758 -0.0047596004622282341 0.0001836003571131327 -0.10189362890831387 -0.052868355031298234 -0.0023544805502496492 0.1003290574670843 0.037760251958073143 0.035205453824511082 0.096711102913638922 0.10008664627489411 -0.084306542653239003 -0.0035450704568574277 -9.5304818927879171e-05 -0.0054232699793000218 0.0068880846460650852 -0.011217852640687843 -0.0010777101666185535 0.065207065665699795 0.0014515661985140078
leaf_weight=5.7742084462571626 14.538420690911762 0.52076011712528802 0.91101437160978371 0.70199103708054611 0.55496232644181187 1.5554754921979195 0.56416717670402505 1.0740354026903103 7.0337838815770377 0.55891014190803812 0.55903267333746498 0.55122830605250772 1.0077218834400161 0.082700898293637692 0.035149605113474536 0.52062788215153055 0.02465052210027352 0.053922258030070225 0.024494664169655955 0.06912561517421123 0.0078636475354868507 0.0082675375472486268 0.51291728662543645 1.5489960366965454 0.61399163914580146 0.58094014694753848 0.62824024526265621 1.0409554150874951 0.035359478356312479 4.2557382517416569
leaf_count=811 1343 51 11 58 20 72 82 63 319 181 164 26 9 16 26 10 58 29 43 21 4 46 331 80 82 339 70 50 26 192
internal_value=-1.27929e-06 -0.000210582 -0.00163386 -0.00364657 5.8667e-05 -0.00152669 -0.00458 0.000631697 0.000117372 0.00117424 -0.000330021 -0.000987214 -0.00746254 -0.0187075 -0.0760922 0.000124302 0.00880793 0.059816 0.00086014 0.0094458 -0.034482 0.00558165 -0.00177886 -0.000472831 0.000657894 0.00134988 -0.00258436 -0.00489419 0.0486304 0.00210455
internal_weight=45.9497 31.4112 5.88241 2.68704 3.19537 2.6404 1.08493 1.98505 25.5288 7.59269 17.9361 11.5554 1.69293 0.68521 0.133982 9.86245 0.63456 0.113932 6.38075 0.606538 0.0512808 0.0161312 0.537412 9.22789 6.0097 5.39571 3.21819 1.6692 0.0892817 4.83668
internal_count=4633 3290 357 132 225 205 133 74 2933 500 2433 1227 127 118 92 1100 123 113 1206 395 76 50 374 977 777 695 200 120 55 531
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=31
num_cat=0
split_feature=1 1 2 2 4 1 4 1 1 1 0 4 2 2 0 0 3 2 2 3 3 2 3 2 3 0 4 4 3 4
split_gain=0.000393594 0.001577 0.00110934 0.00280732 0.00178227 0.000882264 0.00137361 0.0100654 0.00848018 0.00550444 0.00339392 0.0012826 0.00080064 0.00155163 0.00214912 0.0126587 0.00364153 0.00189525 0.0010637 0.00139642 0.00155242 0.00247104 0.00188889 0.00244522 0.00109139 0.000714543 0.0104453 0.0236502 0.0056544 0.00594274
threshold=61.950140699950005 61.966271448700006 -0.013285 -0.07490999999999999 38.171717059500004 61.987779113750001 34.214889417600013 68.327163385350005 69.165962322050021 77.443724905700023 102.11570516885001 41.741384785950011 -0.095074999999999993 -0.11963999999999998 85.931187223550012 85.823648898300021 0.094595000000000026 -0.14174999999999999 -0.23265499999999997 -0.08138999999999999 -0.144095 -0.23353499999999996 -0.23921499999999998 -0.23455499999999999 -0.25420999999999999 85.823648898300021 41.444941515100005 41.972095654800007 0.10526500000000003 42.431220712750012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 12 -4 11 7 -7 -9 -10 -11 -3 13 14 15 16 17 18 19 20 21 22 23 -1 -20 26 -8 -28 29 -29
right_child=1 5 4 -5 -6 6 25 8 9 10 -12 -13 -14 -15 -16 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.032929881439901394 0.0053252823431577728 -0.0061921982417451598 -0.001880628680678866 -0.0076494416863162763 0.0061857591888271968 -0.088786382045984838 -0.00020527283288052361 0.10008664144042077 -0.061717392891337632 0.088642995101104904 -0.10003327362348127 0.00061593795995062463 0.00016711435706799762 -0.0067217098405661924 -0.0011092700786792947 0.10024408677566508 -0.071426349956013685 0.085288618572242417 0.021683966921518184 0.080354411110606316 -0.07104311690677316 0.056976477314499112 0.042084001082047205 -0.1000698853033196 -0.10006620528658761 6.6496515384777941e-05 0.081897756027425314 -0.086689282508358223 -0.10016309437852776 0.015865462304963284
leaf_weight=0.0020764318491914195 0.57370223026066369 0.54550357107314684 0.54049514273235777 0.61468015573936519 0.55536405569105918 0.013473818021461914 1.0910891167246148 0.0084446396795101464 0.011771057495391979 0.0051713968188451523 0.0011688702195082334 0.56159819480672013 3.9651188255247689 0.53678268544217611 0.5020253911121717 0.014225282706320286 0.0079177900738613971 0.0026990717014996326 0.0011439740366908369 0.0022079795097436098 0.0028933479718148683 0.0062945363461059953 0.0029043194667435204 0.0041354115970900773 0.0020659379420580664 36.255480007867035 0.049781254344512749 0.0069087876616720214 0.0070805018206954165 0.031020234082971498
leaf_count=49 23 80 22 59 175 35 70 7 29 11 172 21 68 49 25 2 32 5 30 34 59 6 10 32 77 3211 24 25 22 169
internal_value=-7.50039e-07 0.000120907 -0.000705219 -0.00126841 0.00220729 4.35322e-05 0.00012571 -0.0183886 0.0173294 -0.0212572 0.0538593 -0.00273864 -0.0004921 -0.00289594 0.000833899 0.0209212 -0.0119393 0.0058876 -0.00314662 0.00523014 -0.00383194 0.00878691 -0.0244871 -0.0556121 -0.0566759 0.000145505 0.00256099 0.0344021 -0.0181289 -0.00281493
internal_weight=45.9252 39.1622 6.76303 5.66717 1.09586 38.5885 37.4814 0.0400298 0.026556 0.0181113 0.00634027 1.1071 5.05249 1.08737 0.550589 0.0485641 0.0343388 0.026421 0.0237219 0.020512 0.018304 0.0154107 0.00911616 0.00621184 0.00320991 37.4414 1.18588 0.0947908 0.0450095 0.037929
internal_count=4633 3899 734 537 197 3876 3775 254 219 212 183 101 478 410 361 336 334 302 297 190 156 97 91 81 107 3521 310 240 216 194
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=4 4 0 4 4 0 1 0 1 0 0 3 4 4 4 4 1 1 2 0 2 1 3 0 2 3 3 0 3 3
split_gain=0.000473953 0.00166933 0.00184423 0.00155007 0.00261865 0.0018841 0.00188813 0.00629634 0.0146826 0.0201883 0.0231675 0.00333378 0.00855287 0.0402806 0.00238179 0.00346227 0.00167348 0.00161219 0.00170019 0.0011249 0.0121591 0.0115154 0.00495648 0.00536686 0.00420426 0.00291483 0.00351649 0.00214449 0.00187208 0.0021366
threshold=40.574766824850009 40.722669576350008 87.261973998100004 40.148327922700012 40.003678352300007 85.823648898300021 69.999384342500022 96.082805124100005 70.182199495350019 94.770837556450019 95.050437202000012 0.093185000000000032 35.119813570500007 39.852039223600009 37.345948426100009 39.032633164100012 61.821094709650005 62.068432857650002 -0.070854999999999987 102.21786657775002 -0.077679999999999985 82.49264927465002 0.10453000000000003 104.03526427400001 -0.022394999999999998 0.086375000000000021 0.085715000000000027 110.11117964875002 0.079745000000000024 0.078385000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 16 11 8 -8 -10 -11 -7 -13 14 -14 -16 -1 18 -5 -3 22 -22 23 -21 -23 26 28 -26 29 -25
right_child=1 19 -4 17 -6 6 7 -9 9 10 -12 12 13 -15 15 -17 -18 -19 -20 20 21 24 -24 25 27 -27 -28 -29 -30 -31
leaf_value=-0.0003863809750888729 -0.0082196661603994078 -0.0001672141831181698 -0.00096338586696407668 0.0014100142138658322 -0.0049160749548375817 0.0002914561981017512 -0.0035183886984327486 0.00082471496088627185 -0.10058136952200783 0.039603297378844327 -0.10035010200694575 -0.0030190638459237852 0.032102988199266706 -0.0015911851203800162 0.071323993602242883 0.041899661493302133 -0.0072767953038934104 0.00021779196196885305 0.006557792172381411 -0.10032370028827259 0.078854755860280804 0.050550295813029771 0.0020792881305510698 -0.026004514276903475 -0.013675389603254127 -0.10005092985762153 0.091744713386723742 -0.10007307604502091 -0.10006271995169035 0.063046153330663948
leaf_weight=0.8969068865600478 0.53117594579089633 26.053206102843223 1.0283548180317419 1.5246875118978667 1.0904056683486221 2.2460510855288756 0.574482789284957 5.2208545369954313 0.039493121645369555 0.036010929603797592 0.017613247447897606 0.52100424622585684 0.055002136126859114 0.50700140569824725 0.077926141762873158 0.08214359875273658 0.58067814852929001 3.1276664269059244 1.1077235788670803 0.0097108442298647901 0.038739470590373304 0.0057522318083158544 0.50851584710109021 0.010754472866846054 0.0061395752153288186 0.0032395616185370004 0.0035993719515259306 0.0053994802582728596 0.0023453250687055496 0.0035949623971891507
leaf_count=179 70 2104 41 36 72 182 46 705 73 24 37 18 25 8 27 19 98 131 30 52 37 78 16 217 21 80 11 99 52 45
internal_value=-3.58169e-07 -0.000254886 -0.00343487 0.000405182 -0.000244544 0.000224713 0.000747669 -0.000344598 -0.00948901 -0.0463245 -0.00636541 0.00259104 0.00674604 0.0137919 0.0500555 0.0562242 -0.00309425 0.00175262 0.00357621 -6.88031e-05 0.00422019 0.0485673 -0.000366344 -0.0377753 -0.0192887 -0.0119656 0.00209555 -0.0541035 -0.0172327 -0.00369466
internal_weight=45.9162 28.2105 1.55953 17.7057 11.9456 10.8552 9.37758 5.88845 0.6676 0.0931173 0.0536242 3.48913 1.24308 0.722073 0.215072 0.16007 1.47759 5.76008 2.63241 26.651 0.597791 0.0560308 0.54176 0.0332445 0.0172913 0.0235337 0.0202941 0.0115391 0.0166948 0.0143494
internal_count=4633 2923 111 1710 1513 1441 1164 885 180 134 61 279 97 79 71 46 277 197 66 2812 708 235 473 457 198 405 325 120 314 262
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=4 4 0 1 0 1 1 2 4 3 1 0 3 3 2 0 4 2 3 1 4 0 3 3 0 3 1 0 2 3
split_gain=0.000383588 0.0013487 0.00148268 0.00132354 0.00322726 0.0137009 0.0282147 0.00245491 0.00218887 0.00128277 0.0012419 0.00446013 0.015502 0.00893489 0.00492312 0.00123679 0.00256373 0.00199621 0.0027798 0.00110782 0.00257887 0.00197569 0.00799725 0.0265091 0.0223406 0.0196206 0.011503 0.001397 0.00312399 0.00417787
threshold=40.574766824850009 40.722669576350008 87.261973998100004 62.084563606450011 87.525442894850016 65.036490633650018 64.630533455950015 0.0041150000000000015 40.467253020850002 0.11360500000000003 66.859265246100009 93.843319501450011 0.08759500000000002 0.096715000000000009 1.0000000180025095e-35 85.823648898300021 40.250747516500006 1.0000000180025095e-35 0.095830000000000012 61.987779113750001 41.319407281650008 85.823648898300021 0.08326500000000002 0.10526500000000003 85.705356740550016 0.10336500000000003 61.993156030000002 86.09518316945001 -0.031989999999999998 0.10990500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 8 6 -6 15 -5 10 -7 12 14 -14 -12 16 -1 18 -17 20 -3 22 -21 24 25 26 -24 28 29 -23
right_child=1 19 -4 4 5 9 -8 -9 -10 -11 11 -13 13 -15 -16 17 -18 -19 -20 21 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0050829769153320466 -0.007362307928042322 -0.0078732779375740754 -0.00086648086863461496 -0.0097473212070719358 0.09094501264313469 0.0044896548522047122 -0.034154927884450216 0.0074904222997436865 -0.00070626607940069011 -0.0046808786290283696 0.049419463720876064 0.00018948141501574467 -0.088019722627832059 -0.021225473191865393 -0.0065629799487501922 0.0010188014843603055 0.0021741975326289337 -0.0012957378304864285 0.007249364770252619 0.0015546652353458806 -0.00055750891216609989 -0.011784889249737765 0.10011914512421305 -0.1006882998472427 0.086190618799038721 0.092890724142075332 -0.096630090429962956 0.00021573008927432301 0.003497497594786206 0.00071364883504151141
leaf_weight=0.9257683085504923 0.53359458868635812 0.56478539277168716 1.0289929436621603 0.57558294262094445 0.046582662787840401 0.62543785046341227 0.029411577008431777 0.60717262379739612 0.50074909860359185 0.57481200611379968 0.03091570150718137 7.9528644199621414 0.030270871634684227 0.059178355601034127 0.031935109699759323 2.1024878342403213 1.0265805686874498 1.4872228801250456 1.0859281315351839 1.0329177780036864 3.2812549234426935 0.57192861059775146 0.0034942636266349627 0.01353417890678088 0.059486589510925114 0.011388168204575777 0.019864772169805534 20.066308500508576 0.52073055514074695 0.50236194580793381
leaf_count=212 70 51 41 76 45 72 11 50 6 105 25 912 39 29 33 52 22 6 15 102 436 48 1 26 19 4 119 1993 11 2
internal_value=-3.85094e-07 -0.000229315 -0.00308469 0.000364635 -0.000354773 0.000240255 0.0425284 0.00140447 -0.00554109 -0.000105098 0.000196166 -0.000135143 -0.0170865 -0.0438296 0.0209742 0.000846952 -0.00126702 0.00172966 0.00314084 -6.18818e-05 -0.00163182 0.000202921 0.00425924 0.0301817 0.0489776 -0.0147303 -0.0671985 -1.06847e-05 -0.00285912 -0.0059403
internal_weight=45.9035 28.2106 1.56259 17.6929 10.4577 9.38141 0.0759942 7.23516 1.07633 9.30541 8.7306 8.10516 0.1523 0.0894492 0.0628508 6.62799 1.95235 4.67564 3.18842 26.6481 3.84604 22.802 1.14069 0.107768 0.0942338 0.0347472 0.023359 21.6613 1.59502 1.07429
internal_count=4633 2923 111 1710 1353 1271 56 357 82 1215 1110 1038 126 68 58 307 234 73 67 2812 487 2325 271 169 143 124 120 2054 61 50
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=31
num_cat=0
split_feature=1 4 0 2 2 1 3 4 0 2 4 3 2 4 2 0 0 0 2 4 3 3 2 0 3 2 4 3 4 4
split_gain=0.000322837 0.00539334 0.00882604 0.00422268 0.00264215 0.00274651 0.00319139 0.00223543 0.00178442 0.00156678 0.00241106 0.00125993 0.0025685 0.000730476 0.000686193 0.000593689 0.00144111 0.000648338 0.00167252 0.0126773 0.0262263 0.00786648 0.00215153 0.00184392 0.0014654 0.000792645 0.00808632 0.0154722 0.00736644 0.00311391
threshold=81.339300736700025 39.198779702000003 104.03526427400001 -0.15397999999999998 0.70681500000000008 87.313054702550019 0.078655000000000017 44.749265482150008 110.27248713660002 0.20852500000000004 42.455548714850003 -0.144095 -0.045684999999999996 42.388109226950007 -0.15689999999999998 102.21786657775002 102.75018128760001 100.53758024625002 0.20852500000000004 36.859113051050009 0.094595000000000026 -0.08138999999999999 0.18839000000000003 90.321439350550008 0.085235000000000019 -0.036264999999999999 39.354247760400007 0.080960000000000018 37.232443001650005 40.148327922700012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 -3 5 7 8 9 -7 10 13 12 -10 -4 -13 17 -17 18 22 -20 21 -21 25 -23 -19 -1 27 -27 -29 -28
right_child=1 2 4 -5 -6 6 -8 -9 11 -11 -12 14 -14 -15 -16 16 -18 24 19 20 -22 23 -24 -25 -26 26 29 28 -30 -31
leaf_value=-0.00018699452317874558 0.00097145750780531842 0.02327106364840726 -0.014852421237510819 -0.1002412331295814 -0.10008604226125657 -0.10001738475250105 -0.10005752166913279 0.064503076294524023 -0.067324402221126997 0.049570746612176149 -0.083284269451674664 0.0036631415310250425 0.064626462964727405 0.081003161443916408 0.094966901677368348 0.0059543722943035792 -0.0013886036966318433 -0.0001120153017725151 -0.00061651057389450377 0.01644195307559981 0.091451565447330393 -0.028950691740823483 -0.0061637881108778303 -0.10017747542512485 -0.0060396008591195836 -0.029107781246218246 -0.0047012338404043875 0.0075920117814804169 0.055651793161881673 0.0010513773286409702
leaf_weight=30.754138255891576 0.51074413076584635 0.0032571077090324243 0.001546150011191294 0.018433259286704695 0.0025583340116099853 0.0015005558055563037 0.0042851981542895165 0.0095429854187050189 0.0034493632558061371 0.0038335491060479399 0.0038380045909889304 0.0012545900548399666 0.0025775963144560885 0.0016364393959520385 0.0023934881515774702 0.54572267920878026 0.52381633368280756 1.5130080874571654 0.52716190143218078 0.025071353716612066 0.046884701911949378 0.0057520375359612066 0.56186518739923386 0.0098733748303843072 0.5757729624194069 0.045254173244779206 1.0509637634568196 0.049971225520167195 0.088156971321041055 8.990733820937141
leaf_count=2301 382 11 53 119 14 90 282 40 37 10 25 44 15 2 47 41 176 46 30 28 47 11 29 42 66 32 42 27 33 511
internal_value=2.50237e-07 -0.00236301 -0.030697 -0.0816942 -0.00190331 0.00510168 -0.0266866 0.0291968 0.00144698 -0.00184453 -0.0299195 0.0171837 -0.010892 0.0344351 0.0635671 3.00218e-05 0.00235808 -2.62552e-05 5.89543e-05 0.0052368 0.0404684 -0.0182666 -1.76697e-05 -0.0739574 -0.00174596 6.65996e-05 0.000829339 0.0216391 0.038265 0.000449309
internal_weight=45.885 0.570851 0.0601066 0.0216904 0.0384163 0.0358579 0.0154608 0.0203971 0.0111756 0.0108541 0.00702059 0.00967504 0.00602696 0.00318259 0.00364808 45.3141 1.06954 44.2446 42.1558 0.614743 0.0875815 0.0406968 41.5411 0.0156254 2.08878 40.9792 10.2251 0.183382 0.138128 10.0417
internal_count=4633 1171 789 130 659 645 515 130 233 90 80 143 52 55 91 3462 217 3245 3133 158 128 81 2975 53 112 2946 645 92 60 553
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=31
num_cat=0
split_feature=3 2 2 4 2 1 4 4 0 0 0 3 3 3 2 3 3 2 2 2 2 2 4 3 3 2 3 1 3 3
split_gain=0.000345862 0.0014802 0.00225077 0.01207 0.00305305 0.00184595 0.00181168 0.00287074 0.00163114 0.00204842 0.00137965 0.0107738 0.00496479 0.00428767 0.00370332 0.00362497 0.00361597 0.00291336 0.00305043 0.00253677 0.00168917 0.0018636 0.00129914 0.00117209 0.00143952 0.00118634 0.00290527 0.00163793 0.00116483 0.00282373
threshold=0.10249000000000003 -0.036264999999999999 -0.086139999999999994 40.408647214050006 -0.088465000000000002 61.987779113750001 41.11191809080001 36.654713368950006 86.345209775600011 86.393602021950016 85.398872513700013 0.099855000000000027 0.087125000000000022 0.08574500000000003 -0.016014999999999998 0.083905000000000021 0.08326500000000002 0.11061500000000003 -0.086139999999999994 -0.10434500000000001 -0.088880000000000001 -0.105535 39.955516828000007 0.07771500000000002 -0.10978499999999999 -0.23353499999999996 -0.23921499999999998 57.027573863050009 -0.38221499999999997 -0.25587999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 5 6 -4 7 -2 -3 -10 11 12 13 15 19 16 17 18 20 -14 21 23 -11 24 25 26 27 -1 -27 -30
right_child=1 8 3 -5 -6 -7 -8 -9 9 22 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.1000618587355542 0.0010265134491246855 -0.0041793188413852015 0.0035817658715830343 -0.015019485591253637 0.0069755281933999227 -0.0025464636140134079 0.00098469558266514232 -0.0092688953610705997 0.0071181471834923698 0.0048556705529013951 0.00012545625706359095 0.090765086798099914 -0.016218958655395629 0.087167396091434146 0.032466706216950122 -0.10045502896646348 0.099375952198528184 0.084260277434271905 -0.10007964341153584 -0.10031515293246318 0.10005537064457491 -0.10018885095415631 -0.0001245112283329807 0.076038899501955998 -0.0574158848568335 0.088491752049378786 0.045189440724237834 0.0024145563384112257 -0.1001026155025824 0.045515845167450275
leaf_weight=0.0038769929800224427 0.51989060363572825 0.60437927232806021 0.90983679174678433 0.69845969005245923 0.55220251318996805 1.069105410935429 1.5583873804116646 0.56535852579562773 0.54282352328300465 0.61211044535519654 34.526645569871278 0.014702018962225338 0.0057000657380821265 0.0068003808556795766 0.0046786646158851744 0.0032083915705420898 0.0040717027971481903 0.0037181511349961829 0.00331661632902452 0.0096759221889044528 0.0016258428804576423 0.0019091230351477853 3.630580331903964 0.0019832647749750123 0.0041794689180181697 0.0026552232141883606 0.0045808291232498563 0.002609561418517703 0.0017407474038244478 0.0056663425596306313
leaf_count=45 51 51 11 58 20 63 72 82 5 70 3307 16 40 19 28 20 61 13 143 33 1 3 88 15 108 33 23 40 6 108
internal_value=4.67063e-07 -0.000480869 -0.00157907 -0.00371783 0.000212735 0.000271046 -0.00119988 -0.00433686 0.000715814 0.00133404 0.000157093 0.012756 -0.00317367 0.0131432 -0.0454353 0.00199199 0.00983029 0.000200537 -0.00895324 -0.0691397 0.00085074 -0.00467264 0.000594 0.00200879 -0.00379233 0.00681445 -0.0157791 -0.0588353 0.0316647 0.0112939
internal_weight=45.8765 11.2631 5.87324 2.6774 3.19584 1.97894 2.64364 1.08525 5.38989 4.78551 34.6133 0.0866993 0.0719973 0.0519426 0.0200547 0.0451423 0.0419339 0.0378622 0.034144 0.015376 0.0308274 0.0292016 4.24269 0.0272924 0.0253092 0.0211297 0.0110674 0.00648655 0.0100623 0.00740709
internal_count=4633 571 357 132 225 74 205 133 214 163 4062 755 739 638 101 619 599 538 525 73 382 381 158 378 363 255 108 85 147 114
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=31
num_cat=0
split_feature=0 2 1 3 3 0 2 2 2 2 3 3 0 1 4 3 3 3 2 2 2 2 3 2 3 3 3 4 1 0
split_gain=0.000505036 0.00548417 0.00596412 0.00296039 0.0025493 0.00182394 0.00154123 0.00151081 0.00143775 0.00356171 0.00303641 0.00353195 0.001361 0.00126235 0.00414766 0.00611059 0.00294578 0.00271902 0.00251624 0.00303265 0.000772982 0.00101287 0.00124362 0.00170388 0.0013569 0.00115772 0.000702409 0.00087506 0.00195737 0.00150641
threshold=102.21786657775002 -0.079369999999999996 80.677940036650014 0.086375000000000021 0.085715000000000027 102.75018128760001 -0.087660000000000002 -0.24023999999999998 0.053690000000000009 -0.0025899999999999999 0.090850000000000028 0.088075000000000028 119.44012936145002 61.546871980350012 35.119813570500007 0.10249000000000003 0.099855000000000027 0.093745000000000023 -0.013285 -0.017745 -0.088274999999999992 -0.160525 -0.15148999999999999 -0.088880000000000001 0.074735000000000024 -0.15148999999999999 -0.53179999999999994 48.914776625700007 55.887667615750004 73.921844754800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 4 6 -3 7 -4 9 10 11 -7 20 14 -1 16 17 18 19 26 21 25 -23 24 -24 -9 -16 28 -28 -30
right_child=1 5 3 -5 -6 8 -8 12 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.076946823746309234 -0.10023702753228102 0.0073905529647807708 -0.10003290749025091 -0.1000329242847568 0.089119901948754132 -0.010666802459744313 -0.10007331148829766 0.089126326553339311 -0.001892487233224767 -0.10003623183087196 -0.033087449567195192 0.090980963045247276 -0.10009412486498225 -3.2865635432841807e-05 0.032041249448671594 -0.07815015149886935 0.07855526722496925 -0.10008772079967553 -0.076960658558541159 0.10006540003282678 0.10002309576912866 -0.10007019309413173 0.063021072494427441 0.10001902298478714 -0.071591934120095166 -0.018929625668276599 -0.074640374340736268 -0.035813065661204173 0.075158675666716357 -0.010691775562178303
leaf_weight=0.0045211532713416566 0.010539065495454497 0.54518723186629359 0.0013440464802959131 0.003048674416743071 0.0030967647475202689 0.0050558797810929266 0.0017000006530535098 0.002742078893533062 0.51614900361380467 0.002100770589570782 0.0047723379859684325 0.010554333595210519 0.0010061483716500294 44.695470410751511 0.0044399646157504647 0.014472957854337665 0.0040757512260825015 0.0031387136000375895 0.0039398303915492731 0.0031947000534273675 0.0011222778994128555 0.0013001085644788746 0.0011005655742333531 0.0014705684734512003 0.0023428904732831213 0.0015531425831314671 0.0022824116441882572 0.008575929395719939 0.0038915277043471974 0.0043049184311074185
leaf_count=82 114 30 118 195 15 38 24 10 226 81 39 72 67 2882 25 21 9 12 151 3 2 25 11 3 121 51 71 42 15 78
internal_value=5.98787e-07 0.00210168 -0.0384603 -0.00863202 0.00620677 0.00331299 -0.0101665 0.000764977 -0.000814191 0.0239402 0.0367181 0.058059 0.011485 -5.18052e-05 -0.0149453 -0.0228865 -0.00175145 -0.0114444 -0.0023607 0.00865156 0.0211367 0.0127125 -0.0130976 0.00991277 -0.0285682 0.0500535 -0.00377844 -0.0121248 0.00726174 0.0300685
internal_weight=45.8685 1.11619 0.0323663 0.0218273 0.0187786 1.08382 0.0156818 0.0139818 0.538632 0.0224833 0.0203826 0.0156102 0.0126378 44.7523 0.0568379 0.0523167 0.0378437 0.033768 0.0306293 0.0266895 0.0116316 0.0105094 0.00621413 0.00491402 0.00344346 0.00429522 0.0234948 0.0190548 0.0104789 0.00819645
internal_count=4633 1242 756 642 447 486 432 408 456 230 149 110 290 3391 509 427 406 397 385 234 223 221 160 135 132 61 231 206 164 93
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=0 2 1 3 3 0 2 2 1 2 2 1 2 0 0 2 3 3 3 3 4 0 3 3 4 4 4 4 2 3
split_gain=0.00041024 0.00483848 0.0054531 0.00267955 0.00225236 0.00148502 0.00139833 0.00136249 0.00107794 0.00364199 0.00575525 0.00437813 0.00253105 0.00119212 0.00169767 0.0015493 0.00114617 0.00172575 0.00123226 0.00154388 0.00115522 0.00104923 0.00102057 0.00142553 0.000996387 0.00441414 0.00342809 0.00268588 0.00207819 0.000745411
threshold=102.21786657775002 -0.079369999999999996 80.677940036650014 0.086375000000000021 0.085715000000000027 102.75018128760001 -0.087660000000000002 -0.24023999999999998 61.546871980350012 -0.071969999999999992 -0.017745 61.076391807500009 -0.098419999999999994 82.605564516150011 82.250688042950017 0.11873000000000002 0.10487000000000003 0.08729000000000002 0.07771500000000002 -0.10978499999999999 48.96897326980001 113.1679565431 0.074735000000000024 0.078385000000000024 40.806664626150003 40.890797847750008 44.749265482150008 48.823707093150006 0.20852500000000004 0.077990000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 6 -3 7 -4 9 12 -11 13 16 14 15 -12 17 18 19 20 -1 22 -9 -24 -7 -26 28 -28 -27 -23
right_child=1 5 3 -5 -6 24 -8 21 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 29 23 -25 25 26 27 -29 -30 -31
leaf_value=0.030384169781612486 -0.10021450815700468 0.0066856253067073511 -0.1000297746548225 -0.1000297913168484 0.08712227002882611 -0.00176634209200694 -0.1000663362730905 0.069065782462614841 -2.9579480494674989e-05 -0.10035517994498672 0.022927600599024104 0.10006205241279394 0.08507002865207286 -0.10019808845152885 0.10001818884584435 -0.10005471164044698 0.055095465972743153 -0.07044796301728691 0.071328905736226397 -0.075571905768174685 -0.020925572622960943 -0.050505415020790312 -0.10001200809677689 0.037427301163402892 0.10009125921676643 -0.10010736189149823 0.05996698981556018 -0.033409235206043518 -0.0076474336481953953 0.047830568885305104
leaf_weight=0.0085745785696114372 0.0095381746659772698 0.54254930242313937 0.0012161797182364395 0.0027586367228449446 0.0028631435636712324 0.50856192242223974 0.0015383260248275224 0.0039178208023571432 44.696363158649937 0.010249046341129997 0.0019574516206238013 0.0033110944787040353 0.003643252388428663 0.0021913868582785767 0.001069501624442637 0.00214889614453595 0.0030230507964006384 0.0039979160956420392 0.0022340493269292763 0.0028210288529904618 0.0089870388809067947 0.0033505109532733224 0.0010921960264553832 0.0024419725981079665 0.005268967477604746 0.0041262239355166486 0.009796139414508076 0.0044934365366984261 0.0059169013324833486 0.0010011977417224149
leaf_count=135 114 30 118 195 15 233 24 33 2882 17 132 2 8 7 2 25 15 41 19 85 21 90 83 28 2 126 44 35 16 56
internal_value=4.4176e-07 0.00189912 -0.0379073 -0.00845745 0.00604286 0.00299374 -0.00990293 0.00075007 -4.66716e-05 -0.0141396 -0.0468267 0.0045498 0.0064144 -0.0383768 -0.0122024 -0.0414304 -0.00325445 -0.00988219 0.000823917 -0.00690381 0.00412676 0.0111338 0.0339173 -0.00504681 -0.000728233 0.0171067 -0.000862699 0.0306043 -0.0456346 -0.0278813
internal_weight=45.861 1.11043 0.0297182 0.02018 0.0174213 1.08071 0.0145582 0.0130199 44.7506 0.0542083 0.0209274 0.0106783 0.0332809 0.00736724 0.00517585 0.00410635 0.0296377 0.0266146 0.0226167 0.0203826 0.0175616 0.0118037 0.00745199 0.00353417 0.538164 0.0296017 0.0243327 0.0142896 0.0100431 0.00435171
internal_count=4633 1242 756 642 447 486 432 408 3391 509 185 168 324 166 159 157 316 301 260 241 156 290 144 111 456 223 221 79 142 146
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=31
num_cat=0
split_feature=4 1 0 0 3 2 4 1 0 2 2 2 3 4 1 3 2 4 1 3 2 2 1 2 2 0 4 2 4 4
split_gain=0.000374304 0.00131065 0.00251161 0.00239219 0.00349454 0.00113806 0.0195017 0.00768746 0.0107444 0.0103005 0.00112266 0.00644918 0.0175351 0.0152891 0.0016841 0.00391991 0.0289738 0.017076 0.0011084 0.00130361 0.00996358 0.00626144 0.00109772 0.00282009 0.0393475 0.00208096 0.00400008 0.00322268 0.00133251 0.00121036
threshold=40.574766824850009 62.068432857650002 86.538778761000017 85.968825637350008 0.093955000000000025 0.075080000000000022 37.995872310650007 68.20618276945001 100.53758024625002 0.18839000000000003 -0.102645 -0.117885 0.08846500000000003 38.396531328800009 71.053259929650025 0.081515000000000018 -0.060989999999999996 37.232443001650005 61.998532946250002 0.10249000000000003 -0.124155 -0.07490999999999999 61.993156030000002 -0.095074999999999993 -0.117885 85.769879735700016 42.206017975500011 -0.036264999999999999 42.081757894750005 40.806664626150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 18 -5 10 -7 -8 9 -9 11 -4 -13 -14 15 -12 -17 -18 19 20 -1 -22 23 24 -2 28 27 -27 -25 -24
right_child=22 2 5 4 -6 6 7 8 -10 -11 14 12 13 -15 -16 16 17 -19 -20 -21 21 -23 29 25 -26 26 -28 -29 -30 -31
leaf_value=0.00023968763541710339 -0.0003743399809130395 -0.0067913725317765633 -0.00042062288826291792 0.00077989918119181873 0.0081405518650013945 0.00082830966303600788 -0.10079602272487165 -0.051089669130470486 -0.10047897233221391 0.039051118020924896 0.00032086547932857405 -0.094081361544099157 -0.047952966742902357 0.047620359110088495 -4.8804047733685713e-06 -0.00016200443754602021 0.0087567753555378453 0.080540679721914699 -0.0043214052971999291 -0.00042221832841493406 0.085478288446596301 0.019222832176076232 -0.0017830204606182978 0.0064117366876312283 -0.09588604725190486 -0.0082864140863734559 0.0030023705367266964 -0.00051212201446838976 -0.00050205413761902624 0.00034188625549426584
leaf_weight=0.50569179811835296 0.5291694710019258 0.56223798591262308 1.5914627298745787 1.5759161865416902 1.0918862588587215 1.0751499110987399 0.020998723751460946 0.026878103104536422 0.016962170045202285 0.023993586790311383 1.5417301622965118 0.027772984978998716 0.033063918215983645 0.033899290478899502 5.7486852613873509 0.61101598015937963 0.056594614991808845 0.079955974546464859 0.54447260206569614 2.442034883895758 0.022017828036041465 0.04050133554374713 3.0907680033213252 0.56637001136923448 0.046960089009644435 1.0960184535852024 1.0636143929548323 1.0383657962956934 0.54896035361568063 20.200805953127375
leaf_count=161 242 69 414 49 22 132 30 23 77 20 45 35 33 9 349 73 17 32 17 45 16 42 75 62 30 38 22 23 151 2280
internal_value=2.13873e-07 0.000360999 -0.000273838 0.0015292 0.00379249 6.2711e-05 -0.0028923 -0.0479233 -0.0315559 -0.00857485 0.000416426 -0.00192951 -0.0272772 0.000429839 0.000908554 0.00320229 0.00914475 0.0507892 -0.000169396 0.000581591 0.00489573 0.0425565 -0.000226042 -0.00158823 -0.00815946 -0.000710509 -0.00200765 -0.00450427 0.0030088 5.99133e-05
internal_weight=45.854 17.6729 11.4504 6.22252 2.6678 10.8882 1.16398 0.0888326 0.0678339 0.0508717 9.72418 1.6862 0.0947362 0.0669632 8.03798 2.2893 0.747567 0.136551 3.55472 3.01025 0.568211 0.0625192 28.181 4.88946 0.57613 4.31333 3.198 2.13438 1.11533 23.2916
internal_count=4633 1710 1358 352 71 1289 282 150 120 43 1007 491 77 42 516 167 122 49 281 264 219 58 2923 568 272 296 83 61 213 2355
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=0 2 1 3 3 2 2 0 1 2 2 1 3 1 0 4 2 2 3 0 1 2 3 0 2 2 4 4 4 2
split_gain=0.000362502 0.00426855 0.00504167 0.00242348 0.00198258 0.00127027 0.00122253 0.00113304 0.000962858 0.00339536 0.00512034 0.00393173 0.00221844 0.00164716 0.00188706 0.00163377 0.00115898 0.00181584 0.00160223 0.00107278 0.00131672 0.00140274 0.000906209 0.000884103 0.00094602 0.00187937 0.000821242 0.00404096 0.00289806 0.00231947
threshold=102.21786657775002 -0.079369999999999996 80.677940036650014 0.086375000000000021 0.085715000000000027 -0.087660000000000002 -0.24023999999999998 102.75018128760001 61.546871980350012 -0.071969999999999992 -0.017745 61.076391807500009 0.10336500000000003 58.309968391300011 76.535026057600007 35.374259656300005 -0.23265499999999997 -0.23381499999999997 -0.23921499999999998 82.605564516150011 58.960575258850007 0.11873000000000002 -0.23921499999999998 113.1679565431 -0.160525 -0.088880000000000001 40.806664626150003 40.890797847750008 44.749265482150008 0.25783500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 5 6 -4 -3 9 12 -11 19 13 14 16 -15 17 18 -1 20 21 -12 -18 24 -8 -26 -9 -28 -29 -30
right_child=1 7 3 -5 -6 -7 23 26 -10 10 11 -13 -14 15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.10006218101197571 -0.10019568135054105 0.0060204389059593678 -0.10002695627306142 -0.10002695551341274 0.084838273696152683 -0.10006004198357062 0.086249239693419008 -0.0013849723173744704 -2.8627755590910758e-05 -0.10032096662471038 0.020397593990628564 0.10005507886679571 0.065458795831925778 0.0361596230926301 0.062459173356975296 -0.10005163799832101 0.01316660840123905 0.027770882665562616 0.01240493484904134 -0.10017932664603896 0.089075708520595751 -0.10005159526693558 -0.10005504987513221 -0.025747693619580937 -0.033719636559394216 0.10001519324210868 0.10008253542411859 -0.042990122924123263 0.053497203604232872 -0.037955051557346249
leaf_weight=0.0026335973223504542 0.0086666874505946651 0.54001106959185263 0.0011001640277354665 0.0024961906450579321 0.0026559262626896776 0.0013924350921329523 0.0022086389970432663 0.50958445063480851 44.674851298811625 0.009295611223670619 0.0019463126049612881 0.0029391880379989743 0.0052596760015148894 0.0012243213594189109 0.0046035245332518562 0.0031363396538659494 0.0010439188957183099 0.0097686614787448889 0.002440539896303915 0.0019839169932289735 0.0010042515707908706 0.0019213460909726088 0.0021898073262711674 0.0042498108001001178 0.0034099163984251391 0.0015188612742349523 0.0047663250006735316 0.0096489701772792813 0.010080288630897272 0.00382591707638369
leaf_count=46 114 30 118 195 15 24 20 233 2882 17 130 2 19 34 17 49 23 45 40 7 10 19 51 146 120 4 2 142 66 13
internal_value=-1.4708e-07 0.00178861 -0.036973 -0.00818291 0.00568161 -0.00946514 0.000636851 0.00278464 -4.43644e-05 -0.0137244 -0.0471588 0.0032929 0.00603642 -0.0055218 0.00530032 -0.0618083 -0.00925625 0.00256256 -0.0459682 -0.0381904 -0.0129475 -0.0394382 -0.0635046 0.0103624 0.0318633 0.00749234 -0.000463818 0.0161104 -0.000881167 0.0283366
internal_weight=45.8319 1.10562 0.0276986 0.0190319 0.0165358 0.0138798 0.0124874 1.07792 44.7262 0.051391 0.0190906 0.00979502 0.0323004 0.0270407 0.02268 0.00436066 0.0180765 0.0148428 0.00507414 0.00685583 0.00487191 0.00386766 0.00323373 0.0113872 0.00713742 0.00492878 0.537906 0.0283215 0.0235552 0.0139062
internal_count=4633 1242 756 642 447 432 408 486 3391 509 185 168 324 305 222 83 205 131 86 166 159 149 74 290 144 124 456 223 221 79
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=31
num_cat=0
split_feature=2 4 3 4 3 2 2 0 4 0 0 0 0 4 1 3 0 0 2 4 0 4 4 0 3 3 3 0 3 1
split_gain=0.000352293 0.00165465 0.00400443 0.00240784 0.00474237 0.00398475 0.00217544 0.00277197 0.00193015 0.00126553 0.00217225 0.00295475 0.00142288 0.00134069 0.00130177 0.00114528 0.00993391 0.0108453 0.00225729 0.000697283 0.00396785 0.0120884 0.00388684 0.000674072 0.000644369 0.00271344 0.00109061 0.00200303 0.00158164 0.00233226
threshold=-0.14008999999999996 39.955516828000007 0.67135500000000015 38.110427674550003 0.095830000000000012 -0.14510999999999999 -0.26416999999999996 87.525442894850016 39.262923716450011 96.631250582750013 89.861713010250014 89.237990724000014 97.722764583650005 36.772607578000013 61.076391807500009 0.098950000000000024 87.727077254650013 97.615226258450022 -0.59614999999999996 41.32819714970001 86.420486603250012 43.384297312450009 43.477771593600004 86.780739992750014 -0.53179999999999994 -0.25420999999999999 -0.24212500000000001 85.823648898300021 -1.0000000180025095e-35 55.887667615750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 9 8 -8 -5 10 11 14 -11 -14 -1 19 -17 -18 -19 23 21 -21 -23 -3 -24 -26 -27 28 29 -28
right_child=-2 15 -4 4 -6 -7 7 -9 -10 12 -12 -13 13 -15 -16 16 17 18 -20 20 -22 22 24 -25 25 26 27 -29 -30 -31
leaf_value=0.01129519915280492 -7.0966140820632605e-05 -0.0034322816508820797 0.099147235878866521 -0.022744771639109648 -0.10040785200168155 0.08564857670551311 -0.10018947124596499 0.0085075372695150361 0.068265050710309846 0.086193846074579569 -0.10010525241870105 0.071420505765690243 -0.10005566207781132 0.037173300300651232 -0.10024678288097111 -0.050465874974761363 0.076698401148453207 0.010230633838733509 -0.070514452077107048 0.08110011815920061 0.0015002966751266893 -0.1007329088851891 0.03846089716421093 0.0016338017578892132 -0.10008400099430577 0.056889240439542854 -0.10006144810148297 -0.10012750755781162 0.053201072766626105 0.017581418818811412
leaf_weight=0.0016750339401606622 43.031210385928148 0.52340511399768297 0.0028223347644598098 0.0048643497986358142 0.0093882706246579684 0.004512013087315094 0.0048224761627722046 0.0045689306004312868 0.0044733051906291621 0.0020145624186227442 0.003847842682397129 0.0028892153641209006 0.0012728535348802278 0.0016155043155595683 0.0027875355163668198 0.016511872129285843 0.028176245046779513 0.0067241051483506453 0.0071371029226062754 0.024446142738110688 1.5793416567440708 0.0043910555468210646 0.0039216182603230001 0.5271697160238662 0.0026624384402742464 0.0036461686459041661 0.0024157588435804178 0.0018970007658936075 0.0051200892798704068 0.0055722230109944704
leaf_count=104 3015 110 3 29 34 10 19 35 15 9 28 7 116 43 61 19 16 11 36 40 568 5 20 94 27 6 55 3 71 24
internal_value=-3.13525e-07 0.00108779 -0.0166613 -0.0233685 -0.0424014 0.00259167 -0.0133247 -0.0473082 0.0208545 -0.0206813 -0.03923 -0.00736861 0.0216892 -0.0233013 -0.0583793 0.00142144 0.0152574 0.0410728 -0.0313448 0.00111962 0.00241226 0.0290489 -0.0139011 -0.000890163 0.00120802 -0.00564634 0.00783451 -0.00408558 0.00981361 -0.0179966
internal_weight=45.8253 2.79409 0.0515542 0.0487319 0.0281173 0.0206146 0.0187291 0.00939141 0.00933765 0.0161025 0.0111996 0.00735178 0.00490292 0.00288836 0.00446257 2.74254 0.0585493 0.0420375 0.0138612 2.68399 1.63341 0.0540725 0.0296264 1.05057 0.0252353 0.0213137 0.0186512 0.0150051 0.0131081 0.00798798
internal_count=4633 1618 513 510 132 378 98 54 44 368 200 172 168 159 165 1105 82 63 47 1023 819 251 211 204 206 186 159 153 150 79
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=4 4 0 3 2 4 3 3 0 4 0 2 3 2 3 2 0 1 4 3 4 2 2 3 3 2 3 1 4 0
split_gain=0.00034941 0.00144445 0.00132991 0.00124352 0.00271632 0.00122646 0.00318171 0.0101342 0.00610924 0.00890453 0.00457376 0.00284317 0.00255566 0.0018844 0.00154524 0.00133362 0.00117642 0.00132433 0.00322102 0.00593463 0.00125465 0.00134754 0.0299462 0.0116751 0.0153883 0.0139578 0.0118622 0.0250516 0.0110361 0.0193167
threshold=40.574766824850009 40.165165956550005 86.692020874450009 0.12001500000000002 -0.124155 40.003678352300007 -0.10696499999999999 -0.13578999999999999 94.985914206850012 35.771221912400001 97.789976036950009 -0.074029999999999999 -0.245505 -0.036264999999999999 -0.25843999999999995 -0.074029999999999999 85.823648898300021 63.910026677050006 39.955516828000007 0.085345000000000018 39.896141435400004 -0.072755 -0.080869999999999997 0.08729000000000002 0.094595000000000026 -0.117885 0.091885000000000022 70.128430332750014 35.374259656300005 89.711159354950013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 8 9 15 -10 -7 -12 -9 -11 -1 -8 18 19 -18 21 22 23 25 26 -19 27 -25 -26 -30
right_child=-2 2 -4 -5 -6 11 16 13 10 14 12 -13 -14 -15 -16 -17 17 20 -20 -21 -22 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=-0.0046757106344522507 -0.00021888978094055053 0.00056196940932355145 0.00015364093796407663 0.0014989065494416904 0.010594288517603179 0.00029076590132588043 -0.0026126323762177832 0.092710409407752381 0.096149001246760832 -0.038206014295947888 -0.10003569627730463 -0.0085184694875874347 0.059864002843734165 0.034474670248585797 -0.093832846558902228 0.10004205316336706 -0.0014295937732169742 0.040716132928718507 -0.0015620299469746206 0.01299913927400111 0.0044694739612776433 -8.4442634634117748e-05 -0.10043198987411878 0.044073204918792387 0.0007434848561220361 -0.10045268810494981 0.071102830710075948 -0.10081775932218795 0.046173938139306564 -0.074633178903742547
leaf_weight=0.0016975070621582369 28.167562569593365 0.50454473146459122 2.6287707301105616 1.5244770140143371 0.58028386521164177 1.0377182649673038 1.4725747087304881 0.016113367837691239 0.007602825528010726 0.0091518732212065856 0.0024405154205217605 0.56631882659463872 0.0016929312907554284 0.0084808526929520955 0.010991055557553864 0.0042889105970971286 0.53711597758228824 0.0099961433172744557 0.98974057286977757 0.6074485202843789 0.5275843989274448 5.8538219398106603 0.031241202545580715 0.045838448248105124 0.5111557022831078 0.023397764643386984 0.052066134064798097 0.016132945171215329 0.018077045868267361 0.049420816750602448
leaf_count=66 2923 30 113 13 24 26 164 40 6 26 102 63 20 19 26 6 19 127 4 31 19 378 41 26 52 50 37 53 12 117
internal_value=-2.89352e-07 0.000348571 0.00174113 0.00334046 0.00592834 -0.000239108 0.000143837 0.0226484 -0.00981453 -0.0367343 0.0501191 -0.00281941 -0.0345457 0.0726289 -0.068559 0.0703483 1.3027e-05 0.000429986 0.00261558 0.00622809 -0.000223452 -0.000597958 -0.00456722 -0.000442458 0.00234174 -0.0581952 0.0359163 0.0063539 -0.00427494 -0.042279
internal_weight=45.8177 17.6502 5.23808 2.60931 1.08483 12.4121 10.8081 0.0624598 0.0378656 0.0261293 0.0117363 1.60404 0.00413345 0.0245942 0.0201429 0.00598642 10.7456 9.27304 2.13431 1.14456 7.13873 6.61115 0.757326 0.726085 0.692691 0.0333939 0.114038 0.0619714 0.578654 0.0674979
internal_count=4633 1710 180 67 54 1530 1441 311 252 124 128 89 122 59 52 72 1130 966 54 50 912 893 515 474 297 177 116 79 181 129
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=3 1 3 3 2 1 1 3 2 2 3 0 0 1 3 1 0 0 4 4 3 2 2 3 2 3 2 3 3 4
split_gain=0.000314286 0.00374582 0.0104612 0.0114849 0.00777688 0.00462847 0.00410847 0.00168015 0.00427974 0.0244642 0.010699 0.0291184 0.00698073 0.00299208 0.00232539 0.00204887 0.00157621 0.00184459 0.00226196 0.00272931 0.00141238 0.00212515 0.000996967 0.0226144 0.00991765 0.00706833 0.00299166 0.0010558 0.00265757 0.00242829
threshold=0.084565000000000015 61.93938686740001 0.083395000000000011 0.08079500000000002 -0.06828999999999999 61.740440965750004 61.740440965750004 0.082535000000000011 -0.0098449999999999979 -0.082404999999999992 0.08326500000000002 89.474575039450016 86.904409066750006 61.993156030000002 0.081775000000000028 62.084563606450011 86.692020874450009 85.823648898300021 39.571921479100006 41.741384785950011 0.085175000000000015 0.050115000000000014 -0.13734499999999997 0.088565000000000019 -0.14510999999999999 0.08574500000000003 -0.18437499999999998 0.092015000000000027 0.092185000000000031 43.219899330700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 14 9 10 -9 12 13 -12 16 -15 17 -3 -19 -20 21 -2 23 24 25 -22 -27 29 -29 -24
right_child=20 7 -4 -5 6 -7 -8 8 -10 -11 11 -13 -14 15 -16 -17 -18 18 19 -21 22 -23 27 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0014343929495594196 -0.0082156320795018483 0.0013278128677120483 -0.089312030414720162 0.097776678822109941 -0.054625351706151432 -0.10016917663030556 0.10005111704990527 -0.0041041913803490562 -0.0010164080503204324 0.051231907635823803 0.10009770186591725 0.073262204188463118 -0.10065759605165206 -0.10012367682604495 -0.0064231027807232395 0.058348971241981011 0.00080796930521246507 0.0014029374063405104 -0.01131775415449836 -0.0013655287416874506 -0.071721075347184096 0.00083718328174621146 -0.0014299837373350881 0.00022828675558874399 0.10004642232021406 0.0040561132053080267 0.097666455199057839 0.0071347080503115683 4.0258042197986953e-05 0.0052001750399765581
leaf_weight=0.021912154982241278 0.53189226649229826 1.0361758765473497 0.0072989872137441117 0.020742951754073147 0.0020756128690051093 0.0060611698429156721 0.0099459198827389628 0.52574008117538318 1.003511706765801 0.11561332794815371 0.002866598078981041 0.056456402346387269 0.015089966414961964 0.0020922510975651676 0.56078447783239127 0.001337298218061278 8.9107255925308202 0.51450336759444315 0.58417738130628982 0.52159687979644787 0.0068089174251149123 0.50600233983745113 9.2370905989294005 1.6607551605377979 0.033120387585291622 0.0065343796974396398 0.0071492947240619506 0.54330851931377111 18.758572470287984 0.58753520008973481
leaf_count=257 41 186 4 22 120 42 8 45 42 23 1 46 7 6 96 63 1281 7 43 78 25 11 672 362 18 25 19 18 885 180
internal_value=-6.60023e-07 0.000395794 0.0238024 0.0373955 0.00607944 -0.0228279 0.073345 0.000280818 0.00320313 0.00909076 0.00101883 0.0356192 -0.0637532 0.0246954 -0.000134281 -0.0383298 0.000170606 -0.00196735 -0.00407462 -0.00662326 -0.000173757 -0.00380213 -5.16509e-05 0.00229187 0.066215 0.0115362 0.0529646 -0.000189589 0.000239952 -0.00103349
internal_weight=45.7975 13.9187 0.0680368 0.0607378 0.0399949 0.0279733 0.0120215 13.8507 1.72271 0.719196 0.603583 0.0778425 0.0213861 0.00629615 12.128 0.00342955 11.5672 2.65645 1.62028 1.10577 31.8788 1.03789 30.8409 1.71437 0.053613 0.0204926 0.0136837 29.1265 19.3019 9.82463
internal_count=4633 2377 453 449 427 299 128 1924 233 191 168 123 77 70 1691 69 1595 314 128 121 2256 52 2204 449 87 69 44 1755 903 852
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=4 4 3 3 3 2 2 2 2 3 1 0 1 4 4 4 0 1 0 4 2 2 2 4 0 2 3 2 2 0
split_gain=0.000305425 0.00249091 0.00110584 0.00174738 0.0244847 0.00669393 0.00450165 0.00234019 0.00286214 0.00097759 0.00241471 0.0305011 0.00903684 0.00167953 0.00359526 0.00140457 0.00128006 0.00198838 0.0146816 0.0100136 0.00766594 0.00486499 0.00918597 0.00195389 0.00188886 0.00135432 0.0160047 0.0154143 0.00265056 0.00548672
threshold=41.559097512700014 41.741384785950011 -0.097064999999999999 -0.245505 -0.22831499999999999 -0.036264999999999999 0.26597500000000007 -0.10434500000000001 -0.105535 0.090465000000000031 62.084563606450011 86.208098410950015 62.025417527550012 39.656620114300004 38.474425342400004 41.362929270750008 85.990333302400003 65.765062787050013 93.843319501450011 40.040404835300002 -0.057599999999999998 -0.072755 0.0027500000000000003 40.574766824850009 86.538778761000017 -0.087660000000000002 0.094595000000000026 -0.11051999999999999 -0.117885 94.165934477050016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 7 -7 8 -6 10 11 -4 -13 14 -12 16 23 21 19 20 -19 24 -23 -11 -18 26 27 28 29 -20
right_child=1 -3 9 4 5 6 -8 -9 -10 15 13 12 -14 -15 -16 -17 17 18 25 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078170102969888169 -0.0067414002878279193 -0.00010785013362269606 0.0021361349111275185 -0.00076984453141779442 0.058204046647413368 -0.016601163124076612 0.080938405759983095 0.089987110932076758 -0.10022845067830309 -1.817962155448038e-05 -0.00058766605866212673 -0.030610902687821191 -0.092004158649817119 0.00048299655010984035 -0.0095520111680782796 0.0051129240778234998 -0.0021037712265076502 -0.047777357843039665 0.091738219418750613 -0.077793281288792704 0.0074845736799149286 0.015774151817461838 0.0016781914204489345 -0.0048516570691346404 0.0024933462144435051 -0.00028709249558175789 -0.00070592054737280839 0.099885597252389893 -0.026264675903822445 -0.03235369291763579
leaf_weight=2.1069022513823086 0.58703168906377712 15.848304996908558 0.57835744565576064 0.51261750689883456 0.0067965226112737254 0.01480953514896699 0.0069531410270116103 0.04327752720903888 0.0013701245188713074 4.0326669656161487 2.1278988631671241 0.05269757348287385 0.043990249367197976 6.7147373092728317 0.56650614891653006 0.62715202368593814 2.0519368811255849 0.044550377514838146 0.0074908161477651447 0.036300137857779191 0.057502598590076448 0.65583184903880498 1.5667648716480469 1.0551692597509825 1.5835155455279162 4.243680362668707 0.55705813684868977 0.032840845653570983 0.016331290360540152 0.006795369672511431
leaf_count=285 109 2272 115 22 140 31 27 11 1 110 301 15 28 248 108 60 19 30 3 14 34 36 34 29 50 287 163 8 5 38
internal_value=3.66972e-07 -0.000344785 0.000193628 0.00212496 0.00695595 0.0610544 0.0145626 0.0807221 0.0316237 -1.44306e-06 -0.000777805 -0.00655505 -0.0585431 -0.000363325 -0.00247244 0.000470877 0.000288334 0.000901526 -0.000562685 -0.0326847 -0.0166396 0.00215191 0.00583755 -0.0010206 -0.000101378 0.000350965 0.00471461 0.0522978 0.00125428 0.0327126
internal_weight=45.7878 16.4353 29.3525 2.69273 0.585824 0.0732069 0.0217627 0.0514442 0.00816665 26.6598 10.0842 0.675045 0.0966878 9.40914 2.69441 16.5756 15.9484 10.8606 5.00255 0.138353 0.102053 5.85805 2.2226 5.08784 3.63545 4.8642 0.620516 0.0634583 0.0306175 0.0142862
internal_count=4633 2381 2252 517 232 210 58 152 141 1735 815 158 43 657 409 920 860 721 582 78 64 139 70 139 69 504 217 54 46 41
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 2 2 2 2 1 3 4 0 2 0 4 3 4 2 1 1 4 0 4 4 3 4 2 4 3
split_gain=0.000321135 0.001083 0.0008665 0.00236356 0.0226419 0.000894709 0.000721704 0.000538086 0.00175729 0.00137371 0.00158135 0.00774115 0.00633724 0.00885367 0.00622079 0.00336055 0.0019376 0.00178339 0.00117133 0.00221555 0.00222533 0.00628799 0.00219984 0.0170309 0.0184366 0.0078052 0.00201611 0.000986 0.00394925 0.000835559
threshold=85.799452775150016 85.866664228400012 61.950140699950005 -0.08725999999999999 85.662341410450011 -0.07490999999999999 -0.09280999999999999 -0.033594999999999993 -0.038374999999999999 61.944763783650011 0.076835000000000028 40.408647214050006 95.217121606100008 0.70681500000000008 105.93331571405001 37.345948426100009 -0.144095 46.645430295100006 -0.022394999999999998 62.020040611300011 63.910026677050006 41.257948413050009 96.631250582750013 40.408647214050006 39.354247760400007 0.099855000000000027 42.388109226950007 0.067985000000000018 42.527280425250005 0.079025000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 6 -5 -1 -4 8 29 -9 11 12 15 -14 16 -11 -13 -16 26 -20 21 -21 23 24 25 -22 -12 28 -24 -3
right_child=1 7 3 4 -6 -7 -8 9 -10 10 18 14 13 -15 17 -17 -18 -19 19 20 22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006239894568492323 -0.0042312903046682815 0.00096621941372697069 0.0022987992268335812 -0.00082392415270149714 0.050708539007805933 -0.0036836172988124064 -0.0029512555591283563 0.0053796185386027736 -0.0056805876875432905 0.046610733407687566 0.0073070478534096543 -0.038613633943813647 -0.10020753117093351 0.099689708942920438 -0.032769496449506205 -0.0010983678773659141 -0.10037609268370784 0.0527093288468806 -0.0045338292609373018 0.011819502088021261 -0.046103952373087759 -0.0027062758838280669 0.0092604679681897294 0.00011086795636656318 -0.10081852150692872 0.010119364848021131 0.00074187017882853276 -0.00019487815934694872 -0.0011257725583625785 -0.00044103783402922586
leaf_weight=2.4485676821976901 0.62167708410925016 5.2657929829135872 0.52598490308296697 0.53299585805993421 0.10149716339492443 0.60041685782623622 0.52138455763875424 0.55181579403868397 0.58971687601506673 0.026571362497633755 0.60936661569329098 0.0075181686218002133 0.010211644336788006 0.0028296682451127717 0.0044182974807718267 0.033225644136109622 0.015658855824083606 0.0054533795603219914 1.0157273571912799 0.58476650307784328 0.046005826604414213 0.60772181483616805 0.57650287648811716 1.0385153024600695 0.034462939850868679 0.053296229103580117 2.0128453632732999 5.0929573290008312 1.0031033442812072 21.228381685745269
leaf_count=417 37 771 229 101 33 214 43 19 23 20 37 39 90 6 35 22 30 17 21 37 21 50 104 99 45 20 68 224 55 1706
internal_value=7.15042e-07 -8.92202e-05 0.000780874 0.00260308 0.00741951 -0.00022428 -0.000314698 -2.55084e-05 -0.000281516 0.000494532 0.000283622 -0.0118862 0.00632664 -0.0568344 -0.0520269 0.0201016 -0.0803416 0.0144513 0.000385287 -0.000105672 0.000392019 0.0044168 -0.000219785 -0.00421494 -0.0377993 -0.0159284 0.00226753 0.000482111 0.00266485 -0.000161341
internal_weight=45.7694 41.0385 4.73085 1.68186 0.634493 3.04898 1.04737 40.4169 27.0839 13.333 12.7812 0.105887 0.0728383 0.0130413 0.0330487 0.059797 0.023177 0.00987168 12.6753 10.0531 9.03733 1.19249 7.84484 1.17228 0.133765 0.0993021 2.62221 6.67256 1.57961 26.4942
internal_count=4633 3596 1037 406 134 631 272 3559 2500 1059 1040 259 138 96 121 42 69 52 781 676 655 87 568 185 86 41 105 383 159 2477
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=2 0 0 0 3 3 1 2 3 0 0 0 2 2 3 3 3 2 3 3 1 2 3 0 2 1 1 2 3 0
split_gain=0.000327319 0.00203255 0.00515216 0.00194701 0.00175908 0.00158602 0.00149268 0.00175101 0.00128361 0.00205609 0.00106264 0.00144663 0.00135175 0.00103106 0.00221483 0.001086 0.00141516 0.000978419 0.0014455 0.00091381 0.00596381 0.0100135 0.0045534 0.00521643 0.00492585 0.00341521 0.00338583 0.00313571 0.00272785 0.00231441
threshold=-0.092084999999999986 85.705356740550016 83.933662832600007 85.882794977150013 0.10487000000000003 0.092185000000000031 61.998532946250002 -0.117885 0.094235000000000027 85.307464937250003 76.535026057600007 73.921844754800006 -0.237895 -0.23381499999999997 -0.23921499999999998 -0.10696499999999999 -1.0000000180025095e-35 -0.088465000000000002 0.089835000000000012 0.082325000000000023 62.334590212600006 -0.096559999999999993 -0.25587999999999994 91.109157582800023 -0.16533 70.311245485600026 83.602982482550019 -0.122095 -0.225495 104.22883325935001
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 -5 9 -4 11 13 -12 14 -1 -15 -17 18 -2 20 -8 22 -22 27 25 -25 -26 -24 -27 -28
right_child=17 3 8 6 -6 -7 19 -9 -10 -11 12 -13 -14 15 -16 16 -18 -19 -20 -21 21 -23 23 24 26 28 29 -29 -30 -31
leaf_value=-0.10005424026667353 -0.0063654819624398042 0.0063038000888822367 0.012205703543757662 0.00085927575703643533 0.063668704947250271 -0.068858667795894599 -0.00016042911563791506 -0.0073056044759264712 -0.099361368228630773 -0.10007440764307583 -0.043106040773842724 -0.075230959674028292 0.0646733487608913 0.036923903446407787 0.074540581257904567 -0.10003759590046141 0.037247037290576261 1.2847407366393616e-05 -0.00081781596244106429 0.0011050256345224877 -0.065406937098515791 -0.10087345889197193 -0.0022235024554665352 -0.1000580758603547 -0.085988404372733404 0.078214621450408986 0.087868146514826079 0.077469203073875892 -0.0087690159653230123 -0.046867421289100569
leaf_weight=0.0023325642153685074 0.57717334772724127 0.5574417537136459 0.0035915049892766282 0.51094774249945552 0.004026229206374409 0.0036121727794125027 2.0087078894284804 0.54050988383823895 0.0074676995138247548 0.0029876496754575044 0.0015506288203097629 0.0028733826169619536 0.0046628592788258176 0.0079106741346094966 0.0010552766014744752 0.0015533920516928043 0.0014533918287495742 30.874856483147969 2.5217042771243223 8.0381065902569748 0.012521248062174958 0.015212777504077041 0.0088762109006816914 0.002157258716286292 0.012781620707808927 0.0072313301578266756 0.0021907145001023301 0.011126580568086908 0.007190114568156423 0.0030496776717717777
leaf_count=52 71 42 32 28 17 21 17 12 27 49 88 154 38 38 36 28 13 2258 38 774 89 21 34 34 209 29 21 14 175 174
internal_value=3.44005e-07 0.000454493 -0.0207393 0.000535884 0.00200696 -0.00718653 0.000248307 -0.00333794 -0.0709875 -0.0387816 0.00233676 -0.0104816 0.0377761 0.00252409 -0.0456698 0.0174793 -0.0336782 -0.000157169 -0.00185108 0.000620579 -0.00124167 -0.0276195 -0.0110177 0.00145444 -0.0220462 0.0172929 -0.0582348 0.0421057 0.0348471 0.00945797
internal_weight=45.7569 11.7831 0.0450774 11.7381 0.0310306 0.0270043 11.1806 1.05146 0.0140469 0.00657915 0.0233922 0.0171787 0.00621349 0.0143053 0.00338784 0.0109175 0.00300678 33.9737 3.09888 10.1292 2.09105 0.0823375 0.0671248 0.0546035 0.0346007 0.0165787 0.018022 0.0200028 0.0144214 0.00524039
internal_count=4633 2266 593 1673 485 468 1631 40 108 81 447 321 126 167 88 79 41 2367 109 1591 817 800 779 690 642 238 404 48 204 195
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=4 4 0 4 4 2 3 3 1 0 1 0 1 0 0 3 4 4 4 4 2 3 3 1 1 3 3 3 3 2
split_gain=0.000318118 0.00118868 0.00135048 0.00109963 0.00137851 0.00305095 0.0010124 0.00116131 0.00169316 0.000986504 0.00133783 0.00494188 0.013592 0.0153883 0.0184856 0.00282222 0.00666676 0.0339587 0.00203823 0.00241806 0.00127712 0.000981042 0.0011542 0.00279733 0.00113234 0.0136609 0.00708283 0.00413072 0.00200324 0.00191971
threshold=40.574766824850009 40.722669576350008 87.261973998100004 40.165165956550005 40.003678352300007 -0.074029999999999999 0.081775000000000028 0.093955000000000025 62.068432857650002 85.823648898300021 69.999384342500022 96.082805124100005 70.182199495350019 94.770837556450019 95.050437202000012 0.093185000000000032 35.119813570500007 39.852039223600009 37.345948426100009 39.032633164100012 0.17437500000000003 0.088145000000000015 0.088890000000000011 75.499969677400017 61.93938686740001 0.085910000000000028 1.0000000180025095e-35 -0.15544999999999998 0.083070000000000019 -0.23353499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 9 -6 -5 -8 -9 20 15 12 -12 -14 -15 -11 -17 18 -18 -20 -1 24 23 -23 25 26 27 29 -28 -3
right_child=1 21 -4 6 5 -7 7 8 -10 10 11 -13 13 14 -16 16 17 -19 19 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0044641711847219004 -0.0069833600502396528 -0.025486337186082061 -0.00077509257171972951 0.0056521924808596354 0.00029933138961298132 -0.0088437194385385959 -8.2959609387632169e-05 0.0055647460817762036 -0.0011476139441290556 4.9409734832266956e-05 -0.0031086969442890018 0.00071277337624102866 -0.10044423182982423 0.032225536977564008 -0.10030384543922198 -0.0025310808390853375 0.030761115824632309 -0.0012451016803889114 0.067695426056877159 0.041696002675942916 0.0016005908007366385 -0.008677222299188464 -0.00038677442628740527 0.0015497492046024353 0.0004882125305276669 -0.09501623790682201 0.092248897409025546 -0.10006659324448897 0.039378814599242307 0.045276752986290449
leaf_weight=0.91950265613492621 0.5316846937175822 0.0070169034161556903 1.0275705731264464 0.53942779247450801 1.0368094949776736 0.56322656969378204 3.0368771825154735 1.072269211805178 0.57855364991259417 2.2245699785909232 0.56827497489575751 5.2061732196794281 0.032289167627318704 0.03219647417748206 0.015635936153316266 0.52154802442328196 0.051148382830433547 0.50640600390033796 0.067962400295073166 0.075522772804106353 0.55788725285620444 0.56203211536211728 12.044695148612714 0.5102842539707666 13.407152647337176 0.0095149809418231257 0.015371618326980752 0.0040683514598887768 0.013426179021735152 0.0084510376679386798
leaf_count=254 70 65 41 62 26 63 57 18 43 182 46 705 73 24 37 18 25 8 27 19 23 42 754 73 1625 12 30 105 16 90
internal_value=1.86207e-08 -0.000208561 -0.00289203 0.000333405 -0.000180136 -0.0029191 0.0015496 0.0010775 0.00321231 0.000226432 0.000607694 -0.000312547 -0.00854516 -0.0471041 -0.011097 0.00217061 0.00603026 0.0123996 0.0479009 0.0540107 -0.00217402 -5.11536e-05 -0.000666664 -0.0038105 0.00054845 0.0145091 0.0360701 -0.0104066 0.0675997 0.0131757
internal_weight=45.7475 28.1413 1.55926 17.6063 12.3792 1.60004 5.22713 4.6877 1.65082 10.7791 9.30173 5.85457 0.648397 0.0801216 0.0478324 3.44716 1.22259 0.70104 0.194634 0.143485 1.47739 26.582 13.117 1.07232 13.465 0.0578491 0.0483341 0.0195363 0.0287978 0.0154679
internal_count=4633 2923 111 1710 1530 89 180 118 61 1441 1164 885 180 134 61 279 97 79 71 46 277 2812 869 115 1943 318 306 260 46 155
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 4 2 1 4 3 2 0 0 0 0 4 4 3 4 2 4 0 3 1 0 1 3 3 1 2
split_gain=0.000304942 0.00125071 0.003098 0.00370016 0.00124514 0.00119937 0.00119868 0.00521082 0.00121595 0.0188373 0.0171267 0.00887184 0.0167097 0.00688758 0.00615151 0.00567064 0.00535902 0.00647734 0.00904991 0.00496275 0.00476029 0.00272567 0.00230883 0.00178876 0.00214004 0.00118727 0.0147119 0.0148718 0.00890378 0.0103606
threshold=-0.031989999999999998 -0.051199999999999996 87.727077254650013 62.068432857650002 -0.029285000000000002 39.746231405950006 -0.063379999999999992 70.663433500700009 43.384297312450009 0.086555000000000021 -0.097799999999999984 86.264556031700025 89.237990724000014 96.082805124100005 95.44832900530001 45.205561619650005 44.578137159850009 0.082535000000000011 44.461493122800007 -0.14314999999999997 44.908704241950012 91.625341543800019 0.081235000000000016 79.328334055150009 119.44012936145002 75.424692849750016 0.088260000000000019 0.087245000000000031 79.941302508900023 -0.091639999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -2 -4 8 -8 25 11 19 16 -13 14 15 22 17 18 -10 21 -15 -11 -14 -22 -25 -1 27 28 29 -27
right_child=4 2 5 -5 -6 -7 7 -9 9 10 -12 12 13 20 -16 -17 -18 -19 -20 -21 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00038019102774179562 0.0050361906054612292 -0.011986491125139186 -0.00182948698309931 -0.00051871487541719759 0.00020052195791888796 0.0018469060670384726 0.0093413925169918612 -0.0018594925120499599 -0.086374234522173465 0.061163680680620724 0.088280384453826688 -0.10068210098135343 0.071358786857699183 -0.091436943753262737 0.088766317758620414 -0.10011486074858578 -0.00018904365229444875 0.054704518033916551 0.069695586406226889 -0.10018296402436078 -0.10003721176779053 -0.023360941610414871 -0.041323455957748355 0.028127561115498731 -0.10005638280861291 -0.027551430231699744 0.00014315965956393189 0.095239967548824633 -0.054221113829391182 0.073335331031512282
leaf_weight=23.43039634148343 0.5554850305943323 0.56231811532975828 2.0532944531813162 0.56312109051864212 12.858776023756532 1.5627576378848003 0.69436376305526515 1.0335805114808865 0.0090207677070390929 0.0061747774150262549 0.046440891261340767 0.024857608584934354 0.0060320754746499006 0.0099219424630518915 0.011880642735548008 0.0045950099736375991 0.52334517087902488 0.038673551371175563 0.0063173557168433184 0.0056162433656936619 0.0015980511905624448 0.0099833897832344309 0.0026030496283055982 0.010680849584958629 0.0014833051700620112 0.016555781729476582 1.6111418038113297 0.032855732693466422 0.015361469829347933 0.02642881574165324
leaf_count=1377 29 30 33 17 1284 40 67 57 46 14 31 24 21 95 12 116 181 17 6 33 54 36 67 185 31 64 310 25 312 19
internal_value=-4.7008e-08 -0.000166396 -0.00166668 -0.00624851 0.000400767 -0.000240652 9.15298e-05 0.00264151 -7.8911e-05 0.00397522 0.0539706 -0.00126349 -0.033948 4.84092e-05 0.036536 -0.0103668 0.00290602 0.0328956 -0.0220933 -0.0192061 -0.038637 0.0089398 0.0373908 -0.000570583 0.0124967 -0.000194928 0.00235496 0.0414278 0.0111252 0.0344782
internal_weight=45.7357 32.3214 4.74149 1.12544 13.4143 3.61605 27.5799 1.72794 25.852 0.719225 0.0682153 0.651009 0.0736525 0.0487949 0.0251108 0.0132301 0.577357 0.0540117 0.0153381 0.0217744 0.0236841 0.0161582 0.00863513 0.0137622 0.0121642 25.1327 1.70234 0.0912018 0.0583461 0.0429846
internal_count=4633 3320 120 47 1313 73 3200 124 3076 969 114 855 605 581 216 204 250 69 52 83 365 50 88 270 216 2107 730 420 395 83
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=4 3 3 2 3 2 1 2 3 1 1 4 1 1 0 4 3 3 2 3 2 0 0 4 3 0 3 3 3 3
split_gain=0.000319493 0.00467861 0.00366651 0.0012934 0.00912406 0.0077706 0.0153521 0.00462823 0.00168979 0.00126038 0.00305655 0.00180858 0.00126622 0.00306202 0.00266646 0.00234354 0.00222546 0.00282415 0.00225287 0.00277792 0.00193028 0.00205361 0.00153638 0.00121411 0.00113795 0.000922628 0.00433511 0.00267778 0.00329402 0.00312639
threshold=42.123054668150012 -0.25587999999999994 -0.55393499999999996 -0.101255 0.095235000000000028 -0.13867499999999996 67.254468591300011 -0.58319500000000002 0.080545000000000019 62.245871094250013 63.452988794850008 42.371983470600007 66.52858489605002 65.644082171150004 94.300357383600002 44.026978245600006 0.091885000000000022 0.076615000000000016 -0.18437499999999998 0.079205000000000012 -0.22932499999999997 87.525442894850016 91.109157582800023 44.952171034750002 0.070640000000000022 102.21786657775002 0.089965000000000031 0.081775000000000028 0.081235000000000016 0.089850000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 9 -7 -6 -8 -3 -11 -12 13 20 22 -16 17 23 -19 -20 21 -13 -14 -17 -25 -5 27 28 -27 -29
right_child=1 3 -4 25 7 6 8 -9 -10 10 11 12 14 -15 15 16 -18 18 19 -21 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.00014883606538119014 0.010262586583900222 0.0019333816008417438 -0.090658467832983647 -0.00088668755027160079 -0.0047508088484782317 0.084808930596918561 0.016375540338487468 -0.10040629923225163 -0.10011644868681541 0.1000514759373846 0.093695724154045437 0.024971887761692041 0.0064816513023035543 -0.10013619496487265 -0.082188833973119782 0.098811777242940255 0.099993468863584289 -0.10021641672914272 -0.10001888189198088 0.065283461692533629 0.10000998668187014 -0.10007413765188276 0.084306996024559364 -0.024930552476513865 0.063372441373518065 0.028146846828288649 0.00078241557881285567 -0.040644362316654248 0.099444756648093754 0.10006768982937995
leaf_weight=34.767169777437147 0.0055715728677976353 0.52686242203219358 0.010172523927311716 9.7548037129323344 0.0085993051810078214 0.02849845178911603 0.0015745083783258442 0.012283369580872283 0.0059536530404358246 0.0042041053238790474 0.0025075016774653838 0.0040409883175982495 0.0039512308497524629 0.0035042617182625699 0.0032479647378531587 0.0023501484402572714 0.0023881379042904874 0.0038746823122264261 0.0016077873358852947 0.0027649476133628781 0.0019003917404916129 0.0019457109514178228 0.0070852316402687521 0.0033214408345383362 0.0026032134489906156 0.022923768463841365 0.50849346546814367 0.0076882630664290019 0.0090334955104367509 0.0019870970863848925
leaf_count=2592 40 114 88 740 20 32 64 44 95 5 12 71 17 9 42 11 3 21 116 38 7 8 61 67 54 84 45 128 4 1
internal_value=4.47593e-07 -0.000470451 -0.0549442 -0.000392056 0.00398789 0.00619806 0.0512579 -0.0610162 -0.0757523 0.00339027 0.0183535 0.0110603 0.00641289 -0.0223546 0.0162849 -0.00371733 0.00976061 -0.00328173 -0.0446941 0.00450433 0.012204 -0.0156688 0.0564443 0.0379935 0.0138686 -0.000661983 0.00332247 0.0343463 0.0483009 -0.0117453
internal_weight=45.7229 10.9557 0.0157441 10.94 0.635069 0.614187 0.0360266 0.0208827 0.00752816 0.57816 0.0512977 0.0470936 0.0445861 0.0113914 0.0331948 0.0221583 0.0189104 0.0165222 0.00824742 0.00437273 0.00788709 0.0059867 0.0110365 0.0082748 0.00592465 10.3049 0.550126 0.0416326 0.0319573 0.00967536
internal_count=4633 2041 128 1913 911 847 191 64 159 656 542 537 525 95 430 352 310 307 175 154 86 79 78 132 121 1002 262 217 88 129
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=31
num_cat=0
split_feature=1 3 3 3 1 2 2 3 1 2 4 2 0 3 2 2 1 0 3 4 2 2 4 3 0 2 3 0 2 4
split_gain=0.000304874 0.000610988 0.000473302 0.00180887 0.00722965 0.00629464 0.014119 0.00531909 0.0015488 0.0134006 0.0182596 0.00821297 0.00381143 0.00219624 0.00488719 0.00221667 0.00246621 0.00113932 0.000947057 0.00361715 0.0329766 0.03015 0.0125859 0.00190202 0.00136018 0.00124475 0.0010008 0.00134577 0.00073214 0.0054548
threshold=61.885617704800005 0.11071500000000002 0.10214000000000002 0.10646500000000002 80.677940036650014 -0.036264999999999999 -0.056184999999999992 0.10385500000000002 68.327163385350005 -0.074029999999999999 39.427119987250002 0.075080000000000022 98.031937268650012 0.11636500000000001 -0.08725999999999999 -0.033594999999999993 61.966271448700006 85.968825637350008 0.096480000000000024 40.986363433950011 -0.066979999999999998 -0.084729999999999986 42.154118731400011 0.09557000000000003 97.32487278035002 -0.09715 0.093955000000000025 86.904409066750006 -0.093604999999999994 38.060777288450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 4 5 6 7 -4 13 -10 11 -11 -12 14 -5 16 -15 -18 23 24 21 22 -21 26 25 -20 28 -28 29 -2
right_child=2 -3 3 8 -6 -7 -8 -9 9 10 12 -13 -14 15 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00031728791655475725 -0.038908636783638643 0.0040529975435285538 0.015238730204285338 -0.00081727185692580294 0.0018591490521941809 -0.0059766774494976506 -0.06933757681290309 -0.027247272440209754 0.0013473741706030347 0.056177082626999997 -0.039971307728041881 -0.028180776147621652 -0.10080413512216307 0.0003840981750031574 0.010126091016872243 0.00094747534978599111 -0.0029674228887087532 -0.0094056677356939254 -0.00059283848093023795 0.054241380793263877 0.070450707391146436 -0.10062858397369977 -0.048935399055801999 -0.0059213665163260019 -0.003227327904017278 0.0061200442085439207 0.00032943329847261155 0.0063424477888956781 -0.0003687094952909447 0.00090261238308673498
leaf_weight=2.519207035591172 0.034558528175426484 0.52990240608674799 0.053141195182547452 1.0319782035858223 1.0187266602197387 0.55819326565778971 0.055597675847820938 0.06614761806264724 0.54522732938154694 0.018781205188244332 0.014809120146310306 0.029938560479038756 0.033821453740134899 1.0352489679335124 0.67502929606643824 3.5705851867321599 0.51417916983396572 0.59053580070758471 0.52186532202756553 0.037412585767924611 0.065808688947385119 0.031950102656537638 0.017285104471899126 0.53585175629338522 0.52276815457597625 0.58684503406766453 1.0233799764357183 0.58496167519004827 20.513044906995823 8.3782363728492815
leaf_count=544 273 35 23 18 32 24 14 28 115 22 24 29 40 12 56 43 13 37 19 30 33 24 31 46 74 46 14 81 1612 1241
internal_value=4.96815e-07 0.000966514 -6.85394e-05 -0.000677999 -0.00359042 -0.0111634 -0.0277182 -0.00832046 -4.50075e-05 -0.00475472 -0.0389305 0.00433872 -0.0822792 0.000362991 0.00351024 -0.000577789 -0.00312273 -0.00640905 0.000113478 0.00235413 0.0170844 -0.0234471 0.0216363 -1.51731e-05 0.000977636 0.00296032 8.84761e-05 0.0025164 -4.65217e-05 0.000739074
internal_weight=45.715 3.04911 42.6659 9.81194 1.75181 0.73308 0.174886 0.119289 8.06013 0.642578 0.0973503 0.0487198 0.0486306 7.41756 1.70701 5.71055 2.13996 1.10471 32.854 1.78393 0.152456 0.0866478 0.0546977 31.07 1.63148 1.10871 30.5342 1.60834 28.9258 8.41279
internal_count=4633 579 4054 530 121 89 65 51 409 230 115 51 64 179 74 105 62 50 3524 257 118 85 61 3267 139 65 3221 95 3126 1514
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=1 4 0 2 2 1 3 0 4 2 2 3 2 2 2 1 0 3 2 3 1 0 3 3 2 2 3 0 0 2
split_gain=0.000306958 0.00468628 0.00749132 0.00465713 0.00236963 0.00240428 0.00267882 0.0013513 0.00133865 0.00111761 0.00207519 0.000813263 0.00166852 0.000550464 0.000493143 0.00037966 0.00155339 0.00116803 0.00102104 0.0114328 0.0115445 0.0073612 0.00663146 0.00646539 0.00866693 0.00847274 0.00608994 0.00252783 0.00468443 0.000853903
threshold=81.339300736700025 39.198779702000003 104.03526427400001 -0.58835000000000004 0.70681500000000008 87.313054702550019 0.078655000000000017 110.27248713660002 44.749265482150008 0.20852500000000004 -0.085550000000000001 -0.144095 -0.045684999999999996 -0.086800000000000002 -0.15689999999999998 77.621163142300006 99.403050915200012 0.088890000000000011 0.063030000000000017 0.092385000000000023 81.011308844800013 98.752444047600008 0.088075000000000028 -0.15544999999999998 -0.084729999999999986 -0.085550000000000001 0.089850000000000027 99.647700605050019 100.19345760555002 0.20852500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 -3 5 8 7 -7 9 10 13 12 -9 -4 -13 16 29 -18 19 20 21 -17 23 -23 25 27 -24 -25 -29 -1
right_child=1 2 4 -5 -6 6 -8 11 -10 -11 -12 14 -14 -15 -16 18 17 -19 -20 -21 -22 22 26 24 -26 -27 -28 28 -30 -31
leaf_value=-9.6033019494326773e-06 0.00056741886563510177 0.039106452470434094 -0.0066971010509616902 -0.1002193312289828 -0.10007480489988885 -0.10001250299550829 -0.10004869540304576 -0.057425911732970895 0.062387675449812913 0.048423930777955676 -0.10003510096225972 0.0063636391933801955 0.057420178403663619 0.076794920688299739 0.093128608116560707 0.097458149033509689 -0.00043208933104605231 -0.007120559472432857 0.0001756080470030809 -0.0009067996122325726 0.097574863146893509 0.074445832259514053 0.086160511089901332 -0.10038244972264854 -0.10027914842937882 0.1002081295797342 -0.0075889609784777854 0.10004132567062669 -0.10002424710387139 0.0037954349442612455
leaf_weight=40.296029632465945 0.50874107162179016 0.0028040088145644395 0.0019861079472138768 0.016615701803590954 0.0022479515957911636 0.0011275282032663378 0.003554254597314844 0.0028607313571458182 0.0075898630262514191 0.0036294193500907568 0.0021357504887227216 0.0010509207891087344 0.0022678918818481728 0.0013108322473271983 0.0017390691618057712 0.0097948597490074008 0.50969308876088948 0.53532303269184922 2.5438856104599594 0.5544041764852885 0.023380529153655516 0.0055623551458093825 0.014335444136330366 0.0049410037609054474 0.013989578902055211 0.0060930089093744763 0.013411607120360713 0.0023919333470985293 0.0022915788324953112 0.59854108388463245
leaf_count=2780 382 8 50 122 14 90 282 37 40 10 27 44 15 3 47 59 84 69 66 74 11 25 24 3 13 1 32 2 70 149
internal_value=-1.62974e-08 -0.00232757 -0.0312514 -0.0801021 -0.00113531 0.00646788 -0.0264895 0.00241213 0.0314064 0.00545842 -0.0232456 0.0169963 -0.00664064 0.0264985 0.0604464 2.88454e-05 -5.11994e-05 -0.00385834 0.00107973 0.00461495 0.0364396 0.0168085 0.00427281 -0.0245003 -0.0430269 0.00793113 0.0408465 -0.0504868 0.00215196 4.6088e-05
internal_weight=45.6937 0.559661 0.05092 0.0194197 0.0315003 0.0292524 0.0126004 0.00904614 0.016652 0.00906211 0.00543269 0.00791861 0.00512862 0.00329694 0.00278999 45.1341 41.9396 1.04502 3.19448 0.650596 0.0961919 0.0728114 0.0630165 0.0352695 0.0297071 0.0157175 0.0277471 0.00962452 0.00468351 40.8946
internal_count=4633 1171 789 130 659 645 515 233 130 90 80 143 52 53 91 3462 3082 153 380 314 240 229 170 114 89 76 56 75 72 2929
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=0 0 3 0 2 1 0 0 2 2 3 0 0 2 3 3 3 3 2 2 0 2 1 3 3 0 0 1 1 3
split_gain=0.000305317 0.00311017 0.00445789 0.00233845 0.00138769 0.00454853 0.0151854 0.00276925 0.00130327 0.00164423 0.00159116 0.00161132 0.00115498 0.00452872 0.00916666 0.00122108 0.00141241 0.00135966 0.00254963 0.00102597 0.00453965 0.00411234 0.00138538 0.00750167 0.0199947 0.00700008 0.0124661 0.00548785 0.00725978 0.00566054
threshold=86.135510041400025 86.345209775600011 0.087475000000000011 86.09518316945001 -0.092084999999999986 61.93938686740001 85.732241321850012 85.431134011250023 -0.10771499999999999 -0.117885 0.094595000000000026 84.546631286350006 85.823648898300021 -0.036264999999999999 0.42293500000000012 0.089045000000000027 0.099855000000000027 0.11636500000000001 -0.057599999999999998 -0.06828999999999999 86.474255765850003 -0.075639999999999999 75.28220456885002 0.088260000000000019 0.087245000000000031 98.51854819030001 97.491557184450016 78.381996793250025 78.473404369650012 0.079395000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 8 9 10 11 -1 15 14 -14 -6 -17 18 -18 21 -21 22 -3 24 25 26 -24 -27 -29 -30
right_child=1 19 -4 -5 12 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 16 17 -19 -20 20 -22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=-0.0030474412613330786 0.0011161674054670514 -0.0005437771047070841 -0.011162045635429496 0.0040060262633902256 0.0024464638502910618 0.0013812650636449335 0.077547729527328524 -0.10013661983491202 -0.055725485171688717 0.081599786388966533 -0.058217671026009804 0.096279163113502902 -0.015159443455351466 0.0027476261261699074 0.00021422385982883095 -0.0054173420289849901 0.0052936005676827783 -0.0027200912681477553 -0.0031879478229737048 0.0091113984985146512 0.00026169323979461566 -0.0083904042625171111 -0.081053296674381936 0.00080941376352712817 0.093881241123086379 -0.091678861339560602 0.093565508520499246 0.10018828385630479 0.015374419659050106 -0.067541665318534519
leaf_weight=0.019152146017753387 0.57656697158745263 13.971380856709249 0.6070389093056292 1.5900696551543667 1.6082031212857044 1.5542926077889148 0.03233273126299796 0.0035783693541624464 0.0047877159995546306 0.0023070887327776316 0.0048361062476942598 0.0017855075384431976 0.62799453746447409 1.0485057160587983 1.0142086171545088 0.57604869363555655 0.91283545987835168 1.0322318695918966 0.57938452967381693 0.60013218826494963 16.982081804979735 0.64064628442816207 0.005584358185161487 1.5930231127395234 0.032245878991024768 0.0092823664278922635 0.01526103567670134 0.0055142189376056186 0.01744486196998539 0.015592641309176182
leaf_count=296 31 961 42 41 274 294 14 12 14 9 29 5 46 26 5 83 18 24 36 20 1186 84 72 308 28 36 9 1 445 184
internal_value=9.28811e-08 -0.000142115 -0.00518099 0.000470053 -0.000153106 0.00249487 0.0276602 -0.0165959 -0.00750092 0.000721247 -0.00651844 0.00542287 -0.000733943 -0.00238669 -0.00566482 0.000210489 -0.000949292 7.02623e-05 0.00200047 3.3877e-05 0.000563759 -0.000537478 -0.000216327 0.00248443 0.0289231 -0.00157557 0.0467862 -0.0226509 -0.00603055 -0.0237593
internal_weight=45.6843 35.0718 1.18361 10.6126 9.02248 1.62307 0.0687797 0.0364469 0.0328686 0.0280808 0.0257738 0.0209377 7.39941 2.69071 1.6422 4.7087 3.1005 2.52445 1.49222 33.8882 17.5822 16.306 15.6653 1.69395 0.100925 0.0686795 0.0208454 0.0478341 0.0385517 0.0330375
internal_count=4633 3407 73 1226 1185 673 379 365 353 339 330 301 512 77 51 435 161 78 54 3334 1206 2128 2044 1083 775 747 81 666 630 629
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 3 0 0 4 2 2 4 3 3 2 0 0 3 0 4 3 4 0 3 3 3 4 3 2 2
split_gain=0.000311264 0.000939241 0.00161629 0.00150689 0.00885669 0.00975476 0.00330995 0.00350387 0.00152634 0.00239109 0.00394425 0.0117527 0.0470087 0.0230136 0.0285785 0.0084987 0.00364025 0.00109068 0.00663314 0.000849081 0.00177568 0.00108089 0.000829417 0.000824854 0.00251282 0.00134969 0.00181368 0.00149993 0.0025248 0.00314015
threshold=42.123054668150012 42.388109226950007 42.498713093000006 -0.10290999999999999 -0.13867499999999996 0.087125000000000022 90.767723400200012 94.75470680765001 43.157831852650006 -0.08725999999999999 -0.083004999999999982 42.620627117000005 0.08759500000000002 0.077440000000000023 -0.08158 86.866770652900016 87.345316200150009 0.093955000000000025 97.32487278035002 42.027798546600003 0.085235000000000019 41.965446242000006 96.741477366050006 -0.25420999999999999 -0.55393499999999996 -0.225495 47.142075646500011 0.08574500000000003 -0.14704500000000001 -0.14907499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 22 -3 4 17 6 -6 -8 9 -5 -11 -12 13 -13 -15 -14 -16 23 -19 21 -21 -1 -2 24 -4 26 -25 28 29 -27
right_child=1 2 3 8 5 -7 7 -9 -10 10 11 12 15 14 16 -17 -18 18 -20 20 -22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.00011119071372735609 -0.0059197092997081476 0.004848391824568192 0.024097688589703761 -0.0083638231766713488 0.097694395084960223 -0.10011680983910128 0.10002808010262194 -0.10002046724364583 0.00023669830091388097 0.0060850908380174389 -0.00097440568056074211 -0.10079222595853264 -0.027139871447335612 -0.054053357309161179 0.098428136421285672 -0.094232847976473758 0.046492775182525564 -0.086262927089098412 0.04756013813179219 0.0070606829776074624 5.381973313938352e-05 -0.0043883545594852425 -0.00036005049631446527 0.076561263795553613 -0.076719227668776591 -0.019998156153646803 -3.1180340757874049e-05 0.0034163765276038699 -0.10055176606873242 0.099541881975368007
leaf_weight=32.560828254880441 0.56308881050155368 0.60518989186927896 0.0049523487641964792 0.57460922284989235 0.020446704114874481 0.0033411051372171921 0.0016322131268680087 0.0018886354452369858 5.2640963124007625 0.57694477111237708 2.0317941009851483 0.012850363215145211 0.025833909457219306 0.02193572069518368 0.037535166129187725 0.07013750839990962 0.021072900991349286 0.0080884922722361807 0.0068327265191531214 0.54060943534886874 1.0927129743597275 0.5427801752770155 0.5126171646885811 0.0057650147094219228 0.0049367350888097628 0.024293261747281733 0.0066669906612668584 0.52439556128855003 0.0034106929428565731 0.0024160159063910695
leaf_count=2482 76 87 26 73 20 24 2 126 558 23 38 43 38 16 67 39 13 22 25 19 34 57 49 25 54 506 30 41 14 6
internal_value=7.52652e-07 -0.000464493 -0.000158417 -0.000485785 0.00428006 0.0599587 0.0822735 -0.00728093 -0.000827389 -0.00248821 -0.00128161 -0.00319511 -0.0270221 0.0234847 0.0433125 -0.0761725 0.0797544 0.00171058 -0.0249827 0.000147233 0.002373 3.74143e-05 -0.00327031 0.00240107 -0.0262312 0.00290049 0.0354865 0.00216992 -0.0195311 -0.00918504
internal_weight=45.6737 10.9368 9.86107 9.25588 0.619066 0.0273087 0.0239676 0.00352085 8.63681 3.37271 2.7981 2.22116 0.189366 0.0933942 0.0805438 0.0959714 0.0586081 0.591758 0.0149212 34.7369 1.63332 33.1036 1.07571 0.576837 0.00988908 0.566948 0.012432 0.554516 0.03012 0.0267093
internal_count=4633 2041 1916 1829 921 172 148 128 908 350 277 254 216 139 96 77 80 749 47 2592 53 2539 125 702 80 622 55 567 526 512
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=31
num_cat=0
split_feature=0 0 3 0 2 2 0 0 4 4 1 2 4 0 0 0 1 4 0 2 0 2 1 3 3 0 0 1 1 3
split_gain=0.000299232 0.00252604 0.00351691 0.00216801 0.00121468 0.0197486 0.0213254 0.00107539 0.00189006 0.000984685 0.00874321 0.00920972 0.00344693 0.0031853 0.00524056 0.00280232 0.00234793 0.00143187 0.00222144 0.000936625 0.00369008 0.00320076 0.00119843 0.00669414 0.0178745 0.00611789 0.0108634 0.00506805 0.00640352 0.00490003
threshold=86.135510041400025 86.345209775600011 0.087475000000000011 86.09518316945001 -0.072755 -0.036264999999999999 85.769879735700016 85.882794977150013 39.525197829750006 42.081757894750005 61.993156030000002 -0.09715 42.477827694800006 85.990333302400003 85.823648898300021 85.799452775150016 64.294476189700006 41.529896397300007 85.882794977150013 -0.06828999999999999 86.474255765850003 -0.075639999999999999 75.28220456885002 0.088260000000000019 0.087245000000000031 98.51854819030001 97.491557184450016 78.381996793250025 78.473404369650012 0.079395000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 9 6 -6 8 -7 17 -11 13 -13 14 15 16 -12 -1 -19 21 -21 22 -3 24 25 26 -24 -27 -29 -30
right_child=1 19 -4 -5 5 7 -8 -9 -10 10 11 12 -14 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=0.00015398948218132432 0.00092860097527812781 -0.00054788895504804278 -0.0099714800200281159 0.0038722979130623781 0.015774282344755478 0.0031278117605579429 -0.059926480990094511 0.0045713720625270571 -0.0051276984741247143 3.3673836916272783e-05 -0.10003392294681604 -0.022121633939294814 -0.10041054757537911 0.1000338001751115 -0.10013967940165436 0.10004717583745029 0.031463240908117793 0.0084737056084134461 -0.00061454584122490232 0.0082560036568339445 0.00025325786486774909 -0.0074467419659807093 -0.076403787903373516 0.00074026881820478797 0.092623242746575657 -0.090736737880111176 0.092238728763184993 0.10017040286544948 0.014739869831801429 -0.063588314695886092
leaf_weight=5.5083572868211474 0.57542125928375643 13.963114449024379 0.60959311251826875 1.5885526186029899 0.055439422583184128 0.57077274176511861 0.11319249399639375 0.53589659389513133 0.53940964611945452 0.57072610506696531 0.0019674579841648665 0.0076404485062084851 0.021307198118364568 0.0033214359136763951 0.0043618427589535722 0.0037169574061408639 0.0043823861740577286 0.56389943380418095 0.51419568248093128 0.5964263821515442 16.973200356944179 0.64223396449421244 0.0052583248918439884 1.5923095651564372 0.029541584623342693 0.0085151326884740364 0.013961904418351878 0.0049921111203730098 0.017228126277815142 0.014888741503579363
leaf_count=384 31 961 42 41 33 46 30 19 230 210 19 12 70 4 7 4 75 39 3 20 1186 84 72 308 28 36 9 1 445 184
internal_value=4.9964e-07 -0.000140345 -0.0046786 0.000465861 -0.000134156 -0.00244644 -0.0350391 0.000892498 -0.000883333 0.000448326 -0.00337023 -0.0449718 -0.079747 0.0117411 -0.00858368 0.0310866 -0.0092803 0.000806284 0.00413908 1.84743e-05 0.000524923 -0.000527688 -0.000243746 0.00227407 0.0281496 -0.0012231 0.046101 -0.0211595 -0.0051941 -0.0215715
internal_weight=45.6538 35.0467 1.18501 10.6071 9.01859 1.81471 0.168632 1.64608 1.11018 7.20388 0.617424 0.0466977 0.0289476 0.0177501 0.0144286 0.0100668 0.00634984 6.58645 1.0781 33.8617 17.5696 16.292 15.6498 1.6867 0.0943859 0.0648443 0.0192202 0.0456241 0.037109 0.0321169
internal_count=4633 3407 73 1226 1185 358 63 295 276 827 401 191 82 109 105 98 94 426 42 3334 1206 2128 2044 1083 775 747 81 666 630 629
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=31
num_cat=0
split_feature=4 2 4 3 4 2 3 3 0 0 3 3 3 3 4 0 1 1 4 3 1 1 0 2 2 3 4 0 0 4
split_gain=0.00072197 0.00744576 0.0041889 0.00407768 0.00208353 0.00555567 0.000636196 0.00221031 0.000533595 0.000843976 0.000372316 0.00379829 0.00174194 0.00360819 0.00127626 0.00212628 0.00135682 0.0013345 0.00557363 0.00545415 0.0308973 0.007371 0.0256662 0.0119318 0.00310001 0.00864749 0.00879652 0.0173297 0.00347333 0.00206602
threshold=34.214889417600013 0.24901000000000004 32.724174661450007 0.088565000000000019 33.361153777850006 0.22387500000000005 0.08846500000000003 -0.225495 92.464140480550014 93.501885318850015 0.092015000000000027 0.092185000000000031 0.08846500000000003 0.088890000000000011 40.542362378300005 99.198728097250012 81.339300736700025 62.068432857650002 41.243661560350013 0.10385500000000002 62.678712853250012 66.439865777750015 90.767723400200012 -0.160525 -0.086139999999999994 0.095830000000000012 40.767054867700004 86.345209775600011 85.990333302400003 41.444941515100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 7 -1 -3 -10 12 -12 -2 -14 15 -13 -17 24 -19 20 -20 -22 -23 -24 -16 -26 -27 28 29 -28
right_child=10 8 4 -5 5 -7 -8 -9 9 -11 11 14 13 -15 17 16 -18 18 19 -21 21 22 23 -25 25 26 27 -29 -30 -31
leaf_value=0.069153625948855088 0.00015954202390901576 -0.10106475905890233 0.079505141333030216 -0.089744103949391182 -0.065563937770691236 0.10012540244043876 0.0968479308514648 -0.10004984713332921 -0.10032461262917705 -0.0058445039016658202 0.0085468886030211026 0.0014611956052418967 -0.0094587790514222801 -0.00095670248772465041 0.00028561817851665763 -0.0066520450754027297 0.00048610944485041359 0.0095828946383297881 0.015891489709414383 0.00013047694428565615 -0.10077312127924368 0.085486216455372299 0.020664216377939075 -0.094267699703181135 0.0021017507454506204 -0.00025374313792943785 -0.073822140498793862 -0.0090645233580425779 -0.027233582780208421 -0.045021802927894761
leaf_weight=0.0023222221830616601 20.852650219712267 0.0069097203286219155 0.0085700785514243316 0.0059936520858879794 0.004500334767517683 0.0036773157771676779 0.0012191873156552901 0.0011565168069525861 0.0019430489046499133 0.0018415639171964759 0.54801700768962547 8.4423045036149045 0.56418749668529411 4.3307455725582651 3.0880550520936367 0.56271841627798735 0.50549719972252294 0.59559548316589417 0.1308998832602703 3.644942286875696 0.029004712967761748 0.013054437697064714 0.011390534749470826 0.043639822136482931 1.033206349097209 0.50044306507334091 0.044841381430160254 0.54033912112936378 0.058723284564621281 0.056032432788370556
leaf_count=85 2824 3 34 49 50 1 2 58 1 49 17 332 49 331 56 73 95 64 41 136 27 10 42 89 22 3 10 25 19 36
internal_value=4.20955e-07 -0.0137534 0.0138327 -0.0350686 0.0450508 0.00894304 0.0346869 0.0129014 -0.0845334 -0.0543513 1.19237e-05 0.00033738 -0.000238969 -0.00193665 0.000104282 0.000929324 -0.00327415 -0.000697193 0.000576909 -0.000808069 -0.0158129 -0.058558 -0.040574 -0.0704784 -0.00176704 -0.00460496 -0.0103776 -0.0176161 -0.0465686 -0.0578244
internal_weight=45.6344 0.0381336 0.0274393 0.0106916 0.0167477 0.00817765 0.00469793 0.00347874 0.0106943 0.00378461 45.5963 19.8487 25.7476 4.89493 19.3007 9.51052 1.06822 9.79017 4.46853 3.87293 0.227989 0.0970895 0.0680848 0.0550304 5.32164 2.23359 1.20038 0.699936 0.159597 0.100874
internal_count=4633 332 279 194 85 51 145 143 53 50 4301 1097 3204 380 1080 500 168 580 409 345 209 168 141 131 171 115 93 90 65 46
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=0 3 3 4 1 3 3 2 2 4 0 0 2 0 3 0 3 3 2 3 4 2 4 2 1 4 4 0 2 2
split_gain=0.000286865 0.0013682 0.00430142 0.00258829 0.00173998 0.00169685 0.00342126 0.00417117 0.000996202 0.00250657 0.000892762 0.000484479 0.000687202 0.00517522 0.00841557 0.00569415 0.0124481 0.00189939 0.0012717 0.000626287 0.00116983 0.000448319 0.00431037 0.00681972 0.00971552 0.00256778 0.00273835 0.00181583 0.00123762 0.00431502
threshold=102.75018128760001 0.090465000000000031 0.090850000000000028 44.749265482150008 79.328334055150009 0.080110000000000028 0.089850000000000027 -0.085550000000000001 -0.086139999999999994 48.96897326980001 102.21786657775002 100.35207663525001 0.20852500000000004 94.047642319350018 0.11296500000000002 88.122280599850015 0.077805000000000027 0.099855000000000027 0.18839000000000003 0.084805000000000019 37.817254840650008 -0.031989999999999998 39.354247760400007 -1.0000000180025095e-35 66.859265246100009 40.148327922700012 40.21994457600001 96.870523356300012 -0.053874999999999999 -0.063379999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 -3 -4 -2 -6 7 8 9 -7 11 12 18 14 15 -14 -17 -18 21 -13 -21 28 23 -23 -25 27 -27 -24 29 -1
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 -12 19 13 -15 -16 16 17 -19 -20 20 -22 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=-2.2680138558415795e-05 0.044117688690749307 0.099902900142375517 -0.10005663858320268 0.019397175475313024 -0.0013161651550037084 -0.100025633872154 0.068041180667874526 -0.10011706872882127 0.1000029348692638 0.087769561770598234 0.0040793800012195423 -3.3461828693765353e-05 0.050866716236328019 -0.00023429532719280359 0.082393455152897782 0.040904393780060326 -0.10017360916223877 -0.037097834165718803 -0.004691636644405292 0.00029787959028585169 -0.0062854907793433168 0.041899039476787914 -0.0082534232394462347 0.043241009106102977 -0.024663489441560674 0.0078797837490592396 0.00051856579997021314 8.2524889558636684e-05 -0.0014303792155079098 0.0078983422219764173
leaf_weight=25.210341311694439 0.0082118920987898081 0.0018837842089083215 0.0064270085553162076 0.0025271270535807133 0.51750524512723384 0.0014519774834885549 0.0026090069875672759 0.0080067183130410266 0.0012172954806004563 0.0013922407240247736 0.53726029082328253 1.514180801126215 0.020490738987915758 0.5187563074814534 0.020468931063987839 0.020106640389712993 0.010531475151644543 0.0087327954825013876 0.56695661564299271 0.5105275516748049 0.57269567535718124 0.065053454156171142 0.54365675359804277 0.032766519132709671 0.059026896883608515 0.54258208023384202 7.3639612848737759 0.50316850165836513 5.7319751770386018 0.70702129457379115
leaf_count=2134 44 6 236 22 538 122 17 195 2 12 48 125 28 48 14 24 41 3 29 26 103 26 37 23 34 7 490 5 114 80
internal_value=-3.69854e-07 -0.00226779 -0.0374472 -0.0663432 -0.00156224 -0.00226711 -0.0357966 -0.058245 0.0242999 -0.00810016 2.7368e-05 -2.15278e-05 6.05784e-05 0.00342315 0.0270421 0.00811543 -0.0141346 -0.0715804 1.1833e-05 -0.00134683 -0.00318272 7.72573e-05 0.000695411 0.0171296 -0.000424343 0.000407514 0.00102373 -0.00424665 -0.000100677 0.000193404
internal_weight=45.6115 0.551232 0.0108379 0.00895414 0.540394 0.532182 0.0146772 0.0120682 0.00406151 0.00284422 45.0603 44.523 41.9256 0.599087 0.0803306 0.0598617 0.0393709 0.0192643 41.3265 2.5974 1.08322 40.7596 9.11022 0.156847 0.0917934 8.95337 7.90654 1.04683 31.6493 25.9174
internal_count=4633 1194 264 258 930 886 348 331 136 134 3439 3391 3137 158 110 96 68 44 2979 254 129 2950 622 83 57 539 497 42 2328 2214
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=31
num_cat=0
split_feature=4 3 3 2 3 2 1 1 3 1 1 4 0 0 0 1 0 1 3 0 1 4 3 1 0 1 1 4 4 4
split_gain=0.000284149 0.00363806 0.00319258 0.000947489 0.00688089 0.00645394 0.0120594 0.00436342 0.00150244 0.00110629 0.00279287 0.00160054 0.00110868 0.00131111 0.00419549 0.00268064 0.00343978 0.00208728 0.00312885 0.00178453 0.00124684 0.000980478 0.00213599 0.000934409 0.00143992 0.0132397 0.0259124 0.036476 0.0349054 0.00957112
threshold=42.123054668150012 -0.25587999999999994 -0.55393499999999996 -0.101255 0.095235000000000028 -0.13867499999999996 67.254468591300011 74.144986779650011 0.080545000000000019 62.245871094250013 63.452988794850008 42.371983470600007 110.78598263955001 97.32487278035002 95.746747857800017 67.606656606400023 90.60910437050002 70.348883899450016 0.076615000000000016 100.19345760555002 80.677940036650014 48.109449608500007 0.080110000000000028 61.993156030000002 87.380266155850009 62.041548276350007 62.111448187750007 42.957059535450007 43.895345911700005 42.684965421050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 9 -7 -6 -8 -3 -11 -12 13 14 15 16 21 -17 -19 -15 -21 22 -13 -5 25 -25 28 29 -27 -28
right_child=1 3 -4 23 7 6 8 -9 -10 10 11 12 -14 19 -16 17 -18 18 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00013971843610780251 0.011048082193780829 0.0015659741490360495 -0.085720124773434297 0.0016048682845183676 -0.090396926213624607 0.082102940132716476 0.018131644973136997 0.012680272143718902 -0.10009712294573676 0.10004572007852211 0.092237066534845369 0.090122327686656456 -0.075756718225132358 0.083616756079395615 -0.090480739908363417 0.09061585960801477 -0.085324078836786152 0.059811698891172896 -0.10006143337556317 -0.10005666788973333 0.025921264074086642 0.05500645441351884 -0.052643635710319839 -0.00064638989370494049 -0.00037272318521449531 -0.10159518819055069 -0.009342442923314348 -0.10058294173883156 0.030292831251156352 0.079324516315045945
leaf_weight=34.701021460418517 0.0053864616262679918 0.52482920947108924 0.0092887855978286415 1.6095883600252285 0.012482266710321765 0.024190630357684872 0.001380823498038807 0.0061204709762216472 0.0048508571250209798 0.0037788763584103427 0.0022622541989480984 0.0014944123857674185 0.0016005752532788345 0.0048761913266375245 0.0044548330368758817 0.0060865649652370735 0.004622990517404447 0.0035989154319304717 0.001855175745780091 0.0010429310108630574 0.0031845457034478386 0.0043287934095133096 0.0035079810605225248 1.5606591906453076 6.9221558021683345 0.070065987538214247 0.017228502606357665 0.02087624763147744 0.028120761802711058 0.041497511562283762
leaf_count=2592 40 114 88 144 34 32 64 30 95 5 12 16 86 29 17 32 16 42 56 58 103 6 64 70 594 56 13 41 16 68
internal_value=-2.11295e-07 -0.000445468 -0.0502019 -0.000378421 0.00341612 0.00526728 0.0501475 -0.0564836 -0.0738998 0.0028783 0.0176282 0.0103712 0.0058156 0.00915879 -0.000943094 0.0147022 -0.0147865 0.0503581 0.00543183 0.0423924 -0.00515786 0.0201602 -0.00999381 -0.000607696 -0.0010189 -0.00359187 -0.0294478 0.0129521 -0.0638224 0.0533122
internal_weight=45.6064 10.9054 0.0146752 10.8907 0.620549 0.601947 0.0304223 0.0186027 0.00623168 0.571524 0.046695 0.0429162 0.0406539 0.0390533 0.0299497 0.0254948 0.0139542 0.0115407 0.00545409 0.00910367 0.00422748 0.00933119 0.00500239 10.2702 8.6606 1.73845 0.177789 0.0796023 0.0981867 0.058726
internal_count=4633 2041 128 1913 911 847 191 64 159 656 542 537 525 439 249 232 102 130 98 190 161 86 80 1002 858 264 194 122 72 81
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=3 3 3 3 0 2 0 4 2 2 3 3 1 4 1 4 0 0 0 4 1 0 1 2 2 2 0 1 4 0
split_gain=0.000289283 0.00310944 0.00151051 0.00267281 0.00100346 0.00182146 0.00177848 0.00198362 0.00172085 0.00154835 0.000940783 0.0051914 0.031751 0.00846815 0.0126165 0.00520892 0.00193151 0.00167702 0.00141856 0.00086168 0.00169126 0.00211867 0.0263585 0.0189886 0.0015676 0.00217368 0.00160195 0.00925605 0.00163471 0.00172734
threshold=0.092015000000000027 0.092185000000000031 0.08846500000000003 0.088890000000000011 86.420486603250012 -0.085550000000000001 94.848802842250009 42.876019054300009 0.059500000000000011 -0.13867499999999996 0.08673500000000002 0.087785000000000016 62.907231794400012 37.817254840650008 75.499969677400017 42.654057868200006 94.047642319350018 95.746747857800017 86.420486603250012 40.542362378300005 75.180043159850015 97.491557184450016 80.677940036650014 0.11061500000000003 -0.10771499999999999 -0.076544999999999988 85.882794977150013 62.041548276350007 36.377496227400009 89.237990724000014
decision_type=2 2 2 2 2 2 2 2 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 10 -4 5 -5 7 -6 9 -8 -1 12 15 -14 16 -12 -15 18 -13 20 24 -22 23 -23 -3 -26 -27 -28 -29 -30
right_child=1 19 3 4 6 -7 8 -9 -10 -11 11 17 13 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 26 27 28 29 -31
leaf_value=-8.7826321374606108e-05 0.0077362393203215451 0.0062393541618621304 -0.0082534367401668318 -0.00056016267842762247 0.0068947235209533197 -0.0077847830235903406 -0.00022981726415764907 -0.0014154080006867824 0.0026771602589857569 -0.0078503368442016178 0.074147997909849953 0.0033485450828150474 0.039827662061151257 -0.058056196144621042 0.040428330977071977 0.030632690623714112 -0.10031797039379896 0.0054932203847617989 -0.0030278050238147091 -0.00058412879929524127 0.0017678599194519207 -0.10074699391702087 1.5609303565576401e-06 0.03748915271525799 -0.0024429764517642392 -0.00066441414310061588 0.014442524528489282 -0.0041754756627230567 -0.0015148002292267133 0.0034439367719224321
leaf_weight=18.536149650394556 0.54481832239889882 0.5824874637569345 0.56776700183833195 1.042823033900383 0.6407664047430901 0.52448603261752325 0.50171317982888297 0.52061617534090487 0.53237309888338025 0.56901253563603471 0.053148330573095343 0.51700325172654116 0.012311721953018079 0.025016000223466506 0.011716180468735793 0.057020839652977884 0.019049370252105291 0.5405070906575985 1.0730575376589966 9.771045511655883 0.51250735269763947 0.045782650466003272 0.53017935052651233 0.012691461966049644 1.586899010814413 1.964015157005387 0.58769203830161121 0.53568613293964551 1.0516448016569486 2.115800378076699
leaf_count=2678 18 79 55 58 56 36 30 19 31 124 37 19 20 25 33 9 57 92 62 580 11 83 149 17 83 46 19 32 19 56
internal_value=-9.37681e-07 0.000286011 -0.000222089 -0.00180203 -0.000956448 -0.00297782 0.000189558 0.00316952 -0.00196931 -0.00427957 0.000149273 0.00205279 0.018446 -0.0352357 -0.0518032 0.0516256 -0.0763259 0.000681191 -0.000954555 7.56606e-05 0.000752466 -0.00293309 -0.00702594 -0.0707437 0.00123422 0.000862435 0.00170104 0.00278377 0.000933509 0.00179755
internal_weight=45.5858 19.8412 25.7445 4.89956 4.33179 1.56731 2.76448 1.16138 1.6031 1.07073 20.845 2.30883 0.178262 0.0680933 0.0557816 0.110169 0.0440654 2.13057 1.59006 19.2964 9.52539 1.10116 0.588653 0.0584741 8.42422 7.84174 6.25484 4.29082 3.70313 3.16745
internal_count=4633 1192 3441 409 354 94 260 75 185 154 3032 354 181 135 115 46 82 173 81 1174 594 260 249 100 334 255 172 126 107 75
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=4 4 4 2 3 2 0 2 3 3 3 2 4 1 0 2 4 4 4 3 2 4 4 3 2 2 2 3 3 4
split_gain=0.000321698 0.00112456 0.000953707 0.00219535 0.0045771 0.0520032 0.0258639 0.00541516 0.00247525 0.00207207 0.00164013 0.000952791 0.009255 0.00601781 0.00573168 0.00508722 0.0047922 0.00393504 0.00338314 0.00267717 0.00311552 0.00159629 0.00153176 0.00187205 0.00141014 0.00204033 0.00191634 0.00130925 0.000997765 0.000962652
threshold=42.498713093000006 42.388109226950007 43.157831852650006 -0.097799999999999984 0.092895000000000019 -0.08158 85.683849075550015 -0.083330000000000001 0.12376500000000003 0.085910000000000028 0.08759500000000002 -0.090369999999999992 43.663128814500006 62.334590212600006 90.767723400200012 -0.10290999999999999 44.279556297950009 44.279556297950009 47.927946529500012 -0.225495 -0.61402999999999996 48.393869453650005 44.026978245600006 0.081235000000000016 -0.23265499999999997 -0.18437499999999998 -0.16533 -0.25420999999999999 -0.25098999999999999 49.407085930050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -5 -6 -9 -8 -7 12 13 -4 -15 17 -17 22 19 27 -21 -20 23 -14 28 -26 -27 -19 -23 -30
right_child=2 -3 11 4 7 10 9 8 -10 -11 -12 -13 15 14 -16 16 -18 18 21 20 -22 24 -24 -25 25 26 -28 -29 29 -31
leaf_value=6.0665521490653289e-05 0.0021840080673955274 0.0044278155244824929 -0.022040633913338149 0.02213959704515436 0.0083889960173336494 0.002997090538494898 -0.070391698566927466 -0.0084418756331088498 0.001208040203576468 -0.10119691402973269 -0.0047514073599944874 0.00013515545996033783 -0.083768103209921202 0.099821971228915896 0.020561972138866551 -0.100266677760319 0.0011350946469756281 -0.041853664247934214 0.06045362734001225 0.059212089958522889 -0.10007187901514779 -0.01903327876584357 0.090594400826056187 0.064505736213349429 -0.10016446544357629 0.095658525648849399 -0.035148505557343106 0.067496061039304334 0.010122208362908156 0.069267736912909508
leaf_weight=35.763321284498943 1.0505245134535051 0.59952622531510158 0.010789763303947902 0.02507472277511591 0.54929215335062043 0.55867741951578642 0.032048745888914709 0.55671550510713508 0.50869262583097452 0.068515767849852693 0.53455910872365564 5.2024074210248363 0.0013671126111261117 0.019596950640107025 0.017071939705717298 0.011023058161753183 0.0080746202123833655 0.0020821535555928302 0.0050055991600004282 0.0014281054185056883 0.0087623154405505835 0.0058104695564553657 0.0061272105914634833 0.0022577447753064916 0.0030462230832164977 0.0015601163322583262 0.0039699005412515333 0.0023093373712592688 0.0076117556922040072 0.0043100590482758605
leaf_count=2717 108 87 25 32 21 126 28 56 13 36 27 467 75 14 36 44 21 30 26 7 233 28 16 8 6 5 239 26 56 20
internal_value=-1.03686e-06 0.000132668 -0.000529004 -0.00172054 -0.00316812 -0.00779399 -0.0687238 0.00032378 -0.0038344 -0.0913796 -0.000791687 0.000340175 0.00906815 0.0436048 0.0629209 -0.0128604 -0.0573934 0.00242277 -0.00983496 -0.0496214 -0.0777495 0.00869222 0.0601112 0.00858435 -0.00115618 -0.0344464 0.00175449 0.0156497 0.0149447 0.0315049
internal_weight=45.5716 36.3628 9.20871 3.8841 2.83358 1.21888 0.125639 1.6147 1.06541 0.100565 1.09324 5.32461 0.122204 0.0474587 0.0366689 0.0747458 0.0190977 0.0556481 0.045896 0.0145819 0.0101904 0.0313141 0.00975207 0.00362486 0.0263085 0.00857624 0.00553002 0.00439149 0.0177323 0.0119218
internal_count=4633 2804 1829 447 339 249 96 90 69 64 153 1382 915 75 50 840 65 775 676 296 240 380 99 83 354 250 244 56 104 76
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=31
num_cat=0
split_feature=0 0 3 0 2 1 0 0 3 3 3 4 4 0 4 4 0 4 4 4 2 2 0 2 3 4 4 3 0 0
split_gain=0.000314557 0.00260575 0.00347917 0.00151873 0.00106726 0.00414976 0.0126165 0.00286192 0.00180649 0.00161652 0.00148186 0.000859536 0.0104675 0.0106984 0.0100364 0.00967689 0.00922617 0.00366924 0.00155097 0.000928135 0.00146291 0.000859291 0.00165162 0.000896455 0.00163838 0.000836443 0.0357423 0.0362865 0.00720499 0.00881523
threshold=86.135510041400025 86.345209775600011 0.087475000000000011 86.09518316945001 -0.092084999999999986 61.93938686740001 85.732241321850012 83.933662832600007 0.10487000000000003 0.096915000000000015 0.08729000000000002 41.873095646600007 43.847983878700006 85.683849075550015 43.067541470150012 42.546237522150008 85.307464937250003 42.720329370750001 42.455548714850003 41.489621506400006 -0.077085000000000001 -0.23557500000000001 76.535026057600007 -0.23265499999999997 -0.25098999999999999 41.489621506400006 41.808689985400001 0.078095000000000012 88.350799540950007 91.109157582800023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 8 10 -9 21 19 13 14 15 16 -13 -17 -15 20 -6 -1 23 24 -23 -3 27 -27 -29 -30
right_child=1 25 -4 -5 11 -7 -8 9 -10 -11 -12 12 -14 18 -16 17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.059704470263946818 0.0008102691687402637 0.00043338203882468734 -0.010063767346153631 0.0033347988298721184 -0.0040711817416473426 0.0012621138711917197 0.074139190432021385 -0.016005385748509772 0.065862318938996148 -0.098915795809277354 -0.067938306955896519 0.061708884111065836 0.0010587682154826427 -0.055184875479328571 -0.10030330431381927 0.092666139012401963 -0.10032310491833868 0.013648616265685859 -0.10037463136138176 0.0024514704851583244 4.0868244891758025e-05 -0.038555834398282147 0.085534693362243494 -0.056787013289830816 0.040091752163429209 0.07427665778302836 -9.5182524544759609e-05 -0.10111672914804654 0.022769621986209403 -0.072971966526029539
leaf_weight=0.0019189161664448394 0.57336414808742009 19.793205003487309 0.60439262916770531 1.5807722110766924 1.064103536823495 1.5498970856438568 0.030367583756870431 0.0043413012627286918 0.003925137920305132 0.0051309023292560596 0.0034522564179226825 0.0052658450126256478 0.5173366698962496 0.012472517378682824 0.0095363952344521899 0.012227282577622844 0.010563997735857811 0.011314678286920496 0.019420940450800117 1.0948002988191303 4.6277715577641976 0.0043361830515609434 0.0025152647943968978 0.0024987431553062317 0.0068065877096906598 0.018864416577840326 13.874713445800692 0.055557035055244341 0.012792952009476721 0.038735371479468483
leaf_count=81 31 1638 42 41 22 294 14 33 16 12 29 44 63 16 73 10 27 33 34 36 154 39 11 103 41 26 1569 20 4 77
internal_value=-1.64378e-06 -0.000146186 -0.00476999 0.000476098 -2.6008e-05 0.00230247 0.026998 -0.0139914 0.00347146 -0.0609163 -0.00790411 -0.000535287 -0.00416933 -0.0376425 -0.00825855 0.014036 -0.0464227 0.0546889 -0.0827024 -0.000215004 -0.000727885 0.00356176 0.0110758 -0.00265317 0.00948623 1.4959e-05 -0.00057658 -0.0536076 -0.076136 -0.0492022
internal_weight=45.5524 34.9716 1.17776 10.5808 9 1.61519 0.0652929 0.0349253 0.0254531 0.0094722 0.021528 7.38481 0.598138 0.0808017 0.0489082 0.0393718 0.0158298 0.023542 0.0318935 6.78668 5.69188 0.0180757 0.0161568 0.0136415 0.0111428 33.7939 14.0007 0.12595 0.107085 0.0515283
internal_count=4633 3407 73 1226 1185 673 379 365 320 45 304 512 300 237 187 114 71 43 50 212 176 275 194 183 80 3334 1696 127 101 81
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=4 3 3 1 1 3 1 3 4 0 0 0 4 4 0 4 3 3 2 2 2 1 1 4 4 4 0 1 4 4
split_gain=0.000278059 0.00306073 0.00284579 0.00104058 0.000941992 0.0045499 0.0235949 0.00780594 0.00289556 0.00301964 0.00280656 0.00231563 0.00655709 0.00156788 0.00283141 0.00516509 0.00823589 0.00255254 0.00682474 0.0025561 0.00986126 0.0460058 0.0291593 0.0340795 0.0115667 0.0209333 0.00255037 0.00506621 0.00202648 0.00139109
threshold=42.123054668150012 -0.25420999999999999 -0.55393499999999996 65.036490633650018 61.987779113750001 0.091510000000000022 61.950140699950005 0.08376500000000002 40.518963363600001 85.799452775150016 85.732241321850012 85.931187223550012 40.767054867700004 40.300545846000013 86.420486603250012 41.444941515100005 0.10990500000000002 0.079745000000000024 -0.088039999999999993 -0.087660000000000002 -0.064729999999999996 62.020040611300011 66.439865777750015 41.362929270750008 41.404176814550006 41.600558339100012 86.474255765850003 62.00390986255001 40.767054867700004 41.243661560350013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 7 -1 10 -10 -7 12 -9 26 15 28 -17 18 -16 29 21 -21 -23 -24 -25 -26 27 -6 -15 -19
right_child=1 -3 3 -5 13 8 -8 11 9 -11 -12 -13 -14 14 17 16 -18 19 -20 20 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00090439295551683618 0.012582112732182899 -0.00038194374531830619 -0.10020664108249691 -0.027315535379392394 0.0022051872819176407 -0.00040467893751940207 -0.086961795129837732 -0.079305442311436422 0.0006162668658828128 -0.0051829848953356223 0.0063355222101493906 -0.069295849898661541 0.04353396280816188 0.0050056751851813531 -0.00034737435150638028 0.01622996992558769 -0.0006748975093743213 0.0023604229622707544 0.012096468700298089 0.0015462691329314873 -0.00038450517710724358 -0.10133799857101299 -0.082690816464093736 0.10068903014999353 0.093094215547291331 -0.10017711582560636 -4.5757982599987191e-05 -0.011301282217586818 -4.9858399739753244e-05 -0.00077462831538436855
leaf_weight=0.51556457577611881 0.0053194789860062661 10.843475983688846 0.006684334938766523 0.0027701674086317851 0.51235178760908184 1.4408802349240448 0.03669553636181333 0.0090366787842626195 2.0519916612100819 1.5963688562624154 1.0814355218899434 0.021508275892301754 0.0083706360288999804 1.0629079392963401 1.5077737945477303 0.65172573757554608 0.51666767196729779 3.1000996900644684 0.6227772688785026 0.50513660907745617 4.1677441303344391 0.082434110227040946 0.040769696378838205 0.019979171454906464 0.011160953909012505 0.011255660249677391 8.7649123508851048 0.60641764771748863 3.121013539073374 2.6043865605053491
leaf_count=224 40 1903 65 33 7 61 80 36 39 38 19 10 8 23 81 70 6 90 99 2 155 24 27 1 7 41 1223 80 51 90
internal_value=-2.31799e-06 -0.000443916 -0.0459289 -0.0788496 0.00013598 -0.000922984 -0.00930361 -0.00416419 -0.000120087 -0.00192124 0.00248516 -0.0473508 -0.0202358 0.000392543 0.000947542 0.00287609 0.00875458 0.000133071 0.00329006 -0.000504903 -0.00219558 -0.0134491 -0.05919 -0.0174127 0.0453617 -0.00394972 -0.000619661 -0.00511586 0.00123448 0.000929113
internal_weight=45.5296 10.8582 0.014774 0.0094545 34.6714 6.76185 0.591176 0.55448 6.17068 3.64836 2.52232 0.0389156 0.0174073 27.9095 18.0258 5.35231 1.16839 12.6735 2.13055 10.543 4.83848 0.670736 0.1656 0.0831655 0.0423958 0.0224166 9.88368 1.11877 4.18392 5.70449
internal_count=4633 2041 138 98 2592 515 358 278 157 77 80 54 44 2077 767 150 76 617 180 437 257 102 100 76 49 48 1310 87 74 180
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 2 0 3 4 2 4 2 1 2 0 4 0 4 0 0 2 3 3 3 3 3 3 1 1 3
split_gain=0.000270184 0.00171493 0.00132456 0.00121576 0.00177796 0.000475312 0.00347351 0.0122145 0.00683497 0.00655001 0.00111669 0.000464341 0.000740035 0.0018916 0.015475 0.0200905 0.0096145 0.00844059 0.0015535 0.00112972 0.00335562 0.00142003 0.0110955 0.00916573 0.00605029 0.00193991 0.00113504 0.00108719 0.00107617 0.00284211
threshold=0.11636500000000001 0.12376500000000003 0.11148000000000002 -0.027754999999999998 98.031937268650012 0.22387500000000005 101.11291028615001 0.10131500000000003 40.099856909850011 0.36215000000000008 37.041406607950009 0.12616000000000002 61.950140699950005 -0.07490999999999999 85.990333302400003 38.804629908750009 85.495657006400009 39.571921479100006 85.121961326250016 85.769879735700016 -0.083004999999999982 0.091510000000000022 0.089505000000000015 0.088890000000000011 -0.041994999999999998 -0.20885999999999996 0.083555000000000032 61.987779113750001 62.009286778800011 0.10526500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 -5 11 7 8 10 -10 -7 12 13 -1 15 -15 17 -17 -19 20 21 22 23 24 25 -14 -26 -21 29 -29
right_child=1 3 -4 4 -6 6 -8 -9 9 -11 -12 -13 19 14 -16 16 -18 18 -20 27 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00033842411391645042 -0.0058506685930721598 -0.00079776418083551254 0.0047244371560032907 0.0067673815225015397 -0.0013356662501222982 0.0020543036684162849 -0.00055511378341276335 -0.10068009792704401 -0.1002378441916954 0.019611593221657148 0.038402085720877707 0.0027502099644274008 -0.053273996808771019 0.04648200629871866 -0.00049995264707564243 -0.10041687061173284 -0.10075655744533159 9.7138642854674309e-05 0.10011172724655495 -0.004198484840995549 0.0086592792298111742 -0.00075837206172468591 -0.10110238888259762 0.10018748364007464 -0.040033655713689359 0.073043563219127638 -0.10030662598456558 0.0058353633275099988 4.649099291376497e-06 -0.0015391390982791781
leaf_weight=3.4908582036410607 0.56836135881895344 4.6251461379815568 0.60828803173524804 0.5703571696124079 0.51554885401542982 0.013659376225525155 1.023920237791478 0.015885998067460605 0.010878248310221217 0.007851202398548196 0.022172475589457008 0.64077617069820192 0.0014881292397699412 0.016664756142749253 0.53183274052571505 0.0049813296645879754 0.043380859845086661 0.0022609642415880099 0.00496014638338238 0.58224729223991545 0.57371592754447298 0.50472998972901451 0.012112619468098274 0.0085120985017965722 0.011899317717809499 0.0066429931054319165 0.0042368584259528932 1.1059791943371267 28.977391800730263 0.99077841150574375
leaf_count=447 67 125 75 46 30 26 155 8 34 20 37 121 21 14 19 2 20 138 2 28 89 22 15 2 27 99 82 36 2821 5
internal_value=-3.13156e-06 -0.000612135 9.43791e-05 -9.07981e-05 0.00292035 2.14337e-05 -0.00203287 -0.0235114 -0.00104301 -0.0499981 0.024546 8.13599e-05 3.49829e-05 -0.0012325 -0.00639916 -0.0498244 -0.0786986 -0.000280361 0.0687967 0.00019332 0.00330976 -0.00227427 -0.0193179 0.0109031 -0.0204147 0.0499254 -0.0558595 8.27323e-05 0.000162951 0.0023507
internal_weight=45.4975 6.27941 39.2181 5.71105 1.08591 38.6098 1.09437 0.0704473 0.0545613 0.0187295 0.0358319 37.5154 36.8747 4.09494 0.604081 0.0722481 0.0555833 0.0122024 0.00722111 32.7797 1.12334 0.549622 0.044892 0.0327794 0.0242673 0.00813112 0.0161362 31.6564 31.0741 2.09676
internal_count=4633 268 4365 201 76 4290 280 125 117 54 63 4010 3889 642 195 176 162 142 140 3247 357 268 246 231 229 120 109 2890 2862 41
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=4 3 4 2 3 3 4 0 4 4 2 2 3 3 2 2 2 3 4 4 2 2 2 4 2 4 2 3 0 0
split_gain=0.000267053 0.00258772 0.00313837 0.00117 0.000879142 0.00260223 0.000952033 0.000753928 0.0101608 0.000888973 0.00144787 0.00392784 0.0234636 0.0136815 0.0142131 0.0205732 0.0132139 0.0296459 0.0126708 0.00296095 0.00189112 0.0058294 0.00133766 0.00769604 0.00463005 0.00466273 0.00271807 0.00240582 0.00207422 0.00251494
threshold=42.123054668150012 -0.25587999999999994 44.026978245600006 -0.69416999999999995 -0.57039999999999991 -0.55393499999999996 45.458122212500008 102.21786657775002 42.527280425250005 43.157831852650006 -0.09715 -0.031989999999999998 0.092895000000000019 0.089505000000000015 -0.087660000000000002 -0.066979999999999998 -0.08158 0.082535000000000011 42.759119507950011 42.620627117000005 -0.078504999999999991 -0.078549999999999995 -0.090369999999999992 43.663128814500006 -0.10290999999999999 44.279556297950009 -0.10434500000000001 0.08729000000000002 97.32487278035002 95.746747857800017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -4 -6 -7 9 -9 10 -3 12 13 14 19 16 18 20 -16 -12 21 -18 23 27 26 -26 28 -11 29 -25
right_child=1 7 4 -5 5 6 -8 8 -10 22 11 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.048799751279671802 -0.10021204257540757 0.0010029150826097539 -0.051671592714285564 0.0001252497114962173 0.096643845751998345 0.021886528987494824 -0.10004761437494139 0.079654080485140943 0.00080936262313838615 0.020510962748134826 -0.044058425494373554 -0.00070989046789359835 0.0024073398970717585 -0.10049714162512342 0.023456310435547776 -0.073952543693868666 -0.10070691165190876 0.079401963082537746 -0.05621160753037141 -0.092667291361260729 -0.10075793862285937 0.10000133234550174 0.00010589551798676171 -0.00040478944420919484 -0.10024138368594085 0.0023766025104359923 0.094903888534131065 0.066815839790520137 0.059362170523376549 -0.088363662284798888
leaf_weight=0.0049390617085326429 0.0057473543201264762 1.5573799962032802 0.0023931398759629019 34.620657049738128 0.0024202628901548451 0.001128161547160487 0.0014808105693222551 0.016860324593656495 0.53476031181991479 0.023444868393657115 0.021664472204065643 2.5842621216339943 0.60638715107265995 0.027119245733956632 0.035169222774129705 0.04262679110979628 0.0042214054802799375 0.047465350439779286 0.046173479099024917 0.029725592332624728 0.010526180623855796 0.0022018808231223375 5.1733955063377399 0.028365809259907407 0.0099716835857165259 0.0079643869124765843 0.0031965875059540841 0.021519322556343923 0.0049022851429540984 0.0036713663389491549
leaf_count=11 59 104 20 2581 5 13 31 52 478 34 21 151 63 21 15 5 3 10 34 32 5 56 256 372 42 20 3 17 102 17
internal_value=-3.48844e-06 -0.000436243 -0.0447365 0.000132193 -0.00178027 0.0219603 -0.0473213 -0.000382436 0.00321926 -0.000575488 -0.00152882 -0.00266919 -0.00846728 -0.0331746 -0.0255602 -0.0128439 0.0050273 0.0388624 -0.0217665 -0.0721753 -0.0746649 -0.0319048 0.000330599 0.0116128 -0.0124357 -0.0546746 0.00644013 0.0426719 -0.00121516 -0.0104846
internal_weight=45.4817 10.8561 0.0131697 34.6256 0.00742237 0.00502924 0.00260897 10.843 0.551621 10.2914 5.01492 3.45754 0.873281 0.266894 0.239774 0.188384 0.145758 0.0644148 0.0813427 0.0513901 0.0169495 0.00642329 5.27643 0.103036 0.0580721 0.0179361 0.040136 0.0449642 0.0369395 0.0320372
internal_count=4633 2041 128 2592 69 49 44 1913 530 1383 520 416 265 202 181 128 123 74 49 53 64 59 863 607 556 62 494 51 491 389
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=1 4 0 2 1 4 4 4 0 3 3 3 2 2 2 2 1 2 0 1 3 4 2 0 4 0 0 0 3 2
split_gain=0.00023749 0.0035509 0.00664032 0.00448851 0.00209414 0.00165734 0.00169231 0.0015517 0.00126585 0.00155347 0.00161305 0.00271977 0.00073464 0.0012512 0.000692543 0.000425439 0.000376769 0.00130407 0.0110592 0.00747836 0.0119523 0.0106197 0.0103816 0.00450009 0.0155988 0.00336871 0.00879614 0.000753472 0.0012245 0.000755659
threshold=81.339300736700025 39.198779702000003 104.03526427400001 -0.58835000000000004 90.937096262400004 44.749265482150008 46.324972967950011 48.553014326500012 114.09278614000002 0.089965000000000031 0.086255000000000026 -0.15148999999999999 -0.036264999999999999 -0.088274999999999992 -0.088880000000000001 -0.15781499999999998 77.621163142300006 0.063030000000000017 100.35207663525001 81.011308844800013 0.09117500000000002 42.431220712750012 -0.081844999999999987 100.01333091085002 40.636252116050009 99.647700605050019 97.886760529650019 99.403050915200012 0.088890000000000011 0.20852500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 3 -3 5 8 -7 -8 9 10 11 -4 13 -6 15 -9 27 18 23 20 21 22 -20 24 -18 26 -26 29 -29 -1
right_child=1 2 4 -5 12 6 7 14 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-4.2431468187728205e-05 0.00034803399456514452 0.037879013231098019 0.057278523229609607 -0.10019441401244154 -0.10004521669925291 0.088553325647133682 -0.050655353851049523 0.034571438822610087 -0.10004996431206947 -0.10002054587024008 0.075523819655055058 -0.10002972246809486 -0.10004365036743033 0.024861880876757145 0.06963770015821695 -0.047495422819667316 -0.08347798167049307 5.7785753005892994e-05 -0.027569365232180093 0.0048462632544575227 -0.090818629158060743 -0.09232779819838012 0.099315334815302803 0.092152558219036507 0.097079389942739833 0.10021017768133343 -0.06890543152953528 0.00078614454463100014 -0.0060503374052927675 0.0035594163163579482
leaf_weight=40.091271081287076 0.50799645462298215 0.0028127874975325531 0.0022049404069548481 0.014447527529753479 0.001339529166684921 0.0043264253128292305 0.0027174719840885597 0.0015684311674704085 0.0015379523362923928 0.0013499899194968634 0.0028430876034555297 0.0021914150701167747 0.0021665023228268077 0.0019983297449828186 0.0034575300414871881 0.001057659657405452 0.0092071996723857019 2.5393267338341587 0.012956767013299786 0.52562221247171692 0.022103099340114341 0.0086741733681408029 0.012837011946913945 0.016468287190946285 0.0079502308073071681 0.014429182711864996 0.0053352107593127593 0.51302359846940138 0.53543986133848875 0.59105909611854812
leaf_count=2780 382 8 15 122 157 9 28 22 10 37 18 61 171 59 8 64 10 66 41 16 71 69 21 7 58 7 14 84 69 149
internal_value=-3.80802e-06 -0.00206159 -0.0286607 -0.0776936 0.000767171 0.0138955 0.0373436 0.01217 -0.0164987 -0.00153873 0.0168259 -0.0211336 -0.0546977 -0.0252651 0.0402332 0.00151896 2.15795e-05 0.00107172 0.00512268 0.00112809 -0.0334188 0.00338967 0.0355784 0.0486818 0.0292925 0.0667564 0.0304227 -5.83163e-05 -0.00270518 9.8985e-06
internal_weight=45.4597 0.554016 0.0460196 0.0172603 0.0287593 0.0232549 0.0131275 0.00880109 0.0101274 0.00858943 0.00723944 0.00439636 0.00550436 0.00333786 0.00608362 0.00262609 44.9057 3.17491 0.635583 0.582193 0.0565711 0.034468 0.0257938 0.0533901 0.0369218 0.0277146 0.0132854 41.7308 1.04846 40.6823
internal_count=4633 1171 789 130 659 272 131 122 141 131 94 76 387 216 94 86 3462 380 314 218 202 131 62 96 89 79 72 3082 153 2929
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=3 3 3 2 4 4 0 2 4 2 2 0 3 4 2 0 0 2 1 2 0 4 0 3 0 1 2 2 1 3
split_gain=0.000245864 0.00136821 0.00108185 0.000978354 0.00121504 0.000907662 0.00134013 0.00123949 0.000730658 0.000501228 0.000395863 0.00307832 0.0111683 0.00581211 0.00603894 0.00104361 0.00220651 0.000389362 0.000580769 0.00159162 0.0138556 0.0180837 0.0088209 0.00753674 0.00150391 0.000928698 0.00473825 0.0065046 0.00150599 0.00137472
threshold=0.11636500000000001 0.12376500000000003 0.11148000000000002 -0.031989999999999998 41.444941515100005 42.91168285345001 98.031937268650012 -0.02903 41.289992964000007 -0.074029999999999999 0.22387500000000005 101.11291028615001 0.10131500000000003 40.099856909850011 0.36215000000000008 90.321439350550008 93.910530954700008 0.12616000000000002 61.950140699950005 -0.07490999999999999 85.990333302400003 38.804629908750009 85.495657006400009 0.10646500000000002 85.121961326250016 62.009286778800011 -0.084259999999999988 -0.051199999999999996 62.014663695050011 0.10646500000000002
decision_type=2 2 2 2 2 2 2 2 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 10 4 8 6 7 -5 9 -3 17 12 13 15 -15 -12 -17 18 19 -1 21 -21 23 24 -23 26 -20 -28 -27 -30
right_child=1 3 -4 5 -6 -7 -8 -9 -10 -11 11 -13 -14 14 -16 16 -18 -19 25 20 -22 22 -24 -25 -26 28 27 -29 29 -31
leaf_value=-0.00027042209546929852 -0.00525514729266734 -0.0042093239841468101 0.0042822558124963805 0.001198496747668764 -0.0055783383472663229 -0.0010424722507327781 -0.0013956122981854029 0.00800302455068304 0.0016900513653428186 -0.00044533742589483315 0.046927678613661289 -0.00048877610112539789 -0.10061653853866251 -0.10021610745225734 0.017428626421661444 0.034936432764643283 -0.026806188896315544 0.0025265669916335041 -0.0010999045219668069 0.042750520736430514 -0.00045810360816154853 8.6764740301850229e-05 -0.10068435270572568 -0.10037707382858599 0.10010107752913232 -0.0052687532866427427 0.013988384021241407 -0.00091587962440286977 -4.0683574829194488e-05 0.0035470518956887114
leaf_weight=3.4906422772933183 0.57019146946457056 0.54328163503985472 0.60595847225698563 0.50397517532110214 0.54943287571188637 0.99856528631653407 0.51387509370248441 0.5710026595195361 1.014866577927023 1.0142933905808602 0.011385902378571511 1.0232933970745728 0.014409063092898577 0.0098665117084699716 0.0078228302711202957 0.014441952784636669 0.0096594592357632791 0.63862228312001335 2.064607095944119 0.016323106644438076 0.53197357710450888 0.0022608092370680205 0.039276037724242485 0.0045093614608049393 0.0044882267247885466 0.53272112938384708 0.61206446459618746 0.56140010127370421 27.862380801568769 1.1105774590332185
leaf_count=447 67 67 75 2 32 9 29 42 6 14 16 155 8 34 20 30 17 121 111 14 19 138 20 2 2 39 30 36 2949 82
internal_value=-3.4096e-06 -0.000584303 8.97187e-05 -0.000117823 -0.00130956 0.00132009 0.00280491 0.0048129 -0.000397822 -0.00175821 2.38389e-05 -0.00185398 -0.022524 -0.00136359 -0.0481896 0.0219777 0.010191 7.85058e-05 3.60608e-05 -0.00108754 -0.0058506 -0.0487578 -0.0783158 -0.000281036 0.066598 0.000176391 0.00178401 0.006858 -3.53008e-08 9.68398e-05
internal_weight=45.4482 6.27948 39.1687 5.70929 3.12187 2.58742 1.58885 1.07498 2.57244 1.55758 38.5627 1.09088 0.0675857 0.0531767 0.0176893 0.0354873 0.0241014 37.4718 36.8332 4.08947 0.598831 0.0668575 0.0505344 0.0112584 0.00674904 32.7438 3.23807 1.17346 29.5057 28.973
internal_count=4633 268 4365 201 119 82 73 44 87 81 4290 280 125 117 54 63 47 4010 3889 642 195 176 162 142 140 3247 177 66 3070 3031
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=31
num_cat=0
split_feature=4 4 4 1 4 3 3 0 1 0 3 1 3 2 1 4 3 3 3 3 1 3 2 4 1 2 1 0 2 4
split_gain=0.000344527 0.000933118 0.000676799 0.000657301 0.00652204 0.0123547 0.0124253 0.00602313 0.00452566 0.00389282 0.00409882 0.00414583 0.00527258 0.00500099 0.00411316 0.00385843 0.00682809 0.00076193 0.000689996 0.00315842 0.0251783 0.00176507 0.00103956 0.0034104 0.00758842 0.00446816 0.00284337 0.00354668 0.00264803 0.0214426
threshold=42.081757894750005 42.027798546600003 41.965446242000006 61.982402197500001 43.067541470150012 0.10249000000000003 0.087795000000000026 86.036037090600004 61.950140699950005 85.823648898300021 0.10526500000000003 62.116825104000007 0.08759500000000002 -0.14314999999999997 62.00390986255001 42.844429421150004 0.082535000000000011 0.080545000000000019 0.09557000000000003 0.12376500000000003 66.52858489605002 0.092485000000000026 -0.095854999999999996 42.91168285345001 62.132955852800002 -0.096559999999999993 62.245871094250013 92.773313165550022 -0.082404999999999992 43.182896969600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 9 15 10 11 12 14 17 -5 16 -2 -13 21 20 -20 22 23 -9 -25 26 -26 -28 29 -24
right_child=3 -3 -4 7 -6 -7 -8 18 -10 -11 -12 13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 28 24 25 -27 27 -29 -30 -31
leaf_value=0.00011864380924804087 0.054928621908375309 0.0030289208463563527 -0.00344617745404221 0.048792885039715017 3.0694752706719966e-05 0.086980900983168644 -0.083217944130119528 0.0007553075124457952 0.076041671672155489 -0.074891052654165791 -0.10011341672924721 0.062284423492850051 0.081426778821584861 -0.10019368840624635 -0.10008964974657689 0.060078097553033338 -0.10037677714860449 -0.031712781377885566 -0.055038056903381809 -8.3247163096640845e-05 0.00047960978359434727 0.0052659064828494764 -0.049249802680897313 0.0975211651762833 -0.10050773637692811 0.071541234030468998 0.046565181599366817 -0.021593664112113459 -0.00035392560524255231 0.0004305078504898752
leaf_weight=32.445383647049617 0.0049061471765330135 1.0938160521032489 0.54146702891733767 0.0034360163999717077 1.5500528049677351 0.025360347166170527 0.012893755873015778 1.5275570475221423 0.013872739902581088 0.01669200978903973 0.0048847932508238037 0.0031547985480528942 0.0092184979374678733 0.0069544748844441182 0.0040343753166780516 0.0068249764408009573 0.0066926637143538414 0.0011867467933228681 0.096959444246749737 2.0218146470886751 0.51868824044594963 0.56459898834353328 0.10238900981648758 0.011668264764011949 0.0030281406361593105 0.0088003323717219459 0.011300331433756305 0.023533585595781004 4.221644088476201 0.57347007706999875
leaf_count=2482 37 36 57 6 249 12 26 55 5 39 22 18 22 38 38 7 12 59 42 37 73 56 65 14 1 4 53 562 447 59
internal_value=-3.53857e-06 0.000155412 6.01286e-05 -0.000480583 0.00138411 0.0311197 -0.000229121 -0.000791001 0.0329025 -0.035563 -0.0155913 -0.000837887 0.0308281 -0.0476216 -0.0316109 0.000419647 -0.0346846 0.0365906 -0.000613068 -0.00199283 -0.00826397 -9.67423e-05 -0.000563743 0.00166149 0.0253925 0.00735626 -0.00756234 0.000517474 -0.00128431 -0.00709579
internal_weight=45.4363 34.0807 32.9869 11.3556 1.6206 0.0705506 0.0451903 9.73501 0.0322965 0.0495617 0.0328697 0.0279849 0.0166889 0.011296 0.00747039 0.0184238 0.0115988 0.00434155 9.68545 2.63746 0.615648 7.04799 6.48339 1.58589 0.0583307 0.0466624 0.0378621 0.0348339 4.8975 0.675859
internal_count=4633 2575 2539 2058 348 99 87 1710 61 242 203 181 66 115 44 56 49 77 1468 152 115 1316 1260 689 634 620 616 615 571 124
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=4 4 3 1 1 1 1 1 1 1 1 1 1 1 3 0 3 4 4 4 3 0 0 2 1 0 3 2 2 2
split_gain=0.000280231 0.000757561 0.000657313 0.00300464 0.0221417 0.00594262 0.00477748 0.00264195 0.00641194 0.00168328 0.00379057 0.00146551 0.00395825 0.00171987 0.00191093 0.00201483 0.00153508 0.00307219 0.0511867 0.00109492 0.010036 0.0149008 0.00461594 0.00103124 0.00177658 0.000889103 0.000844638 0.0113245 0.00998725 0.0119994
threshold=42.081757894750005 42.027798546600003 0.091290000000000024 61.987779113750001 61.950140699950005 62.020040611300011 62.084563606450011 61.917879202350001 61.907125369850007 61.86411003975001 61.821094709650005 62.020040611300011 62.041548276350007 61.966271448700006 0.10249000000000003 86.866770652900016 0.43380000000000013 40.986363433950011 41.243661560350013 38.911218973650008 0.084805000000000019 93.72771580185001 89.980005167950011 -0.076544999999999988 61.982402197500001 85.990333302400003 0.10990500000000002 0.11061500000000003 -0.117885 -0.025719999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 -7 8 9 10 -1 13 -13 14 15 -4 17 25 -19 20 -8 22 -22 24 -6 -14 -27 28 -28 -30
right_child=-2 -3 11 5 23 6 19 -9 -10 -11 -12 12 16 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0023230765573936424 -0.0004340101312548802 0.0027316109839829981 0.0082560001792161553 0.0097968083157589699 -0.019460409550435723 -0.0091250070294916427 -0.00076972392059958521 -0.00068932085761518437 -0.1006857916626939 0.040304868735079158 -0.10062578471352904 0.0092613068156290352 0.0045167477863412393 -0.0023853916637924747 -0.00041119869896854308 -0.00032144871943531016 -0.0044445082586820417 0.077362930253768503 -0.0028126005887964324 0.00024825038793802127 -0.038523932773575104 -0.10053005029335227 0.013180421563530732 -0.097269159316866263 -0.10087906892144448 0.00057654872838740667 0.023645232375439213 0.0022053699592565839 -0.10071672378842074 -0.016152773012602858
leaf_weight=0.018405398143985036 11.339046497471719 1.0917003221354082 0.59229017256138028 0.57642163268335167 0.0054039147096389684 0.62281899702808274 2.1264793641787905 0.50794178523648892 0.009200828809525774 0.0064109565316359243 0.0044391438757600257 0.58515622123377298 0.52378368993173019 3.0956092414271552 4.0179272585864965 0.50937546812929213 0.53010160657641847 0.091200848495532116 0.62759990146861355 10.956593389832223 0.031683128969736185 0.024863301019269868 0.03794661580468528 0.023485263622546881 0.0053168591432792844 6.8296810369899079 0.021118862007146133 0.53678221950163119 0.03113777577651955 0.036390333261806906
leaf_count=197 2058 36 62 53 7 54 372 50 4 11 7 17 20 32 69 13 42 38 115 623 29 106 16 13 60 395 38 33 45 18
internal_value=-3.38781e-06 0.0001399 5.41236e-05 -0.000435962 -0.00748872 -0.000151137 -0.000566648 -0.00260263 -0.0278741 -0.00497487 -0.0176819 0.000460733 0.00128568 -0.000524661 0.000600447 0.00429006 0.000779931 0.00109835 0.00736 -0.00016215 -0.00218675 -0.0340757 -0.0103462 -0.0855379 -0.0598392 0.000534248 0.000254444 -0.00326294 -0.0363751 -0.0551459
internal_weight=45.4163 34.0773 32.9856 14.9574 0.580604 14.3768 13.8004 0.546398 0.0384563 0.0292555 0.0228445 18.0282 9.81295 8.2152 5.11959 1.10167 9.2278 8.69769 0.718801 13.1776 2.22097 0.094493 0.0696297 0.034206 0.0107208 7.97889 7.45511 0.625429 0.088647 0.0675281
internal_count=4633 2575 2539 1602 349 1253 1200 269 219 215 204 937 761 176 144 75 744 702 153 1146 523 151 45 80 67 549 529 134 101 63
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=31
num_cat=0
split_feature=0 0 4 4 1 4 4 0 3 3 2 2 2 4 2 4 2 2 2 4 1 4 1 1 0 4 0 4 2 2
split_gain=0.000381509 0.000952275 0.00086656 0.000915976 0.00295017 0.00388306 0.00382566 0.00175375 0.00345888 0.00517074 0.00554183 0.00286953 0.00121014 0.0031105 0.00107384 0.0009155 0.000710708 0.000463701 0.000454852 0.000394328 0.00246455 0.00203676 0.00153621 0.00591837 0.0182272 0.00236053 0.00214358 0.0131915 0.01389 0.00720054
threshold=85.799452775150016 85.866664228400012 40.250747516500006 41.965446242000006 61.993156030000002 42.720329370750001 48.109449608500007 85.662341410450011 0.070640000000000022 0.083905000000000021 -0.085550000000000001 -0.23265499999999997 -0.23353499999999996 48.96897326980001 -0.08725999999999999 48.823707093150006 -0.092084999999999986 0.17437500000000003 -0.14314999999999997 39.955516828000007 62.057679025150001 39.852039223600009 65.509659264600018 66.859265246100009 90.321439350550008 35.887362732750006 93.843319501450011 37.817254840650008 -0.057599999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 17 14 7 -6 18 8 11 -10 -11 12 13 15 16 -5 -4 -1 -7 20 -3 22 -22 24 25 -24 27 29 -29 -25
right_child=1 19 3 4 5 6 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=-0.0025803013356269378 -0.0040301053709377631 0.0068262205896539065 0.0045949175449217288 -0.023389986978502822 0.011632114692095109 -0.038722720701180269 0.049462541318482788 -0.0022066135503735042 0.090649907482432901 -0.057844156636575654 0.037322653974000593 -0.10012167892844276 0.037956301157850592 -0.10005200431305193 0.0062572325600649863 0.071239328892065468 0.00034909265428256016 0.001094721785336503 -0.10010831081841842 -0.00019578327100377275 -0.0052696589172545856 0.0059735348964961446 0.0098084615719853663 0.056687978301495606 0.073401564863868049 -0.028610389743013182 -6.7267745331524084e-05 -0.10052009278931601 -0.0046961261845707737 -0.013301750591766172
leaf_weight=0.8991455329542839 0.60790765055389684 0.58727850434058915 0.53393311156361334 0.0017777081983072649 0.0099320462805678744 0.001365810040965699 0.002246013726107777 0.51021010396425481 0.010915980620666232 0.0085443782452330197 0.021556892587625498 0.0037122080510097839 0.0050231258937856191 0.0031907743059811366 0.60488137331822978 0.0024061589210759848 1.5069439148064703 0.55541887738920082 0.010386665072029899 32.351852824761778 0.58910261055538615 0.54329594805165538 0.030234231171561876 0.028293127721326417 0.043377424612117466 0.033951621141568467 5.797836639497703 0.02650459048754783 0.035239224166616623 0.030593974588555284
leaf_count=261 37 36 125 69 40 71 3 14 31 26 39 94 13 35 87 8 7 23 91 2412 64 38 22 31 21 19 847 20 32 17
internal_value=-3.47599e-06 -0.000101894 0.00085042 0.00176145 -0.00179693 -0.0361904 -0.0701208 -0.000346196 0.0162694 0.0316903 0.0103091 -0.0229935 0.000100703 -0.0256841 0.00255667 0.0310317 0.00145988 -0.00117701 -0.0929744 -4.2339e-05 0.000598559 8.76405e-05 -0.000395764 8.07066e-05 0.0233272 -0.0105135 -0.00034178 -0.0135355 -0.0458302 0.0203258
internal_weight=45.3971 40.7055 4.69159 3.23703 0.591268 0.0239305 0.0139985 0.567337 0.0571272 0.0410173 0.0301013 0.01611 0.0123978 0.00737464 2.64576 0.00418387 2.04088 1.45456 0.0117525 40.0976 7.74571 7.15843 6.61513 6.02603 0.107563 0.0641859 5.91847 0.120631 0.0617438 0.0588871
internal_count=4633 3596 1037 753 534 205 165 329 315 96 65 219 125 112 219 77 132 284 162 3559 1147 1111 1073 1009 62 41 947 100 52 48
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=0 0 4 4 2 0 0 0 3 3 3 2 3 3 0 0 0 1 3 3 2 3 0 3 3 3 2 2 2 0
split_gain=0.00030899 0.000769537 0.000702696 0.000745856 0.00259258 0.00813969 0.00179146 0.00113151 0.000937008 0.000632614 0.0016516 0.000633103 0.000674208 0.00177929 0.000509617 0.000430584 0.00907098 0.019828 0.00133772 0.00770923 0.00590131 0.00404101 0.00198111 0.00362067 0.00126628 0.00257181 0.00136887 0.0020063 0.00414305 0.00609143
threshold=85.799452775150016 85.866664228400012 40.250747516500006 41.965446242000006 -0.088039999999999993 85.431134011250023 85.398872513700013 85.662341410450011 0.081515000000000018 0.095235000000000028 0.090465000000000031 -0.23557500000000001 -0.12193999999999999 -1.0000000180025095e-35 81.446839061900008 87.261973998100004 87.727077254650013 62.116825104000007 0.090235000000000024 0.088145000000000015 -0.077085000000000001 0.078295000000000017 86.538778761000017 0.082535000000000011 0.11636500000000001 0.42293500000000012 -0.099379999999999996 -0.0057149999999999996 -0.080234999999999987 86.264556031700025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 5 6 9 -4 -7 10 11 14 -13 -14 -5 18 17 -17 19 20 22 -22 23 -3 26 -26 -20 28 -28 -30
right_child=1 15 3 4 -6 8 -8 -9 -10 -11 -12 12 13 -15 -16 16 -18 -19 24 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0010589471919434455 -0.0036193288095092489 0.00016453721988418429 -0.0018562249671676646 -0.10006492096327341 0.00013495713269341434 -0.041066150189499086 0.09436068497703537 0.0033344708123201894 -0.10019776351721731 -0.04771246589326051 0.10002401360532587 0.01981893515293762 -0.10003146652156858 0.017934930225268039 -0.0057903816015933279 0.065284048128498223 0.00013119634457234259 -0.033348893644942895 -0.0013460110529923889 -0.012451804571205824 -0.00082841734436154147 -0.01258245014394707 -0.00033164385068414038 0.0099734398778887276 -0.005300844597724487 0.0016810128715003801 0.0009358434661092996 -0.00096431916795670632 0.00055411293274289935 0.014904636933737224
leaf_weight=1.4549303241906506 0.60914284813770692 1.0332084257137353 0.52384289838395481 0.0011215418100971137 0.54971299885568958 0.0035431771389795594 0.0022209834664153041 2.117685507517308 0.010997693574950063 0.0024549134261064856 0.0017104568541981271 0.010092922985716513 0.0019683882053973525 0.0036485365171757163 0.0011732053215252058 0.060020115473659597 21.58704170993434 0.030861253508758679 2.0530883056926532 0.58212116096683519 0.55726538964518268 0.61560992882004939 4.5396907711541878 0.5918871686226338 1.065160598185684 1.0453833302017299 3.1160567746574079 2.0315709460992366 0.57899210970958825 0.60472878272412345
leaf_count=284 37 47 184 68 219 17 4 35 56 11 3 35 40 17 64 30 3011 38 21 34 28 39 95 54 35 14 36 30 27 20
internal_value=-3.19353e-06 -9.17171e-05 0.000765855 0.00158778 -0.00163118 -0.0265688 0.00873588 0.0023051 -0.0857892 0.000158005 0.00611882 -0.00280227 0.00436455 -0.0234051 -0.0518664 -3.81208e-05 0.000263923 0.0317905 -0.000393688 -0.00137484 -0.000496062 -0.00699779 0.000740916 0.0037371 0.000346711 -0.00184263 0.000897814 0.00162543 0.00284904 0.00788538
internal_weight=45.3869 40.7018 4.6851 3.23017 0.588645 0.0389318 0.0243909 2.64153 0.0145409 0.02217 0.0197151 0.0180046 0.0157098 0.00561692 0.00229475 40.0927 21.6779 0.0908814 18.4148 7.91978 7.33766 1.17288 6.16479 1.6251 10.495 2.11054 8.38444 6.33135 4.29978 1.18372
internal_count=4633 3596 1037 753 534 315 242 219 73 238 227 224 92 57 132 3559 3079 68 480 297 263 67 196 101 183 49 134 113 83 47
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=31
num_cat=0
split_feature=0 0 0 3 1 1 4 2 4 4 2 3 4 3 4 1 2 3 0 0 0 1 1 2 0 3 2 1 3 0
split_gain=0.000260277 0.00150415 0.00141587 0.0033141 0.00091201 0.000937456 0.00133755 0.00694392 0.00409772 0.00139078 0.00106585 0.000866451 0.00166555 0.000855237 0.00289087 0.0383508 0.011719 0.00232481 0.00126157 0.00110081 0.000848198 0.000939337 0.00091557 0.00180424 0.00708586 0.00122849 0.00104319 0.0185539 0.013104 0.00654282
threshold=86.135510041400025 86.09518316945001 86.345209775600011 0.087475000000000011 61.923256118600001 61.993156030000002 33.96174662340001 0.15915000000000004 31.914316944300001 30.518512326550006 0.11061500000000003 0.099465000000000012 30.518512326550006 0.10336500000000003 41.404176814550006 65.907551067950024 -0.036264999999999999 0.10214000000000002 88.122280599850015 99.403050915200012 86.393602021950016 62.009286778800011 62.084563606450011 -0.088465000000000002 87.345316200150009 0.09803000000000002 0.075080000000000022 76.871083323950003 0.081515000000000018 92.773313165550022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6 7 8 9 -7 -10 12 -9 17 15 16 -15 20 -16 -17 -8 -22 23 -23 -25 26 -24 28 29 -28
right_child=2 -3 4 -5 5 6 13 11 10 -11 -12 -13 -14 14 18 19 -18 -19 -20 -21 21 22 25 24 -26 -27 27 -29 -30 -31
leaf_value=-6.8905377497802066e-05 0.0019069447204109738 0.0032790642409336033 0.0028651198320509049 -0.0087263555614462019 -0.0021759995753005737 0.012848015589266237 -0.0028588813448165245 0.024830612417307812 0.033145662701191556 -0.10018685556918368 0.10008830181242022 -0.10060337399414424 -0.10014079633722849 0.02443178111597449 -0.0023687075171961447 0.0024569103387049314 0.084799455829080647 -0.0066714935220676536 0.0016628117876872055 -0.0036989193662120079 0.0042427747679306075 0.0004481315383428667 0.00020444031284975271 -0.012542374439165128 0.0035911643254194895 0.0046437803141920753 0.022333384050634703 0.0020967277809688916 -0.10026200938362712 -0.06508429437196199
leaf_weight=8.9463145031669775 0.5712432260334015 1.5787243100348867 1.0645683223414213 0.60199891763841151 2.0562367247475803 0.0018134763202501134 1.018576429371026 0.0019304848884361681 0.005995457052322628 0.0027228715076564602 0.0039423953662023337 0.0073941868489429963 0.0023826775870813277 0.059688058876417927 1.5250807905395052 0.62096729461488021 0.069719090592117117 0.53833257991200767 1.5807268484439592 0.54584541887088556 0.53187544585672242 1.5272153932601216 20.19780465500919 0.5728636038693391 0.51873330898524728 0.60715583823869934 0.02178050790144026 0.55161879636991729 0.031701889204139633 0.014107381391397666
leaf_count=1185 31 41 33 42 32 80 10 30 56 21 4 16 15 29 12 86 15 29 96 90 17 20 2111 40 16 123 21 216 81 35
internal_value=-2.53758e-06 0.00043328 -0.000134144 -0.00354908 -1.51871e-05 -0.000109198 2.98672e-05 -0.022563 0.0237536 -0.0549994 0.0597021 -0.0798258 -0.0442061 4.92396e-05 0.00133871 0.00530547 0.0569553 -0.000167978 -0.000316832 -0.000422842 -3.11828e-05 8.60194e-05 -5.93575e-06 -0.00177096 -0.00487562 0.000209815 8.04923e-05 -0.00396254 -0.0534139 -0.0120301
internal_weight=45.3791 10.525 34.854 1.17324 33.6808 32.6162 30.56 0.0261815 0.0144742 0.00453635 0.00993785 0.0117073 0.00431316 30.5338 4.40203 1.29622 0.129407 26.1318 3.10581 1.16681 25.5934 24.5749 24.043 2.61881 1.0916 21.4242 20.817 0.619209 0.0675898 0.0358879
internal_count=4633 1226 3407 73 3334 3301 3269 222 161 101 60 61 45 3047 328 220 44 2719 108 176 2690 2680 2663 76 56 2587 2464 353 137 56
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=0 0 2 3 0 2 3 2 3 2 2 0 0 0 2 4 3 1 4 4 4 1 1 1 2 0 0 4 3 4
split_gain=0.000263736 0.000867681 0.00304147 0.0106019 0.00754141 0.00305135 0.00173004 0.000966307 0.000751302 0.000531446 0.000516417 0.000635495 0.00190179 0.00123284 0.000945967 0.000537155 0.00178576 0.000458806 0.00327494 0.00166392 0.00194045 0.00337001 0.00751897 0.00125809 0.000637706 0.00169112 0.00645595 0.0261378 0.0330777 0.0198767
threshold=85.769879735700016 85.732241321850012 -0.088039999999999993 0.082535000000000011 83.933662832600007 -0.096559999999999993 0.096715000000000009 -0.122095 0.092185000000000031 -0.086139999999999994 -0.237895 76.535026057600007 73.921844754800006 81.90387694410002 -0.23381499999999997 49.407085930050009 -0.10696499999999999 61.998532946250002 39.656620114300004 42.206017975500011 40.621691032550004 61.885617704800005 61.987779113750001 62.00390986255001 -0.083330000000000001 87.380266155850009 86.538778761000017 40.574766824850009 0.10131500000000003 42.759119507950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 10 8 -6 -5 -4 -1 12 14 -13 -12 16 -16 18 -2 20 -20 -22 -23 -19 -25 26 -26 -28 29 -29
right_child=17 -3 9 4 7 -7 -8 -9 -10 -11 11 13 -14 -15 15 -17 -18 23 19 -21 21 22 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.052541436688706367 0.0065094917046115601 0.0044808812404743097 0.0035104077731415414 0.012010597111652935 -0.048522262146738077 0.068072183700276109 0.046042717698819846 -0.10005678177307448 -0.10003900990989781 1.5904307193867697e-05 -0.044189548722403701 0.083201945781845477 -0.10004239659751889 -0.0032972545203011194 0.089901970249806715 -0.0088035785564563335 -0.028212319281733612 0.0048518550243332181 -0.00024135621626865205 0.0021269807133294772 0.00042159375925453018 -0.015534482299930383 -0.0015897857416440377 0.00053680134813022154 -0.00042085827105581178 8.8226991295519485e-05 -0.0010673886793193454 -0.096306055117649406 0.051038645185726844 0.009448709317070491
leaf_weight=0.0017351289080254793 0.55893626424949072 0.54800817422801618 0.52590084961275385 0.0010321225781346755 0.0044777792530403806 0.009316809827396022 0.0062762323179867963 0.019411517581232829 0.0014240205437090481 2.5233428495321926 0.0027304242062115855 0.0026030703973928182 0.0019426326339555726 0.0044895720103426129 0.0032142103970837508 0.0032282662987199728 0.0021271283030696022 0.54231636649637849 2.5384689107527265 1.0618068439882549 1.0140136972768234 0.62545653382494482 1.0128090635407714 13.384294122114836 3.3322352765408279 16.984979384901028 0.51664043526398007 0.086693404344259761 0.025926316156983376 0.02235519204987213
leaf_count=106 19 18 13 83 30 13 28 65 11 350 34 22 141 31 32 9 32 18 44 37 9 50 10 1824 132 1357 10 85 6 14
internal_value=-2.13964e-06 0.000811623 0.000165744 -0.0214073 -0.0613277 0.0200832 0.0181982 -0.0903972 -0.0529534 0.000618599 -0.000174823 0.00429341 -0.008644 0.0284488 0.00706866 0.0234004 0.0428643 -7.35761e-05 -0.000824288 -0.00147988 -0.00221769 -0.00410922 -0.00691359 7.29608e-05 -2.48135e-06 -0.000346703 -0.00220101 -0.0113043 -0.0504881 -0.0746261
internal_weight=45.3682 3.66126 3.11325 0.0640089 0.0326217 0.0313872 0.00873238 0.0238893 0.00245614 3.04924 0.0220704 0.0203353 0.0132427 0.00709264 0.0113 0.0085696 0.00534134 41.7069 6.81149 6.25256 5.19075 2.65228 1.63827 34.8954 34.3531 20.9688 3.98385 0.651615 0.134975 0.109049
internal_count=4633 1018 1000 637 217 420 122 95 94 363 407 301 248 53 107 73 64 3615 169 150 113 69 60 3446 3428 1604 247 115 105 99
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=31
num_cat=0
split_feature=0 0 0 3 2 2 4 4 3 1 2 3 1 0 3 3 3 0 0 2 2 0 4 4 3 3 2 3 2 3
split_gain=0.000339468 0.000639679 0.00176497 0.00321093 0.00162923 0.00135514 0.00331097 0.000607507 0.000838196 0.00209811 0.000658218 0.00590485 0.0156828 0.000673429 0.0038787 0.0118075 0.00518206 0.00326457 0.00101998 0.00238443 0.000717336 0.00060772 0.000574292 0.0280719 0.0218299 0.010809 0.00343562 0.000992906 0.0017037 0.00137876
threshold=85.799452775150016 85.968825637350008 86.103248543850015 0.10487000000000003 -0.08725999999999999 1.0000000180025095e-35 41.32819714970001 40.250747516500006 0.097645000000000023 61.907125369850007 -0.083004999999999982 0.08376500000000002 61.950140699950005 85.705356740550016 0.091510000000000022 0.083555000000000032 0.08079500000000002 83.479313408550013 85.307464937250003 -0.11534 -0.23557500000000001 71.249517373150013 41.489621506400006 41.741384785950011 0.086075000000000026 0.082685000000000022 -0.097799999999999984 -0.10696499999999999 -0.091639999999999985 0.090465000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 -2 6 -6 -1 10 -10 13 -12 -13 14 15 16 17 20 19 -17 -9 -22 27 24 25 -24 -26 28 -4 -29
right_child=1 2 22 -5 5 -7 -8 8 9 -11 11 12 -14 -15 -16 18 -18 -19 -20 -21 21 -23 23 -25 26 -27 -28 29 -30 -31
leaf_value=-0.00089255861152972042 0.0018011971208997488 0.0087879632330126571 0.00012639592045930799 -0.0018755588608786559 -0.010644073095063268 -0.00035945157737536973 0.00018005841918628315 -0.051758339122180787 -0.00083883137600544342 0.0079687986028454377 0.00014544134311729627 -0.038302740600768104 0.077908536441439358 0.00088862446039878113 -0.00084922013099739178 0.065687660042828791 0.07304595959503847 -0.10009571216875467 -0.10074885642163033 -0.10032387616257149 -0.017501983323207074 0.027054590994178163 -0.031787953464610184 -0.00022288394639422135 -0.052166365869139301 0.099297945035388815 -0.096845323876241396 -0.00080891755807825432 0.0068477962441198352 0.00084288055077547531
leaf_weight=1.4546914591720832 1.0319239528753317 0.61587862630730572 1.0229141612195984 0.52146652187730069 0.58441540220519461 1.0013886286178602 0.54720031314730022 0.0021196299417160303 0.51001851479699645 0.57583009731669677 0.51288939632093522 0.018156397164496241 0.032219800184138947 1.0239176118520843 0.50319172696157466 0.0013171477131947986 0.0091024877378913516 0.003909321201696069 0.016027355607434401 0.0025213728258677293 0.0048025169626726089 0.0084421025310454922 0.014135534802851235 14.427790282583665 0.026959968879964435 0.011333898046473223 0.04759364860611015 9.9310950112173746 0.59733105310677803 10.288410147685786
leaf_count=284 33 70 119 9 22 9 27 73 27 58 170 34 33 23 24 73 20 40 31 7 47 93 39 1636 14 9 43 681 151 734
internal_value=-2.74934e-06 -9.55525e-05 1.96555e-05 0.0038988 -0.00146079 -0.0030389 -0.00540999 0.000803868 0.0015692 0.00383189 0.00042035 0.00335428 0.0360241 -0.000628675 -0.00344604 -0.0305324 0.0108623 -0.0185057 -0.0896598 -0.0433588 0.00225429 0.0108983 -0.000101659 -0.000588888 -0.053383 0.0265453 -0.0806886 0.000222446 0.00260435 3.15766e-05
internal_weight=45.349 40.6698 37.5049 1.13735 3.16493 2.133 1.13162 4.67916 3.22447 1.08585 2.13862 0.563266 0.0503762 1.57535 0.551434 0.0482419 0.0283761 0.0192736 0.0198659 0.00383852 0.0153642 0.0132446 36.3676 14.5278 0.100023 0.0254694 0.0745536 21.8398 1.62025 20.2195
internal_count=4633 3596 3505 79 91 58 49 1037 753 85 668 237 67 431 408 384 273 253 111 80 213 140 3426 1741 105 48 57 1685 270 1415
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=0 0 1 0 3 2 2 2 3 1 0 1 0 1 1 3 3 1 1 0 3 3 2 2 3 2 1 1 0 0
split_gain=0.000275409 0.000573288 0.000540955 0.0100689 0.00998288 0.000489389 0.00120136 0.000991906 0.010872 0.0244258 0.0114407 0.0148867 0.0277173 0.0146948 0.021169 0.00107906 0.0019074 0.00091168 0.000736259 0.00657331 0.00358068 0.00867923 0.00492215 0.00514499 0.00680994 0.00495266 0.00344707 0.014805 0.00299174 0.00307755
threshold=85.799452775150016 85.866664228400012 62.025417527550012 85.662341410450011 0.097645000000000023 -0.033594999999999993 -0.038374999999999999 -0.0057149999999999996 0.12001500000000002 62.009286778800011 88.350799540950007 64.294476189700006 93.308316333500017 75.180043159850015 80.677940036650014 0.12376500000000003 0.10526500000000003 61.944763783650011 76.279622535200005 97.789976036950009 0.089850000000000027 0.087475000000000011 -0.043559999999999995 -0.084729999999999986 -0.086715 -0.086139999999999994 81.011308844800013 80.13218303615001 98.752444047600008 99.403050915200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 18 8 9 -7 -11 -12 -13 -14 -15 16 -9 -18 -3 -20 21 22 23 25 -25 28 27 -22 -21 -30
right_child=1 5 3 4 -6 7 -8 15 -10 10 11 12 13 14 -16 -17 17 -19 19 20 26 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00032178192865219967 -0.0031297333666929304 -0.00026955726824749032 -0.00077108094771897442 -0.00034027682253606013 0.083945258459389799 0.073106501466429358 -0.0047924523729996034 0.00024660295028764849 0.00010125251323070954 -0.038157650401359315 0.077232322744650292 -0.097767714296691857 0.05598308097781849 -0.087956460957702071 0.072466416494318356 0.0042249074245476357 -0.0011413620059695167 -0.0070377856095622197 0.065029142277893123 0.07337344265012774 -0.085465648469840061 0.086219860510610202 0.10016072678244568 0.048690370507187102 -0.10016981294140348 0.099340736504666752 0.00099486708125762755 0.04037449145062931 -0.10023379869430514 -0.00079626150020232166
leaf_weight=4.0983284781060485 0.60966313352037005 25.598725130657726 0.51735409373745778 0.026863412489547045 0.029466378346114652 0.067940265424453083 0.57870699804478576 8.846172080646296 2.5032021584192989 0.04926526442704926 0.032528299192563281 0.02293410347920144 0.057712405570782721 0.021407297385849233 0.013358533981618681 0.57472036211402588 0.49625364691019058 0.55601904555212189 0.01673078695148611 0.004256773157976664 0.021302093375732856 0.016526448284300055 0.0047097252681850268 0.0043720357599852386 0.010344377426405357 0.0057785788649198358 0.51135116562136584 0.016661625624692533 0.0037843787954443533 0.017529996691152211
leaf_count=791 37 1359 200 30 16 15 23 708 18 37 18 10 17 23 84 63 2 64 75 4 90 58 1 20 60 7 166 26 6 605
internal_value=-2.77225e-06 -8.63201e-05 0.00072437 0.00360041 0.0437499 -3.99943e-05 -0.00028565 0.000457398 0.00214083 0.0213961 0.00358117 0.0174805 0.000639779 0.0250443 -0.0263151 1.24207e-05 -0.000232163 -0.00425702 -0.000186225 0.00318189 0.00150378 0.0232744 0.002787 -0.00716832 -0.0559456 0.015729 -0.00116357 -0.0302366 -0.00316556 -0.0184514
internal_weight=45.334 40.662 4.67201 0.573684 0.0563298 40.0523 26.8108 13.2415 2.76835 0.265146 0.197206 0.147941 0.115412 0.0924782 0.0347658 10.4732 9.89844 1.05227 26.2321 0.633348 0.616617 0.0673023 0.0507759 0.0460661 0.0147164 0.0313497 0.549315 0.0379637 0.0255711 0.0213144
internal_count=4633 3596 1037 246 46 3559 2500 1059 222 204 189 152 134 124 107 837 774 66 2477 1118 1043 761 703 702 80 622 282 116 615 611
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=0 0 2 3 2 4 4 1 3 1 0 0 0 4 1 3 2 4 3 0 3 3 2 1 4 4 0 4 0 4
split_gain=0.000239356 0.00100026 0.00178251 0.00169304 0.00139587 0.00133637 0.000867008 0.0029032 0.00274544 0.00145239 0.00140847 0.00152339 0.000781937 0.000712489 0.000629732 0.00192046 0.000382983 0.000366154 0.00265378 0.00492581 0.000657312 0.0055199 0.00159354 0.00139594 0.00112639 0.00172293 0.00248823 0.00238429 0.00146633 0.00120326
threshold=102.75018128760001 111.47691637905002 -0.021344999999999999 0.078655000000000017 -0.045684999999999996 46.095286511800005 42.388109226950007 80.677940036650014 -0.17949499999999999 82.815264250350012 107.30980627685001 104.25302938255003 102.21786657775002 45.044778924400006 87.143681840350013 0.076615000000000016 -0.67871999999999988 42.081757894750005 -0.42796999999999996 89.576736448400013 0.079605000000000023 1.0000000180025095e-35 -0.047144999999999999 62.020040611300011 41.976795488650005 41.808689985400001 87.028078140750011 41.559097512700014 85.823648898300021 41.362929270750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 6 3 4 5 13 -2 8 -8 -9 11 -11 16 -3 -12 -16 -1 18 19 -18 21 22 23 -20 25 27 -27 29 -29 -22
right_child=1 2 -4 -5 -6 -7 7 9 -10 10 14 -13 -14 -15 15 -17 17 -19 20 -21 24 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.021740069471381181 -0.0022928846025647752 -0.0087036246497701353 -0.10003226187511463 -0.10001654726088452 0.098120359246784139 -0.05788198532898501 0.073670731894022942 0.070974944720695973 -0.10008767872960503 0.052396920039098266 0.056821811703865521 -0.10002245185913837 0.003827772733421417 0.10001520570151155 0.087729505300312566 -0.10005098296311286 0.059579067742316139 -0.00053371990961738206 0.005651095278707636 -0.076452935204708902 -6.9942993397081841e-05 0.010114061788730753 -0.003277686372327024 0.0002041678720552216 -0.0032146843022834931 0.0083013799973173739 0.00025793514592780222 -0.00080429290500714623 -0.0081987032933021047 0.0032330202406341104
leaf_weight=0.008084928102070843 0.51237089317477302 0.0012514677589513246 0.0028446611165410538 0.0016242801782883065 0.0015180299224084592 0.002797854682957901 0.0012514030531747267 0.0072660259904182558 0.0033265592043960615 0.0010082406586633397 0.004755762707645772 0.00187557528335347 0.53379512402434315 0.001162951099104248 0.0010673348015188822 0.0011121190655236646 0.0035336043154207139 10.770152275307209 0.55518820345556186 0.010790877235194785 23.112568081452697 0.61129871218222209 1.12054124004517 3.0846818282321982 1.0740575222152973 0.60807402621583051 1.0464808776669086 0.50620899428755695 0.57032825693295308 1.1582085124646244
leaf_count=13 379 123 162 242 4 37 2 23 66 25 11 58 48 3 11 48 65 1513 201 17 981 99 127 117 27 44 37 11 65 74
internal_value=-2.05852e-06 -0.00208464 -0.0316618 -0.00838224 0.0137326 -0.0108446 -0.00146438 0.0181313 -0.0525902 0.0370812 0.012 -0.0467335 2.33021e-05 0.0436629 0.0364227 -0.00809003 -2.26021e-05 -2.65799e-05 0.000136649 -0.0428962 0.000155079 0.00116856 1.98369e-05 0.00103499 -3.88276e-05 8.74989e-05 0.00321402 -0.000116586 -0.00472171 8.76754e-05
internal_weight=45.3192 0.545233 0.0111992 0.00835458 0.0067303 0.00521227 0.534034 0.021663 0.00457796 0.0170851 0.00981903 0.00288382 44.774 0.00241442 0.00693522 0.00217945 44.2402 44.2321 33.462 0.0143245 33.4476 5.37171 4.76041 3.63987 28.0759 27.0019 1.65455 25.3473 1.07654 24.2708
internal_count=4633 1194 571 409 167 163 623 244 68 176 153 83 3439 126 70 59 3391 3378 1865 82 1783 544 445 318 1239 1212 81 1131 76 1055
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=31
num_cat=0
split_feature=0 1 0 3 1 1 4 3 4 4 3 2 3 4 2 4 3 0 1 4 3 0 1 1 3 3 0 3 3 3
split_gain=0.000253897 0.00331231 0.00137313 0.00121303 0.0102725 0.00784382 0.00518421 0.00634482 0.00608402 0.00533863 0.00423626 0.00375041 0.00369886 0.00204518 0.00555535 0.00433724 0.00191142 0.00177702 0.00251873 0.00112686 0.00239009 0.00110073 0.000983837 0.00154785 0.000839621 0.00184781 0.00440765 0.000845585 0.00145835 0.00136105
threshold=87.261973998100004 62.116825104000007 86.904409066750006 -0.10696499999999999 63.452988794850008 68.20618276945001 41.489621506400006 -0.245505 40.00488309970001 42.546237522150008 -0.15148999999999999 1.0000000180025095e-35 -0.27118499999999995 33.96174662340001 0.11873000000000002 33.036871954450007 0.088565000000000019 96.082805124100005 78.290589216800015 40.040404835300002 -0.10978499999999999 113.1679565431 72.209296925700016 75.806453904250006 0.42293500000000012 0.12001500000000002 85.799452775150016 0.082025000000000028 0.083070000000000019 0.072890000000000024
decision_type=2 2 2 2 2 2 2 2 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 24 4 -3 10 7 8 11 -8 -6 22 -13 14 15 16 -5 -11 -19 20 -9 -20 -7 -24 25 27 -27 29 -29 -1
right_child=1 3 -4 13 5 6 9 19 -10 17 -12 12 -14 -15 -16 -17 -18 18 21 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-3.1380080932331198e-05 0.0077149839088464503 0.1001446361648267 -0.0049291628095663844 0.040169387764528997 -0.079841633114299773 0.098725317694377215 -0.08627392685127952 0.0073618077056951132 -0.090937494518903386 0.059333937634940041 0.00078158023638820744 -0.10021605708369706 0.053818966113725102 1.5626943195390781e-05 -0.084676331882249128 0.077574488022296995 -0.10015037194171413 -0.10005586138088325 0.041356649920219389 0.090425290928131702 0.087098413999981583 -0.023276983076913574 0.081721167165024006 -0.043399148101135779 0.0026590429742175737 0.00038121928242700319 -0.010656936854493199 0.0054119467343378197 0.00020266436062301818 -0.0035790527004501494
leaf_weight=3.6379276876377622 0.57786024781899215 0.011454624880557873 0.60544939309327617 0.0014422848909183342 0.015614199384003769 0.0050370308090350591 0.0081262029150366288 0.0070843029812791567 0.0059143126914156232 0.0053852533007390227 0.011186282004928216 0.0034763083762761604 0.0028264511675359935 20.935405652222993 0.010017571219993748 0.0057418774109887216 0.0029694543336581322 0.0024617356096872109 0.0058384788850389668 0.012326996289104386 0.0080092786811292171 0.0048020306535960788 0.0025394428443317185 0.0016191192651019426 1.0491780183510844 1.0209701256430879 0.56027293783881749 0.55780624490489472 14.697594342337847 1.5388302957179627
leaf_count=627 54 4 41 36 43 5 23 39 34 57 11 24 23 2421 46 25 47 36 25 12 4 43 4 63 15 33 31 30 645 132
internal_value=-1.79649e-06 0.000245711 -0.00022817 4.08536e-05 0.0103418 0.000281317 0.0167891 0.0361406 -0.00464948 -0.0187189 -0.0461902 0.0282788 -0.0311396 -1.50379e-05 -0.0318417 0.0202851 -0.0542771 0.010975 -0.00890137 0.0679935 0.0496733 0.0121877 0.0690048 0.0330061 -0.000104758 -0.000236483 -0.00352987 1.83917e-05 0.000393139 -0.00108595
internal_weight=45.3152 21.6471 23.668 21.0693 0.113702 0.102247 0.0754469 0.0488332 0.0214127 0.0266137 0.0268005 0.0154984 0.00630276 20.9556 0.0201712 0.0101536 0.00441174 0.0184875 0.0131022 0.0274206 0.0150936 0.0106405 0.00919559 0.00415856 23.0626 22.0134 1.58124 20.4322 15.2554 5.17676
internal_count=4633 3079 1554 3025 450 446 392 208 153 184 54 119 47 2575 154 108 83 161 104 55 43 68 72 67 1513 1498 64 1434 675 759
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=31
num_cat=0
split_feature=4 4 3 3 0 2 2 1 3 3 3 1 3 3 0 1 3 2 3 3 1 4 3 0 3 4 4 1 3 4
split_gain=0.000249717 0.000735626 0.000583927 0.0062705 0.00690746 0.00640144 0.00400566 0.00183706 0.00112807 0.00154463 0.000707856 0.000685538 0.000886364 0.00362647 0.0421503 0.00820563 0.00147317 0.00111745 0.0043139 0.00920205 0.00447838 0.00574038 0.00351532 0.0020656 0.0221296 0.0184988 0.0141087 0.00403068 0.0263764 0.0384345
threshold=42.081757894750005 42.027798546600003 0.076835000000000028 -0.225495 104.61328277200001 -0.10040499999999999 -0.17605999999999999 90.679004281900021 -0.17949499999999999 0.070640000000000022 -0.15544999999999998 61.993156030000002 0.09557000000000003 0.12376500000000003 90.321439350550008 62.132955852800002 0.092485000000000026 -0.097799999999999984 0.087125000000000022 0.08574500000000003 67.254468591300011 43.384297312450009 0.081775000000000028 95.550490414250007 0.08759500000000002 42.527280425250005 43.118479346150004 62.095317438950012 0.08729000000000002 42.876019054300009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 10 8 -6 -10 -5 -4 16 14 15 -14 17 18 19 20 21 -13 -23 24 27 -26 -27 -19 29 -29
right_child=2 -3 11 4 7 -7 -8 -9 9 -11 -12 12 13 -15 -16 -17 -18 23 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=4.9296004373718778e-05 -0.0010723403005460422 0.0026894404399017248 0.0021849648799058064 -0.0065452892586568253 0.10002721924243163 -0.096426168497591599 0.083535701655246708 -0.052437404226430118 -0.026554058852567688 0.073221229515842798 -0.073022776163030087 0.099780725395660907 -0.040447309465997977 5.0624121877742743e-05 0.0019640108332137523 -0.10117440391475935 0.0050569884029724628 -0.0025934803886459431 0.0013370683931837471 0.092855155085135838 -0.054891237172407917 0.025482243359081058 -0.10037677245228643 0.00029390182936586169 0.0324766210746971 -0.1010504427878219 -0.013406349207806199 -0.089320770951715645 0.090681179202069001 0.038306261217756418
leaf_weight=32.900010860775737 1.0238043607433911 1.0903381597556165 1.0975430008704723 0.0026699941248508052 0.0027856840461026886 0.020862711497548592 0.0036791061106447023 0.0023323202425820097 0.0030972077394579847 0.0031091991057223822 0.0040034701447477792 0.0068239920210567675 0.042425568994204244 2.0233550972999126 0.53342041794335371 0.046791527599793881 0.56293699773015493 1.0457187365229819 1.0199299954488648 0.016304903647513136 0.010126923520852538 0.0061158084945418523 0.0034830733673061332 3.596738658236001 0.022049138324291451 0.053216127349855924 0.028047601916512122 0.038123523343528976 0.034859701292589307 0.061920325592666359
leaf_count=2539 234 36 130 27 4 100 38 39 29 40 119 10 48 41 76 33 61 40 53 27 338 18 64 253 23 35 23 75 5 75
internal_value=-1.47562e-06 0.000133986 -0.000408358 -0.00263546 -0.040255 -0.0645259 -0.000239909 0.0266468 0.0471592 0.02343 -0.0464257 -0.000176664 -0.000459867 -0.00200304 -0.00867674 -0.0722967 0.000167704 -0.000295387 0.00264302 0.0337243 -0.00258953 0.0296615 -0.0201873 -0.000935235 -0.00437847 -0.0487592 -0.0708007 -0.00049484 0.015773 -0.0103283
internal_weight=45.3066 33.9903 11.3163 1.06634 0.0425397 0.0312153 0.0103526 0.0113244 0.00899209 0.00620641 0.00667346 10.2499 9.15239 2.64599 0.622638 0.0892171 6.5064 5.94346 1.06278 0.0428547 0.0265498 0.0164229 0.00959888 4.88067 1.28394 0.103313 0.0812637 1.18062 0.134904 0.100044
internal_count=4633 2575 2058 630 396 284 184 112 73 69 146 1428 1298 198 157 81 1100 1039 510 457 430 92 82 529 276 81 58 195 155 150
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=4 4 3 1 4 2 1 3 0 4 1 1 2 3 0 1 4 1 0 4 4 2 2 1 4 4 0 4 4 4
split_gain=0.000206074 0.000597067 0.000533937 0.00242006 0.0103743 0.0104188 0.00866419 0.0111659 0.0150164 0.00556648 0.00504381 0.00182186 0.00426617 0.00158704 0.00549214 0.00129748 0.000916964 0.000907863 0.004098 0.0130051 0.0114505 0.0102773 0.00945209 0.00226239 0.00374625 0.00170533 0.00237464 0.00130726 0.00268323 0.00200043
threshold=42.081757894750005 42.027798546600003 0.091385000000000022 61.987779113750001 39.354247760400007 -0.088274999999999992 61.950140699950005 0.088260000000000019 86.135510041400025 41.243661560350013 62.020040611300011 62.084563606450011 -0.085550000000000001 0.092185000000000031 86.09518316945001 61.821094709650005 41.675153845500006 65.765062787050013 95.217121606100008 36.377496227400009 39.683197198900011 -0.059424999999999999 -0.084259999999999988 62.046925192600007 40.371455563000005 39.656620114300004 84.226704768850013 40.148327922700012 40.542362378300005 41.037275035300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 7 8 15 -6 -5 12 -12 14 -4 -7 17 23 19 -19 21 -21 -22 25 -25 26 -15 -27 -29 -30
right_child=-2 -3 13 10 5 6 -8 -9 -10 -11 11 -13 -14 16 -16 -17 -18 18 -20 20 22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=-0.0016311962910267861 -0.00037249260562440548 0.0024248919100297922 -0.0010651535613362434 0.0090768963792691084 -0.06623933555964287 -0.027841425017796864 -0.09796549338035429 -0.10052642117215962 0.10006732673398232 0.091266841479006433 0.0020092076757050581 -0.00017698410411074139 -0.010353439772656733 -0.00012735594427194796 0.011108533943080515 -0.10051102364722536 -0.0037383921495670776 -0.089464390505719207 -0.00031371048442282128 -0.026430985638380252 -0.0013580318155324959 0.044699977080688 -0.082529844507308645 0.00071072115185938887 0.01052956649140886 -0.0038206700142283351 0.0080024951636448998 0.0036335055855864599 -0.0034997821721791432 0.00068015837362748923
leaf_weight=0.50366628914903788 11.290907004144648 1.0884634892016141 1.0026373726796771 0.57118851622929767 0.0031169468705201106 0.0043759323020813312 0.028884043684229255 0.01189507455904959 0.011194084538146853 0.0080099692131625488 0.5399308938552787 13.157255620365932 0.57790053260396035 0.86882108289318594 0.58788702696625428 0.0056026666425168514 0.59256998176124476 0.021202519330898784 4.7024120898902959 0.032868157135370168 0.030048261552565236 0.053173483640421182 0.02745126312772328 1.120052961020179 0.59499477379995358 1.0131223223143022 0.6126072730658052 1.5658752398176146 2.0388540999815632 2.6114128013036861
leaf_count=168 2058 36 15 53 95 45 13 9 8 9 15 1161 41 32 48 2 56 26 391 35 17 27 34 68 38 12 28 22 23 48
internal_value=-2.35691e-06 0.000120605 4.43678e-05 -0.000384467 -0.00673991 -0.0419497 -0.0579516 -0.0230003 0.0205548 0.0471451 -0.000137572 -0.00050627 -0.00438208 0.000422826 0.00343446 -0.0686431 0.000121287 0.000270842 -0.000856826 -0.0163594 -0.00556105 0.0175277 -0.0401109 0.000797282 0.00411713 0.000143637 0.00323454 -0.000489754 5.31271e-05 -0.00115249
internal_weight=45.2784 33.9875 32.899 15.423 0.576745 0.0730787 0.0619518 0.0330678 0.0211727 0.0111269 14.8463 14.2751 1.11783 17.476 1.59052 0.0099786 15.8855 15.2929 4.86716 0.164744 0.143541 0.0860416 0.0574995 10.4257 1.71505 8.71069 1.48143 7.22926 6.21614 4.65027
internal_count=4633 2575 2539 1619 349 181 77 64 55 104 1270 1217 56 920 63 47 857 801 530 139 113 62 51 271 106 165 60 105 93 71
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=31
num_cat=0
split_feature=0 1 4 1 0 3 2 0 2 0 2 1 2 0 0 3 3 3 3 1 3 2 1 3 4 2 0 3 0 4
split_gain=0.000259765 0.00182432 0.011292 0.00633749 0.0126095 0.00276326 0.018736 0.0120191 0.00741092 0.00133695 0.00218899 0.00111468 0.00162742 0.0077024 0.00436148 0.00463182 0.00671246 0.00460287 0.00223757 0.00191549 0.00433044 0.00530011 0.00337075 0.00295416 0.00245851 0.00212971 0.00163832 0.0015861 0.00157953 0.000958362
threshold=86.780739992750014 62.132955852800002 41.289992964000007 63.452988794850008 86.162394622750014 0.082855000000000026 -0.08158 85.799452775150016 -0.06828999999999999 85.866664228400012 0.70697500000000024 62.009286778800011 -0.16164499999999998 87.842680954300008 89.237990724000014 0.12376500000000003 0.10821500000000002 0.10052500000000002 0.098950000000000024 71.322105742700003 0.09117500000000002 -0.24023999999999998 78.290589216800015 0.076615000000000016 44.701063782750005 -0.60723499999999997 101.31992156225002 0.094595000000000026 95.44832900530001 39.656620114300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 3 -3 9 -4 7 -7 -8 10 -5 27 13 -13 -15 16 17 18 19 20 21 -16 23 28 -23 -24 -27 -2 -21 -1
right_child=11 2 5 4 -6 6 8 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 22 -22 24 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0019573949317416182 -0.00050713842234443782 -0.10091456930299612 -0.0046138475346493906 -0.047456647513801103 -0.076464978630550323 0.06686518442147181 0.099297019473806536 -0.073915946823491105 0.017349450066670904 0.1000690042068221 0.10003336048421774 0.086120161739968781 1.6968607703625893e-05 -0.10015481533745017 -0.076600418345014604 -0.10018419466730528 0.092683753555167073 -0.10006773965294323 0.10002790793886185 -0.039711573430325747 0.062221844892690593 0.090108034838141005 -0.089378062651857437 -0.076346629813908939 -0.011228726972074107 0.091329667243273738 0.0087485326873071988 0.0071035515519468646 0.043970016732640019 -0.00034114842711724093
leaf_weight=2.0264394256677809 0.54306166278661894 0.017646057928972596 0.50498380194029302 0.0020682633070024554 0.016382720692490693 0.0079417021564012619 0.022149010437715333 0.025653418941146811 0.021994351555380612 0.0055211239960044622 0.0019597690552473068 0.012540299279355571 24.116961591551416 0.0039711703440161719 0.0073139613230033254 0.0038283520921922323 0.0091975525115337575 0.00417466922553028 0.0025537559383081989 0.0044689204477865729 0.014351007019286044 0.0045140584979890264 0.0013038124909862643 0.010024500210020104 0.0050976658136256958 0.0044524371542138431 0.005217536739289319 0.55234177858801559 0.0045544239624670801 17.298604898166023
leaf_count=255 24 14 51 43 12 70 22 19 27 3 2 37 2458 11 42 14 25 31 5 35 23 14 51 67 32 10 218 22 36 960
internal_value=-2.43918e-06 -0.000272267 -0.00558396 -0.0546851 -0.0232271 -0.00191201 0.0156389 -0.0406361 0.0584668 0.0681089 0.024302 0.000210261 6.91116e-05 0.0129584 0.00216765 0.00718093 0.0125035 0.00166273 0.0083139 0.00449299 0.021812 -0.0124509 -0.01355 -0.0389832 0.0363632 0.0305959 0.0467721 0.00333044 0.0025257 -0.000100121
internal_weight=45.2613 19.9513 0.6263 0.0435779 0.0259319 0.582722 0.0777385 0.0335951 0.0441434 0.00954916 0.00402803 25.3099 24.2145 0.0975641 0.0850238 0.0810527 0.0772243 0.0680267 0.0638521 0.0612983 0.0312767 0.0169257 0.0300216 0.0190478 0.00961172 0.0109738 0.00966997 1.0954 0.00902334 19.325
internal_count=4633 1478 263 74 60 189 138 89 49 48 45 3155 3109 651 614 603 589 564 533 528 111 88 417 138 46 279 228 46 71 1215
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 0 4 0 0 2 2 1 0 4 0 4 4 2 0 1 1 4 0 4 2 0 3 3 4 4
split_gain=0.000244549 0.00656923 0.0170888 0.00108055 0.00601088 0.00175038 0.0230813 0.00751847 0.000987676 0.000948906 0.00279356 0.000840059 0.0138709 0.00559976 0.00355466 0.0184344 0.00835236 0.00710714 0.0053511 0.0139986 0.0220414 0.00790852 0.00275324 0.0189871 0.0119606 0.00199746 0.00237764 0.00102399 0.000666531 0.0266213
threshold=87.261973998100004 87.727077254650013 62.116825104000007 64.630533455950015 41.873095646600007 89.861713010250014 36.772607578000013 89.474575039450016 86.904409066750006 -0.078504999999999991 -0.083834999999999993 66.235542959850008 90.767723400200012 40.371455563000005 93.308316333500017 40.679780036550007 39.262923716450011 -0.089569999999999997 93.972365491700018 69.873026810350026 70.077349628250019 39.117456157700005 95.217121606100008 41.404176814550006 -0.122165 94.300357383600002 -0.24360999999999999 0.08759500000000002 35.887362732750006 41.362929270750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 -3 6 -5 -8 -1 10 -6 -7 13 -13 15 16 27 -17 19 -16 -21 -22 23 28 25 -25 -27 -14 -20 -30
right_child=1 3 -4 5 9 11 7 -9 -10 -11 -12 12 14 -15 18 17 -18 -19 22 20 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00011966914036115546 0.061016613946516134 0.011102001513691702 -0.032896026324608044 0.048682459040422198 0.0072793400529751811 -0.0039730542494629756 -0.013987961980005476 -0.0980714891700733 -0.0042136749270081817 -0.00095602172923277089 -0.002725661716296388 0.014853305299268239 -0.038496457078612212 0.079259160078477414 0.063053069614691509 -0.0088207276544753962 0.03772338210532946 -0.10076928754441437 -0.00078559832314967172 -0.092677169938013546 -0.010496727248679614 0.069294152287825206 4.9494737242967491e-05 0.09117754209182144 -0.10039674847113929 0.095027985343988361 -0.085961777691757627 -0.0089101012742474651 -0.03340237063870128 0.10062031793568751
leaf_weight=23.032402237047059 0.055095464465922173 0.57120512861183925 0.029886406820354594 0.032329389781810103 0.58713724536391965 0.55771005610698665 0.018323472811658803 0.025341586781337355 0.60474688629003281 2.6145225718646543 0.53189680550713114 0.024519418599086573 0.020679736307104402 0.030036701864105453 0.047605455919752737 0.012001670982215273 0.0468156053584039 0.028060991798653845 0.50462056775201858 0.021110126177518396 0.024908760302857047 0.024779248249189423 15.635731524435453 0.0039305676157077576 0.031851867750554708 0.0011780837439232528 0.0018907644337673446 0.026933802811413443 0.083663472533688221 0.018011555075645447
leaf_count=1513 30 69 38 28 33 56 28 21 41 46 10 17 20 36 27 39 34 33 11 22 19 27 2029 35 164 5 54 21 126 1
internal_value=-2.11939e-06 0.000241006 0.0279894 0.000131463 0.00154856 -0.00022275 -0.0153659 -0.0627869 -0.000224413 8.69574e-05 0.00252378 -0.000155632 -2.72883e-05 0.0503129 -0.000193395 -0.0163845 0.00773028 -0.073224 -6.061e-05 0.0211213 -0.00707406 0.0292947 -0.000214657 -0.00661661 -0.0743869 0.0439747 -0.0164826 -0.0217602 -0.00227391 -0.00966048
internal_weight=45.2489 21.6118 0.0849819 21.5268 4.30476 17.222 0.0759944 0.0436651 23.6371 3.73356 1.11903 17.146 16.5883 0.0545561 16.5338 0.134492 0.0944291 0.0400627 16.3993 0.118404 0.0707981 0.049688 16.2809 0.645147 0.0388513 0.00699942 0.00306885 0.0476135 0.606296 0.101675
internal_count=4633 3079 68 3011 158 2853 77 49 1554 89 43 2776 2720 53 2667 147 75 72 2520 95 68 46 2425 396 258 94 59 41 138 127
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=2 3 3 4 3 3 4 4 3 4 3 2 2 3 1 3 1 0 4 1 4 4 1 2 2 2 0 0 3 2
split_gain=0.000257968 0.00469914 0.00192716 0.00955683 0.006752 0.0056844 0.00375444 0.00110488 0.0173228 0.00976968 0.00817293 0.00727944 0.0059297 0.00688568 0.00302927 0.00514494 0.00306868 0.00460753 0.00249779 0.00142503 0.00137146 0.00105667 0.00243208 0.0023482 0.00203438 0.00105454 0.00124095 0.00102072 0.000969834 0.00106674
threshold=-0.033594999999999993 -0.27297999999999994 -0.093130000000000004 38.110427674550003 -0.17949499999999999 -0.249005 41.559097512700014 43.384297312450009 0.086555000000000021 44.952171034750002 0.083745000000000028 -0.082404999999999992 -0.10040499999999999 0.08574500000000003 61.93938686740001 1.0000000180025095e-35 71.504920895500007 96.324766355850002 47.927946529500012 78.290589216800015 44.701063782750005 43.521589032450009 62.154463517850012 -0.086800000000000002 -0.11051999999999999 0.050115000000000014 92.773313165550022 85.866664228400012 0.077990000000000018 -0.0057149999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 25 5 -5 -6 -1 10 21 11 14 13 -12 15 -9 -16 20 -11 -19 -18 -10 -23 24 -24 -3 -27 -4 -29 -30
right_child=1 2 27 4 6 -7 -8 8 9 18 12 -13 -14 -15 16 -17 17 19 -20 -21 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.0002485197936208124 -0.10013787828575443 0.10009594518126386 -0.003768465680038414 -0.034758821081362266 -0.010399919733595622 0.074779484648913666 -0.10018395417192219 -0.0071737000205027261 0.096267940480635528 -0.076115360643589813 -0.10031880351667966 0.061508704986333707 -0.08857067408293029 0.098303669866136104 -0.0035991863709304121 0.094463339682592351 0.098384006320774889 -0.10003133227425896 0.015101142286511788 0.002630259602561154 0.017427848262746307 0.094173060540249556 0.040709075383537498 0.064195520393075245 -0.10008436827333884 0.086369447590785076 -0.0033704530823376122 -0.0036774352524773339 0.0024253734238504163 0.00019233593871729267
leaf_weight=30.741565450266059 0.0046513055276048423 0.010805546216097028 0.58556945064522281 0.0077780464537139651 0.010132093248856222 0.012119302216458294 0.0086196261455947776 0.011381568597875757 0.019012208236568018 0.005032450104408781 0.0029106286806612749 0.019443797422353248 0.017597633783694278 0.004359718972132498 0.53392152076786914 0.0088558085776639928 0.0086234788832371123 0.0015844343818649529 0.0074403253187682594 0.0092208143129164366 0.0027630866726484635 0.013574625912951888 0.0020740303616548781 0.0079377982310688822 0.0020315435731390608 0.0036696500901598475 0.0026563578959191148 0.53360496514368705 2.729090647122443 9.8986629482998332
leaf_count=2315 88 6 147 18 25 56 66 131 10 31 66 24 28 7 189 11 8 26 23 277 94 10 12 14 29 8 41 87 189 597
internal_value=-2.14615e-06 0.000358124 0.00039199 0.0189417 -0.00861604 0.03196 -0.0516711 -0.000160468 0.0038333 0.0565403 -0.00101592 0.00132849 -0.0571839 0.0187867 -0.000701751 0.0373023 -0.00208475 0.0343517 -0.0217024 -0.0124236 0.078739 0.0784067 0.0651511 0.0324392 -0.0289591 0.0811125 0.0486867 0.000316721 0.000498477 0.000674937
internal_weight=45.2267 13.8074 13.8027 0.0557806 0.0386491 0.0198973 0.0187517 31.4193 0.677765 0.057103 0.620662 0.595795 0.024868 0.00727035 0.576351 0.0202374 0.556113 0.0221918 0.0124728 0.0108052 0.0113866 0.0446302 0.025618 0.0120434 0.00410557 0.0171316 0.00632601 13.7469 13.1614 12.6278
internal_count=4633 1328 1240 220 165 74 91 3305 990 129 861 760 101 73 736 142 594 405 54 303 102 75 65 55 41 55 49 1020 873 786
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=0 0 2 2 4 2 4 2 2 2 0 0 4 4 2 3 3 2 1 3 0 2 0 3 3 3 3 2 1 4
split_gain=0.000263141 0.000916952 0.000775776 0.00577132 0.00646205 0.00633695 0.00536634 0.0037033 0.00187302 0.0013574 0.000652955 0.00141115 0.000600336 0.000777355 0.00306567 0.00628178 0.00502206 0.00440998 0.00335653 0.00270723 0.00247742 0.00215044 0.00164491 0.0010497 0.000920081 0.00207587 0.000571766 0.000492084 0.00101016 0.00184403
threshold=85.799452775150016 85.866664228400012 -0.057599999999999998 0.19977000000000003 40.806664626150003 -0.033594999999999993 42.686561923500008 -0.011849999999999999 1.0000000180025095e-35 -0.07490999999999999 85.683849075550015 85.619326080400015 41.257948413050009 42.081757894750005 -0.084259999999999988 0.083395000000000011 0.08326500000000002 -0.124155 61.93938686740001 1.0000000180025095e-35 82.250688042950017 -0.101255 85.705356740550016 -0.225495 -0.25098999999999999 -0.53179999999999994 -0.144095 -0.033594999999999993 62.00390986255001 40.148327922700012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 5 -4 10 -8 -9 12 11 -6 -1 22 15 16 18 20 19 23 -17 -20 -14 24 25 -15 -25 -3 29 -29
right_child=1 27 3 -5 6 -7 7 8 -10 -11 -12 -13 13 14 -16 17 -18 -19 21 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.00073235885445498518 -0.0039500269995864428 -0.00027156802751184152 0.061450663749871098 0.00038216442439642522 -0.089372693801701861 -0.042792087348134195 -0.10010628580027364 0.10003956337876969 -0.03607176171246284 0.0057893014106406779 -0.10062949606466694 0.01912547453572357 -0.00054765674775384635 0.033498159359527803 0.0011141763918454755 -0.10005115492579238 0.10006889128797132 -0.10019985827839539 -0.0058446312389501404 0.085861483251043327 0.089765133139722453 -0.10013426074296471 0.0073735237838416139 -0.0126408958177089 0.042095725049511701 -0.10004326541591216 -0.10002981045733778 -0.001033705899400968 0.00021282810772074571 0.0072316566555410315
leaf_weight=1.8886026812637353 0.60415590730008162 26.736211097576962 0.01072222819811941 0.55363131197339133 0.0049278671233912016 0.012785255724996135 0.0020848920887051037 0.0033844658173620692 0.0014416556850905746 0.55781708147389952 0.015740448550786823 0.0015840993243045887 0.51241209518593656 0.0027681905012428842 0.51936168690599449 0.001000120261551273 0.0044191242777742437 0.013402545321582693 0.0041493582752707425 0.0038832518662275098 0.0022003958781624533 0.005799509250778101 0.53678082022815943 0.0013498545827099499 0.0040589715531551308 0.0020087174124808586 0.001681136262737205 0.50351419704387612 12.124870440353588 0.5818391568145671
leaf_count=322 37 2500 10 34 91 35 17 3 85 22 9 5 36 20 39 62 3 52 22 10 7 28 10 8 9 34 64 9 1018 32
internal_value=-1.492e-06 -8.33389e-05 0.000709507 -0.00262715 -0.0342585 0.00475509 -0.0657058 0.011267 0.0593805 0.00120758 -0.0896116 -0.0629795 0.000478171 0.00189354 -0.00109304 -0.0256289 0.00159593 -0.0750149 -0.0153372 0.013386 0.03045 -0.060809 0.00350492 -0.0103305 0.00708882 -0.0226568 -0.0611111 -2.48586e-05 0.000474457 0.00339721
internal_weight=45.2186 40.5506 4.668 0.606302 0.0526709 0.0235075 0.0291634 0.00691101 0.00482612 4.0617 0.0222524 0.00651197 3.50388 1.61528 0.566083 0.0467212 0.0301181 0.0166031 0.025699 0.0157501 0.00320052 0.00994887 1.04919 0.0118669 0.00883588 0.00477691 0.00303099 39.9464 13.2102 1.08535
internal_count=4633 3596 1037 289 255 45 210 105 88 748 105 96 726 404 358 319 198 121 195 145 69 50 46 135 63 54 72 3559 1059 41
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=3 1 1 2 4 2 1 2 1 3 2 2 2 4 3 4 2 1 1 4 1 0 3 2 1 1 3 4 3 4
split_gain=0.000230417 0.00240106 0.00498112 0.00324429 0.00552382 0.00360388 0.00337255 0.0033359 0.00140545 0.00128216 0.00257071 0.0010384 0.00089347 0.00158719 0.000807562 0.0024179 0.000736571 0.000629536 0.0219828 0.0168806 0.00111756 0.00132029 0.000847699 0.00130707 0.00566456 0.00282821 0.00264544 0.00928535 0.00238364 0.00153936
threshold=0.084565000000000015 61.93938686740001 61.923256118600001 -0.036264999999999999 40.21994457600001 -0.089569999999999997 61.546871980350012 -0.105535 58.309968391300011 0.085175000000000015 0.050115000000000014 -0.23265499999999997 -0.23381499999999997 48.96897326980001 0.083070000000000019 44.026978245600006 -0.13734499999999997 61.971648364950006 62.014663695050011 41.362929270750008 62.084563606450011 85.799452775150016 1.0000000180025095e-35 -0.095854999999999996 67.181880221750006 67.254468591300011 0.079745000000000024 42.498713093000006 0.076615000000000016 42.477827694800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 11 8 16 -5 10 -2 12 13 -6 17 -16 -1 -3 19 -19 21 -20 -22 24 -24 -26 27 -25 -27 -28
right_child=9 14 -4 6 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 18 20 -21 22 -23 23 26 25 28 29 -29 -30 -31
leaf_value=-0.029135477643284221 -0.0085001901680706506 -0.0023632290265500938 0.090722512009376421 0.0419684943189381 0.019627849354316676 0.081306740182565007 0.10009209732271114 -0.10033649411937065 -0.10015342442099869 -3.3068102305984738e-05 0.00146550539351358 -0.06053768713345839 0.030461462315722027 -0.10004524382538733 0.0071085133129761592 -0.0022227237234692444 0.075610048434927232 0.099307201986405622 0.0016727121641121969 -0.045764903751391042 -0.00084788696826422786 -0.0045263176108508709 -0.0016764998712035266 0.014786564906039235 0.10001853245200668 0.022207213052192309 -0.00098647778313648614 -0.00088985605843476968 -0.080486002274074597 0.0034452002121916933
leaf_weight=0.0012202911935911553 0.5275885925967525 1.0096055034714968 0.0087637579832970519 0.0013409109072285291 0.0028623724412423484 0.0068770327361562618 0.0063749669934622943 0.0077601725279237074 0.0014463265866415664 30.425639452812636 0.50815079479152914 0.0028794742814266519 0.0065923008372692493 0.001808423237322998 0.60637860747520267 0.51229468518247501 0.001492362905992195 0.03730365474236208 0.50804018359667047 0.010217845771819611 3.700877712531434 1.0613298976541043 0.50068591427864473 0.60033635337323676 0.0010892469435930174 0.002637237934226661 3.0590134254760413 1.0194601334190165 0.015811682326012044 1.0538130209456946
leaf_count=109 41 38 27 121 74 9 5 8 14 2204 11 20 46 14 97 85 6 82 20 27 654 35 29 91 2 103 57 116 438 50
internal_value=-1.61502e-06 0.000339897 0.0223425 0.00760214 -0.00763495 0.0219272 0.0599752 -0.066968 -0.0317801 -0.000150852 -0.00361086 -0.00694693 0.00675384 -0.0267068 0.000260523 0.00283529 0.0284901 3.15667e-05 0.000240527 0.0681145 -3.93868e-05 -0.00251955 0.000351653 0.00106163 -0.00373783 -0.0565615 0.00149717 0.00492021 -0.0658062 0.000149033
internal_weight=45.2097 13.7483 0.0494184 0.0406546 0.0314924 0.0210196 0.0091622 0.0104728 0.00278724 31.4614 1.03574 0.0141426 0.0112631 0.0046708 13.6989 1.11867 0.00271265 12.5802 11.5706 0.0475215 11.5231 1.56937 9.95372 6.25285 0.520224 0.0195382 5.73262 1.6198 0.0184489 4.11283
internal_count=4633 2377 453 426 286 163 140 123 135 2256 52 154 134 88 1924 182 115 1742 1704 109 1595 55 1540 886 572 543 314 207 541 107
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=31
num_cat=0
split_feature=2 2 4 4 0 3 0 1 3 4 2 3 4 4 0 3 3 0 1 2 4 4 3 3 3 1 4 3 0 2
split_gain=0.000228116 0.00063845 0.000637905 0.00114319 0.00320623 0.00138265 0.00130799 0.00106606 0.00551034 0.0265946 0.00930243 0.0068465 0.0136326 0.0128522 0.0119292 0.00840614 0.00792591 0.00324615 0.00230841 0.00215686 0.00195673 0.00139824 0.00158296 0.00162193 0.00116903 0.00156531 0.00108834 0.00454226 0.00101347 0.000991689
threshold=0.067985000000000018 0.059500000000000011 41.976795488650005 42.546237522150008 87.028078140750011 0.089345000000000022 91.109157582800023 62.425997789000007 0.10020000000000003 43.067541470150012 -0.101255 0.084565000000000015 43.384297312450009 46.095286511800005 96.082805124100005 0.087795000000000026 0.089850000000000027 97.32487278035002 87.667931175800007 -0.033594999999999993 48.109449608500007 47.079243513300007 -0.20885999999999996 0.080545000000000019 0.077440000000000023 73.007768990450018 43.940903692500008 0.08326500000000002 87.525442894850016 -0.22573999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -5 9 10 -9 13 -13 14 24 20 -17 -18 29 21 -14 -15 -23 28 25 -11 -26 -28 -24 -16
right_child=-2 -3 3 7 5 -7 -8 8 -10 11 -12 12 15 19 18 16 17 -19 -20 -21 -22 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.00023593190049020198 -0.00055778402276274392 0.0018096414368635539 -0.008813029290290977 0.0006099012189723287 0.0047861198831650048 -0.0049190017072567732 -0.0012246519258477292 0.0017979624523300074 0.00025881411767075352 -0.039947379409011781 -0.10045865499348761 -0.061728967618344781 -0.10013847081194333 -0.10006435428376573 -0.014171939927694905 0.088559354183804978 -0.068028027888405063 0.045211360098386978 0.073569450743111192 -0.080101119806725463 -0.011584903243424226 -0.065020169745493003 0.10003083696228994 -0.10007534293631455 0.098314491538975743 0.087272736323291245 0.092828502602645344 -0.10021475308172166 0.013728929392398462 -0.10006202733044763
leaf_weight=27.541615831231432 6.3264322310689769 2.044756467943059 0.612304832846846 5.3151134727150691 0.55908861983334679 0.55143852403821458 1.0271390655630641 0.011316266573044298 1.0295778161461817 0.0017477199511226052 0.041602880712093115 0.035171868700455633 0.0049535595423293444 0.0016608243143662058 0.0018627643293882556 0.019240725914386303 0.0059597043359147506 0.0044007702005501859 0.0012169894253699631 0.007005717967758617 0.0050281043319753138 0.003178921158651816 0.0016374876722707885 0.0010951517959246768 0.025351851332743536 0.0021654355023912331 0.0063363546787513769 0.0015091999911618359 0.0080507502363134087 0.0048295972678715771
leaf_count=2076 635 36 116 534 17 53 87 41 47 29 58 30 54 31 17 76 27 21 25 24 13 43 2 17 17 20 63 59 278 87
internal_value=-9.07801e-07 8.97139e-05 -5.77027e-06 -0.000722334 -0.00243305 -0.00060559 0.000893931 -3.00671e-06 -0.00266255 -0.0180615 -0.078592 0.00443245 -0.0164261 0.0274821 0.0583841 0.0238283 0.0505886 -0.0199279 -0.0531175 -0.0339973 -0.055531 -0.0133234 -0.00300554 0.0152762 0.0821483 0.0304528 0.088242 0.055694 0.0283155 -0.0761552
internal_weight=45.2028 38.8764 36.8316 9.28998 2.74997 2.13767 1.58623 6.54001 1.2249 0.195323 0.0529191 0.142403 0.0747547 0.0676488 0.0450199 0.0395829 0.0296012 0.0103605 0.00790935 0.0226289 0.00998166 0.0156231 0.0139623 0.0107834 0.0371106 0.00391316 0.0331974 0.00784555 0.00968824 0.00669236
internal_count=4633 3998 3962 1886 273 157 104 1613 1079 1032 99 933 221 712 317 191 124 48 129 395 67 371 340 297 188 49 139 122 280 104
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=0 0 2 3 2 3 4 0 4 4 1 4 0 4 0 2 2 3 0 1 2 0 0 0 4 1 4 3 0 1
split_gain=0.000201354 0.000740456 0.00151568 0.00158145 0.00115012 0.00118527 0.00158888 0.000582354 0.000501375 0.00261435 0.00442055 0.00166556 0.00129873 0.00116621 0.000886204 0.00170438 0.00130368 0.00243746 0.000296081 0.000620267 0.00245234 0.00130471 0.00065452 0.00141177 0.000634868 0.000579828 0.000468125 0.00144454 0.00187283 0.00915656
threshold=102.75018128760001 111.47691637905002 -0.021344999999999999 0.078655000000000017 -0.045684999999999996 0.078385000000000024 46.095286511800005 102.21786657775002 40.806664626150003 40.858951393400005 80.677940036650014 47.309807198350008 106.56510337475001 50.189067467950004 107.30980627685001 -0.083834999999999993 0.23643500000000003 0.089850000000000027 100.35207663525001 75.424692849750016 -0.071969999999999992 97.491557184450016 96.978061681550017 97.32487278035002 37.765550062200006 74.927328095600004 40.542362378300005 0.093325000000000033 85.882794977150013 62.041548276350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 8 3 4 5 6 -3 18 -2 -10 12 14 -11 -13 15 -12 17 -16 19 22 21 -21 26 -24 -25 -26 27 -1 -29 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 9 10 11 13 -14 -15 16 -17 -18 -19 -20 20 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=-0.00044490497664512239 -0.0021127111941118665 0.031557501808085059 -0.1000250184312666 -0.10001461829984611 0.097584848240554634 0.084103147386811683 -0.10004876108370026 0.0033118491756395441 0.099746447747536854 -0.10007821827545318 0.028575690668599881 0.095027622849685772 0.0066645493739954783 0.0023054731353804921 -0.10003111362383128 -0.10005137486108991 0.099983491293903534 0.049040458711801543 -0.0010556328648764672 0.00094781809533625897 -0.0033855871849098511 0.0078107100500752749 -0.0061341270470351731 0.0014716289967375241 -0.0044689522736062141 -0.00035687207265111456 -0.0001674409127495201 -0.00035195677653881036 0.01461206491809644 0.00086155988169542427
leaf_weight=6.4255243747989859 0.50568840214148736 0.0018160307760133887 0.0023062546944175207 0.001482632533066474 0.0013244397032394772 0.0010836938159854981 0.0018537848098079124 0.53173286185661695 0.0030104443019354213 0.0044962832170245539 0.0021207545153458796 0.0044675574858956671 0.0015269165803175611 0.0019479128510511146 0.0016531202147810342 0.0020032109263574682 0.0017224911071593851 0.0032596222041831879 2.5858428893769974 0.51247882312519333 0.57426701657781087 0.60290112618862057 0.52891806864872126 1.0225732775830492 0.51772729496944681 1.0155128212488191 24.492790597065898 2.4846043670821132 0.58717326182522844 2.7635465161893311
leaf_count=603 269 122 162 242 4 6 35 48 5 69 44 27 14 83 69 20 5 18 254 80 136 105 18 32 73 30 1770 82 20 188
internal_value=-1.01923e-06 -0.00191729 -0.029061 -0.00741439 0.0151742 -0.00778739 -0.0349226 2.22342e-05 -0.00141376 0.0120724 0.000694763 0.0265461 -0.0730183 0.0668746 0.00249913 -0.0339047 0.0251251 -0.00112159 -1.74177e-05 4.72293e-05 0.00192383 0.00465745 -3.2362e-05 -0.00143147 -0.000458272 -0.00174539 8.50653e-05 0.000589482 0.00172849 0.00327117
internal_weight=45.1874 0.541764 0.00986684 0.00756058 0.00607795 0.00475351 0.00366982 44.6456 0.531897 0.0262083 0.0231979 0.0171747 0.0060232 0.00641547 0.0107592 0.00412397 0.00663523 0.00491274 44.1139 41.528 1.68965 1.11538 39.8384 3.08473 2.55581 1.53324 36.7536 12.2608 5.83532 3.35072
internal_count=4633 1194 571 409 167 163 157 3439 623 354 349 266 83 110 156 64 92 87 3391 3137 321 185 2816 153 135 103 2663 893 290 208
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=3 3 0 3 3 3 3 1 1 0 1 4 0 0 4 2 4 0 0 4 1 3 4 3 4 4 3 4 0 0
split_gain=0.000246971 0.000702583 0.00246868 0.000683484 0.00195608 0.000858347 0.00067629 0.00077811 0.000596599 0.00719765 0.0145319 0.00396563 0.00118173 0.00107931 0.00146559 0.00260799 0.000568579 0.00358227 0.00911821 0.000641447 0.00383876 0.00605816 0.0045143 0.000390374 0.00258941 0.00365768 0.00178724 0.00369912 0.0185509 0.00643227
threshold=0.10249000000000003 0.098950000000000024 91.437149474700007 0.10646500000000002 0.10487000000000003 0.10336500000000003 0.10876000000000002 61.885617704800005 63.452988794850008 97.722764583650005 68.327163385350005 38.238138001450004 93.72771580185001 87.028078140750011 41.32819714970001 -0.091639999999999985 35.119813570500007 91.886121982450007 97.789976036950009 37.041406607950009 69.165962322050021 0.090465000000000031 36.242939472700009 0.091510000000000022 39.683197198900011 38.171717059500004 0.08846500000000003 38.238138001450004 91.109157582800023 94.985914206850012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -3 4 5 -2 -5 -8 13 10 11 -10 -12 14 -9 -16 17 -1 -19 20 21 22 -18 26 25 -25 27 28 -21 -30
right_child=3 2 -4 6 -6 -7 7 8 9 -11 12 -13 -14 -15 15 -17 19 18 -20 23 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0010512194646092956 -0.0017323868534466623 0.0069486484578646706 -0.0023600538177968315 0.0032707806090937624 -0.0071424014867111536 0.0027613129999190431 0.0034868983609968418 -9.0655807897304332e-05 0.022583323536881274 0.0009262941412753879 -0.10056132691780494 -0.026939352065824353 -0.061429709991867809 0.0014141540503698981 0.00083247211727183754 -0.0090368249637307954 -0.016171548142591603 0.0512356174729987 -0.1000656869462116 0.090778176920497333 -0.00089906474795653035 0.0087526427903648011 -0.10040577358200545 -0.0010024217871525056 -4.3883999782330891e-05 0.010512522819795258 -0.0021480428629352278 0.00015684492451985841 -0.067530723370013798 0.029425498751480834
leaf_weight=0.51366208736373331 1.4466549235576174 0.60559072091447985 0.53798944371056867 0.59619414500999024 0.54716343462533501 0.60192578362141791 0.52803901309816659 3.0939674636756527 0.033313057632768039 0.57157552674565471 0.018362173092441481 0.031421264925938885 0.013312085384980854 2.5566813650948461 0.50718976099061286 0.56716768095452608 0.011385571914259041 0.033086846476578557 0.0045282592027360282 0.024320789988486191 0.54548036781861875 0.021364348642237019 0.014420505123501126 0.51694025641347663 7.3233188743879998 0.5914977573710829 3.7754252426754702 19.523405622904882 0.016880003844804037 0.01150688847405168
leaf_count=121 31 68 83 61 45 45 37 34 16 153 13 26 34 24 16 36 39 24 198 46 120 10 45 23 329 67 315 2478 20 76
internal_value=-7.87897e-07 0.000132735 0.00256943 -0.00041015 -0.00183074 -0.000412022 2.27934e-05 -0.000221674 -0.000486556 -0.00333688 -0.0286119 -0.00145439 -0.0841151 -0.000203438 -0.0011956 -0.00437766 4.81071e-05 0.00323263 0.0330214 -6.11692e-06 -0.00326575 -0.0306342 -0.0632419 5.46643e-05 0.000637894 0.00514232 -0.000155928 0.000228269 0.0266844 -0.0282286
internal_weight=45.1838 34.0708 1.14358 11.113 2.59574 2.04858 8.51722 7.92103 7.39299 0.667984 0.0964086 0.0647343 0.0316743 6.72501 4.16832 1.07436 32.9272 0.551277 0.0376151 32.3759 0.592651 0.0471704 0.0258061 31.7833 8.43176 1.10844 23.3515 19.5761 0.0527077 0.0283869
internal_count=4633 4062 151 571 121 76 450 389 352 242 89 42 47 110 86 52 3911 343 222 3568 214 94 84 3354 419 90 2935 2620 142 96
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=31
num_cat=0
split_feature=0 0 2 2 4 2 4 2 2 2 4 4 2 3 3 2 1 3 2 0 3 0 3 3 3 4 1 3 4 4
split_gain=0.000246321 0.000685571 0.000572376 0.0051232 0.00584333 0.00526 0.0047136 0.00327256 0.0017652 0.00100293 0.000466195 0.00061896 0.00300441 0.00535945 0.00443315 0.00409001 0.00287744 0.00226376 0.00194315 0.00134687 0.00091365 0.000884754 0.000768633 0.00191864 0.000584065 0.00046152 0.00239379 0.00220029 0.00604626 0.00324245
threshold=85.799452775150016 85.866664228400012 -0.057599999999999998 0.19977000000000003 40.806664626150003 -0.033594999999999993 42.686561923500008 -0.011849999999999999 -1.0000000180025095e-35 -0.07490999999999999 41.257948413050009 42.081757894750005 -0.084259999999999988 0.083395000000000011 0.08326500000000002 -0.124155 61.93938686740001 1.0000000180025095e-35 -0.101255 85.705356740550016 -0.225495 83.479313408550013 -0.25098999999999999 -0.53179999999999994 -0.144095 39.955516828000007 62.057679025150001 -0.10696499999999999 38.911218973650008 37.995872310650007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 5 -4 -6 -8 -9 10 -1 19 13 14 16 21 17 20 -18 -12 22 -15 23 -13 -22 26 -3 28 29 -28
right_child=1 25 3 -5 6 -7 7 8 -10 -11 11 12 -14 15 -16 -17 18 -19 -20 -21 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00057568435256492541 -0.0034214580192664444 0.0068310171117824687 0.057194995184140077 0.00056910392908878958 -0.088088091834560608 -0.039355755895570783 -0.10009520122914316 0.10003567347713777 -0.03514952152475688 0.0050649625225298329 -0.00048424664584177971 0.033131820709417212 0.0011561693655291983 -0.025630994556270988 0.10005939295337739 -0.10017948003876805 -0.0068366698577940798 0.082979949036898967 -0.10012191070007981 0.0066912923929283372 -0.0088852400903044401 0.083672473788764135 0.038933185720977627 -0.10004047167607298 -0.10002879113112864 -0.0001956130554143133 0.012402044508100932 3.6636872512924221e-05 0.079596474288420982 -0.082913781910664952
leaf_weight=1.8900645769449347 0.60484666928459674 0.58222852484430987 0.010283740810109521 0.55438148951108346 0.020411515677991689 0.01250242407610833 0.0018791241446365348 0.0030496079125441611 0.0014136557386876135 0.55501412810777129 0.51257845405416425 0.0026145205393888209 0.51956723129330806 0.001433027449451175 0.0038003870722604907 0.012107756141801929 0.0038956853491924903 0.0033830626894086899 0.0052317263217673826 0.53421539335977286 0.0012706803622672411 0.0015325102024235093 0.0038700105641863991 0.0018454705938472679 0.0015740146962268074 32.210508225326734 0.018602459065331201 7.0818619497845994 0.012918347655734408 0.0044162546840309505
leaf_count=322 37 36 10 34 105 35 17 3 85 22 36 20 39 63 3 52 22 10 28 10 8 6 9 34 64 2412 136 923 28 24
internal_value=-8.12646e-07 -7.99891e-05 0.000687877 -0.0021842 -0.0329952 0.00421906 -0.0646905 0.0106094 0.0572183 0.00111573 0.000489296 0.00174037 -0.000936193 -0.0264802 -0.000200699 -0.0743998 -0.0162879 0.011311 -0.0603067 0.00317768 -0.0103862 0.0308541 0.0063234 -0.0219727 -0.0593164 -2.93489e-05 0.000666162 0.000161883 0.0248433 -0.00588477
internal_weight=45.1733 40.5154 4.65792 0.603922 0.0495401 0.0227862 0.0267539 0.00634239 0.00446326 4.054 3.49898 1.60892 0.562126 0.0425589 0.0274856 0.0150733 0.0236852 0.0145578 0.00912741 1.04679 0.0111747 0.00296554 0.00833 0.00445999 0.0028447 39.9105 7.70003 7.1178 0.0359371 0.0230187
internal_count=4633 3596 1037 289 255 45 210 105 88 748 726 404 358 319 198 121 195 145 50 46 135 69 63 54 72 3559 1147 1111 188 160
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 0 4 4 4 0 4 2 3 2 3 0 2 1 0 1 0 0 3 3 1 3 4 0 3 2
split_gain=0.000240025 0.000739595 0.000737103 0.000787962 0.00156804 0.000429729 0.000575143 0.000805332 0.00104772 0.000372507 0.00190019 0.00178858 0.0143766 0.0146129 0.00767777 0.00229 0.00106846 0.000798473 0.00229151 0.00338033 0.00079457 0.00328181 0.00158594 0.00151046 0.00223322 0.00112101 0.00169723 0.000715801 0.000580981 0.00830339
threshold=0.11636500000000001 0.11148000000000002 0.12376500000000003 -0.07490999999999999 85.799452775150016 86.345209775600011 42.91168285345001 38.396531328800009 42.123054668150012 85.823648898300021 40.250747516500006 -0.074029999999999999 0.08376500000000002 -0.057599999999999998 0.087795000000000026 85.683849075550015 -0.07490999999999999 61.987779113750001 86.420486603250012 61.907125369850007 85.968825637350008 86.103248543850015 0.10646500000000002 0.10249000000000003 80.677940036650014 0.10876000000000002 40.636252116050009 86.208098410950015 0.089345000000000022 -0.085550000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 -4 -5 7 -7 -9 10 16 28 -13 -14 -15 -16 -1 18 19 -11 25 -22 23 27 -25 26 -19 -23 29 -12
right_child=2 -3 3 5 -6 6 -8 8 -10 17 11 12 13 14 15 -17 -18 20 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00024551730984293874 -0.004012788312383689 0.0035942946459944385 0.00024994328544951925 -0.0012670020769134979 -0.0062897313714935068 -0.0014619832006736299 -0.0008848190781606364 0.0066166054014748475 0.0012335637452437799 0.00050488919877982562 0.038284275969348296 0.0013993190723850003 0.076474584056460793 0.066331495584421196 -0.020985546064200215 -0.10032587074847238 -0.0052752113106761186 -4.6726919992606882e-05 0.00069936976925275961 -0.010592472821800886 0.0075843877981434972 0.0036806480352237683 0.0051434977200573761 -0.0078785557789413929 0.0011608783498466583 0.00055664363243567794 -0.008092634811863059 1.7153994006931381e-05 -0.00054692340725328041 0.00061193004878226339
leaf_weight=0.86891864095600679 0.56736312358204077 0.5936134946742645 1.0086117387433549 1.0330036182251658 0.57604659087992116 0.49962100832617728 0.99647445460472273 0.56054431984148312 1.0185758557860252 0.5305520602084528 0.062051577817550219 0.51003769914036823 0.053187844451770161 0.0067995739790482892 0.0069782046388127128 0.0075998081319994526 0.5876447037742587 0.51806513866177828 1.5926573156479156 0.56871568654173643 0.59019090898346149 0.54426088166656938 0.59893818136876831 0.58993124255004337 0.50921715581376104 1.0036802440881727 0.53079056590104301 26.571571262309291 1.0351753006898148 1.0243175926833032
leaf_count=203 67 75 20 22 76 15 7 43 18 23 366 155 11 17 39 8 63 9 46 46 50 20 76 54 24 4 34 2912 89 41
internal_value=-9.0559e-07 9.15686e-05 -0.000575596 -0.000233038 -0.00212732 0.000497642 0.00109041 0.00203726 0.0031444 3.72956e-05 0.0009304 0.00249787 0.00739536 0.0484091 -0.0214184 -0.0623472 -0.0019818 -7.15737e-05 -0.00172456 -0.00523643 6.98815e-05 0.000202667 5.14686e-05 -5.66233e-05 -0.00369074 -0.00183237 -0.00411849 9.06866e-05 0.00114834 0.00276371
internal_weight=45.1651 38.9049 6.26024 5.69288 1.58466 4.10822 3.07522 2.07874 1.57912 38.3113 4.16271 2.70615 0.584603 0.0745654 0.0213776 0.014578 1.45656 34.1486 2.69193 1.09927 31.4566 29.4041 28.8139 28.215 1.09915 2.05254 1.04886 27.1158 2.12154 1.08637
internal_count=4633 4365 268 201 96 105 83 76 61 4290 992 726 230 75 64 47 266 3298 115 69 3183 3136 3086 3010 78 47 43 2932 496 407
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=4 4 4 3 0 1 2 3 4 0 3 1 3 0 0 3 4 4 2 4 1 0 3 0 2 0 3 2 1 1
split_gain=0.000230106 0.00461207 0.0117727 0.00719712 0.0012494 0.00319952 0.00958846 0.00692244 0.00525118 0.00156865 0.00121353 0.00101861 0.0108359 0.00596301 0.00114168 0.00197527 0.00110665 0.00109111 0.000933668 0.0123168 0.00392468 0.00917668 0.00841537 0.0108174 0.00354922 0.00815894 0.0014024 0.00106582 0.0238389 0.0123745
threshold=38.474425342400004 38.804629908750009 38.751720283100006 0.075810000000000016 93.843319501450011 65.509659264600018 -0.072755 0.090850000000000028 36.859113051050009 96.631250582750013 0.10131500000000003 61.821094709650005 0.11071500000000002 82.605564516150011 85.799452775150016 0.10646500000000002 40.099856909850011 40.542362378300005 0.075080000000000022 40.040404835300002 62.907231794400012 91.437149474700007 0.13026500000000005 90.321439350550008 0.20852500000000004 100.69082235970002 0.08674500000000003 0.26597500000000007 76.871083323950003 79.328334055150009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 8 -8 10 -6 -7 12 13 16 15 17 -3 -15 -13 24 -21 22 23 26 -20 -26 -22 28 -23 -30
right_child=1 11 -4 -5 9 6 7 -9 -10 -11 -12 18 -14 14 -16 -17 -18 -19 19 20 21 27 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0014771068978544309 -0.1024136078585076 0.085631247516250897 0.034157234762470991 -0.023676865235412875 -0.0052955907154992946 0.026872970723608631 0.0072299932587920994 0.066291887750454151 -0.049065466031604145 0.00036824593901383436 -0.0088298403293190757 4.3022776968930379e-05 0.069466974838324994 0.021367172634250357 -0.10043670219096337 -0.1002867092065693 -0.0037534416507360455 -0.05613870849071332 -0.088952852262839929 -0.030752524685840246 -0.023908277009049822 -0.10027677396342911 0.10028294024632289 0.098731665934693472 0.040598856065387899 -0.10043343546317551 -0.10023195903598381 -0.00011738786592617737 0.085762685437501665 -0.042012953725603354
leaf_weight=1.979071393691479 0.018248340421823772 0.0015126798398189178 0.022941252750854346 0.031909372523162283 0.58106443021636467 0.020817498272663215 0.035937050473876408 0.04431671524343983 0.024037810261947401 3.0860851798905125 0.017542947215702043 38.567648116235134 0.011961077063915582 0.0033617274861512669 0.0093290476142389167 0.005392004270106554 0.016424653230177867 0.0039511876825336634 0.019787507239671931 0.040213404234918926 0.0043180648795130283 0.020214630557631952 0.017502481583505869 0.0066758031980498336 0.008673492428499685 0.0077827645413748306 0.0054408458796517678 0.51753481482242147 0.020319859532449414 0.012088337318932663
leaf_count=276 10 7 17 43 98 31 25 21 26 520 12 2784 17 8 11 4 303 34 34 21 27 47 5 6 28 23 18 76 20 81
internal_value=-4.1174e-07 -8.69631e-05 -0.0251821 -0.0523228 0.00058827 0.00251968 0.0169837 0.0398444 -0.0124186 -0.000529196 0.0105454 -4.02857e-05 -0.0140361 -0.0390236 -0.0738727 -0.0543672 0.00378449 -0.0205095 -2.17668e-05 -0.00369347 -0.000502749 0.00151092 0.0520293 0.000640658 -0.0604151 -0.0261005 -0.0664607 -0.00149606 -0.015055 0.0381021
internal_weight=45.1621 39.3732 0.073099 0.0501577 5.78887 2.12172 0.142652 0.0802538 0.0623983 3.66715 0.0383604 39.3001 0.0519324 0.0399713 0.022034 0.0127049 0.0179373 0.00731292 39.2482 0.680552 0.644308 0.604095 0.0339372 0.0164347 0.0362438 0.0164563 0.00975891 0.570158 0.0526228 0.0324082
internal_count=4633 3624 70 53 1009 391 115 46 69 618 43 3554 384 367 57 46 310 42 3170 386 301 280 56 51 85 51 45 224 148 101
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=31
num_cat=0
split_feature=4 2 3 2 2 3 3 0 2 2 2 3 2 3 3 3 4 3 3 3 1 3 3 1 0 0 2 2 4 1
split_gain=0.000226279 0.000814561 0.0237515 0.025779 0.00599212 0.00450543 0.00644962 0.00373762 0.00281933 0.00201066 0.00359332 0.00170263 0.00320531 0.0029241 0.00195363 0.0016997 0.00146216 0.00170904 0.00255298 0.0276433 0.0032363 0.00616317 0.00230337 0.00257772 0.0288322 0.0250033 0.00113042 0.00107072 0.00217519 0.000970451
threshold=42.206017975500011 -0.083834999999999993 0.092485000000000026 -0.08725999999999999 -0.160525 0.082325000000000023 0.081775000000000028 85.823648898300021 -0.087660000000000002 -0.090369999999999992 -0.096559999999999993 -0.25420999999999999 -0.13006999999999999 0.080545000000000019 -0.55393499999999996 0.095235000000000028 42.388109226950007 0.089345000000000022 0.081235000000000016 0.083395000000000011 62.154463517850012 0.087475000000000011 0.12376500000000003 62.036171360100006 102.32271644485002 90.321439350550008 -0.24150999999999997 -0.092614999999999989 43.895345911700005 62.425997789000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 15 6 8 -6 9 10 11 14 13 26 -2 -4 -3 18 -18 -20 21 -21 23 -19 25 -25 -13 -7 -29 -28
right_child=1 16 3 -5 7 27 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 22 19 20 -22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=0.00012413895628126203 0.014424659698763359 -0.0059811628712166977 0.07149251256868773 0.095337128488866385 0.0096858638395810621 0.0018110376380158343 -0.089604067993829917 -0.10023050749238314 -0.10013490984140297 0.054531593128790606 -0.10006153368682187 -0.10002244701159446 0.070679184134726139 -0.10012639712036658 -0.080925867033954588 -0.0034854396814240881 -0.00028188564747203297 -0.001845742594722116 0.077651587076409956 -0.014095335020309872 -0.0018064209956624726 0.046756123924727847 0.00015008684073477042 -0.094583280573401138 -0.00055961827937394488 0.016374437850034819 -0.017882618170169621 -0.0063567286108672854 0.0025205203080278194 0.023136659658230037
leaf_weight=34.440011080405199 0.0036083626776113329 0.53342316005577028 0.0050361012509938519 0.052999060208094362 0.0044114109111035313 1.5785358410570238 0.012856144363468047 0.01035645857116696 0.0033481029638541817 0.0050455478792628119 0.0042111427105737667 0.001015776390182666 0.0063795933306142394 0.0030577131989607534 0.0053123383670656268 0.0075654826450057278 3.0392757377159749 1.0107639944673912 0.050538142449242929 0.028647512269561304 0.5514960099802888 0.039723419755546274 2.014184553974701 0.066140240265015637 0.50256557007578451 0.029307914808399005 0.0092725848206262063 0.59552960299913571 0.51446893383689485 0.015258660125807122
leaf_count=2626 27 60 10 11 21 280 9 39 9 12 25 98 20 28 56 43 290 41 43 35 149 18 28 46 33 39 72 65 12 388
internal_value=-6.76493e-07 -0.000402256 0.00104997 0.0546377 -0.024174 -0.00051164 -0.0256747 -0.0673966 -0.0111306 -0.00552513 -0.0118228 -0.00335938 0.00658474 -0.00770998 -0.0423572 0.0264788 -0.000926255 -0.000558529 0.000950195 0.00653582 0.000737711 0.0212593 -0.00210337 -0.00492468 -0.0101287 -0.0605131 0.00335131 0.000137583 -0.00224225 0.00763175
internal_weight=45.1443 10.7043 2.83827 0.0803685 0.0273695 2.7579 0.069366 0.0147679 0.0565098 0.0531617 0.0481162 0.043905 0.0349843 0.0286047 0.0089207 0.0126016 7.86607 7.33264 3.70968 0.670405 0.619867 0.0683709 3.62296 1.60878 0.598014 0.0954482 0.025547 2.68853 1.11 0.0245312
internal_count=4633 2007 1225 124 113 1101 744 60 735 726 714 689 606 586 83 53 782 722 535 245 202 53 187 159 118 85 558 357 77 460
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=31
num_cat=0
split_feature=3 3 3 2 1 2 2 1 2 3 0 2 4 3 2 2 1 1 2 1 2 3 3 3 2 4 4 3 4 3
split_gain=0.000226944 0.00060864 0.000591485 0.000614031 0.00142345 0.000362107 0.00339907 0.0304367 0.00689902 0.00137071 0.00368717 0.0121527 0.0064294 0.000840499 0.00151343 0.00182597 0.00720612 0.00769685 0.0118016 0.00388055 0.00107204 0.00401276 0.0215066 0.0153221 0.00102838 0.00198783 0.00474737 0.00074783 0.000696601 0.0180218
threshold=0.11636500000000001 0.11148000000000002 0.12376500000000003 -0.07490999999999999 61.928633034850002 -0.063379999999999992 -0.053874999999999999 70.663433500700009 -0.057599999999999998 -0.091114999999999988 86.692020874450009 -0.017745 40.330620469300008 0.08326500000000002 -0.036264999999999999 -0.017745 61.998532946250002 62.678712853250012 -0.027754999999999998 70.077349628250019 0.04932000000000001 0.093325000000000033 0.091885000000000022 0.089705000000000021 0.067985000000000018 39.896141435400004 42.498713093000006 0.086955000000000018 43.384297312450009 0.086555000000000021
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 -4 28 7 8 -7 10 11 -8 -13 24 -15 16 -16 -18 19 -19 21 22 23 27 25 -11 -27 -17 -1 -30
right_child=2 -3 3 -5 -6 6 9 -9 -10 13 -12 12 -14 14 15 20 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00030801321824429893 -0.0036363676922459448 0.0032790083569817839 0.00034811481449030615 0.00039348237244952344 -0.0058743382036142841 0.070935005391196751 -0.10031316488821987 -0.0031121163910896037 0.02337229337006741 0.00072978163779858054 -0.0029772880857233844 -0.081650187823670797 0.095145067377201062 -0.0031625718366655345 0.00026054276444175962 -0.097865382570266002 0.046111620346438391 -0.01761513405554211 -0.054925123504508004 0.079308808969488886 0.00040821837518553489 0.0030215890815248119 -0.0012514123400299234 0.0067115715703970251 -0.00037397829245625747 0.012059395611302311 -0.0011953271012406863 -0.073503793487421032 -0.0016016704753950475 0.06294959883050992
leaf_weight=22.151178028806452 0.5680898429660618 0.58914976215603942 1.0071056914384819 4.1035469223932735 0.57899205479366811 0.07485102204717009 0.014673747052381003 0.52559533246642864 0.051465536007697987 2.5536398851195385 0.5616583745693543 0.0029158607794685255 0.006983295236956245 1.5675854631450334 0.52096276990414292 0.032054241356782365 0.077865874254712253 0.0058948310506821136 0.02322242973640698 0.01380353908723464 4.7283378001740823 0.56058604793855782 0.50103139814478936 0.025019563862832772 2.5228093684144328 0.57580757492460677 0.50915369378617714 0.020762346237182427 0.60568779123535632 0.046576200220326047
leaf_count=1941 67 75 13 105 83 24 20 47 25 35 190 4 116 53 9 43 19 3 18 69 355 31 23 31 113 68 50 43 855 105
internal_value=-6.8025e-07 8.92998e-05 -0.000559582 -0.000252377 -0.00192334 4.02087e-05 0.000413539 0.00748063 0.0515564 0.000102767 -0.00463613 -0.0425519 0.0430689 0.000297877 -0.000373161 0.000298567 0.00536294 0.02737 -0.0066306 0.0503039 -0.000255315 -0.00300875 -0.00884864 -0.057752 0.00117756 0.00225331 0.00583918 -0.0882888 -0.00021317 0.00300774
internal_weight=45.127 38.8693 6.25773 5.68964 1.5861 38.2801 15.4767 0.651912 0.126317 14.8248 0.586231 0.0245729 0.00989916 14.2385 8.07713 6.50954 0.641749 0.120787 0.0429208 0.0196984 5.86779 1.13945 0.578868 0.0778362 6.16141 3.6386 1.08496 0.0528166 22.8034 0.652264
internal_count=4633 4365 268 201 96 4290 1389 96 49 1293 330 140 120 963 697 644 118 109 90 72 526 171 140 117 266 153 118 86 2901 960
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=0 1 3 3 1 0 2 4 0 0 1 3 1 2 2 2 0 0 3 3 2 4 1 0 2 4 1 0 3 3
split_gain=0.000435097 0.000710634 0.00161663 0.000665537 0.000678815 0.00135603 0.000578987 0.00050842 0.000345274 0.000321449 0.00102949 0.00117292 0.000648504 0.00160886 0.000589483 0.00048852 0.0017642 0.0101663 0.0211519 0.0154861 0.0253842 0.0127819 0.00884688 0.00415659 0.00305395 0.00216605 0.00846682 0.00397506 0.00310064 0.00699742
threshold=102.75018128760001 87.313054702550019 0.078655000000000017 0.078385000000000024 90.679004281900021 118.55293817840001 -0.156745 48.823707093150006 102.21786657775002 97.886760529650019 75.424692849750016 0.092895000000000019 77.621163142300006 -0.087660000000000002 -0.094409999999999994 -0.074029999999999999 93.501885318850015 96.631250582750013 0.090465000000000031 0.090665000000000009 -0.10040499999999999 43.426369480700011 71.504920895500007 94.770837556450019 -0.105535 37.892416320650007 64.953148431650007 81.90387694410002 0.10249000000000003 0.090465000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 6 -3 -6 9 10 15 -12 13 14 -11 16 25 18 21 -20 23 24 -23 -21 -18 26 27 -1 29 -28
right_child=1 2 -4 -5 7 -7 -8 -9 -10 12 11 -13 -14 -15 -16 -17 17 -19 19 20 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.034505171425773327 -0.0023319818736848362 0.010842471420541538 -0.10002673812627326 0.068136849531723553 -0.0083003244098378334 0.10002025066148112 -0.079074760382720627 -0.10003307605625285 0.0025741959603274313 -0.0024478565807744862 0.006341537492440168 -0.00027287208565100529 0.00014392041605096797 -0.0067805147828309507 0.0022847613181500629 0.000393750787304698 -0.044504219423295799 -0.0010251389272393427 0.089893304549574449 -0.00012535702082963832 -0.10026596746198729 -0.076859537343210563 0.078897452365503551 0.05489895585531715 -0.10027601719031271 -7.0223116894306553e-05 -0.024405061290108332 0.08912658146362383 -0.034897266066863032 0.076589830294107694
leaf_weight=0.0030468406620464119 0.52589664494055399 0.0016090094509229047 0.0024398269481871807 0.0010346532808966913 0.0010781266609428478 0.0011286168592050672 0.0012904503446797416 0.0013744307351095664 0.52856804846275096 0.53422309512128452 0.55486734688131523 0.5187261860515946 2.6176072535509514 0.55225247359926521 0.518761232786346 17.694776894917396 0.012504915526612592 2.0479490837793897 0.017272842465899885 0.034165647680652 0.024173177683326053 0.0061813774318171264 0.0088930554431847497 0.022950952448525186 0.04569738961038039 18.770068044661048 0.017084806769503746 0.017759296307357175 0.020405057497441703 0.0114631436840682
leaf_count=152 448 60 416 8 164 2 52 44 48 103 142 37 257 117 11 936 28 56 3 37 54 113 41 14 100 1095 34 34 13 14
internal_value=-4.83266e-07 -0.00283302 -0.0293014 -0.00634057 -0.0182311 0.00702274 -0.0291766 -0.059708 3.35643e-05 3.07917e-06 9.10396e-05 0.00314567 -0.000826525 -0.002409 -0.000116294 6.41886e-06 -0.000319026 -0.00298546 -0.0263482 0.00390276 -0.0143689 -0.0670381 0.0150282 0.0219849 -0.0882933 -4.85542e-06 0.0175836 0.071022 -0.00512892 0.0161484
internal_weight=45.1152 0.535852 0.00995511 0.00751529 0.00648063 0.00402808 0.00289946 0.00245256 44.5794 44.0508 39.828 1.07359 4.22284 1.60524 1.05298 38.7544 21.0596 2.21979 0.171839 0.0985626 0.0812898 0.0732767 0.0150744 0.0571166 0.0582023 18.8398 0.0697591 0.0208061 0.048953 0.028548
internal_count=4633 1194 746 330 322 114 112 208 3439 3391 2903 179 488 231 114 2724 1788 446 390 108 105 282 154 51 128 1342 247 186 61 48
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=31
num_cat=0
split_feature=0 4 0 4 4 1 1 0 2 4 1 1 2 2 3 3 0 2 2 3 0 1 2 1 3 1 3 1 2 2
split_gain=0.000352917 0.000687771 0.00323625 0.00193834 0.00271454 0.00150646 0.0018718 0.00152139 0.0020963 0.0011926 0.00149397 0.00196841 0.00178244 0.00127383 0.000578945 0.000811376 0.000705325 0.000541172 0.00102021 0.000305982 0.000723245 0.00210396 0.00129811 0.00294273 0.000998062 0.00146094 0.000963479 0.0112246 0.021992 0.00537713
threshold=102.75018128760001 44.749265482150008 103.57284947555002 40.722669576350008 40.858951393400005 82.299080289250014 82.815264250350012 107.63242125250001 0.20852500000000004 45.711398460000005 78.381996793250025 82.299080289250014 -1.0000000180025095e-35 -0.045684999999999996 -0.15148999999999999 0.074735000000000024 104.73964030415002 -0.045684999999999996 -0.088880000000000001 0.084565000000000015 87.261973998100004 64.953148431650007 -0.071969999999999992 62.041548276350007 0.082325000000000023 62.057679025150001 -0.24665999999999999 62.084563606450011 -0.087660000000000002 -0.11334499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 -2 -4 -5 -6 -7 8 -8 -3 -11 17 13 14 -13 -16 -17 18 -12 20 22 -22 24 -24 26 -26 -1 28 29 -28
right_child=1 9 3 4 5 6 7 -9 -10 10 11 12 -14 -15 15 16 -18 -19 -20 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00053094060022337484 -0.0016972135159795182 0.074435104422417173 -0.090885908099669233 0.093919980384317828 -0.10007717459573214 0.070059090519987904 -0.067388913640560238 -0.1000322136044461 0.10004392127552551 -0.10007511808347386 -0.040437073930970444 -0.056680401092202327 -0.10004214586703152 0.10001768621615899 0.085759181783505598 0.052253257096548149 -0.049846660584142041 0.10003476329283703 0.10003565738983469 -0.00014008185307038754 0.0067206065537021333 0.00059398781416741082 0.001764416256951739 -0.0085701800549657751 -0.00071487071337395609 0.0067361106855293416 -0.009520678383669167 -0.00033953317892220446 -0.083453266471196649 0.089176080303668054
leaf_weight=3.0289304488654012 0.49976942501614957 0.0029854737022105829 0.0060263064503675292 0.0017434901292299196 0.0030487268391254929 0.0018684110546018928 0.0017790032886786378 0.0026898161080430028 0.0012900203000754118 0.001236531332835967 0.0010207386633847015 0.0018049202869636636 0.0018412726474181787 0.0012953070254297927 0.0010782437176430903 0.001022839069111825 0.0019988627421605454 0.0024722517409827569 0.0010476839961484075 31.369172212318666 0.61512072943071405 6.3152978001196258 0.54501887535485571 0.55722247272625403 0.51840667304213617 0.53444514091512474 0.011297666004153877 1.0138366291174026 0.044273933686098395 0.010794110570600424
leaf_count=160 52 9 491 10 22 5 54 254 1 12 48 21 55 3 12 33 108 3 1 1736 85 738 166 44 25 70 266 103 31 15
internal_value=-8.18133e-07 -0.00255146 -0.00321541 -0.0443495 -0.0217686 -0.0406617 -0.0169124 -0.0451297 0.00298909 0.0167738 0.00515699 0.0147374 -0.0122409 0.0102122 -0.00948781 0.0112878 -0.0152861 0.0684571 0.0307143 2.98613e-05 0.000433887 0.00113777 -0.000344848 -0.00346009 0.000320351 0.00306737 -0.000383497 -0.00294761 -0.04279 0.0387029
internal_weight=45.0998 0.536019 0.518215 0.0184458 0.0124195 0.010676 0.00762725 0.00575884 0.00306902 0.0178041 0.0148187 0.0135821 0.00904145 0.00720017 0.00590487 0.00409995 0.0030217 0.00454067 0.00206842 44.5638 13.1946 6.93042 6.26423 1.10224 5.16198 1.05285 4.10913 1.0802 0.0663657 0.0220918
internal_count=4633 1194 889 837 346 336 314 309 55 305 296 284 232 177 174 153 141 52 49 3439 1703 823 880 210 670 95 575 415 312 281
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=0 2 3 3 1 1 2 3 0 4 2 4 2 3 1 4 2 2 2 1 0 1 2 3 4 0 3 0 4 0
split_gain=0.000287834 0.000600036 0.0025899 0.00164174 0.00113622 0.000746533 0.000360226 0.000328373 0.000284047 0.000308218 0.000798486 0.0061903 0.011899 0.013207 0.00343758 0.0317368 0.00196432 0.0131427 0.0092241 0.00451666 0.000797088 0.00294617 0.00806088 0.00570093 0.00410332 0.00142193 0.000815019 0.000805112 0.000468667 0.00459251
threshold=102.75018128760001 -0.078504999999999991 0.086375000000000021 0.085715000000000027 84.232081685100013 87.313054702550019 -0.160525 -0.15148999999999999 102.21786657775002 38.474425342400004 0.075080000000000022 40.040404835300002 0.20852500000000004 0.10487000000000003 62.907231794400012 41.444941515100005 0.24901000000000004 0.13747000000000004 0.18839000000000003 66.859265246100009 93.843319501450011 65.509659264600018 -0.072755 0.090850000000000028 36.859113051050009 96.631250582750013 0.098510000000000028 85.495657006400009 40.148327922700012 86.103248543850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 7 6 -6 -2 9 20 28 12 -12 -14 15 -13 17 19 -19 -16 21 27 24 -24 26 -22 -23 -1 29 -11
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 11 14 13 -15 16 -17 -18 18 -20 -21 25 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.3391923544872074e-05 -0.034983670441513952 -0.001726582805741624 -0.10005198429819032 0.086872326454482174 0.09575818805567099 -0.014826444682925214 0.014035223865120287 -0.10001314242510331 0.002333003362986827 -0.0093270654097194015 -0.084033751756632816 0.083437571426712875 -0.04682609683596247 0.09999243180789158 0.011609557081818682 -0.096816186030871221 -0.00076070337421743335 0.080926477002915539 -0.011859025770050737 -0.10023652826624814 -0.0047549819902266213 0.024579470301196501 0.0081213654253598413 0.062336227058990369 -0.043932687991039256 0.00064179496277420704 -0.0048921067488639104 0.0044474716071821159 0.00010962876323170519 6.0339437151529764e-05
leaf_weight=1.4158685893914813 0.0016046309522024793 0.51836291318927785 0.0033163106062160759 0.0018311843899814226 0.0010841129453027509 0.0052224210323424357 0.0010734181701224088 0.0015046244531759997 0.5277197049147081 0.57796217116393123 0.026237103491441038 0.015721410215746801 0.015328906756792549 0.010206346330960514 0.0056009926129263745 0.025793015244950035 0.52091216071438051 0.028062235682796199 0.017331582623398845 0.010160058848113412 0.57999023517245119 0.018304919726460867 0.035735175988520496 0.042420005315761955 0.023320918140409819 3.0853370468894594 0.019252660060033122 0.55942421785211838 31.694853301243199 5.3012812070373911
leaf_count=229 29 453 228 15 31 337 14 87 48 58 30 12 39 11 10 39 69 26 28 57 98 28 25 21 26 158 15 47 2124 241
internal_value=-9.04051e-07 -0.00230879 -0.021609 -0.000494338 -0.0157466 0.00561635 0.0550993 -0.0664526 2.67552e-05 -8.86819e-07 -0.000103735 -0.00351174 -0.0367385 0.0118567 -0.000753112 -0.0285545 0.00122975 0.0181843 0.0455005 -0.0604899 0.000679758 0.00222598 0.0162961 0.0375474 -0.010986 -0.000212175 0.00947183 0.00123564 -4.248e-05 -0.000862494
internal_weight=45.0908 0.534 0.0156367 0.0123204 0.0104892 0.00737995 0.00215753 0.00310926 44.5568 44.0291 38.2495 0.675354 0.0517724 0.0255353 0.623581 0.0415144 0.582067 0.0611549 0.0453938 0.0157611 5.77965 2.11433 0.139034 0.0781552 0.0608785 3.66533 0.0375576 1.97529 37.5741 5.87924
internal_count=4633 1194 741 513 498 382 45 116 3439 3391 2744 321 80 50 241 51 190 121 54 67 647 391 115 46 69 256 43 276 2423 299
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=31
num_cat=0
split_feature=4 2 2 3 1 1 3 1 4 2 3 4 3 3 0 0 2 4 2 2 2 4 4 4 2 4 2 0 0 2
split_gain=0.000244743 0.000817466 0.0198012 0.00283354 0.00503732 0.0101328 0.00466783 0.00361706 0.00372225 0.00351557 0.00162379 0.00124668 0.00115005 0.00252502 0.00360646 0.00171486 0.0171775 0.0092706 0.00564607 0.00639593 0.005346 0.0011279 0.00167835 0.00112072 0.00138083 0.00128616 0.00099104 0.00134209 0.00101702 0.000892245
threshold=42.206017975500011 -0.084729999999999986 -0.08725999999999999 0.08326500000000002 61.93938686740001 62.425997789000007 1.0000000180025095e-35 67.254468591300011 43.426369480700011 -0.14907499999999999 -0.15544999999999998 42.388109226950007 0.090665000000000009 0.12376500000000003 90.321439350550008 86.692020874450009 -0.083004999999999982 42.876019054300009 -0.082654999999999992 -0.078549999999999995 -0.06828999999999999 42.546237522150008 43.022303514600004 44.202975721700007 -0.237895 44.908704241950012 -0.15781499999999998 109.30464220965001 107.63242125250001 -0.082275000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 10 9 -9 -7 -2 -3 15 14 -14 16 -13 18 -18 -20 -21 -17 -23 -10 -25 -26 28 -28 -27 -19
right_child=1 11 -4 -5 5 7 -8 8 23 -11 -12 12 13 -15 -16 21 17 29 19 20 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=0.00012891554549020859 0.0033661899144290554 -0.0055457198381858308 0.057043453976871585 0.00036867951043655756 -0.088358028344580217 -0.0098754634364958595 0.09108151412507641 -0.07713106435322159 0.061948734151040012 0.10003682551620437 -0.10005650733278958 -0.00036752450391616589 -0.01133392873899805 5.9633975450749847e-05 0.00010451012282661865 0.0040132030384426084 0.10013865324314153 0.10012123778172227 -0.10034088757391608 0.094756769933274254 -0.10012168317604837 -0.0060648064620304389 -9.833747910121976e-06 -0.10001989558678365 -0.10003035582551099 0.070623389289910035 -0.10000869411981635 0.019321861777140806 -0.023245818985868551 0.070264056655025137
leaf_weight=34.403323713468282 0.00917865726496748 0.53541052648785203 0.061901174238300771 2.1571344108448063 0.021399110597940307 0.0058831461744830449 0.0069224948720147941 0.0083830718137328456 0.0028855936496370313 0.0057584766709624091 0.001818929770101888 0.50244107754906508 0.5791419193563121 2.0123733364610956 0.52598904511758171 0.53484592712302204 0.0040647434070706359 0.017461198074556705 0.0070675570314051575 0.004675291624153032 0.0020140886658899949 0.5372546820066314 3.0946847412187495 0.0014205446098859058 0.0010572858080853233 0.0040015420410976698 0.0014142141218147072 0.0028255877426288656 0.0016220879133170829 0.023451523841790542
leaf_count=2626 72 61 22 370 39 34 11 59 72 11 66 9 86 28 57 21 1 13 8 60 32 42 285 79 12 35 231 43 49 99
internal_value=-8.76155e-07 -0.000419188 0.00125362 -0.000293829 -0.0194585 -0.0340763 0.0267528 -0.00112509 -0.0236181 0.0444922 -0.0137393 -0.000876989 -0.000558373 -0.00204939 -0.00588978 0.000424766 0.00561431 0.0567856 -0.00340964 -0.0340049 0.0360813 -0.000274152 -0.000905516 0.00584317 -0.00727525 0.00478878 0.0160246 -0.0204816 0.0435476 0.0830068
internal_weight=45.0778 10.6745 2.29361 2.23171 0.0745707 0.0566507 0.0179201 0.0352516 0.0236099 0.0116416 0.0109976 8.38088 7.84547 3.1175 1.10513 4.72796 0.561175 0.0587344 0.0178217 0.0137569 0.00668938 4.16679 3.63194 0.0152269 0.0123413 0.0109207 0.00986343 0.0042398 0.00562363 0.0409127
internal_count=4633 2007 1205 1183 813 664 149 625 580 45 138 802 741 171 143 570 222 213 101 100 92 348 327 521 449 370 358 274 84 112
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=31
num_cat=0
split_feature=3 3 4 2 2 1 4 2 2 1 4 3 3 4 3 3 3 0 0 0 3 0 3 4 3 4 4 4 3 3
split_gain=0.000282986 0.00155131 0.0189766 0.0383006 0.000727438 0.00706992 0.00787845 0.00869828 0.00619849 0.00176286 0.00447188 0.00465316 0.00529843 0.00448103 0.0029559 0.00203702 0.000659957 0.000766211 0.000610685 0.00145833 0.00168455 0.00144471 0.000870227 0.0118327 0.00857588 0.00180544 0.000856064 0.00392983 0.00882576 0.0178122
threshold=0.079745000000000024 0.077080000000000023 42.243697547450004 -0.047144999999999999 -0.038374999999999999 72.62331947780001 38.911218973650008 -0.033594999999999993 0.23643500000000003 69.545034918450014 35.374259656300005 0.050735000000000009 -0.11223 41.808689985400001 -0.245505 -0.225495 0.07914000000000003 90.189704902150012 86.162394622750014 86.345209775600011 0.087475000000000011 86.09518316945001 0.089345000000000022 42.620627117000005 0.085855000000000029 39.788107623550012 41.243661560350013 41.835830569250014 0.08919500000000001 0.096480000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 16 -1 9 -7 -8 -9 10 -6 12 13 14 -12 -15 17 -3 21 20 -20 22 23 24 25 -2 -21 28 -28 -30
right_child=18 2 -4 -5 5 6 7 8 -10 -11 11 -13 -14 15 -16 -17 -18 -19 19 26 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00030644753776487349 -0.030256017376258122 -0.030054674691896384 0.00048313411385123099 0.090398847710648197 0.10006356376925447 -0.093168838951616303 0.1002008348082456 -0.089189803773687057 0.034030784832746658 -0.0021446368675143448 0.00032723734235922389 0.10005658257419246 -0.048502746401509415 0.055703050696822402 0.081404809004185272 -0.10024816333226823 -0.10070996139292321 -0.10011215934306457 0.00020314310818921107 0.00028433242466947877 -0.0075729065092969804 0.0033273320754885708 -0.00028195068919313989 -0.00060943845966324455 0.084229708608826726 0.028910557793076049 -0.002973910537533017 -0.00021827138401598464 -0.060860620969157314 0.0069852217707462574
leaf_weight=6.2238412296368573 0.0099414015990459959 0.0037398489821498506 1.0213152450764305 0.05836350051350124 0.0058010302018399384 0.017919859633322016 0.0058805053122341624 0.010390102099762294 0.0067246568965515499 0.52528192960278375 0.0076575000160836728 0.0047589644673280409 0.016195207137973854 0.0011042323637027148 0.010893554777794568 0.0034682182407772353 0.0096085740930517138 0.0026797382567691624 0.52909426984843111 15.291618088569045 0.5884145383233772 1.5905843224245471 7.213315941843482 0.54227298006402336 0.029883479246798461 0.010717352034134819 1.0557538829438335 10.117188370598724 0.08117674427727184 0.073945849444982059
leaf_count=1013 21 10 330 58 8 76 1 77 39 28 25 5 35 52 25 37 16 42 15 1063 33 52 327 164 40 22 63 843 59 54
internal_value=-4.53636e-07 0.000541592 0.0040349 0.0527968 -1.80118e-05 -0.00329583 -0.0434604 -0.00472333 -0.0407745 -0.000438649 0.0175274 0.00666491 -0.00463881 0.0260826 0.0479376 -0.0625864 -0.084124 -0.0592989 -0.00011629 -0.000352327 -0.00389127 0.000580443 2.07341e-05 0.00370377 0.0499807 0.000438429 -0.000203761 -0.000862632 -0.00624643 -0.028519
internal_weight=45.0695 7.93562 1.09571 0.0743917 6.83992 0.616076 0.0409151 0.0229953 0.0171148 0.575161 0.0498787 0.0440777 0.0393187 0.0231235 0.0185511 0.00457245 0.0160282 0.00641959 37.1339 27.7372 1.11751 9.39672 7.80613 0.592815 0.0505422 0.0206588 26.6197 11.3281 1.21088 0.155123
internal_count=4633 1877 456 126 1421 408 193 117 116 215 187 179 174 139 50 89 68 52 2756 2130 48 626 574 247 83 43 2082 1019 176 113
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=0 1 1 4 4 2 4 2 2 3 2 3 3 3 3 3 4 0 4 0 1 1 1 1 3 2 3 1 4 4
split_gain=0.00024609 0.000630916 0.00203125 0.00182122 0.00103835 0.00208188 0.000975989 0.00194399 0.00168233 0.00102991 0.000644802 0.000256968 0.000636743 0.00294195 0.00124297 0.00200616 0.00101428 0.00177794 0.00121752 0.00098384 0.00173671 0.0076615 0.00545438 0.00841777 0.000970745 0.00158063 0.0212151 0.00421742 0.00182192 0.00126093
threshold=102.75018128760001 78.962703749400006 81.011308844800013 40.679780036550007 40.806664626150003 -0.0057149999999999996 44.749265482150008 0.25783500000000009 -0.047144999999999999 -0.15148999999999999 -0.088880000000000001 0.10249000000000003 0.092015000000000027 0.092185000000000031 0.08846500000000003 0.088890000000000011 39.683197198900011 97.139369169350019 40.00488309970001 90.767723400200012 62.068432857650002 62.079186690200011 62.186725015400008 62.678712853250012 0.08673500000000002 -0.096559999999999993 0.08759500000000002 62.425997789000007 41.835830569250014 34.214889417600013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 4 -2 -3 -6 -4 8 9 -8 -11 12 14 -14 24 -16 17 -15 -18 20 -20 -22 -23 -24 29 28 27 -27 -26 -1
right_child=1 2 6 -5 5 -7 7 -9 -10 10 -12 -13 13 16 15 -17 18 -19 19 -21 21 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.038278085968617231 0.094510854239953077 -0.10003167237086869 -0.0025186271994505033 -0.010645023386845212 -0.076668502706527031 0.071340605602352405 -0.05657405957620585 -0.10005133590508174 0.079441382011487857 -0.0073664727857139338 0.062609471730939864 -0.00039200131400113141 0.0080289397486328056 0.0068454707741824362 -0.0071903835449366911 -0.00079799896651247559 -0.0047838655844978095 7.0347372384253312e-05 0.00024429551890683163 -0.0014847695388972679 -5.4714172534605369e-05 0.0076362768197574598 0.071444648477096223 0.00038187682486792631 -0.0043781357340872459 0.072033483367090756 -0.00020058459000782964 0.025501251446942763 0.0028779254130151073 -1.0631520803556465e-05
leaf_weight=0.0086051614188588088 0.0025809710211043271 0.0030229132700152475 0.50561196698401245 0.0045514388044836096 0.0026113334065560601 0.0014940720866434276 0.0019789183544618458 0.0011452716630868673 0.0052086089362202151 0.002602566764895676 0.0026654962738064105 11.074718607631501 0.54338374963890324 0.62361783762129652 0.55466632547857297 4.2740946877774855 0.52015528330616678 1.0222562671021189 3.10866790077996 2.0714955440356562 0.50074952119030047 0.080239899317348318 0.045748563097731676 0.026224335084272354 0.52173842887428934 0.050128292439694522 0.61512291699080279 0.031855475418048229 1.0275723295171699 17.818811753787596
leaf_count=104 19 57 773 36 54 2 22 11 53 149 18 483 16 104 40 253 18 44 88 137 3 28 24 31 46 37 98 36 35 1814
internal_value=-7.8835e-08 -0.00213511 -0.00253543 0.0274072 -0.0555539 -0.0228038 -0.00180754 0.0246272 0.0360912 0.00493421 0.0280394 2.55048e-05 0.000163754 0.000908734 -9.18024e-05 -0.00153227 0.000425057 0.00263743 -0.000148077 0.000265309 0.00122906 0.0059174 0.0255645 0.0455519 0.000254703 0.00221371 0.00616819 0.053953 0.000434409 7.85016e-06
internal_weight=45.0533 0.533474 0.526341 0.00713241 0.00712832 0.00410541 0.519213 0.0136009 0.0124556 0.00724698 0.00526806 44.5199 33.4451 8.54254 24.9026 4.82876 7.99916 1.64587 6.35328 5.83313 3.76163 0.652962 0.152213 0.0719729 20.0738 2.24642 0.697107 0.0819838 1.54931 17.8274
internal_count=4633 1194 1139 55 113 56 1026 253 242 189 167 3439 2956 493 2463 293 477 148 329 311 174 86 83 55 2170 252 171 73 81 1918
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=4 2 4 1 3 2 2 0 1 3 3 4 2 3 2 3 0 2 3 0 3 0 3 3 4 2 2 0 0 3
split_gain=0.000236123 0.00131204 0.000725598 0.000688264 0.00102185 0.000957984 0.00614477 0.0245767 0.0292351 0.00372454 0.00608816 0.00311213 0.00441934 0.00293952 0.00213529 0.00218081 0.00199945 0.00245395 0.00188971 0.00187473 0.00140206 0.0025174 0.00197239 0.00134497 0.000875317 0.000869765 0.0012503 0.000780778 0.00101947 0.000698743
threshold=42.498713093000006 -0.61402999999999996 42.388109226950007 62.009286778800011 0.086955000000000018 -0.095854999999999996 -0.083834999999999993 87.842680954300008 67.031326566450005 0.087125000000000022 0.083555000000000032 43.384297312450009 -0.096559999999999993 0.085910000000000028 -0.097799999999999984 -0.25420999999999999 93.972365491700018 -0.14907499999999999 0.079745000000000024 97.491557184450016 0.083395000000000011 87.842680954300008 0.08079500000000002 0.078095000000000012 44.952171034750002 -0.15781499999999998 -0.237895 90.490812212800009 97.789976036950009 -0.20885999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 9 7 -7 -9 10 14 -12 13 -13 15 -5 17 23 25 -10 22 -22 -8 24 -17 26 -18 -23 -29 -28
right_child=1 3 -4 5 -6 6 20 8 19 -11 11 12 -14 -15 -16 16 18 -19 -20 -21 21 27 -24 -25 -26 -27 29 28 -30 -31
leaf_value=5.7742027547207568e-05 0.059970595840427743 -0.00021052503106235577 0.0036269440589061495 -0.058652174469848717 0.0047982029707845358 -0.10079933427540751 -0.000691822669169675 0.041986683812884416 -0.10101311276111367 0.00037774845972245413 0.097877403826121825 -0.10027128749221914 0.10018092161768921 0.025775267053501069 -0.10013805891486027 0.09648825398078209 -0.049941969629910987 0.086798561094269963 -0.10004837805525478 -0.045601986814042622 -0.0084026232111862279 -0.0025248394024834984 0.006124898218646078 -0.037489971759874521 0.0004283181693198527 -0.05876790040014318 0.10000977025627525 0.0040236415919492315 -0.002192157840922223 0.020093593712141155
leaf_weight=35.432686821888673 0.0035917932901047269 1.553161829022214 0.57888402777694281 0.0046899580808073505 0.55210316509055157 0.030833293122597527 2.0266945117636816 0.060224324697628617 0.018293407365831627 1.0294393301225504 0.012615695081719558 0.0027933948608662718 0.0052995136938989171 0.0054794567457818744 0.002115450841301862 0.0017870031386451046 0.0018280685180649403 0.0063050829598442432 0.0021794903298708599 0.0091647614487939677 0.57396418873860033 1.5315744895765706 0.53691358704390246 0.0040081007451604478 0.0020218568447232244 0.0017348574858589254 0.0016481063794344664 0.54407034672736621 0.51233533956015442 0.0032546259743377499
leaf_count=2717 16 270 87 31 57 42 204 13 30 113 21 70 1 12 6 14 58 18 93 35 75 37 36 21 31 244 7 51 151 72
internal_value=4.12399e-07 -0.000456515 0.000115117 -0.000480534 0.00110301 -0.00096151 -0.00146858 -0.0240066 0.00299734 0.00176418 0.0264738 0.0621214 0.0288857 -0.0167854 -0.00309433 0.00387482 0.015715 0.0403836 -0.0170107 -0.0825184 -0.00100206 -0.0024111 0.000735849 0.0029458 0.0454968 0.00436736 0.0206404 -0.00108229 0.0010091 0.0469583
internal_weight=45.0517 9.04013 36.0116 9.03653 2.10526 6.93127 5.84407 0.118516 0.0876825 1.0872 0.0577607 0.0261881 0.0135724 0.00827285 0.0315726 0.0294572 0.0247672 0.014122 0.0106451 0.0274582 5.72555 3.16194 2.56361 0.00781696 0.00380886 0.00846566 0.0067308 2.58798 1.05641 0.00490273
internal_count=4633 1829 2804 1813 327 1486 674 120 78 812 699 104 83 82 595 589 558 84 474 65 554 314 240 66 45 381 137 239 202 79
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=31
num_cat=0
split_feature=3 3 1 0 2 1 4 2 2 2 0 3 4 4 3 2 3 2 2 1 3 3 0 0 4 2 2 3 2 4
split_gain=0.000240249 0.00128839 0.0173075 0.0331824 0.00114361 0.00294876 0.000871728 0.00791205 0.00547611 0.00600741 0.00588532 0.00402941 0.00188235 0.000811419 0.000773012 0.000649739 0.000643119 0.000602675 0.00472214 0.0101431 0.000625261 0.00100979 0.0184707 0.0230543 0.00845656 0.00981795 0.00302091 0.00194127 0.00135561 0.00237256
threshold=0.079745000000000024 0.077080000000000023 72.327589083450007 86.681267041950008 -0.047144999999999999 65.571493801650021 37.500638522700008 0.0041150000000000015 0.050115000000000014 0.12419000000000002 93.501885318850015 -0.10978499999999999 35.771221912400001 36.165040341950011 -0.245505 -0.21563499999999999 0.079025000000000026 -0.038374999999999999 -0.017745 75.085947125300024 0.076130000000000017 -0.23921499999999998 92.168410086200012 85.968825637350008 38.238138001450004 -0.092614999999999989 -0.096559999999999993 -0.15148999999999999 -0.071969999999999992 40.767054867700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 7 11 -9 -10 -11 12 15 -12 -14 -1 -4 20 19 -19 21 -8 23 24 -23 26 27 -26 29 -25
right_child=-2 2 16 4 -6 -7 17 8 9 10 13 -13 14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 28 25 -27 -28 -29 -30 -31
leaf_value=0.0087858275926862399 -0.00010657649930370054 -0.087666335780333532 0.0029876003062293318 0.10013014702908496 0.09893797388039488 -0.00096215891450387525 -0.0001771203183256969 0.10010491546965446 -0.10044698160936263 0.093568084254890341 -0.013462031045090118 -0.10038434133755605 -0.10021365465030824 -0.10025559561859075 -0.015794848826876966 0.094691908326454161 -0.0020227724190197208 0.010290025831830153 -0.0006512754853812984 -0.094946951006406155 -0.0030318403618018082 0.099666785690999973 0.00022284994607260308 0.037648111415325411 0.030858597193951589 -0.10062444428949718 0.098846656638712352 -0.086438597052741289 0.10027957902057297 0.091732831333592862
leaf_weight=0.0020044254181667831 37.11808388508986 0.013154227054957723 0.52354370079273638 0.008127645414788276 0.038595982216975244 0.0044735263821280577 4.0809588332085402 0.0068846901995129875 0.0047730114684245142 0.0065827353537315503 0.0021589223965952087 0.011179217559997815 0.0018547729339397634 0.0021496368993894066 0.0026125504491005813 0.001570051674980812 0.50165730598973068 0.020124906057732983 0.54381170563340464 0.016807923687338189 0.49774181661526729 0.0045227223988037043 1.5437557800181587 0.013659586269568535 0.0035554635831965822 0.014725036722209007 0.0037790800356560785 0.0023392597115061906 0.025668006972409785 0.019967026181126002
leaf_count=94 2756 26 184 60 38 31 256 3 18 12 39 73 24 7 33 15 117 28 281 16 55 12 202 24 14 24 5 159 5 22
internal_value=1.25428e-07 0.000500025 0.00369358 0.0539995 0.0903981 0.0642415 -9.18743e-06 -0.0144113 0.0257712 -0.00689959 0.0340967 -0.0615511 -0.00756755 -0.0567653 -0.0508444 0.0465192 0.000535896 7.93916e-05 -0.00300123 -0.0376027 0.000367453 0.000663618 0.00276599 0.0472702 -0.0259277 -0.0492087 0.0290541 -0.0156896 0.0829732 0.0697629
internal_weight=45.0408 7.92274 1.08955 0.0643514 0.0511972 0.0126012 6.83319 0.04177 0.022549 0.0156643 0.0108913 0.019221 0.0080418 0.00430856 0.00446732 0.00357448 1.0252 6.79142 0.580745 0.0369328 6.21067 5.71293 1.63197 0.0882162 0.0289216 0.0243988 0.0096738 0.00589472 0.0592946 0.0336266
internal_count=4633 1877 456 155 129 91 1421 318 79 76 58 239 166 46 57 109 301 1103 325 44 778 723 467 265 214 202 178 173 51 46
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=31
num_cat=0
split_feature=4 2 3 2 2 3 3 3 2 2 2 4 3 0 3 4 3 4 2 3 2 2 3 3 3 0 3 0 2 3
split_gain=0.00021011 0.000523448 0.0168719 0.0234047 0.00517023 0.00321096 0.00516026 0.00285449 0.00233616 0.00153822 0.0027105 0.00150703 0.00145928 0.00275728 0.00130398 0.00227147 0.00170649 0.00109165 0.00117004 0.000963042 0.00112811 0.000807501 0.00108179 0.000999623 0.00120049 0.000765464 0.0149942 0.0104999 0.0125896 0.00559784
threshold=42.206017975500011 -0.083834999999999993 0.092485000000000026 -0.08725999999999999 -0.160525 0.082325000000000023 0.081775000000000028 0.096915000000000015 -0.087660000000000002 -0.090369999999999992 -0.096559999999999993 42.431220712750012 0.095235000000000028 97.491557184450016 -0.25420999999999999 42.620627117000005 -0.55393499999999996 42.409092016550012 -0.025719999999999996 -0.245505 -0.237895 -0.11534 0.088145000000000015 0.086255000000000026 0.084565000000000015 86.474255765850003 0.087795000000000026 86.135510041400025 -0.082654999999999992 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 12 6 8 -6 9 10 11 -2 -4 -14 16 -16 -13 18 -3 -17 -21 -7 23 24 -23 26 27 28 -19 -30
right_child=1 17 3 -5 7 21 -8 -9 -10 -11 -12 14 13 -15 15 19 -18 25 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00012092942128297538 -0.10009010537675422 -0.0070853287385158649 0.065474360669754428 0.093838121703619506 -0.0039974301432750678 0.0035537486895228891 -0.087859487022034943 -0.10021885550969434 -0.1001095467187325 0.053206631702316404 -0.10004414973897971 0.016739213537480212 -0.068905548318513365 0.052170229947603911 0.096634119609998556 0.045743475909104103 -0.075804634116576966 0.093309715643745267 -0.00038915783850031481 -0.082210847107226315 -4.0352429443636423e-05 0.0020590684678532534 -0.0046708343420818468 0.0040159785396683073 -0.0046455758839838868 -0.00066679938372262956 -0.0018631064852685361 0.093551284952944402 -0.091802270132614716 0.10006055179726861
leaf_weight=34.373176529338544 0.0015453144769920343 0.53458249940268843 0.0046680406423718068 0.043894598260522083 0.0046492714163548507 0.52966947261531938 0.010280169311954523 0.0091522428121803001 0.0027173962707818513 0.0041730915099833501 0.0031259677339221517 0.0035672294211286379 0.0036014663419337012 0.0039370905697129477 0.0027670004777033226 0.0041581974430559719 0.0045138349467149985 0.0086697726510465145 0.50978590672883217 0.001815505234813569 0.020958743137571099 0.53754723746897093 0.54153748699877713 0.53731600919046396 0.53073242473080295 6.2284858130394047 0.52492942697687184 0.0295695960521698 0.010514370689690966 0.0017778043402358898
leaf_count=2626 11 36 10 11 18 184 9 42 9 12 25 27 22 21 9 20 56 3 36 130 436 40 54 49 30 497 70 5 134 1
internal_value=6.63635e-07 -0.000387328 0.00078483 0.0492978 -0.0258741 -0.000454446 -0.0234069 -0.0678051 -0.00997859 -0.00472557 -0.0104204 -0.00329632 0.0215355 -0.00567245 0.000662778 0.0103536 -0.0349529 -0.000806458 -0.00381674 0.0014893 -0.00659078 5.67911e-05 -0.000805862 0.000497721 -0.00127187 -0.000344397 0.00314512 0.0551713 0.00103135 -0.0640534
internal_weight=45.0278 10.6546 2.80633 0.0699027 0.0260081 2.73643 0.0596224 0.0138015 0.0493423 0.0466249 0.0424518 0.0393258 0.0122066 0.00753856 0.0377805 0.0296994 0.00808106 7.84832 1.04437 0.0269324 0.0227742 2.6768 2.14713 1.6056 1.06828 6.80395 0.575461 0.0505315 0.0209619 0.0122922
internal_count=4633 2007 1225 124 113 1101 744 60 735 726 714 689 53 43 678 595 83 782 72 586 566 357 173 119 70 710 213 143 138 135
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=3 3 4 2 4 2 2 0 3 4 0 3 0 2 2 0 0 3 0 4 4 3 3 2 1 4 2 1 2 2
split_gain=0.000212537 0.00108832 0.0157331 0.0311909 0.000776619 0.00698619 0.00497376 0.00556683 0.0038061 0.00160148 0.000767296 0.000740293 0.000866422 0.000696865 0.000614416 0.000538568 0.0015273 0.00168426 0.00128006 0.000768389 0.00322599 0.00765818 0.0147117 0.0173895 0.00822644 0.00284132 0.00142934 0.000750429 0.000773707 0.00339409
threshold=0.079745000000000024 0.077080000000000023 42.243697547450004 -0.047144999999999999 37.500638522700008 0.0041150000000000015 0.050115000000000014 94.165934477050016 -0.10978499999999999 35.771221912400001 93.047535894850014 0.07914000000000003 90.189704902150012 0.011900000000000003 -0.21563499999999999 86.162394622750014 86.345209775600011 0.087475000000000011 86.09518316945001 41.243661560350013 41.835830569250014 0.08919500000000001 0.096480000000000024 -0.079369999999999996 65.765062787050013 41.087689990200012 -0.11334499999999999 61.950140699950005 -0.095854999999999996 -0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 8 -7 -8 9 14 -11 12 -3 -5 -1 18 17 -17 -2 25 21 26 23 -23 -24 -18 -21 -22 -29 -30
right_child=15 2 -4 13 -6 6 7 -9 -10 10 -12 -13 -14 -15 -16 16 19 -19 -20 20 27 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0079013620210527987 2.8666644697444714e-05 -0.022461124287093594 0.00038861974441775177 0.10016252677296052 8.4565986809049921e-05 0.10009490967089696 0.03444936921520169 -0.10016208057854639 -0.10034786036084027 -0.10008327640223123 -0.013596468330034804 -0.10058528304127699 -0.10010126364449395 0.076627540202298769 0.093610390132511934 0.00015328268180592739 2.7383260324338263e-05 -0.0076321587641340564 0.0031437073240018079 0.0011945871826004306 -0.0039112017428318685 -0.095427967290965532 0.038104308729232268 0.00060357753089495137 -0.028745371441044582 0.0072822452290934557 -0.0061645030703763081 0.0016956495374400905 -0.00793099977726687 0.00012507558086564187
leaf_weight=0.0020029359620491452 7.8032061574123457 0.0035323963838891368 1.0196065972475654 0.024453864154565783 6.7841400918671715 0.0062293636437971136 0.010027453667134978 0.0044291389729409223 0.010120084159102066 0.0017010044455574302 0.0025842479885416214 0.0080266847030032729 0.0024234187162340409 0.025913091819226963 0.0014360681250185081 0.5275585323106522 14.731446207723717 0.58710230540327757 1.5875674363305732 0.50429761767418313 0.51948243865626764 0.046876888355882218 0.037666604446712881 0.03154573549181805 0.036004011961324522 0.56037178792250308 0.55373064472870115 2.0841230208631698 0.56561937234588899 6.9355653536420609
leaf_count=94 574 10 330 30 1103 3 15 61 73 39 18 16 42 28 15 15 1022 33 52 6 8 39 13 20 41 41 57 308 62 465
internal_value=1.05918e-06 0.000471801 0.00341523 0.0513714 4.16143e-06 -0.0141529 0.0253957 -0.00679222 -0.0599995 -0.00713621 -0.0479269 -0.0807649 -0.0540529 0.0880541 0.043692 -9.92308e-05 -0.000320951 -0.00394738 0.000555283 -0.000169026 -0.000793765 -0.00567303 -0.0266548 -0.056799 0.0054338 0.000293239 -0.00265687 -0.000209437 -8.81714e-06 -0.000482385
internal_weight=45.0188 7.90663 1.08396 0.0643495 6.82267 0.0385303 0.020686 0.0144566 0.0178443 0.00772426 0.00428525 0.0139825 0.00595582 0.050367 0.003439 37.1122 27.7214 1.11466 9.39077 26.6067 11.3149 1.21012 0.152093 0.0784226 0.0736706 15.2918 1.05803 10.1048 9.58531 7.50118
internal_count=4633 1877 456 126 1421 318 79 76 239 166 57 68 52 58 109 2756 2130 48 626 2082 1019 176 113 59 54 1063 63 843 835 527
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=31
num_cat=0
split_feature=4 4 4 2 1 4 3 4 4 1 1 4 0 0 4 3 2 2 1 2 3 1 4 1 4 1 2 2 2 1
split_gain=0.000212294 0.000858477 0.000532092 0.0010566 0.000623247 0.00267736 0.00150337 0.00411945 0.0118524 0.00376927 0.00475524 0.00205778 0.00206276 0.00135761 0.00110266 0.00174006 0.0031559 0.00592384 0.00153177 0.00470439 0.0274865 0.0289622 0.0286858 0.0278874 0.00164788 0.00224469 0.00132245 0.00230242 0.00130935 0.00116413
threshold=42.498713093000006 42.388109226950007 42.206017975500011 -0.084259999999999988 61.987779113750001 41.600558339100012 0.092185000000000031 39.354247760400007 41.32819714970001 61.944763783650011 61.917879202350001 40.518963363600001 85.732241321850012 85.799452775150016 40.806664626150003 0.23724500000000004 -0.066979999999999998 -0.011849999999999999 62.041548276350007 -0.087660000000000002 0.07914000000000003 62.154463517850012 41.685324604100011 71.397382570300024 41.16018805045001 62.245871094250013 0.063030000000000017 0.22387500000000005 -0.124155 69.545034918450014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 9 10 -9 12 -8 -13 -6 16 18 -18 -16 24 -21 -22 23 -23 29 -26 -19 -28 -27 -20
right_child=-2 -3 3 -5 14 -7 11 8 -10 -11 -12 13 -14 -15 15 -17 17 26 19 20 21 22 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.002403403567633848 -0.00043294624886252935 0.0039285562955516107 0.0010826088619916368 -0.0052764052040985936 -0.0001971564923970055 -0.0073657281136951793 -7.1651917819276851e-06 -0.06233938557479668 0.071121950331136607 -0.10037487596454275 0.026893826884674274 0.00073950701884381586 0.0057912534902696232 -0.0034602091256715779 0.00329057962085305 -0.0044542925863764477 0.012584136339196847 -0.0027083381000153287 0.00085829710310059604 0.002086874120798186 -0.10080288845700169 0.10035435178702859 -0.10155162957376616 -0.049321115552242216 0.0010096645712896024 -0.00051239997177376852 0.0078442659955832508 -0.0014259673886606883 -0.0075438510837359772 0.0075200517036047576
leaf_weight=0.50864133241484299 9.0214156970176287 0.57914199249281395 0.51006725003826325 0.53574428259945672 16.437992500098431 0.56061338409273176 1.432627436173789 0.019426044540352905 0.009036886223462659 0.012811036077231108 0.0086228432483039796 1.5227136093487845 1.0730524552345739 1.55655106640188 1.5709558459370736 0.5390783856028073 0.66846005295292377 0.5300239162273187 0.50928943447069774 0.52103443547094208 0.059378090547397733 0.028457891545258462 0.022162331788663892 0.022127183553030783 4.0696933982035262 0.51115502905864973 0.55842526829349004 0.5150066343165598 0.54955115027251389 0.54093023645137217
leaf_count=175 1829 87 30 61 1479 63 58 51 15 77 11 23 19 30 41 20 81 52 7 8 24 22 40 28 41 88 31 48 55 39
internal_value=8.17027e-07 0.000109568 4.70959e-05 -0.00217496 0.000114733 -0.000750283 -0.000146601 -0.00509323 -0.0325129 -0.0554336 -0.0349071 0.0003481 0.002476 -0.00138343 0.000324439 0.0010889 0.00136878 0.0046756 0.000474904 -0.000172366 -0.00824336 -0.0489805 -0.00668182 0.0348825 0.000680566 -5.82065e-05 0.00137863 0.00339663 -0.00415539 0.00428953
internal_weight=45.0042 35.9828 35.4036 1.04581 34.3578 6.7041 6.14348 0.558538 0.0498968 0.0408599 0.0280489 5.58494 2.50568 3.07926 27.6537 11.2157 10.6767 2.27192 8.40474 6.83378 0.65316 0.132125 0.0727474 0.0505851 6.18062 5.1304 1.60346 1.07343 1.06071 1.05022
internal_count=4633 2804 2717 91 2626 522 459 329 154 139 62 130 77 53 2104 625 605 212 393 352 122 114 90 50 230 184 131 79 143 46
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=3 3 1 3 2 3 2 0 2 2 3 0 4 0 4 0 0 0 0 1 2 4 3 3 1 1 4 4 4 0
split_gain=0.000236006 0.000737554 0.00211007 0.000679381 0.00209312 0.00131566 0.00194343 0.00164619 0.00197258 0.00119559 0.00104084 0.00286383 0.00078975 0.0014773 0.00144241 0.00122516 0.00136379 0.00109268 0.000901942 0.0028956 0.000881373 0.00074777 0.000726585 0.0037239 0.0203463 0.00752216 0.0114393 0.0046915 0.00187876 0.00448424
threshold=0.10249000000000003 0.10646500000000002 62.025417527550012 0.091510000000000022 -0.60723499999999997 0.08846500000000003 -0.056184999999999992 87.261973998100004 -0.093604999999999994 -0.091149999999999995 0.092185000000000031 86.09518316945001 39.683197198900011 97.139369169350019 40.00488309970001 86.420486603250012 86.780739992750014 85.882794977150013 90.767723400200012 62.068432857650002 -0.072755 40.467253020850002 0.08673500000000002 0.087785000000000016 62.907231794400012 75.499969677400017 37.817254840650008 42.654057868200006 39.788107623550012 94.047642319350018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 22 7 8 -7 -9 11 -5 13 -12 -14 17 -17 20 19 -18 -16 -20 -6 24 27 26 -26 -24 -28 -30
right_child=1 -3 -4 10 5 6 -8 9 -10 -11 12 -13 14 -15 15 16 18 -19 21 -21 -22 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=-0.10018980190324721 -0.00025745357895322118 4.9678477972243044e-05 -0.0069129106816291468 -5.5321391416880374e-05 -3.3760152366369327e-05 -0.00057418051933747925 -0.0071970543836171385 -0.00066030195677687026 -0.0079564977930026166 0.0050211700800803644 0.0061800443357798301 0.0087447634361390251 -0.0051797764128248781 -2.8460055847634684e-06 0.0035866497769802678 -0.0052361548411376784 -0.0012852754417347267 0.0062429853710141087 -0.00011509527792680858 0.0075725432652773792 -0.0022170755331599105 -0.0044168104973733545 0.074084650079868336 0.00083592767251917943 0.045182648279259024 0.04880242079360058 -0.10048368560372108 0.025829375900353668 -0.0059675923518868242 -0.1002778231113924
leaf_weight=0.0020912630168748994 1.9541908122173484 8.4891698547085248 0.62991939867968305 1.005729389821737 18.303804170391928 1.0225443790507176 0.57715046494738009 1.0487172846194284 0.56026860587462635 0.57263573594537431 0.6210286230384704 0.58485559241422613 0.51871468935223664 1.0230501552279907 0.53880260479650122 0.54569549113512028 1.025036409206223 0.5591124108113944 1.5249540868240352 0.57667234397194977 0.50872211817191537 0.54978241894243862 0.040419548904991817 2.1043578077513589 0.010582682676613331 0.010272764127816372 0.014832339275017148 0.040171320433728397 0.0099824853741239394 0.010186119205172872
leaf_count=52 32 450 89 18 2627 36 118 67 50 88 104 49 19 120 41 14 26 21 28 47 25 158 37 173 6 47 32 9 18 32
internal_value=2.31437e-07 -0.0004006 -0.00187983 0.000131122 -0.00014979 -0.000141189 -0.0018554 -0.000893234 -0.0031873 0.0013463 0.000844326 0.00318046 0.000379359 0.00233266 -0.000126569 0.000323126 -0.000571209 0.00267338 0.00012121 0.00190386 0.000768116 -0.001255 0.000174318 0.00187398 0.0178834 -0.0285004 -0.0459215 0.0500313 -0.0734672 -0.0535988
internal_weight=44.9835 11.0733 2.58411 33.9102 24.328 24.3259 3.78132 3.20417 1.58281 1.62135 9.58216 1.59058 7.99157 1.64408 6.34749 5.82878 4.22214 1.60664 3.67645 1.60171 1.04752 2.07474 20.5446 2.24081 0.136447 0.0558564 0.0455836 0.0805909 0.0350009 0.0201686
internal_count=4633 571 121 4062 3392 3340 359 241 86 155 670 67 603 224 379 360 273 87 259 73 66 186 2981 354 181 135 88 46 82 50
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=31
num_cat=0
split_feature=2 2 2 4 4 3 1 3 3 1 2 4 2 3 1 0 3 3 2 2 3 2 2 4 3 0 1 4 4 4
split_gain=0.000207319 0.000702645 0.000670897 0.0120806 0.0134046 0.0107211 0.00380803 0.00128273 0.00222793 0.000845097 0.000602444 0.000905283 0.000595315 0.00176627 0.000504689 0.00689566 0.00354344 0.00722822 0.00432813 0.00473922 0.00549809 0.00383971 0.00264327 0.00376422 0.00201794 0.00492025 0.00170629 0.00106612 0.0134247 0.0061595
threshold=-0.033594999999999993 -0.038374999999999999 -0.0057149999999999996 41.873095646600007 40.300545846000013 0.093325000000000033 62.425997789000007 0.12376500000000003 0.10453000000000003 61.944763783650011 0.048475000000000011 40.371455563000005 0.063030000000000017 0.091885000000000022 76.279622535200005 97.789976036950009 0.089850000000000027 0.087475000000000011 -0.043559999999999995 -0.084729999999999986 -0.086715 -0.086139999999999994 -0.13509999999999997 45.044778924400006 0.085235000000000019 97.491557184450016 77.209829048350016 42.527280425250005 41.835830569250014 39.198779702000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 5 -2 -6 8 10 -10 11 -4 13 -12 -1 24 17 18 19 21 -21 22 26 -24 25 -16 -17 28 29 -18
right_child=2 -3 7 -5 6 -7 -8 -9 9 -11 12 -13 -14 -15 15 16 27 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013491011713530403 -0.02687055135353918 -0.0035957961969015463 0.00088621065356078949 3.0013090687765914e-06 0.085022628957474797 0.034470693021787797 0.030144250569723405 0.0045881873268672517 -0.0016535543558466627 -0.0073405449581243204 0.0067012979778666897 -0.0048979450050740227 0.00017827097298904045 -0.0015197389704937343 -0.10005318392419088 0.098992524161018447 0.018738750705708893 0.087782656530469322 0.10014506304862834 0.046855135951428525 -0.10014972875587658 0.099387331595274409 -0.10014594049090753 0.044101683244247861 0.093121449390866307 0.10003881355466411 0.009062346753225526 -0.00020471019577715245 0.089487548031501704 -0.080775701384823581
leaf_weight=30.053330899514275 0.050489782562854191 0.57814422793506182 0.54078481796520672 2.5761275207567338 0.038315217239187405 0.06539994596055454 0.018872511251174728 0.57125272027485685 0.49582472199108474 0.55243847464679385 0.54099948428330935 0.54155810065417065 7.2337679368877286 0.50555418673016039 0.0021134234436112056 0.002634407294300028 0.0089635772273167769 0.01381172319014129 0.0042520472779871135 0.0035923119337297757 0.0087198146637529617 0.0047482192970562656 0.0048713025047425742 0.0028778400518705283 0.010588357443339191 0.0029364363577428776 0.010594875198495286 0.50436629542737199 0.0089738858046459757 0.020318795049965033
leaf_count=2157 40 30 42 158 31 16 38 67 4 76 129 164 549 14 66 4 130 58 1 20 60 7 71 11 6 3 529 39 18 95
internal_value=3.06973e-07 -0.000142019 0.000324171 0.00172122 0.0272956 0.0077461 0.0669122 -2.5557e-05 -0.000278715 -0.00465062 0.000210772 -0.00200793 0.000500785 0.00273 -7.69088e-05 0.00276039 0.00104819 0.0249734 0.00446062 -0.00623518 -0.0572581 0.0181831 -0.000196512 -0.0465759 0.0683138 0.016298 0.0269706 -0.00142548 -0.0175199 -0.0503135
internal_weight=44.9772 31.2458 13.7314 2.7492 0.173077 0.11589 0.0571877 10.9822 10.4109 1.04826 9.36266 1.08234 8.28032 1.04655 30.6677 0.614363 0.598725 0.0561025 0.0422908 0.0380388 0.0123121 0.0257266 0.0209784 0.00774914 0.0156382 0.00504986 0.0132293 0.542623 0.0382563 0.0292824
internal_count=4633 3305 1328 283 125 56 69 1045 978 80 898 206 692 143 3275 1118 1043 761 703 702 80 622 615 82 75 69 533 282 243 225
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=31
num_cat=0
split_feature=0 4 0 1 4 4 0 1 0 3 2 0 4 2 0 2 2 3 4 1 2 0 1 3 4 2 2 4 3 4
split_gain=0.000202949 0.000549098 0.00272303 0.00155902 0.00153135 0.00227428 0.00148941 0.00125102 0.00147828 0.000958626 0.000942719 0.000684516 0.000903792 0.000607653 0.000534866 0.000467826 0.000358089 0.000313232 0.000272511 0.000659744 0.000760597 0.00212305 0.0145932 0.0177431 0.0342129 0.00787742 0.00316363 0.0144046 0.000969972 0.000686802
threshold=102.75018128760001 44.749265482150008 103.57284947555002 78.381996793250025 40.722669576350008 40.858951393400005 110.98492854115001 82.299080289250014 107.63242125250001 0.078655000000000017 -0.088880000000000001 106.97912592680002 42.455548714850003 0.63131000000000015 102.21786657775002 -0.088274999999999992 -0.15781499999999998 -0.093130000000000004 42.206017975500011 61.982402197500001 -0.095854999999999996 87.380266155850009 62.041548276350007 0.08759500000000002 42.684965421050009 -0.08158 -0.079789999999999986 42.876019054300009 0.10453000000000003 43.219899330700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 -3 17 -6 10 -7 11 15 16 12 -9 -10 18 -8 -5 -4 -1 -20 -21 22 29 24 -24 -26 -27 -28 -25 -22
right_child=1 3 4 6 5 7 9 8 13 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 21 -23 23 28 25 26 27 -29 -30 -31
leaf_value=0.000122158910521086 -0.0012039229517362652 -0.10006519380103468 -0.038078920205604987 0.033172633272153813 0.092452866194233985 -0.10006372332075733 -0.029915159096597244 0.059535528283574092 -0.10002681076283944 -0.10000946494595038 0.073147758807968088 0.085006347569683449 -0.065885616433165095 -0.0071173945997509694 0.0031831074768300712 0.034937467100194811 -0.037755110917417088 -0.10005883892917991 0.0013979273364997449 0.0011540103658097059 -0.003998675624851511 -0.00048857562351149069 -0.10131961457195141 -0.10093453199167468 -0.025810232055863483 0.1002882635025201 0.1001367240338438 -0.1006068463162213 -0.069603708983327545 0.0011379835580491444
leaf_weight=33.797830326039033 0.50092178873890325 0.0010674937848307317 0.00101412778688719 0.0017326786065723371 0.0015015158351943123 0.0025361219566804039 0.0020713680546331492 0.0010945782886579991 0.0020400806644289282 0.0010813088749095368 0.0060010975030309038 0.0012757791141950747 0.0012093316720722669 0.0010748090280685574 0.52955539375151417 0.0024023988284511697 0.0012080980952151599 0.004160729239575868 1.5935017628228543 1.589223909358173 0.52976193824326834 5.7722561573165878 0.025320416322529016 0.027743521981031805 0.011912033498447161 0.016365574057999654 0.011644615849945916 0.0051577931645629951 0.015347675657949367 0.51173976519203279
leaf_count=1916 52 12 134 35 10 22 36 29 253 82 14 9 19 4 48 24 102 357 335 589 59 308 11 32 27 3 58 18 24 11
internal_value=7.52144e-07 -0.0019401 -0.00249741 0.016566 -0.04323 -0.0216851 0.0251542 -0.0402514 -0.0175925 -0.0155124 0.0504181 0.026242 -0.00629854 -0.0679679 2.4005e-05 0.0049105 0.00403486 -0.0879125 -1.40958e-05 -0.000469598 -0.000819027 -0.00127167 -0.00518533 -0.0392366 -0.00830233 0.0439434 0.0689948 0.038515 -0.0897755 -0.00147479
internal_weight=44.9698 0.532393 0.516829 0.0155644 0.0159071 0.0107322 0.0144969 0.0092307 0.00669458 0.00555508 0.00894187 0.00357969 0.00230391 0.00311489 44.4374 0.00447377 0.00294078 0.00517486 43.9078 10.11 8.51647 6.92725 1.15499 0.113492 0.0704004 0.04508 0.033168 0.0168024 0.0430912 1.0415
internal_count=4633 1194 889 305 837 346 293 336 314 142 151 57 48 257 3439 60 137 491 3391 1475 1140 551 243 173 117 106 79 76 56 70
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=2 3 2 4 4 1 0 0 3 3 0 2 2 4 2 1 0 3 3 3 3 0 0 4 0 0 0 0 4 3
split_gain=0.00018808 0.000594622 0.000734913 0.0101485 0.0102072 0.0112368 0.0108005 0.00153174 0.000873433 0.00115038 0.00142872 0.000509019 0.000496693 0.000725138 0.000495503 0.000958728 0.00173137 0.000544105 0.000892348 0.000421872 0.0022094 0.000909208 0.0169196 0.00215804 0.00614374 0.0127705 0.00536805 0.0115403 0.00528034 0.0012545
threshold=-0.033594999999999993 0.43380000000000013 -0.0057149999999999996 42.243697547450004 40.300545846000013 62.907231794400012 93.308316333500017 86.624809421150005 0.10453000000000003 0.11458500000000002 88.350799540950007 -0.038374999999999999 0.048475000000000011 40.371455563000005 0.067985000000000018 72.327589083450007 90.321439350550008 0.091510000000000022 0.10020000000000003 0.10385500000000002 0.10787500000000003 86.135510041400025 86.538778761000017 35.771221912400001 89.576736448400013 97.32487278035002 99.524031531050014 99.755238930300024 40.467253020850002 0.12001500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 6 7 -2 -6 12 -10 -11 19 13 -4 15 16 -14 -16 -19 -1 -21 29 -23 -24 -25 28 -27 -28 -26 -22
right_child=1 -3 8 -5 5 -7 -8 -9 9 10 -12 -13 14 -15 17 -17 -18 18 -20 20 21 22 23 24 25 26 27 -29 -30 -31
leaf_value=8.0969822174022579e-05 -0.026515822314467141 0.0035882299041387501 0.00078614109806647006 -0.00014686272227579976 0.06374701528888109 -0.013774440267567571 0.035073253715540334 0.10012272804321661 -0.0061103658555648954 -0.0042205019353165592 0.0031376948907864835 -0.0030745806054793112 -0.00028527082519631694 -0.0043887373486207019 -0.00066455299910093946 1.916133199887594e-05 0.0078520456962183818 0.0047369731182753524 -0.00019349028868770709 -0.0066690147901897149 0.0033927641950959563 -0.059609128425786889 -0.001562612103184007 0.054300669277022942 -0.0078587591323213621 0.074237826953693853 0.0926688087757645 -0.07795509615122187 -0.088385516715642265 -0.00071345625030239503
leaf_weight=25.800011943729267 0.052270552049051067 0.53147722594870117 0.54044679159212017 2.0651931640043948 0.02258181561461825 0.016468350664354148 0.062540420103037286 0.023752073306241073 0.53401132247002081 0.51033470311290308 0.54641462871428637 0.57830038537214434 0.50215878394964419 0.54268728327872895 4.0825839563571273 1.5182044095362148 0.54552938381675631 0.55861038082587722 1.0705980252097331 0.59030761509946827 1.0491840118411624 0.049779863005823932 0.50777405968126887 0.027917171595618129 0.016886860188974673 0.020002065306471195 0.0070457979456932654 0.0090629394027463839 0.015726207288935257 2.5580331758622208
leaf_count=2955 26 18 42 138 21 43 30 21 59 19 55 30 75 164 418 70 16 82 31 74 29 17 37 14 26 14 9 44 15 41
internal_value=2.37291e-07 0.000308765 0.000176667 0.00182584 0.0247634 0.0571764 0.00703329 0.0823942 -0.000161072 -0.00232743 -0.00041579 -0.000135363 0.000207075 -0.00180665 0.000470571 0.00162492 0.00395182 -4.79922e-05 0.00149703 -7.99097e-05 -0.00093542 -0.000141179 -0.00357113 0.00104419 0.0147409 -0.00132917 0.0396373 -0.00332593 -0.0466892 0.000480866
internal_weight=44.9559 13.7259 13.1944 2.24281 0.177613 0.0628022 0.114811 0.0463339 10.9516 1.59076 1.05675 31.23 9.36082 1.08313 8.27768 2.56589 1.04769 5.71179 1.62921 30.6517 4.85172 4.26141 0.654195 0.604415 0.096641 0.0687239 0.0361108 0.0161087 0.0326131 3.60722
internal_count=4633 1328 1310 279 141 85 56 42 1031 133 74 3305 898 206 692 161 91 531 113 3275 320 246 176 159 122 108 67 53 41 70
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=31
num_cat=0
split_feature=3 3 1 0 2 0 1 1 0 1 4 4 3 0 0 3 0 3 3 1 1 1 4 1 3 0 0 1 2 1
split_gain=0.000172112 0.00113908 0.0150707 0.025824 0.00225107 0.00481604 0.000554252 0.0216429 0.00740251 0.00624523 0.0010206 0.00554604 0.00055091 0.000483129 0.00117493 0.00155169 0.000992832 0.000599362 0.000970703 0.00135306 0.00126931 0.0017427 0.000764675 0.00451348 0.0189321 0.0193952 0.0122115 0.00502057 0.000724348 0.000910278
threshold=0.079745000000000024 0.077080000000000023 72.327589083450007 86.681267041950008 -0.053874999999999999 91.109157582800023 62.014663695050011 61.971648364950006 86.538778761000017 61.821094709650005 40.621691032550004 41.489621506400006 0.079025000000000026 86.162394622750014 86.345209775600011 0.087475000000000011 86.09518316945001 0.10487000000000003 0.25799500000000009 61.944763783650011 61.966271448700006 62.046925192600007 41.444941515100005 61.987779113750001 0.10385500000000002 85.823648898300021 85.705356740550016 61.993156030000002 -0.043559999999999995 61.923256118600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 7 8 9 -1 -9 -12 -4 16 15 -15 17 22 19 -19 -21 -22 28 -24 25 26 27 -25 29 -2
right_child=13 2 12 4 -6 -7 -8 10 -10 -11 11 -13 -14 14 -16 -17 -18 18 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016374101677105433 0.0010993084220646896 -0.083236815573851167 0.0029949584803727535 0.090220549782592807 0.098745499065522255 -0.10004861739022511 -0.00032605018317748803 0.099046668832504625 0.0011578613539463811 -0.090279775785205268 0.098928502446630415 -0.050401745297869609 -0.0016421570064361537 0.00044574894041754097 -0.00016672463803871706 -0.0070368760803219193 0.0028144501307750332 -0.0066068137285460781 0.0015074855132536521 0.0032969076268245245 -0.0067755438660788191 0.0013921360781052384 0.0012573628954644324 0.10005486268103114 0.097853252296680682 -0.083938442373400091 0.068454315003479843 -0.093264981085605353 0.001631678317129087 -0.0032521943204872235
leaf_weight=0.015031299082293614 0.89126642580116699 0.01084674865776647 0.52308273063032495 0.0045559981772385063 0.037005975700594718 0.0018789484121271016 6.2444848026311357 0.018001958790910377 0.50653048236324594 0.016866910420298642 0.010251920217797306 0.0032836694090860883 0.50215828187037093 0.52750541584100819 26.557617688182226 0.58391118158760946 1.5821217910342964 0.53044671220301687 1.0295416669518997 0.5160632355036795 0.53193219040662121 0.51332682180843392 1.0677111612437071 0.0016111891018225641 0.025214579742169008 0.020617736508029338 0.029110980495715921 0.0080821699316340201 1.5928164487820149 1.043624439388682
leaf_count=358 57 26 184 67 39 23 883 9 10 67 71 23 117 15 2082 33 52 41 16 6 22 28 110 1 6 28 25 133 64 37
internal_value=5.7596e-07 0.00042453 0.00344259 0.0547893 0.089253 0.0346636 -5.35829e-05 0.00293154 -0.00178457 -0.0485091 0.0834478 0.0627017 0.000723721 -8.97468e-05 -0.000300032 -0.00348544 0.000530319 6.70954e-05 -0.00100619 -0.00224339 -0.000760955 -0.0027644 0.000782913 0.0030194 0.025248 -0.00556064 0.0360835 -0.0611322 5.23488e-05 -0.00124777
internal_weight=44.9465 7.89398 1.07953 0.0542877 0.0434409 0.00643495 6.81445 0.569966 0.538429 0.0318982 0.0315375 0.0135356 1.02524 37.0525 27.669 1.11142 9.38349 7.80137 3.12131 2.09177 1.56132 1.04526 4.68006 1.15235 0.0846367 0.0594221 0.0388043 0.00969336 3.52771 1.93489
internal_count=4633 1877 456 155 129 90 1421 538 435 425 103 94 301 2756 2130 48 626 574 113 97 56 50 461 303 193 187 159 134 158 94
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=3 3 0 3 2 1 2 2 2 4 2 3 2 4 1 1 0 0 2 2 2 0 3 3 4 2 2 0 2 4
split_gain=0.000177458 0.00161141 0.00249013 0.00110155 0.00171648 0.0266889 0.00620514 0.0148448 0.00170458 0.00197844 0.00337291 0.000729749 0.00120895 0.0027065 0.000790362 0.00745561 0.00607918 0.00329629 0.00106603 0.00352602 0.00326569 0.00213329 0.00198246 0.000881489 0.000757336 0.000705178 0.00263732 0.00307154 0.00160748 0.00144193
threshold=0.091510000000000022 0.092185000000000031 86.09518316945001 0.088145000000000015 -0.056184999999999992 71.830224329350003 -0.0057149999999999996 0.0027500000000000003 -0.082484999999999989 40.890797847750008 -0.14510999999999999 0.08729000000000002 -0.086800000000000002 40.858951393400005 61.93938686740001 61.923256118600001 85.866664228400012 85.732241321850012 -0.081984999999999988 -0.083004999999999982 -0.017745 85.431134011250023 0.07771500000000002 -0.10978499999999999 48.96897326980001 -0.076544999999999988 -0.083834999999999993 102.32271644485002 -0.088465000000000002 36.377496227400009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 11 8 6 -6 -8 9 -5 -11 14 13 -13 15 16 17 18 19 21 -20 22 23 24 -1 26 28 -28 -3 -27
right_child=1 25 -4 4 5 -7 7 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.030698744355061515 0.00026365915992064581 -0.00057047872676181481 0.008472019216082597 9.1652848288427792e-05 -0.10083811571918321 0.00085978945542918191 0.032372850088979825 -0.10036355599292975 0.0041825387997011043 0.0008761325144937646 -0.010183771298925635 -0.0011117591422467705 -0.0015388722955623892 0.0089020980232749711 -8.9470560604654978e-05 0.091380160317876769 -0.052886296065188403 0.10010495363709154 -0.10021494759340466 0.10014609321362387 0.042812189506874154 -0.10015875720049608 0.081397848307904211 -0.05841023237286868 -0.020920344718267019 -0.0046622736392509263 -0.010433264039068932 0.00029906916599553687 0.0048701330704309089 0.00065657869537035451
leaf_weight=0.0060584619172502109 1.0078062053622669 5.2690606485249267 0.58359594671977877 2.0430373945494797 0.029969042542376201 0.51498333217140424 0.015811526816492227 0.018036562744010887 0.57084918188791522 0.50606118581210469 0.60586378250890793 0.51726877034065377 0.58205958626428422 0.5643891600934694 18.262757354072555 0.0097677777271846095 0.016977081685708661 0.0044950064038857809 0.0031607155209663063 0.0042819879017770282 0.0032254912885955117 0.0019220810313989025 0.0032398698196354206 0.0025634968085026843 0.0053541449931344687 0.53317726698291146 0.56924605494467451 0.50167992994280075 0.60546448911204098 11.572395566104481
leaf_count=136 18 495 49 87 15 121 9 44 79 16 89 25 76 48 2295 30 24 2 12 1 146 5 22 91 19 75 55 9 56 484
internal_value=1.2576e-06 0.000216838 0.00327381 -0.000181934 -0.00163298 -0.00669936 -0.0676992 -0.0383581 -0.000845924 -0.00175576 -0.00515017 0.000130571 0.00213585 0.00411329 -5.14997e-05 0.011308 -0.00394458 0.0202787 0.00824026 0.0181158 -0.027976 -0.000237884 0.0109178 -0.00542053 0.00648201 -3.85219e-05 -0.000841738 -0.00540566 -9.736e-06 0.000422315
internal_weight=44.9346 20.6424 1.5914 24.2921 4.30461 0.5788 0.0638171 0.0338481 3.72581 3.15496 1.11192 19.9875 1.66372 1.08166 18.3238 0.0610461 0.0512783 0.0343013 0.0298062 0.02342 0.00638621 0.0191381 0.017216 0.0139761 0.0114126 19.051 6.94545 1.07093 5.87453 12.1056
internal_count=4633 1241 67 3392 460 189 68 53 271 192 105 2932 149 73 2783 488 458 434 432 274 158 273 268 246 155 1174 615 64 551 559
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=4 4 4 1 3 0 1 4 3 4 1 3 3 0 3 1 3 4 4 0 1 1 3 3 4 4 1 3 0 0
split_gain=0.000191203 0.00110398 0.0022902 0.00118673 0.00103479 0.000774715 0.00109412 0.000773447 0.00376484 0.000750931 0.00585021 0.000735972 0.00139906 0.000718564 0.001773 0.000505677 0.00210775 0.00543816 0.0247946 0.00201821 0.00910029 0.00918276 0.0117795 0.00452886 0.00152157 0.00446765 0.000791475 0.00105458 0.00514276 0.00445868
threshold=40.542362378300005 40.148327922700012 40.003678352300007 72.04530097975001 0.098085000000000019 85.823648898300021 61.821094709650005 40.986363433950011 0.10307000000000002 41.184662530950007 62.020040611300011 0.087795000000000026 0.084995000000000029 85.990333302400003 -0.222165 69.999384342500022 0.093185000000000032 35.119813570500007 39.955516828000007 96.082805124100005 70.128430332750014 70.940344688150006 0.091385000000000022 -0.089139999999999997 39.262923716450011 38.536700832000001 61.987779113750001 0.091275000000000023 89.980005167950011 93.308316333500017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 13 -4 6 -1 8 11 10 -9 12 -2 -3 -15 16 26 -18 24 20 -17 22 -22 -23 25 -19 -7 28 -28 -30
right_child=7 3 4 -5 -6 15 -8 9 -10 -11 -12 -13 -14 14 -16 19 17 18 -20 -21 21 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00026489495242475197 -5.7933998649367651e-05 0.0015687301483039502 -0.0077106034157456817 -0.00070789503499314179 -0.001484764073407664 -0.0023973948124467012 -0.0053317002709537022 -0.0025120713522375367 -0.0090747945113099689 -5.4957129503338672e-05 0.0098502869957584911 0.00044149696045300715 -0.0064026393929879832 0.00034655538584985117 0.0083802314490521081 -0.00064792298549799028 -0.002839349016676498 0.05167595048751087 -0.00042776203146920608 0.00062427435831579378 -0.07616056791947852 0.0012850490647544973 0.021309088867251951 -0.10029010861304494 0.057255003619867878 0.010699227517154838 0.00073995349766195484 -0.001947075882218077 0.012887817195522967 0.064698217713521383
leaf_weight=0.88689703941708309 1.0488148519927847 2.0435877370866824 0.54488469643987325 1.5378890259653388 0.52341501939486079 1.0024402610228538 0.57629584810486445 1.0097418414311534 0.54856372904866635 21.261714757135181 0.6165242391336031 3.5418871788626376 0.51979081195406163 0.5033479597477708 0.60478964128674284 0.54515450787039288 0.51345752106408304 0.074908286012941971 0.4998655483359471 5.1696514392231583 0.018833729413927358 0.005388563664382672 0.036290414469470456 0.023674941777763081 0.055449528372264467 0.041264875369961374 0.57041023094127019 0.51554796478228582 0.058748394292479134 0.023157474312938575
leaf_count=179 127 39 63 71 9 17 98 38 26 2600 69 67 17 8 58 28 18 41 4 705 23 10 34 85 15 19 61 17 66 21
internal_value=8.87547e-07 0.000273284 -0.000246862 0.0015694 -0.00466024 0.000197201 -0.00193939 -0.000155366 -0.00120217 0.000103457 0.00217455 -0.000357121 -0.00216039 0.00268061 0.0047311 0.000538709 0.00151581 0.00490783 0.0108318 -2.66334e-05 -0.00537343 -0.0359733 -0.0119924 -0.0814574 0.0436261 0.037121 -0.000336171 0.00143309 0.00410455 0.0275363
internal_weight=44.9224 16.3754 11.6857 4.68961 1.0683 10.6174 1.46319 28.547 5.65906 22.888 1.62627 5.11049 1.56861 3.15173 1.10814 9.15424 3.35525 1.18495 0.671488 5.79899 0.629342 0.0841876 0.0551241 0.0290635 0.171623 0.116173 2.1703 1.16786 0.652316 0.0819059
internal_count=4633 1689 1513 176 72 1441 277 2944 237 2707 107 211 144 105 66 1164 279 97 79 885 180 152 57 95 75 60 182 165 148 87
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=0 0 2 3 0 2 3 2 2 4 4 3 4 1 0 4 1 0 4 1 4 4 3 3 3 3 1 3 2 3
split_gain=0.000176229 0.000640112 0.00318962 0.00731303 0.00607451 0.00192037 0.00159695 0.000787322 0.000597054 0.00040881 0.00145147 0.00105493 0.000504301 0.000448285 0.00038696 0.00105932 0.00136178 0.000361123 0.000345467 0.00507029 0.00955967 0.00719324 0.00353118 0.000503916 0.000327063 0.00156149 0.00422331 0.000980799 0.00182297 0.00175797
threshold=85.769879735700016 85.732241321850012 -0.088039999999999993 0.082535000000000011 83.933662832600007 -0.096559999999999993 0.096715000000000009 -0.124155 -0.086139999999999994 48.109449608500007 42.455548714850003 -0.25098999999999999 48.914776625700007 61.740440965750004 85.866664228400012 41.319407281650008 61.998532946250002 85.683849075550015 38.983591653800012 61.966271448700006 41.559097512700014 42.055256506450007 0.08574500000000003 0.077440000000000023 0.090465000000000031 0.08846500000000003 71.830224329350003 0.092185000000000031 -0.083330000000000001 0.092895000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 9 -5 -6 -4 10 13 -11 -13 -1 15 -2 -17 18 -10 20 -20 -22 23 -23 25 -16 -27 28 -26 -29
right_child=14 -3 8 4 7 -7 -8 -9 17 11 -12 12 -14 -15 24 16 -18 -19 19 -21 21 22 -24 -25 27 26 -28 29 -30 -31
leaf_value=0.026916339097952144 -0.0051367807385418731 0.003847032860031999 0.003604975151631367 -0.059513636368730409 -0.049838976592933515 0.066932138229894009 0.041932801033663668 -0.09992176973282986 -0.00032693528736835219 -0.028363053394154132 -0.10005076899189701 0.059251492691036536 0.0081487914453570644 -0.044798179466726207 5.8190529181552843e-05 -0.003350428772582778 0.0038257199485604038 -0.0024534324789367151 0.077564579750870388 -0.00018838669113009583 -0.10062556558685543 -0.015679714442710237 0.051742372391471531 -0.10025632104986847 0.0071314790276144086 -0.0098580429111535511 -0.00034949556116007979 -0.0055833164927391807 0.00057922571116801125 0.00023988544932345538
leaf_weight=0.0034017406243137963 0.5503221703984299 0.53963127487077134 0.52314050705445003 0.0021304287363932417 0.00393100526668022 0.0056065086523632282 0.005712587259722568 0.015577135906568174 1.4190095893506531 0.0043892624559997984 0.0016841210710566903 0.003762404783628881 0.003967384787401329 0.0011719388182736198 18.907538738290071 0.52375397190917261 0.53410158531369234 0.5206312549416906 0.024177952420245702 0.52001176728503884 0.0066566504893392784 0.0011024486226958998 0.011066028435665842 0.0019514013391699336 0.57579227972158031 0.60699097812954361 2.0270569616448215 0.53646398555825925 1.61726605272508 15.419642722500305
leaf_count=112 14 18 13 94 29 13 28 66 57 26 89 17 32 131 2244 15 27 13 39 87 25 80 35 14 43 80 103 60 118 911
internal_value=9.16641e-07 0.000670065 0.000113279 -0.0246047 -0.0599484 0.0157019 0.0143765 -0.0898298 0.000532365 7.23016e-05 -0.0206839 0.01079 0.0330226 0.00854054 -5.77158e-05 -0.00157841 0.000272743 -0.000109415 0.000505698 0.002597 0.034817 -0.014929 0.0254716 -0.0697239 3.89918e-06 -0.000259589 -0.00254065 0.000316638 0.00229953 4.41022e-05
internal_weight=44.9176 3.61871 3.07908 0.0513345 0.0273512 0.0239834 0.00784302 0.0195081 3.02775 0.0183769 0.0062578 0.0121191 0.00772979 0.00457368 41.2989 1.60818 1.05786 2.50461 1.98398 0.564966 0.0449545 0.0207765 0.0141199 0.00305385 39.6908 21.5416 2.63405 18.1492 2.19306 15.9561
internal_count=4633 1018 1000 637 217 420 122 95 363 407 332 75 49 243 3615 56 42 350 337 280 193 154 129 94 3559 2427 183 1132 161 971
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=31
num_cat=0
split_feature=2 4 3 4 2 0 2 4 2 4 3 4 2 4 3 0 4 4 1 4 0 3 3 2 1 4 0 1 3 0
split_gain=0.000206204 0.00229099 0.00332183 0.00160807 0.00371401 0.00282254 0.00261604 0.0022307 0.0007763 0.00127551 0.00198758 0.00157003 0.000720057 0.000502248 0.000375075 0.00103086 0.00120884 0.000328799 0.000838629 0.00132186 0.00122789 0.00122125 0.001128 0.00202083 0.000931355 0.000633286 0.000543689 0.000761637 0.00192655 0.00702754
threshold=-0.13734499999999997 39.955516828000007 0.67135500000000015 38.110427674550003 -0.23168999999999998 86.264556031700025 -0.14510999999999999 38.983591653800012 -0.58835000000000004 35.771221912400001 0.09803000000000002 35.374259656300005 -0.60414999999999985 39.427119987250002 0.085345000000000018 87.028078140750011 41.542492784600007 40.574766824850009 62.057679025150001 40.250747516500006 85.823648898300021 0.095830000000000012 0.10990500000000002 0.20852500000000004 61.821094709650005 40.806664626150003 86.692020874450009 70.940344688150006 0.087125000000000022 87.525442894850016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 8 -7 12 10 11 -10 -1 -9 -3 16 -16 18 19 20 24 -22 26 -24 -2 -19 -20 28 -28 -30
right_child=17 14 -4 4 -6 7 -8 13 9 -11 -12 -13 -14 -15 15 -17 -18 25 22 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.01511891576267391 0.00024814321160624429 8.0178232188582424e-05 0.099132024068650001 -0.10016436743720114 -0.10034973645028245 -0.062171621614355403 0.063527495007753843 0.054462714806896718 -0.057441905466570777 -0.072830687476559533 0.099919320067271875 0.076064734865772393 -0.10019522620849242 0.0080277265949160737 -0.0031384233272538707 0.0055131489269085983 0.0036048946419308496 -0.0015227654412736293 -0.0030075957817777906 0.0044860846656186578 4.3895763303723294e-05 0.0044597763090466402 -0.0072297566912797196 0.0013302605277722463 -0.0049104014628610654 -8.5546824939473323e-05 0.0001540810669712245 -0.00027450082910499403 -0.00018244022344215464 0.021556286285860773
leaf_weight=0.0017525557345159093 0.88432555334650575 2.0501126011393302 0.0021508510480998657 0.0032956714820571156 0.0080601461391101026 0.0037185988294547454 0.0042208503087046408 0.0043078185284504134 0.0033894522074928053 0.0023964042289796178 0.001856383198831274 0.0011901466431183394 0.0023009668971443733 0.0050716272089630365 0.52706639642073561 0.57677570581506943 0.53638175265393784 3.5814290824154353 0.52263813088152922 1.0617995543341292 1.5507550083275421 1.0505617169837931 0.59008892628351295 0.51779440400035481 0.57924520297680715 21.297849869594806 2.1037474454383296 6.7163346193709943 0.51091153454035509 0.209762676055675
leaf_count=47 62 878 3 13 46 29 18 25 140 138 11 9 23 21 31 183 39 63 39 25 31 19 99 25 20 1801 112 532 4 147
internal_value=7.97651e-07 0.000712355 -0.0220469 -0.0283181 -0.0447702 -0.0174439 -0.0048001 0.0033698 -0.0271812 -0.0105534 0.0126352 -0.0227462 -0.0634122 0.0293545 0.000981934 0.00210904 0.00026277 -6.3728e-05 0.000285404 0.00134429 0.00052362 0.00182728 -0.000200539 -0.00322904 -0.00179348 -0.000292438 0.000132869 0.000304903 0.0016827 0.00614493
internal_weight=44.9113 3.73405 0.0437115 0.0415606 0.0244539 0.0163937 0.0171068 0.013098 0.0128859 0.00883239 0.00643598 0.0045796 0.00405352 0.00937945 3.69034 1.64022 1.06345 41.1772 16.298 5.12669 4.06489 2.60132 11.1713 1.10788 1.46357 24.8793 10.0634 9.54076 2.82442 0.720674
internal_count=4633 1654 523 520 134 88 386 75 368 298 160 149 70 46 1131 253 70 2979 1115 157 132 50 958 124 82 1864 834 795 263 151
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=3 3 2 4 1 1 0 4 2 2 1 4 3 0 1 0 4 1 0 0 4 4 4 4 0 0 0 1 0 4
split_gain=0.000208415 0.0011476 0.000599929 0.000947143 0.000918004 0.000851145 0.000277458 0.00118225 0.0114606 0.021799 0.0194829 0.0140624 0.0189655 0.0025668 0.00249654 0.00121443 0.00226656 0.000816241 0.00154609 0.00125529 0.00112174 0.000809015 0.0012684 0.00135737 0.00154505 0.000773111 0.000672995 0.000653432 0.000939054 0.00239681
threshold=0.11636500000000001 0.11148000000000002 0.0041150000000000015 40.21994457600001 62.068432857650002 61.907125369850007 86.135510041400025 41.444941515100005 -0.083834999999999993 -0.082654999999999992 61.950140699950005 41.685324604100011 0.10385500000000002 85.769879735700016 62.041548276350007 85.398872513700013 43.847983878700006 61.993156030000002 86.420486603250012 86.420486603250012 41.319407281650008 38.804629908750009 40.165165956550005 40.467253020850002 85.823648898300021 86.103248543850015 85.121961326250016 62.009286778800011 86.692020874450009 33.96174662340001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -5 7 21 -9 -10 15 -12 13 14 -13 16 -11 18 -8 20 -19 26 25 -24 -25 -23 -1 -21 -29 -30
right_child=2 -3 -4 4 -6 -7 17 8 9 10 11 12 -14 -15 -16 -17 -18 19 -20 27 -22 22 23 24 -26 -27 -28 28 29 -31
leaf_value=-9.244831105220566e-05 -0.004729396641737142 0.0044687270350928249 0.0025345569401810661 3.0163736053999603e-05 0.00068355641604090451 -0.0040424294261396472 -0.0048020453022541302 0.00085380114050950969 0.098810403593986573 -0.10019802762000669 0.080054809760669893 0.033950871545956461 0.072059940432142741 -0.10100100936077179 -0.10011492284383768 -0.10046158418395371 0.062972073020662253 0.0061598936919164508 0.00016022974403479448 0.0033366749051725259 0.00099210005310633779 -0.006606950272838529 0.0045369650071043271 0.00052071167036688959 -0.0056711858769488178 -0.0011987453438528479 0.0043205616955103538 -0.0022603178617058082 -0.038486981265749697 -1.509242893686421e-05
leaf_weight=0.86923000678263729 0.56597456208732033 0.58870218751578463 0.57770818793531997 1.0038360868202292 3.0477081325594426 1.0498775571765007 1.0387392888587821 2.5979364464262171 0.035074286773124186 0.0021357699381397968 0.030233707220759243 0.0033601965162688421 0.01480849208564905 0.01391689846434474 0.0023677525940266619 0.014377231665065437 0.0014155270945659382 0.57050234830240087 1.5873702399317462 0.52514538897958374 1.592519963494851 0.55899137983204761 0.5361209702027171 1.5339934995893432 0.54658254655396366 0.50142670402419753 0.57362896921404172 2.0830243669077246 0.016205235850871413 22.826407859559012
leaf_count=215 94 75 77 11 55 31 25 392 6 93 25 23 12 22 35 22 37 19 47 17 50 53 16 136 32 6 20 90 196 2701
internal_value=7.2409e-07 8.73029e-05 -0.000535296 -0.000848223 -0.000417628 -0.00205178 1.95598e-05 0.00054987 0.00223649 0.0327586 0.00471637 0.0302822 -0.0133946 -0.0778111 -0.0214677 -0.0875265 -0.0351593 -0.000117851 -0.00180256 4.23672e-05 0.00235512 -0.000344711 -0.00113212 5.02004e-05 -0.00110595 -0.00404964 0.00166201 -0.00015419 -0.000227737 -4.23855e-05
internal_weight=44.9093 38.6642 6.2451 5.6674 5.10142 2.05371 38.0755 7.8356 2.71563 0.11769 0.0826156 0.064687 0.0344533 0.0196448 0.00572795 0.0179285 0.0035513 30.2399 2.62611 27.6138 2.16302 5.11997 3.67712 2.6167 2.08058 1.06042 1.44286 25.4508 24.9256 22.8426
internal_count=4633 4365 268 191 97 42 4290 1145 667 275 269 117 92 80 58 152 130 3145 72 3073 69 478 243 184 168 59 235 3004 2987 2897
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=31
num_cat=0
split_feature=1 1 0 4 0 4 0 4 2 3 0 2 2 1 2 2 1 2 0 3 3 1 4 3 3 4 3 0 3 0
split_gain=0.000179078 0.00274708 0.00269491 0.0179935 0.00763329 0.00316406 0.00691838 0.0117629 0.00151267 0.00129596 0.000775743 0.00666181 0.0172803 0.00995067 0.00948932 0.0140469 0.0113485 0.00854435 0.0226371 0.0135153 0.0242853 0.00762167 0.0070356 0.00480035 0.00237464 0.00205029 0.00140133 0.00631345 0.0128517 0.00854529
threshold=63.910026677050006 62.678712853250012 89.861713010250014 38.751720283100006 86.162394622750014 36.772607578000013 89.576736448400013 35.374259656300005 -0.088039999999999993 0.080545000000000019 96.631250582750013 -0.10771499999999999 -0.11051999999999999 66.235542959850008 -0.117885 -0.13006999999999999 67.606656606400023 -0.070854999999999987 91.625341543800019 0.092385000000000023 0.090465000000000031 71.504920895500007 39.788107623550012 0.084995000000000029 0.076615000000000016 37.500638522700008 0.08376500000000002 95.746747857800017 0.099465000000000012 93.910530954700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 9 6 7 -2 -6 -5 11 12 13 -4 15 16 -15 18 -13 20 21 25 -18 24 -24 -20 -19 28 29 -28
right_child=2 -3 10 4 8 -7 -8 -9 -10 -11 -12 17 -14 14 -16 -17 22 26 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=8.5164919785276558e-06 -0.091141852222496142 0.0067819162210284965 -0.10023881969320488 0.053575239079167239 -0.056357105468915938 -0.0031628793407252015 0.096083208936953379 0.074988935397469564 -0.10048448238313917 -0.054412629444489317 0.00016260401599903991 0.043642303604869925 0.099900650024030813 -0.07182989582267417 -0.053938720247283294 0.098625254360142828 -0.10009075485211925 0.00066782228927517271 -0.03360597877208002 -0.10032199351018752 0.044156547260042291 -0.0097897717180644144 0.013743443403746331 0.068282459547491001 -0.10015019259958598 -0.10024957828590411 -0.029466527254125088 -0.00099000060042470561 0.0096465487376396139 -0.10048745248160672
leaf_weight=27.156351339650314 0.0078751417774501897 0.61226697537101316 0.0084908146824318464 0.0052517448119360202 0.011562614104186686 0.038571141069539072 0.012718460144242272 0.0092894925619475543 0.02367320907133319 0.0014096217446302184 13.980079098767463 0.036491323509835971 0.022747518925826049 0.015144631229453864 0.017203681174919438 0.020610931691408041 0.003723189555380201 1.5866393099646248 0.0053828732052352271 0.033416504981905959 0.03172710731450934 0.016788521791568201 0.0074238362537233371 0.024554232270588727 0.0024297685232275157 0.032417809644698536 0.066273806105009103 1.0171062395820625 0.06999175251894485 0.022759654086542014
leaf_count=1477 33 85 19 37 38 31 11 10 37 85 1910 26 9 18 19 70 34 106 13 67 10 22 75 29 60 109 88 13 46 46
internal_value=9.99624e-07 0.000157862 -0.000253257 -0.0158301 -0.0674452 0.0157607 0.0401861 -0.00123194 -0.0860041 0.0307238 -0.000152271 -0.00159966 0.0212625 0.00329903 0.0129501 0.0285245 0.00140433 -0.00255776 -0.0253099 -0.0463246 -0.02542 -0.0658578 0.030491 0.044621 -0.0143412 -0.0907594 -0.00127122 -0.00388704 -0.0224162 -0.0476216
internal_weight=44.9004 27.7686 17.1318 0.110351 0.0418972 0.0684542 0.0298831 0.0171646 0.0352358 0.00666137 17.0214 3.04132 0.122329 0.0995811 0.0910903 0.0738866 0.0532757 2.91899 0.156224 0.119733 0.0863163 0.0545892 0.038131 0.0344078 0.0098536 0.0378007 2.76277 1.17613 0.159025 0.0890335
internal_count=4633 1562 3071 282 197 85 54 43 75 122 2789 879 333 324 305 286 216 546 247 221 154 144 198 164 135 122 299 193 180 134
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=4 3 0 2 1 1 4 1 2 0 1 3 2 2 2 2 2 0 0 4 1 1 2 2 0 2 4 1 0 0
split_gain=0.000185983 0.00199744 0.00354096 0.00120975 0.000842546 0.00214537 0.000799625 0.00322966 0.000874856 0.000828379 0.000792781 0.00236775 0.0158219 0.011087 0.0101051 0.0057215 0.00157764 0.000762307 0.00239788 0.0152976 0.00723449 0.00549688 0.00452716 0.0135294 0.00692165 0.00489737 0.000719557 0.00464533 0.000664886 0.000619239
threshold=40.574766824850009 -0.27118499999999995 89.576736448400013 -0.13734499999999997 69.873026810350026 70.128430332750014 40.986363433950011 62.041548276350007 -0.057599999999999998 97.139369169350019 62.084563606450011 0.10990500000000002 0.20852500000000004 -0.117885 -0.025719999999999996 -0.16164499999999998 0.0041150000000000015 87.028078140750011 93.972365491700018 39.656620114300004 64.630533455950015 68.20618276945001 -0.051199999999999996 -0.072755 91.498984011650009 -0.10771499999999999 41.184662530950007 62.068432857650002 86.420486603250012 94.770837556450019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 -2 -9 -10 16 17 13 15 -15 -13 -3 -12 19 22 -21 -22 23 24 25 -19 27 28 -8 -20
right_child=6 10 4 -5 5 -7 26 8 9 -11 11 12 -14 14 -16 -17 -18 18 29 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.029430504991918155 -0.0084813737651789536 0.00064593067270785759 -0.1002583683016858 0.087053317183164808 0.074870905443693042 -0.10004808717763994 -0.0043650204560430053 0.00074784438669176596 -0.0055033907492557143 -0.00060024703425941945 -0.0024768565566344125 0.065157730827055366 0.00090961680005592529 -0.10066182428504973 -0.028796030816731613 -0.031263822455766054 0.0060361819769830377 -0.016199571589962668 -0.0033951679357772909 0.10012065344076644 -0.0045638602819228352 0.071499318036236367 -0.0021524073484006064 0.073662124418232874 -0.032788081220340777 0.045069075225349392 -7.3414276955936848e-05 0.0092404550733648366 0.00069447947609285407 0.00013177149599787364
leaf_weight=0.0014806345148155042 0.55966330243484375 6.5507362855806965 0.0053657079815820907 0.0022411108802785637 0.0011269192036706954 0.0018559781053277824 0.53320373746464722 2.5630271368838291 0.52280161363342648 1.01073306385949 1.0202713011136459 0.012288950385768604 0.51635408570900942 0.034502039797876249 0.045195543209009925 0.012327349067342064 0.59206355709212477 0.020879436447899025 0.53448409940412123 0.021771491217805305 0.022131591162292352 0.016647702224872774 0.57812151642428933 0.033116861827693356 0.03916732892515995 0.034775075007928535 21.240969775679385 0.58478354884362227 0.50642973740468733 7.254685470084338
leaf_count=63 85 252 7 4 2 59 40 73 23 35 59 29 25 59 32 17 50 30 72 20 31 26 56 23 34 25 2600 54 13 735
internal_value=1.29533e-07 0.000256525 -0.040409 0.0407122 -0.0765722 -0.0339648 -0.00016152 -0.001356 -0.000382547 -0.00227179 0.000284833 -0.000281096 -0.00626661 -0.041789 -0.0599076 0.0168718 0.00109273 0.000106853 0.000414958 0.00575128 0.0539889 0.0280896 0.00161449 0.0186361 -0.000581923 0.0220834 8.1719e-05 0.00211025 -0.00190042 -0.000110243
internal_weight=44.8732 17.3516 0.0120704 0.00372175 0.00834861 0.0029829 27.5216 4.65623 4.09656 1.53353 17.3395 10.1967 0.620668 0.104314 0.0796976 0.0246163 7.1428 9.57605 8.55578 0.766611 0.0605508 0.0387793 0.70606 0.127939 0.0948218 0.0556545 22.8654 1.62442 1.03963 7.78917
internal_count=4633 1710 135 67 68 61 2923 216 131 58 1575 1273 162 137 91 46 302 1111 1052 245 77 57 168 112 89 55 2707 107 53 807
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=31
num_cat=0
split_feature=2 2 1 3 2 0 2 0 2 1 3 0 3 0 3 0 2 2 4 2 0 1 0 0 3 3 2 4 1 2
split_gain=0.000202028 0.00283788 0.0242418 0.00350045 0.00333658 0.00156703 0.00579611 0.00209469 0.000945764 0.0012899 0.0100777 0.0122705 0.00407338 0.00373727 0.00297769 0.00613588 0.00288458 0.00311743 0.00234281 0.00592435 0.00228068 0.00189093 0.0015674 0.00767186 0.0168909 0.012281 0.0210882 0.0108908 0.00718144 0.00274707
threshold=-0.064729999999999996 -0.053874999999999999 63.452988794850008 -0.27297999999999994 -0.059424999999999999 86.345209775600011 -0.017745 86.393602021950016 -0.072755 75.28220456885002 0.088260000000000019 98.51854819030001 0.087475000000000011 100.53758024625002 0.085235000000000019 97.491557184450016 -0.084729999999999986 -0.086139999999999994 34.424709467050008 -0.117885 101.19356403005001 80.13218303615001 93.501885318850015 96.631250582750013 0.090465000000000031 0.090665000000000009 -0.10040499999999999 43.426369480700011 71.504920895500007 -0.117885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -3 -2 6 -5 -7 9 18 11 14 13 -13 15 -11 17 21 19 -1 -18 -15 -20 24 27 -26 29 -24 -29 -27
right_child=1 3 -4 5 -6 7 -8 -9 -10 10 -12 12 -14 16 -16 -17 20 -19 22 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.093427185414173552 0.062944746643368146 -0.10010362265687237 -0.0023040240257626138 -0.010848462210336175 0.030457105740122822 0.0065012744957265341 0.00064584997036682865 0.00015687827789572173 -0.0039839769502070218 -0.068539260474971511 0.00092954832899188157 -0.081321252893162332 0.07623592162616212 -0.10002254684104069 0.097871016879240935 0.093082329152577775 0.009703961381975882 0.09929440959954329 -9.1055977674364546e-06 0.06266673961851553 -0.10016029410488488 0.015399375528276193 -0.089844247759975918 -0.0013104224767824888 0.086319036228156829 0.048966916708792323 -0.10019969553278346 -0.07627534445868972 0.077873979603174159 0.0014459868845863768
leaf_weight=0.0029230236730857567 0.060906391678145155 0.0034918198193832897 0.567801216636175 0.60152253998721361 0.065729058818765007 0.53773842391092586 1.6207552386327684 16.142736662484172 0.63928603058338751 0.0037009282366726945 1.5832069842140963 0.0068305509114185972 0.0056633546666060566 0.0016325195567018129 0.026234240824123845 0.0064302453016011896 0.0035497460048648883 0.0042699642924759465 20.25773566002837 0.014458642062870584 0.0040400088153301587 0.010871467775920126 0.045123802308705829 2.546070549300564 0.01468099292833358 0.02016269304283469 0.020334863028184103 0.0050768403012622088 0.0074678050039844734 0.03066659385569892
leaf_count=93 18 88 81 77 25 9 230 1044 96 72 317 31 15 53 11 7 5 7 1247 25 39 538 125 117 3 32 55 113 41 19
internal_value=2.79508e-07 0.00024119 0.00651957 1.05815e-05 0.0460823 2.90751e-05 -0.00246541 0.000361406 -0.000186653 -8.80562e-05 0.002607 0.0388764 -0.00178555 -0.0159504 0.0800886 0.0340418 0.00237676 0.0255222 -0.000282449 0.0364169 -0.0487765 0.000329899 -0.000310247 -0.00257842 -0.025074 0.00304444 -0.0141349 -0.066931 0.0154895 0.0202963
internal_weight=44.8611 19.6007 0.694437 18.9062 0.126635 18.9028 2.22228 16.6805 25.2604 24.6211 1.65643 0.073223 0.0368576 0.0311943 0.0363654 0.0101312 0.0243637 0.016774 22.9647 0.0173817 0.00758975 0.012504 22.9473 2.68958 0.143514 0.0858451 0.0711641 0.0576684 0.0125446 0.0508293
internal_count=4633 1572 124 1448 43 1360 307 1053 3061 2965 1095 778 688 673 90 79 642 598 1870 118 44 591 1752 505 388 109 106 279 154 51
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=4 1 3 4 3 2 4 0 4 4 0 0 1 4 2 2 3 4 4 3 4 3 0 3 3 3 1 4 0 3
split_gain=0.000222569 0.000730271 0.00198113 0.0142485 0.00858053 0.00120161 0.000698547 0.00343903 0.00130063 0.000662781 0.00267591 0.000658958 0.00182868 0.00999922 0.0167218 0.0178389 0.00436417 0.00182652 0.00125422 0.0160215 0.0070091 0.00412777 0.00103401 0.000636817 0.000558304 0.000662287 0.000512793 0.0119064 0.00499555 0.00639498
threshold=40.574766824850009 62.084563606450011 0.10990500000000002 37.817254840650008 0.13026500000000005 0.0041150000000000015 39.656620114300004 85.823648898300021 40.148327922700012 40.986363433950011 86.538778761000017 87.525442894850016 70.940344688150006 38.751720283100006 -0.060989999999999996 0.022350000000000005 0.094385000000000011 39.354247760400007 36.165040341950011 0.091885000000000022 37.892416320650007 0.084565000000000015 96.324766355850002 0.12001500000000002 0.087795000000000026 0.080545000000000019 74.927328095600004 42.527280425250005 98.031937268650012 0.12140000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 11 -4 -5 6 7 -1 -8 10 -2 -3 13 18 16 -16 -15 -17 -13 20 21 -20 -14 -10 25 -12 -11 28 -28 -30
right_child=9 2 3 4 -6 -7 8 -9 23 26 24 12 22 14 15 17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.001289676715594766 -0.0077156724520193939 -0.002295283166066042 -1.9631677900506104e-05 -0.075420074032798379 -0.0080279756032670853 0.0053838493935042617 -0.0018470267310142789 0.0086831497025773152 0.0028234131571972837 -8.7543946427378103e-05 0.0002211144918160123 0.0021897030483657037 -0.0044729844114061897 0.016769388430289169 0.1000840923388938 0.014928290122097225 -0.038764888119786754 -0.048991760420254743 0.015432697452633365 0.040057376503604816 -0.078220440738996991 -0.03636287317951141 9.2622407308966118e-05 -5.8282467102582303e-05 0.00031236939908239306 -0.0048074436538196987 0.087525627400258599 -0.00047523118410987085 0.0096942872862441909 0.070256145488933316
leaf_weight=0.88615232705044877 0.56487311340584145 1.0322334707806007 0.53948630858285729 0.043346682638985667 0.033489167772028594 0.58875997798787683 2.030435145373815 0.56704074540175498 1.5695233826360209 21.191239004313019 0.50960662948324331 1.0665700435702081 0.53577312149029044 0.031913080470985733 0.045338119515690667 0.0087222712709262851 0.025424245774047449 0.0091707133263412288 0.025832654743226047 0.045636611863301368 0.02461903243784036 0.03804772648436483 6.6910612144824624 1.4995318420933472 3.0433917991660095 0.53886814122129634 0.015047385785691425 1.554033685248658 0.067543178779317148 0.023502816688960593
leaf_count=200 90 69 80 45 37 50 31 18 49 1722 41 72 96 30 38 7 15 39 25 29 25 25 721 9 62 23 27 718 231 9
internal_value=3.24837e-07 0.000280932 -0.000262199 -0.00575779 -0.046047 0.00105642 0.000667604 0.00260175 0.000116433 -0.00017654 -0.00126389 9.13426e-05 0.000379541 0.00380021 0.0312531 0.0667163 -0.00785536 -0.0178327 0.00104354 -0.00807006 -0.032888 -0.0154172 -0.000245856 0.00141542 -0.000373237 -0.00236333 4.50451e-05 0.00173752 0.0341495 0.0253279
internal_weight=44.8462 17.3381 10.1967 0.616322 0.0768359 7.14144 6.55268 1.45319 5.09949 27.5081 4.65674 9.58034 8.54811 1.32127 0.120568 0.0632311 0.0573373 0.017893 1.20071 0.134136 0.0884994 0.0638804 7.22683 3.06906 4.09187 1.04847 22.8514 1.66013 0.106093 0.091046
internal_count=4633 1710 1353 162 82 357 307 218 89 2923 216 1191 1122 305 129 84 45 46 176 104 75 50 817 58 126 64 2707 985 267 240
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 0 0 0 4 2 2 1 0 2 3 4 2 1 0 1 1 0 4 0 3 3 3 2 3
split_gain=0.000191594 0.00074338 0.000410171 0.0021754 0.0061966 0.00577328 0.00179041 0.00125339 0.0003698 0.000295895 0.000244821 0.000699014 0.000630978 0.000617986 0.000446289 0.00142244 0.00105084 0.000897976 0.0190876 0.00587394 0.0133041 0.000786019 0.0105779 0.00191075 0.00048705 0.00122691 0.000572466 0.00145477 0.00294085 0.00206719
threshold=0.18839000000000003 0.20852500000000004 100.53758024625002 97.886760529650019 89.980005167950011 92.168410086200012 93.047535894850014 94.047642319350018 85.990333302400003 37.817254840650008 0.048475000000000011 0.055540000000000013 66.859265246100009 96.631250582750013 -0.0057149999999999996 0.10087500000000002 40.371455563000005 -0.027754999999999998 62.245871094250013 86.538778761000017 61.950140699950005 80.13218303615001 101.91675926715001 40.408647214050006 97.886760529650019 0.10821500000000002 0.12001500000000002 0.10646500000000002 -0.091639999999999985 0.10453000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 8 -6 -7 -8 -3 -4 14 -12 -13 -14 17 16 -16 21 19 20 -19 24 23 -23 26 -26 27 29 -29 -1
right_child=1 2 9 -5 5 6 7 -9 -10 -11 11 12 13 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0001035184904671216 -0.004017528632351863 0.069444133008903716 0.0007357844990285165 4.7213688761981121e-05 -0.072153225022103223 0.042337268773105813 0.021295027989303834 -0.029952664603377779 0.045721941793723693 -0.0026440474152920144 0.0040645553920002344 0.0034850648166524036 -0.0022451178605885701 0.00045449016645504874 -0.00066289697550225434 0.002538681304583402 -0.0069532572791690039 0.086522555229742032 -0.0021654923160509291 0.07497179612816178 -0.055237522013484634 0.075537167263470942 -5.6308759282192977e-05 0.030480695035768238 -0.005383501412150396 0.001321542753566539 -0.0010782026834851906 -0.0019046161694778194 0.008224486173887097 -0.0061428152845707674
leaf_weight=25.247828444328892 0.56990389137971353 0.012686226882899443 0.50381162189556394 0.50409323776557358 0.0097420361644751097 0.01415305454497684 0.009445951270819819 0.0096458134464114664 0.013633405837026658 0.53312982160025779 0.53289168265068276 0.56902726418877225 1.0182844233000183 5.0696349311019979 0.53132128607215046 0.52921752404024225 0.53097814222003981 0.013205876207369127 0.59875308140489625 0.044364736590068787 0.013275597381834814 0.020349339070718231 0.51828417076078659 0.01751190651338419 0.57374793993531159 0.52046438403738193 4.6078767591523642 0.52747432326026455 0.62777812920495424 0.54117782434241135
leaf_count=1969 36 30 68 17 33 12 19 33 16 115 93 91 82 173 41 24 162 18 89 26 35 25 874 27 264 46 100 39 54 22
internal_value=7.47449e-07 -0.000913605 0.000184882 0.00233109 0.0189426 -0.00445447 0.0153839 -0.00459706 0.0571562 -0.00100191 4.74849e-05 0.000579567 0.000300592 2.94529e-06 -6.03887e-05 -0.00169695 -0.00380706 1.65069e-05 0.00364218 0.0527255 0.0154559 -5.66127e-05 0.0036712 0.0546973 -0.000120118 -0.00219423 -4.81884e-05 0.00012796 0.00359966 -2.75597e-05
internal_weight=44.8337 2.18025 1.61034 0.5734 0.0693065 0.0429869 0.0332448 0.0190918 0.0263196 1.03694 42.6534 7.18984 6.65695 6.08792 35.4636 1.59152 1.0623 33.8721 0.669599 0.0708462 0.0264815 33.2025 0.556145 0.0378612 32.6463 1.09421 31.5521 26.9443 1.15525 25.789
internal_count=4633 379 343 160 143 97 64 52 46 183 4254 439 346 255 3815 227 203 3588 168 79 53 3420 926 52 2494 310 2184 2084 93 1991
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=4 4 4 2 0 1 1 2 0 4 1 4 3 4 1 0 1 0 4 2 2 3 0 4 1 2 2 4 1 4
split_gain=0.000182423 0.000716378 0.00117696 0.00183822 0.000814322 0.00106224 0.000768608 0.00133508 0.0015814 0.00088363 0.000630765 0.00181145 0.00312992 0.000721834 0.000552563 0.00139148 0.0110646 0.00615712 0.00869955 0.0102185 0.00519862 0.00142307 0.000555703 0.000504789 0.0029726 0.000688073 0.000639584 0.000614224 0.000512103 0.0132047
threshold=40.574766824850009 40.165165956550005 40.003678352300007 -0.074029999999999999 85.823648898300021 61.821094709650005 72.04530097975001 -0.070854999999999987 85.990333302400003 40.467253020850002 63.910026677050006 39.955516828000007 0.085345000000000018 39.896141435400004 66.235542959850008 93.972365491700018 66.859265246100009 93.843319501450011 37.817254840650008 -0.057599999999999998 1.0000000180025095e-35 0.10336500000000003 94.770837556450019 40.986363433950011 62.041548276350007 -0.057599999999999998 0.067985000000000018 41.037275035300006 74.927328095600004 41.319407281650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 9 -9 -3 11 12 -6 14 -12 16 -16 18 20 -20 -18 -21 -17 24 -2 -26 -27 -25 -29 -30
right_child=23 6 3 -5 10 -7 -8 8 -10 -11 13 -13 -14 -15 15 22 17 -19 19 21 -22 -23 -24 27 25 26 -28 28 29 -31
leaf_value=0.0001944387551613742 -0.0079402474855555325 0.003016014125198732 -0.00021432768304020171 -0.0073768388231727254 -0.00067017643212093092 -0.0053293422433455563 -0.00063325748131891184 0.00092550976441191184 0.0085331190400383117 -0.0007796868169289606 -0.0030387040791819164 -0.0010228399050861735 0.0099314364508832839 0.0036792008342502259 0.068901456008636702 -0.0032066403091914595 0.050826576734087504 0.036335283137518444 -0.10040662579393221 0.017923412174609143 -0.017108144863742739 -0.028823877117283334 0.00018844787556431547 0.0033826862142033783 0.00082933015376486507 -0.0046985456717392087 -0.00038764917198576038 -0.00018136840428615835 0.05859507564079857 0.00024610780640442373
leaf_weight=0.88550175647292628 0.56016730324006836 1.0383030625194467 1.0275797615336824 0.55015760763794208 0.53497390117169652 0.5736820382432174 1.5371172353251203 0.51655378193663659 0.58009344260563012 1.4984363539548722 0.611499268186808 0.99328069388866413 0.58081803875393234 0.52442688948443095 0.026008581713540369 0.53145903758391533 0.021517502705705738 0.029968694760881931 0.019939266177743775 0.013115205419012455 0.023639462204300798 0.012933911290019751 5.1913637139322093 0.53509709309327647 2.5630111130116315 0.52023739236938116 1.01686859456451 20.657086863605951 0.039738436917016062 1.6162662103740206
leaf_count=179 85 22 26 63 31 98 64 11 50 33 93 4 31 25 15 76 31 20 20 37 17 6 758 17 73 28 30 1710 46 934
internal_value=1.17578e-06 0.000255379 -0.000164102 -0.0027119 0.000216048 -0.00197725 0.00124126 0.00203427 0.00494971 0.000773917 0.000567166 0.00208332 0.00484842 0.000110739 -0.000177993 0.000120021 0.00972259 -0.00298575 -0.0159145 -0.0465285 0.0152631 -0.00528756 -0.000126842 -0.000158899 -0.00110741 -0.000173889 -0.00184668 3.45662e-05 -4.57261e-05 0.00164628
internal_weight=44.8308 17.3224 12.1519 1.57774 10.5741 1.45918 5.1705 3.63339 1.09665 2.53674 9.11494 2.10907 1.11579 7.00587 6.48144 5.86995 0.147123 0.121114 0.0911453 0.0459884 0.045157 0.0260491 5.72282 27.5085 4.66028 4.10012 1.53711 22.8482 22.3131 1.656
internal_count=4633 1710 1530 89 1441 277 180 116 61 55 1164 66 62 1098 1073 980 146 131 111 63 48 43 834 2923 216 131 58 2707 2690 980
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=2 3 0 0 0 0 3 3 2 0 4 2 3 3 4 0 0 4 0 4 4 1 2 3 0 1 0 2 2 2
split_gain=0.000201786 0.00058348 0.00129396 0.025052 0.00160821 0.0284589 0.0130925 0.0191513 0.00870667 0.00171082 0.00087326 0.00148222 0.000953578 0.000675404 0.00211293 0.0189059 0.00510448 0.0028931 0.00198702 0.00628779 0.00077416 0.00074067 0.000641223 0.00188856 0.0027705 0.0404719 0.0185233 0.00426705 0.0104339 0.0165915
threshold=-0.036264999999999999 0.10249000000000003 86.135510041400025 86.538778761000017 98.51854819030001 86.904409066750006 0.10336500000000003 0.10526500000000003 -0.117885 89.980005167950011 40.467253020850002 -0.091639999999999985 0.12001500000000002 0.092015000000000027 41.444941515100005 86.103248543850015 85.823648898300021 42.154118731400011 86.692020874450009 41.641174900500005 41.037275035300006 61.966271448700006 -0.093604999999999994 0.081515000000000018 86.780739992750014 62.425997789000007 87.380266155850009 -0.090369999999999992 -0.088274999999999992 -0.08725999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 10 -4 5 -5 -7 -8 -9 -10 12 -12 -3 22 20 16 -16 18 -17 -20 21 -15 -1 -24 -25 26 -26 -27 -29 -30
right_child=-2 2 3 4 -6 6 7 8 9 -11 11 -13 -14 14 15 17 -18 -19 19 -21 -22 -23 23 24 25 27 -28 28 29 -31
leaf_value=0.00044994627536421185 0.0003121746374516979 0.0037149432480836271 -0.062807484825783119 0.088294981498509686 0.00086001539892624306 -0.098464422539955354 0.063150938402099302 -0.00080061378098100441 -0.055855777393553699 -0.10068964104608856 0.0015070443488659911 -0.0033925971443308856 -0.00074759986838531412 0.0042344841668829234 0.034015966107834007 -0.033360277876921113 0.093169999612507506 0.0034868327686717912 0.042511812208161422 -0.048060793182065215 -0.0033564281836208883 0.00028351639531749108 0.00038157015887675005 -0.00025333189335640185 -0.10094739254939622 0.00021713239989873975 -0.019671725587463065 -0.084497632251948951 0.077065661669667912 -0.020324994575853919
leaf_weight=7.782859209461054 14.239730460817901 0.90203776939802072 0.068251174874603859 0.023699593846686073 1.0303067816770235 0.023657045963773271 0.023152564185240365 0.026547113750723383 0.017911186250785249 0.01621771980724418 1.0170394855612555 1.5713850247573478 1.0206439335815956 0.52848246780718255 0.032882799195941725 0.038372269133105874 0.026218886847345857 0.56698256509316847 0.016614915715763345 0.014229094166353207 0.52116504971718303 4.6433853208409719 6.2220324442293178 2.644358229871159 0.060595376533456036 1.5223960599674535 0.052195258904248476 0.019888630679132602 0.020144294324721868 0.13287734581169042
leaf_count=1757 1343 26 22 6 116 11 17 34 11 32 29 34 19 19 39 6 5 93 19 28 38 210 269 129 34 37 12 21 19 198
internal_value=1.22286e-06 -0.000143542 -0.00105217 -0.00392763 -0.000467752 -0.0108958 -0.0327665 -0.014226 -0.0437513 -0.0771604 -0.000268308 -0.00146744 0.00134603 6.64049e-05 0.000952637 0.0061566 0.0602581 0.00113067 -0.0181697 0.00072846 0.000317067 0.000687242 -0.000240332 -0.000743619 -0.002316 -0.00533268 -0.0633361 -0.00147364 -0.0163602 -0.00750415
internal_weight=44.8263 30.5865 5.74085 1.22974 1.16149 0.131185 0.107486 0.0838286 0.060676 0.0341289 4.51111 2.58842 1.92268 24.8457 6.38833 0.695301 0.0591017 0.636199 0.0692163 0.030844 5.69303 5.17187 18.4573 10.6745 4.45246 1.8081 0.112791 1.69531 0.17291 0.153022
internal_count=4633 3290 357 249 227 111 105 94 77 43 108 63 45 2933 457 190 44 146 53 47 267 229 2476 719 450 321 46 275 238 217
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=31
num_cat=0
split_feature=2 3 2 4 2 4 4 1 4 4 3 4 0 4 0 0 0 4 0 0 3 0 4 2 3 0 0 2 3 3
split_gain=0.000164477 0.000475236 0.00117214 0.00728723 0.00219351 0.000989462 0.00163836 0.000765097 0.000810786 0.00067472 0.000551002 0.00173499 0.0161772 0.00237359 0.00196161 0.0134128 0.00134087 0.000626098 0.000604252 0.000645279 0.000666935 0.000640942 0.00139444 0.000522674 0.00154197 0.00227849 0.0409182 0.00543386 0.0206444 0.0260485
threshold=-0.036264999999999999 0.10249000000000003 -0.086139999999999994 40.408647214050006 -0.088465000000000002 41.11191809080001 36.654713368950006 61.987779113750001 40.330620469300008 41.404176814550006 0.092015000000000027 41.444941515100005 86.103248543850015 42.154118731400011 86.474255765850003 88.350799540950007 85.799452775150016 41.037275035300006 85.823648898300021 97.491557184450016 0.093325000000000033 94.354126546200021 40.722669576350008 -0.093604999999999994 0.081515000000000018 86.780739992750014 87.525442894850016 -0.084729999999999986 0.08919500000000001 0.09117500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 7 5 6 -3 -4 -9 -7 23 17 16 14 -14 -16 -13 18 -12 20 -20 22 -22 -1 -25 -26 -27 -28 -29 -30
right_child=-2 2 3 -5 -6 9 -8 8 -10 -11 11 12 13 -15 15 -17 -18 -19 19 -21 21 -23 -24 24 25 26 27 28 29 -31
leaf_value=0.00040507511666187522 0.0002810153669002352 0.00085912562427077263 0.0026636644182964743 -0.011806945844107526 0.0061378482847097441 0.0036984639900878298 -0.0069894145919807155 -0.0039906011001742021 0.0015692931770013799 -0.00072737594070786777 -0.0026004468739321152 0.04091607076262551 0.0055538397744175783 0.0031450990447543375 -0.077557218281214452 0.035381408128564509 0.071714614829565579 -0.0030143680502076331 0.00010225033015236387 -0.0023162136148333458 0.0076987884583309312 0.00085758692959426791 0.00049327128847056242 0.00034350084270354047 -0.00022796155492398867 -0.081604566087089367 -0.00014068157901810202 -0.052522954017897042 0.067355245394029456 -0.063828601874558411
leaf_weight=7.7806212831623744 14.236894424458393 0.51389875667437779 0.89327695418614994 0.63770919690917072 0.54107645489088518 0.51862223373609584 0.55129145674789681 0.54546797692953763 0.50521356612443924 1.0256922783091464 0.52394127321977801 0.027382864653873185 0.025209951680153608 0.56579533008580885 0.02475050202338025 0.018283740583797226 0.029220911166703445 0.5222167197548514 2.0142134357456598 0.52603414430059636 0.57760855779497455 1.025732438923171 0.50199731229804456 6.2205195881575444 2.644773778862942 0.066858889447757863 1.5801267594631516 0.085313151369984186 0.043521408885425217 0.023207873367596221
leaf_count=1757 1343 51 11 58 20 6 82 61 2 66 24 34 4 93 15 34 10 38 21 100 49 32 3 269 129 38 104 122 23 34
internal_value=2.80671e-07 -0.000130506 -0.000951204 -0.00253089 0.000343234 -0.00085827 -0.0032029 0.000512086 -0.00131716 0.00075894 5.89804e-05 0.000859844 0.00559302 0.00102016 -0.0165972 -0.0295736 0.0568154 0.000285514 0.000618863 0.000981945 0.00140309 0.00264763 0.00434835 -0.000218137 -0.000672829 -0.00209551 -0.00484101 -0.00187806 -0.0199341 0.0217306
internal_weight=44.7965 30.5596 5.73225 2.58167 3.15058 2.6095 1.06519 1.94396 1.05068 1.54431 24.8273 6.38239 0.690643 0.63404 0.0682442 0.0430342 0.0566038 5.69174 5.16953 4.64559 4.11955 2.10534 1.07961 18.4449 10.6643 4.4438 1.79903 1.73217 0.152042 0.0667293
internal_count=4633 3290 357 132 225 205 133 74 63 72 2933 457 190 146 53 49 44 267 229 205 105 84 52 2476 719 450 321 283 179 57
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=0 4 4 4 2 0 3 2 3 2 3 0 1 1 1 2 2 1 2 0 0 2 0 3 3 2 4 3 0 0
split_gain=0.000271316 0.00189857 0.00918004 0.000508115 0.00726587 0.0038231 0.00100397 0.000812522 0.000721575 0.000808323 0.000360641 0.00033971 0.000641939 0.0017248 0.000506543 0.000377758 0.00278283 0.0212613 0.00759578 0.00702921 0.0016995 0.00525114 0.00164502 0.000707086 0.00147439 0.00274962 0.00381592 0.000846731 0.00458652 0.0199033
threshold=102.21786657775002 40.040404835300002 39.427119987250002 40.806664626150003 -0.077679999999999985 109.30464220965001 0.075810000000000016 0.25783500000000009 0.082025000000000028 1.0000000180025095e-35 0.072890000000000024 97.886760529650019 77.621163142300006 72.62331947780001 75.499969677400017 -0.064729999999999996 -0.053874999999999999 70.182199495350019 -0.059424999999999999 86.208098410950015 86.345209775600011 -0.017745 86.393602021950016 0.083395000000000011 0.077080000000000023 0.067985000000000018 35.771221912400001 0.10685000000000001 96.324766355850002 86.904409066750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 10 -3 -5 8 7 -7 -6 -10 -2 14 13 -13 15 -1 17 18 -17 -20 21 -18 -22 24 -24 26 -26 28 29 -25
right_child=1 3 -4 4 5 6 -8 -9 9 -11 -12 12 -14 -15 -16 16 20 -19 19 -21 22 -23 23 27 25 -27 -28 -29 -30 -31
leaf_value=-0.00024213406329358584 -0.0324555771260834 -0.001246228820088727 0.084389087058784965 0.00036222352062716833 0.082230641742044003 0.04309333161796567 -0.10002248305774436 -0.047550422516411166 0.075669828902312775 0.023123558802235007 -0.10005654363668276 3.9198117884811965e-05 7.4284614886850484e-05 -0.0067730743658297151 0.0030578560075374033 0.065916200835034952 -0.010428112455151503 -0.0030104075711347303 0.047535839478611716 -0.0070589799940229559 0.0059803748466204128 0.00051852608161948293 -0.00070415978906238335 0.00046322533927596111 0.00035580177689193635 0.00011441005151862096 0.012293226834687719 0.0007911506629613113 0.00032231355377396252 -0.040179680261732985
leaf_weight=23.545581115724502 0.0010210888123442794 0.50033625537954451 0.011233763075209957 0.51923328930793999 0.013648640002429491 0.0020365295115709605 0.0013781565879913416 0.001922424018601987 0.0056426147904744539 0.0060841230301083016 0.0034745083510578072 1.0082568535220362 2.6057974291468895 0.58866018488998584 0.55295435720226649 0.062651487023799746 0.60086350757986728 0.52562649597530253 0.048530424854223209 0.045877102830672811 0.53552147795562532 1.6189453950889166 2.0784902294711838 0.53310003079241175 0.50117573142051697 1.5050291006482439 0.57501076094558812 3.6119382015058363 3.0121408037957735 0.1556779766590779
leaf_count=1864 129 65 53 466 17 33 132 13 20 20 294 55 257 176 158 22 81 16 19 29 9 278 90 16 2 15 48 77 17 162
internal_value=-3.03936e-08 0.00157622 0.0360612 0.00105976 0.00315773 0.0504193 -0.0265121 -0.000922272 0.0665999 0.0484075 -0.0847023 -3.84707e-05 -0.00089322 -0.00247196 5.24517e-05 9.79217e-06 0.000394706 0.00663627 0.0389206 0.0210056 0.00010539 -0.00244454 0.000557925 0.000315384 0.00127812 0.00287432 0.00673402 -0.000298065 -0.00136109 -0.00872291
internal_weight=44.7778 1.06601 0.0157294 1.05028 0.549946 0.0307125 0.00533711 0.00395895 0.0253754 0.0117267 0.0044956 43.7118 4.20271 1.59692 39.5091 38.9562 15.4106 0.682686 0.157059 0.0944075 14.7279 2.21981 12.5081 11.9726 4.65971 2.58122 1.07619 7.31286 3.70092 0.688778
internal_count=4633 1242 476 766 701 235 178 46 57 40 423 3391 488 231 2903 2745 881 86 70 48 795 359 436 427 155 65 50 272 195 178
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=0 2 3 3 1 0 0 2 4 3 0 1 2 2 1 4 0 2 2 4 4 3 4 0 1 2 1 3 3 1
split_gain=0.000221774 0.00175697 0.00357558 0.0011277 0.000848372 0.000768175 0.000621931 0.000387026 0.00039938 0.000373503 0.000275147 0.000518948 0.00151028 0.000618361 0.000424263 0.000834436 0.000504706 0.000883913 0.000955052 0.00046896 0.0011824 0.00172517 0.000807803 0.00100541 0.00221549 0.0030516 0.00111641 0.000952592 0.000881525 0.000874147
threshold=102.21786657775002 -0.079369999999999996 0.086375000000000021 0.085715000000000027 84.232081685100013 102.75018128760001 114.09278614000002 -0.160525 50.189067467950004 -0.15148999999999999 97.886760529650019 77.621163142300006 -0.087660000000000002 -0.094409999999999994 75.424692849750016 38.238138001450004 96.978061681550017 -0.057599999999999998 -0.14314999999999997 40.621691032550004 40.986363433950011 0.10176000000000003 40.165165956550005 86.538778761000017 62.00390986255001 -0.09715 61.944763783650011 0.10307000000000002 0.093955000000000025 61.928633034850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 9 -3 7 -6 -9 -2 14 12 13 -12 16 -16 19 18 -18 22 21 -21 23 24 26 -26 -1 -25 -24 -30
right_child=1 5 -4 -5 6 -7 -8 8 -10 -11 11 -13 -14 -15 15 -17 17 -19 -20 20 -22 -23 28 27 25 -27 -28 -29 29 -31
leaf_value=-0.00079190781625601125 -0.024185687200991787 0.0046099351534888587 -0.10012114558043671 0.082905867503409919 0.074781864645808757 -0.00080534353429571762 -0.030436029053086951 0.046186279433760601 -0.0316314610427985 -0.10000900856230199 -0.0023957492435908103 6.685644442593419e-05 -0.0064685067839524504 0.0024597778750279596 -0.00094911860405599315 0.0046721342826631851 -0.000444060013490544 0.00057226746176905073 -0.0065013266327056639 -0.00075923089092179939 3.0985312686487016e-05 -0.0072938230978336592 0.00044950016626544892 0.00035373797654766621 0.00047671312608421525 -0.010161095869722346 0.0043976905884005289 0.0046254798422546957 0.0010013292519181597 0.0050929410820807382
leaf_weight=1.9508843668612947 0.0013761843638842586 0.52880971633203333 0.0051457205294213248 0.0014613739590196443 0.0013868554540403203 0.5190810944174109 0.0026407597440605141 0.0014016098351184361 0.001245660785471614 0.0012305988872121018 0.53100181162245619 2.6056747013630623 0.54955839756125335 0.51828211966494542 0.4997251947321758 0.56000265609447009 0.5034733047494484 1.0129430118913649 0.53893129541779694 1.5514514069334659 20.639565664906975 0.54626462134183373 3.0609338749059694 4.3436306700612555 0.51310194109525753 0.56838059951114395 0.52637428063767044 0.59334149326137442 1.0115558240613611 1.079236719908067
leaf_count=241 30 30 236 15 86 456 164 58 72 95 103 257 117 11 15 164 21 19 21 103 1626 17 85 364 39 42 16 86 12 32
internal_value=3.84876e-07 0.001427 -0.0315772 0.00125402 -0.0116018 0.00192743 0.00729158 0.0319883 0.00956951 -0.05998 -3.43395e-05 -0.000803399 -0.00222168 2.58434e-06 4.75222e-05 0.00202138 -6.89362e-06 -0.00153145 -0.00357571 7.92276e-05 -0.000198913 -0.0024609 0.000542623 -5.64827e-05 -0.00133779 -0.00511406 0.000310791 0.00086713 0.00153061 0.00311336
internal_weight=44.7681 1.06378 0.0158888 0.010743 0.00928167 1.04789 0.00667489 0.00403413 0.00264727 0.00260678 43.7043 4.20452 1.59884 1.04928 39.4998 1.05973 38.4401 2.05535 1.0424 36.3847 22.7373 2.09772 13.6474 8.49571 3.55874 1.08148 2.47726 4.93697 5.15173 2.09079
internal_count=4633 1242 756 520 505 486 380 216 130 125 3391 488 231 114 2903 179 2724 61 42 2663 1746 120 917 788 338 81 257 450 129 44
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=31
num_cat=0
split_feature=3 3 2 4 1 1 3 4 2 2 3 2 0 3 0 0 4 4 3 3 3 2 4 4 3 3 3 2 4 4
split_gain=0.000184625 0.0013956 0.000585549 0.000750765 0.000551881 0.000855783 0.000358123 0.00087708 0.00239251 0.00110365 0.000995227 0.00187735 0.00108581 0.000608071 0.00146427 0.00228644 0.00110222 0.0136721 0.0292521 0.000732858 0.00101736 0.000771842 0.0019375 0.00256735 0.00145994 0.0022742 0.00312831 0.0013451 0.00209041 0.00101904
threshold=0.11636500000000001 0.11148000000000002 0.0041150000000000015 40.21994457600001 62.068432857650002 61.907125369850007 0.10249000000000003 40.986363433950011 -0.075639999999999999 -0.051199999999999996 0.10646500000000002 -0.059424999999999999 85.882794977150013 0.092015000000000027 86.103248543850015 85.823648898300021 41.243661560350013 42.081757894750005 0.096480000000000024 0.08846500000000003 0.088890000000000011 -0.23381499999999997 38.804629908750009 39.525197829750006 0.085345000000000018 -0.078164999999999998 -0.085394999999999999 -0.24150999999999997 46.095286511800005 48.823707093150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -5 13 8 -8 -10 11 -9 -12 19 15 -15 -16 18 -18 21 -21 22 -1 -24 25 26 27 -25 -29 -30
right_child=2 -3 -4 4 -6 -7 7 10 9 -11 12 -13 -14 14 16 -17 17 -19 -20 20 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.080019148701787751 -0.0042990010114718783 0.0049252125357248551 0.0025307309679867517 0.00038516485773882144 0.00042249379693929767 -0.0036961370600312148 -0.0079678572211751182 0.0025949530482798772 0.0019758243852128934 -0.0035575177500245699 -0.00064458349819688674 -0.0057163979049579278 0.0057473975344074606 -0.0002548941122272013 0.00072654636170989533 0.0087777330461749539 -0.095137855398418389 0.0019927175553507317 0.019347339502299749 -0.0052916348963514721 -0.00071916116143761941 0.00015384243148896927 0.081691971299342525 -0.10002474675272693 0.057909408664032408 -0.071055012014869481 0.085441485187498986 0.071710375628535564 -0.10004802654723109 -0.011893958638572746
leaf_weight=0.0040729669592708987 0.55729900149714762 0.58594281107526214 0.57671787521820128 1.0062471993824149 3.0406331058812626 1.0497420259366377 0.5525427434287985 0.54063500943003895 0.88919682471123496 0.60619300578374213 0.50530477004213004 0.54647867394623995 0.56058262691332228 0.56635082643742751 6.6914921178266411 0.55473483000605484 0.046300160337750973 0.59479295465228299 0.043087846749131131 0.54958572611692513 4.2457941957124854 20.425062480649729 0.0029679736185923558 0.0020782587886364204 0.0023281664197440924 0.0071808198087655655 0.0031726522829076753 0.0022666162422199342 0.0019666859211420751 0.0039351109125922434
leaf_count=144 94 75 77 11 55 31 60 27 28 40 12 24 37 95 302 18 51 127 28 55 354 2476 19 123 13 160 15 22 38 22
internal_value=4.32298e-07 8.20945e-05 -0.000504616 -0.000814231 -0.000433183 -0.00169866 7.31369e-06 -0.000863383 -0.00234491 -0.000267252 0.000545849 -0.00158306 0.00271715 0.0001157 0.000847456 0.00421462 0.000335654 -0.00348739 -0.0399524 -0.000130535 -0.0012432 0.000130313 -0.0159061 -0.00582243 -0.0171508 -0.0256339 -0.00132856 -0.028195 -0.00991958 -0.04127
internal_weight=44.7647 38.534 6.23064 5.65392 5.09662 2.05599 37.9481 4.20093 2.04793 1.49539 2.153 1.08711 1.06589 33.7472 8.49676 1.12109 7.37567 0.684181 0.089388 25.2504 4.79538 20.455 0.0299693 0.0258963 0.0229283 0.0206001 0.0134193 0.0102467 0.00816841 0.0059018
internal_count=4633 4365 268 191 97 42 4290 228 128 68 100 51 49 4062 621 113 508 206 79 3441 409 3032 556 412 393 380 220 205 82 60
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=31
num_cat=0
split_feature=2 2 3 2 4 2 4 0 0 3 3 0 2 3 1 3 3 2 3 2 2 0 2 0 0 0 3 1 2 2
split_gain=0.000236661 0.000667018 0.00140138 0.00103055 0.00290144 0.00483918 0.0103734 0.000642793 0.00257692 0.00100169 0.00103038 0.000417742 0.000340256 0.00113885 0.000861111 0.000702431 0.000692616 0.000681849 0.000596828 0.000305414 0.00102015 0.0010049 0.000693431 0.00142062 0.00105902 0.00302238 0.00159038 0.000903603 0.000895588 0.00290036
threshold=-0.117885 -0.11051999999999999 0.086555000000000021 -0.10040499999999999 41.600558339100012 -0.10771499999999999 38.911218973650008 85.705356740550016 85.216057360850016 0.092185000000000031 0.090465000000000031 86.345209775600011 -0.23381499999999997 -0.23921499999999998 57.027573863050009 -0.15849499999999997 -0.38221499999999997 -0.23371499999999998 -0.23921499999999998 -0.088465000000000002 -0.090369999999999992 97.491557184450016 -0.086139999999999994 86.780739992750014 85.968825637350008 86.135510041400025 0.10385500000000002 61.923256118600001 -0.06828999999999999 -0.075639999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -3 -7 8 9 10 12 -9 13 14 -1 -15 -14 -18 -19 20 21 -5 23 -21 26 -26 -24 -27 29 -29
right_child=1 3 -4 19 -6 6 -8 11 -10 -11 -12 -13 16 15 -16 -17 17 18 -20 22 -22 -23 24 -25 25 27 -28 28 -30 -31
leaf_value=-0.10004434687157471 0.0011880188079402448 0.056725610525113192 -0.0060978554166762535 -0.00073046910615107434 0.0013418458403713556 0.037984679355414538 -0.052197568595414967 0.0033031756791522312 -0.10007522699949507 -0.046115825289002814 0.099651332409748328 0.00038228233444083371 0.072700297396307664 0.09135432544070364 0.0052325009130632025 -0.014009913861547155 0.067531026321959828 0.017697479421369525 -0.04118461745399718 0.00023593830433849924 -0.0049150628424057723 0.0038344488897778129 -0.00076129005387704949 0.00609468011618135 0.007153828303338463 0.0040077742660699 -0.0063267472912534942 -0.00035437163586400752 0.00021735522136229158 -0.0078442345763981638
leaf_weight=0.0019225074499585959 0.51180983626479493 0.026507280155783554 0.54521939707539913 5.6281463179731048 0.52289171501414122 0.034531826561978583 0.020225728896804185 0.53554778062924313 0.0031486058567882216 0.0043006955772852953 0.0011427117165752057 5.7119416347327974 0.0016056729969476666 0.0011168765858635687 0.0013039002706846381 0.0014596344801021711 0.0012917762796860154 0.003454532112902255 0.0034311579966663144 1.5638540877048259 0.52912275325729918 0.52742338063043526 4.0523901794461734 0.56282989746883672 0.60661282259229921 0.54947603857727045 0.58794744865569715 3.7809104404044462 17.835035329955339 0.59891314131090956
leaf_count=38 21 8 47 198 57 31 42 48 34 32 7 1273 36 9 40 124 17 19 175 34 51 68 364 73 56 30 60 327 1227 87
internal_value=6.4034e-08 -9.27668e-05 -0.00257006 -2.28017e-05 0.00407383 0.0216525 0.00467418 0.000569687 -0.015704 -0.00307165 0.00799431 0.000632667 0.00127436 -0.0179102 -0.0574984 0.0316638 0.0126538 0.000863416 -0.0116436 -9.00159e-05 -0.000701525 -0.000339336 4.56188e-05 0.00178646 -8.65503e-05 0.000187432 -0.00146645 1.79453e-06 -9.72918e-05 -0.00137856
internal_weight=44.7555 38.4838 1.05703 37.4268 0.604157 0.0812648 0.0547576 6.27167 0.0241781 0.0210295 0.0167288 6.24749 0.0155861 0.00580292 0.00322641 0.00257651 0.00978314 0.00817747 0.00688569 36.8227 6.68469 6.15557 30.138 2.12668 28.0113 23.3709 4.64034 22.7643 22.2149 4.37982
internal_count=4633 2781 68 2713 138 81 73 1852 531 497 465 1321 458 211 78 133 247 211 194 2575 317 266 2258 107 2151 1727 424 1671 1641 414
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=31
num_cat=0
split_feature=0 4 4 3 1 4 3 3 2 4 3 3 2 4 0 0 4 0 3 1 4 1 4 0 4 2 2 4 4 1
split_gain=0.000194196 0.00297533 0.00490659 0.00174579 0.000972575 0.00369693 0.00201151 0.00175398 0.000659853 0.00125289 0.000497804 0.00055211 0.000972503 0.00127198 0.000392566 0.00118678 0.000369589 0.000407175 0.000735531 0.000344174 0.000323503 0.00243195 0.000884927 0.00183545 0.0238127 0.00553846 0.000824843 0.000699532 0.000798242 0.000732724
threshold=85.121961326250016 38.110427674550003 38.983591653800012 0.11231500000000003 61.546871980350012 42.123054668150012 0.10176000000000003 0.08729000000000002 -0.23381499999999997 48.96897326980001 -0.38221499999999997 -0.25098999999999999 -0.23265499999999997 45.044778924400006 85.799452775150016 85.866664228400012 41.972095654800007 85.662341410450011 0.11636500000000001 57.027573863050009 39.955516828000007 62.057679025150001 39.788107623550012 89.474575039450016 38.621016321050007 -0.09715 -0.045684999999999996 40.148327922700012 40.21994457600001 61.987779113750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 8 9 19 -10 -12 -13 -14 16 -16 17 -2 -19 -4 21 -17 23 24 25 -23 -24 -22 -29 -30
right_child=14 2 3 -5 5 -7 -8 -9 10 -11 11 12 13 -15 15 20 -18 18 -20 -21 27 22 26 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00030569046226383578 -0.00016156700637868176 -0.10030393221275642 -0.018060594356916339 -0.10006438516061684 -0.10007379309384812 0.06049660501046749 0.079239319800866362 -0.10002188155297848 0.07288124292254386 -0.10004036678615119 -0.042281752022142384 0.059164661905518882 0.033068381018721629 -0.1000457318300963 -0.0045113621943659197 0.0068512978230395082 -0.0013884503866919901 0.0040470057043052567 0.00030682407319442294 0.056440273195265511 -0.0017187218468232763 -0.0041079586450994575 -8.4986147902262326e-05 -0.00020629176572077939 -0.084893685117411882 0.075680224874998883 0.0055517312211270028 0.0037661996790177101 -0.0016531957298440985 9.2216145211986613e-05
leaf_weight=0.86519965753278694 1.0710495055945504 0.0077518904657125172 0.0013995106827914801 0.0019900214380328398 0.003687051166087584 0.0023463558673748608 0.0033123152052212381 0.0017797162750792248 0.0014915565321652223 0.0015210822936424506 0.0016160731425753248 0.0034705627641784635 0.0018569576140642701 0.0011702274813094604 0.59042392932860721 0.57384014858956778 0.54703364821021772 1.084341632945325 1.0207538725808261 0.0011134214469186721 2.5623136178979946 0.016432164709499375 0.51176607939683372 5.912771382060737 0.028631404067709809 0.018488307260667969 0.52688740523224786 0.55337310471343926 2.6484227526697053 26.18567796969046
leaf_count=214 50 18 57 17 87 93 8 43 48 12 20 35 75 24 37 36 175 36 8 17 79 21 26 994 21 22 27 32 97 2204
internal_value=1.81882e-07 -0.00145414 -0.0302496 -0.00995216 -0.00271104 -0.0376289 0.00853605 -0.00665235 0.00553084 -0.0284094 0.0197849 0.0100242 0.0230334 -0.0183899 3.00198e-05 -6.11158e-05 0.00101229 0.00142578 0.0022334 0.014949 5.33907e-06 0.000592254 8.02511e-05 -0.000387978 -0.0172918 0.0381351 0.0027744 -0.000134067 4.10021e-06 -6.81006e-05
internal_weight=44.7519 0.899706 0.0345067 0.0267549 0.0247648 0.00603341 0.0187314 0.0154191 0.0136394 0.00403401 0.00960538 0.00811382 0.00649775 0.00302719 43.8522 40.129 3.72318 3.17615 2.1051 0.00251293 39.5386 7.58882 7.01498 5.97632 0.0635519 0.0349205 1.03865 31.9498 29.3875 28.8341
internal_count=4633 768 554 536 519 180 339 331 288 86 202 154 134 99 3865 3596 269 94 44 74 3559 1147 1111 1058 64 43 53 2412 2333 2301
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=31
num_cat=0
split_feature=2 2 3 2 4 4 2 4 1 0 3 3 2 3 0 0 0 3 0 1 3 4 4 4 4 0 3 4 0 4
split_gain=0.000191465 0.000543763 0.00112928 0.000844583 0.00247112 0.00488012 0.00427511 0.0178278 0.000348093 0.00219831 0.00276998 0.0117428 0.0354052 0.0317071 0.00595124 0.00771488 0.00566283 0.00253556 0.00474419 0.00323029 0.00352329 0.00690306 0.00343921 0.00206519 0.00134306 0.000762722 0.00133837 0.00381718 0.000946365 0.00102761
threshold=-0.117885 -0.11051999999999999 0.086555000000000021 -0.10040499999999999 41.600558339100012 38.324118171300007 -0.10771499999999999 38.911218973650008 62.079186690200011 87.842680954300008 0.083395000000000011 0.10990500000000002 -0.066979999999999998 0.093185000000000032 86.264556031700025 86.103248543850015 86.09518316945001 -0.17949499999999999 89.237990724000014 68.20618276945001 -0.23921499999999998 40.00488309970001 37.817254840650008 36.257608591500009 41.741384785950011 86.09518316945001 0.096480000000000024 40.574766824850009 85.799452775150016 40.518963363600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 -8 25 10 24 12 14 -14 15 16 -12 18 -11 -20 21 22 23 -21 -10 28 -27 -28 -5 -30
right_child=1 3 -4 8 -6 6 7 -9 9 17 11 -13 13 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.00051255144708085463 0.001059365182685559 -0.018345185260735666 -0.0054774886113239003 0.00060107377684366907 0.0011982046224648375 0.069730936015099637 0.10016895927065224 -0.047958317109645161 -0.0023741329286404034 0.10011870292349652 -0.042556751254487511 -0.0026943863599790696 -0.057628724961207078 0.064256430920147337 -0.10087027888822382 -0.10050289575961338 0.10000826597311896 -4.8086999993877047e-06 -0.057146818578449915 0.053098205751395559 0.063641213887834086 -0.10007748543106479 0.083528541300445763 -0.10012867877434342 0.003754393337079092 0.00018259706059034052 0.010189291596148365 0.00059198628504417844 -0.0001341575302786478 -0.0035095702787368149
leaf_weight=6.2668315156129628 0.51138343448276224 0.023284397484633845 0.54692771022716935 4.0741788698810906 0.52239007641037727 0.022592406719923019 0.013876330805942416 0.019603716258316695 1.0117909380842349 0.0069627789780337115 0.0065313989494483193 1.0363832455159494 0.037597782706208172 0.049367000379248793 0.05219105540891178 0.010523475939407945 0.0048588696517981589 17.918189489029537 0.0059890496995649292 0.0014853607032037607 0.012359955988076269 0.0053350359215693652 0.006564162942602203 0.0021568813278540766 0.55304380946553422 6.1962651374196849 0.55882878671400282 1.6037528889592065 2.0573760211118501 1.6059888981727679
leaf_count=1852 21 31 47 374 57 5 3 42 19 2 33 22 33 35 24 5 20 1487 11 30 23 50 16 21 97 123 19 50 23 58
internal_value=-2.13404e-08 -8.35035e-05 -0.00231883 -2.0283e-05 0.00369587 0.0201375 0.0361177 0.0134354 -8.10197e-05 -0.000352023 -0.00297831 -0.00659832 -0.0317177 0.0115614 -0.0825074 -0.0387733 0.0182587 5.19277e-05 0.0249364 0.00949028 0.023794 -0.00789616 0.0402884 -0.0376405 -0.00020819 0.000267851 0.000930139 0.00307201 -0.000447618 -0.00161391
internal_weight=44.7446 38.4778 1.05831 37.4195 0.601747 0.0793569 0.0560725 0.03348 36.8177 20.7213 2.76229 1.19745 0.16107 0.0869648 0.0741048 0.0219137 0.0113903 17.959 0.0408532 0.0338904 0.0279014 0.0155414 0.0102064 0.00364224 1.56483 16.0964 8.35885 2.16258 7.73754 3.66336
internal_count=4633 2781 68 2713 138 81 50 45 2575 1928 288 172 150 68 82 58 53 1640 153 151 140 117 67 51 116 647 192 69 455 81
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 4 0 2 2 2 1 3 3 3 4 0 2 1 2 3 3 1 3 2 3 3 3 0 3 1
split_gain=0.000186262 0.00116963 0.000622445 0.000480448 0.0010239 0.000403781 0.00120501 0.000213208 0.000528471 0.000357823 0.000285123 0.00101528 0.00210934 0.00105177 0.000857401 0.000499117 0.00163018 0.000677606 0.00191259 0.00527741 0.000520819 0.00146643 0.000995294 0.00182779 0.00481264 0.00463485 0.00481695 0.00502276 0.00593574 0.00350473
threshold=0.11636500000000001 0.11148000000000002 0.12376500000000003 -0.033594999999999993 86.036037090600004 42.123054668150012 98.031937268650012 0.22387500000000005 0.28423000000000004 0.12616000000000002 61.950140699950005 0.10131500000000003 0.093955000000000025 0.083395000000000011 43.022303514600004 85.769879735700016 -0.07490999999999999 61.987779113750001 -0.63026499999999996 0.094235000000000027 0.10646500000000002 63.452988794850008 0.10526500000000003 -0.14704500000000001 0.10052500000000002 0.098950000000000024 0.098085000000000019 94.300357383600002 0.084995000000000029 78.290589216800015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 4 -4 6 -5 9 -9 10 11 12 13 -1 -15 16 -12 -17 19 -19 22 -22 23 24 25 26 27 28 -20 -29
right_child=2 -3 3 5 -6 -7 -8 8 -10 -11 15 -13 -14 14 -16 17 -18 18 20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00054230804005947855 -0.0037042727027749491 0.0045231495492330295 -0.00014528211551564305 0.0054614439033665802 -0.0049427995588002191 -0.00018082029114265558 -0.0012857285512463245 -0.0035462064567956171 0.00089535254487457447 0.0024355778099030513 -0.0016478202932595839 -0.0037462194870126761 0.005674390016014867 -0.0063406509120962629 -0.00063565130889900153 -0.0034132731220875563 0.0061094144739710842 -0.10058396085417563 0.0057595931810789647 0.037544451419303307 0.004057179464032272 -0.0023684454488399468 -0.0042969452472489669 5.5889053406892867e-05 -0.10012231259338469 0.098710771671652348 -0.10040087774763898 -0.034259387145525351 0.083251006014054496 0.034188004224746056
leaf_weight=1.5332026043897817 0.55485305644217842 0.58396956330572791 2.0354739724531052 0.55287160052102924 0.56927992259781834 2.0080991469371838 0.50782383438497325 0.54842784155228952 0.52368826844217031 0.62019545633122319 0.54302045164463886 0.89697523600352713 0.55300910109554013 0.54062148353592554 0.5137994730676283 0.55834592052304444 0.54061765820276997 0.0064195516856980772 0.021146314177496649 0.0048601139096717816 1.0490591305206178 0.53695608349285606 0.52424555350584157 28.334654595891319 0.0035092513962081675 0.0067736194167409272 0.003606795653467997 0.021768044341994752 0.018561163819754256 0.011397455302623184
leaf_count=471 67 75 29 37 88 26 21 140 140 121 291 33 33 81 24 28 66 38 141 9 22 56 24 1814 23 10 4 196 45 480
internal_value=-2.29018e-07 8.18516e-05 -0.000507583 -0.000194958 -0.0011938 0.000652845 0.00223113 1.34461e-05 -0.00137667 5.38983e-05 1.31196e-05 -0.000779 6.84474e-05 -0.00112962 -0.00356071 0.000112491 0.0022222 3.89845e-05 0.000102094 -0.041068 0.000117304 0.00188174 2.06255e-05 0.000100265 0.0145924 0.0194278 0.0124059 0.0179892 0.0419828 -0.0107372
internal_weight=44.7272 38.4988 6.2284 5.67355 2.60475 3.06879 1.0607 37.9149 1.07212 36.8427 36.2225 4.03761 3.14063 2.58762 1.05442 32.1849 1.08364 31.1013 30.543 0.0112797 30.5317 1.58602 28.9457 28.4214 0.0867626 0.0832534 0.0764798 0.072873 0.0397075 0.0331655
internal_count=4633 4365 268 201 117 84 58 4290 280 4010 3889 642 609 576 105 3247 357 2890 2862 47 2815 78 2737 2713 899 876 866 862 186 676
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=31
num_cat=0
split_feature=2 4 2 0 2 0 2 4 1 1 1 4 0 1 2 1 4 1 2 2 3 2 3 2 1 0 1 1 1 1
split_gain=0.000157447 0.00190614 0.00593033 0.00196481 0.0127025 0.00261355 0.00148221 0.00143554 0.000913055 0.0116227 0.00291044 0.0037316 0.0037529 0.00168083 0.00149513 0.00235201 0.00133064 0.0019927 0.0010313 0.00101583 0.000890568 0.00107689 0.000885061 0.00110814 0.000747674 0.000625166 0.000622267 0.000822457 0.0020657 0.00839603
threshold=-0.092084999999999986 34.424709467050008 -0.117885 85.769879735700016 -0.096559999999999993 83.933662832600007 -0.122095 42.206017975500011 75.28220456885002 75.629015667650023 77.094225348750015 38.804629908750009 102.21786657775002 83.116371560950014 -0.14510999999999999 78.290589216800015 41.559097512700014 77.209829048350016 -0.095074999999999993 -0.156745 0.10787500000000003 -0.10434500000000001 0.074735000000000024 -0.21563499999999999 55.782817748650011 104.45466374235001 62.00390986255001 71.246828915000023 62.186725015400008 65.036490633650018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 20 7 -7 18 -10 -11 13 14 -12 15 -13 -16 -18 26 22 21 24 23 -14 -3 -24 -5 28 -28 -30
right_child=-2 3 -4 8 -6 6 -8 -9 9 10 11 12 19 -15 16 -17 17 -19 -20 -21 -22 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=-0.075653395259224251 -0.00011075260229511249 -0.076749812217031699 0.074095849486549001 -0.0016473672430490573 0.09063932560138066 -0.07322872113067673 -0.10007057285626403 0.028445568929731657 0.074836378127094358 -0.00062922412986824794 -0.10007095521479839 -0.068456776499312602 -0.036247105903043704 0.037175986933789353 0.09884779204460109 0.054560679082869157 0.10007310122334104 -0.037132527759561731 -0.0042928195912317717 -0.10000884210244826 0.056228434271769337 -0.10006950229036626 0.0055581701246270668 0.08615618642651765 0.0076053690805638965 -0.10001044307440164 0.00041898723539058924 -0.0015758904069552487 0.045010450444482562 0.003057680211665843
leaf_weight=0.003516639520399518 33.174455343048891 0.0011340403574417934 0.01066371315602585 1.543284668570778 0.016675944082507992 0.0028705302314211423 0.0047588742195898703 0.0026899447820625255 0.022306004504338284 0.52517747376060697 0.0029626041143146998 0.0019735034555119491 0.0013454855245741415 0.0012769149374108092 0.010450218676851364 0.0073149988756975315 0.002146082930266858 0.0020887546961603221 0.53609506746465463 0.0014203435375487088 0.0027247150010225587 0.0011217612773180017 0.0010309738769223031 0.0016425341100597766 0.014301656444838454 0.0012304274501378776 6.5813662563732569 1.5335384099611022 0.051428282605826214 0.65870034711173631
leaf_count=176 2367 75 34 47 21 41 39 17 28 37 52 57 36 87 6 48 1 63 43 151 14 6 43 31 307 177 69 192 73 295
internal_value=-5.30424e-08 0.00031798 0.036959 0.000272928 0.0208367 -0.0184865 -0.0591037 -0.0240426 0.000190082 0.00404799 0.00122864 0.0291997 0.0413653 -0.0587331 0.0598241 0.0284235 0.0796855 0.032399 -1.5956e-05 -0.0249825 0.0032509 -0.00546715 -0.00468256 0.0310388 0.0014079 -0.0518817 0.00020518 0.000529145 0.000971874 0.00609595
internal_weight=44.7217 11.5472 0.0141804 11.5331 0.0462775 0.0296015 0.0103193 0.00556048 11.4868 0.582366 0.56006 0.0348828 0.0306433 0.00423952 0.0239736 0.0092885 0.0146851 0.00423484 10.9044 0.00666976 0.0192822 0.0165575 0.00524942 0.00298802 0.0154357 0.0022614 10.3683 8.82503 7.29149 0.710129
internal_count=4633 2266 210 2056 520 499 97 58 1536 817 789 752 613 139 175 105 70 64 719 438 402 388 287 67 382 220 676 629 437 368
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 3 4 0 2 3 3 0 0 1 4 1 1 1 1 2 3 1 1 3 2 2 1 1 3 3
split_gain=0.000156306 0.000945969 0.000501919 0.00047776 0.000507571 0.00105108 0.000378432 0.000910294 0.000682738 0.000225345 0.000952282 0.000593631 0.00212433 0.00166771 0.0012449 0.00125538 0.00707138 0.0303666 0.00208639 0.00108305 0.000862814 0.00663208 0.00637918 0.00380397 0.00368078 0.0053883 0.00347561 0.00781856 0.00322471 0.00311506
threshold=0.11636500000000001 0.11148000000000002 0.12376500000000003 -0.031989999999999998 85.799452775150016 0.42293500000000012 42.91168285345001 98.031937268650012 -0.02903 0.091510000000000022 0.090665000000000009 87.261973998100004 86.866770652900016 62.154463517850012 41.32819714970001 62.014663695050011 61.950140699950005 61.987779113750001 62.068432857650002 -0.077085000000000001 -0.10696499999999999 63.452988794850008 68.20618276945001 -0.11595499999999999 -0.022394999999999998 0.23643500000000003 70.940344688150006 71.658163008950012 -0.12193999999999999 -0.25843999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 -4 -6 7 8 -5 10 11 12 14 -13 15 16 -1 -18 -17 -16 21 -15 28 24 26 -26 -24 -28 -23 -29
right_child=2 -3 3 6 5 -7 -8 -9 -10 -11 -12 13 -14 20 19 18 17 -19 -20 -21 -22 22 23 -25 25 -27 27 29 -30 -31
leaf_value=-0.00099214677261630726 -0.0033319217605880785 0.004075501906109248 0.00081831525883185223 0.00079656294349413721 -0.0055838397441237914 -0.00054056483373606586 -0.00069509959779654558 -0.0016722430830943867 0.0058825298241115291 0.00033776407639844698 -0.0041937413017828547 0.0058149377404095766 -0.0065882514966989813 0.10009360059295247 0.00073777790807614868 -0.0084988450432240022 -0.10032030315203021 0.098967258255651724 -0.0013576382293646486 -0.0038533208793548566 7.5085671916911342e-05 -0.078233482705627355 0.093188940449453861 0.077776818351735971 -0.092266467333618152 0.031786061898498537 -0.10013897075342174 -0.065682285276757499 0.005829611913436037 0.052888538017576529
leaf_weight=0.52092953943398701 0.55594301128102319 0.58228812061417912 1.0132913824691629 0.50263734161853779 0.56710774673106668 1.5231743807255687 1.0001460494617047 0.51099337908520315 0.55579758919293443 13.721444232459332 0.5740930992234351 0.54032117987935535 0.56688445945634391 0.0074857936124047833 6.6762659783459064 0.56082159115342678 0.010585596396598507 0.027533978121027758 1.5124906122590132 0.55666648888010239 12.557239340658471 0.012477500385188023 0.0062050811064882075 0.0091432037902130503 0.0076317204512680037 0.0064696031150575095 0.0051596263733353345 0.0025365399133512002 0.0071945060044527045 0.017516969760462606
leaf_count=224 67 75 21 2 55 43 9 29 42 898 109 27 44 4 513 27 71 26 55 184 1662 45 29 19 68 56 15 74 9 131
internal_value=2.96211e-07 7.55079e-05 -0.000464435 -0.000183434 -0.00101845 -0.00190884 0.000825106 0.00179388 0.00346727 1.40643e-05 -0.000169583 -7.17392e-05 -0.00063532 0.000374365 -0.000293249 -0.00215532 0.00205022 0.0436262 -0.0032893 0.000384434 0.000141779 0.0103775 0.00134271 0.0189165 0.00709361 -0.0353519 0.0261443 0.00964424 -0.0474897 0.0378907
internal_weight=44.7185 38.4894 6.22909 5.67315 3.10357 2.09028 2.56957 1.56943 1.05843 37.9071 24.1857 23.6116 10.4322 13.1794 9.86529 2.63236 0.559049 0.0381196 2.07331 7.23293 12.6391 0.0818205 0.0743348 0.0546627 0.0455195 0.0141013 0.0314182 0.0252131 0.019672 0.0200535
internal_count=4633 4365 268 201 119 98 82 73 44 4290 3392 3283 1144 2139 1100 403 321 97 82 697 2112 450 446 392 373 124 249 220 54 205
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=4 4 3 3 0 4 4 4 4 4 4 4 3 3 0 4 2 2 4 2 2 0 4 4 0 0 1 2 1 0
split_gain=0.000181123 0.000885583 0.00103972 0.00061172 0.00313314 0.0132605 0.0157555 0.0142785 0.00526916 0.00363094 0.00861007 0.00539776 0.00216193 0.000606109 0.00103971 0.0173932 0.00726883 0.000848842 0.00174112 0.000783872 0.00232108 0.00169996 0.000856501 0.00909008 0.01913 0.00817143 0.00670942 0.00670393 0.00403969 0.00949471
threshold=41.404176814550006 41.542492784600007 0.096480000000000024 0.09557000000000003 86.780739992750014 41.675153845500006 41.835830569250014 41.965446242000006 42.055256506450007 42.876019054300009 42.686561923500008 42.154118731400011 0.092015000000000027 0.08846500000000003 86.538778761000017 41.976795488650005 -0.077085000000000001 -0.13509999999999997 43.182896969600009 -0.031989999999999998 -0.079789999999999986 96.741477366050006 42.409092016550012 43.182896969600009 89.474575039450016 96.082805124100005 78.290589216800015 -0.083330000000000001 70.663433500700009 97.491557184450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 12 5 -5 -7 -8 -9 10 11 -10 13 14 15 16 -3 -15 -19 20 22 -21 -16 24 -24 27 -27 -25 -26 -30
right_child=1 3 -4 4 -6 6 7 8 9 -11 -12 -13 -14 17 19 -17 -18 18 -20 21 -22 -23 23 25 28 26 -28 -29 29 -31
leaf_value=0.00015837567461992916 -0.0061176340823690485 0.094790430491586378 9.9187290409821148e-05 -0.00062724378063204467 0.00010601666228309797 -0.10102663591921815 0.046572808726406081 -0.10075078704429137 0.0007007203436377161 -0.064916770423801839 0.060280556830317938 -0.10011480002321385 0.0060898870959132691 0.0015380020266728474 0.00032338370589399647 0.00082856074793632929 0.012228773206317574 -0.0071749862749169507 0.00082832730363759728 0.0060653304783405658 -0.006999452530544778 -3.4611603328318353e-05 -0.10074750049654602 0.038804428515352166 0.074348687207785202 -0.10088943161134348 0.012853241176771325 -0.00093653310415166247 -0.10019428273564471 0.054769330537092958
leaf_weight=27.688438698773396 0.54212000950693162 0.028235184037839645 0.53400473847224816 0.507066632744681 3.1294963375630918 0.029581565642729402 0.025401985654070813 0.012373186092190736 0.011383798837414361 0.017397785005783817 0.011744307596472936 0.0099550070370497679 0.60750991084106232 0.5082871200761544 4.0521935701368141 1.6135471672105519 0.017135208351705677 0.57777750711852804 0.51332933278037673 0.55789901506624762 0.56410280367834964 2.5227508588634495 0.027651898883050197 0.046325285596799048 0.0088184994019684382 0.01417631065955588 0.0081776715404470735 0.50709582873332681 0.0067701640590485104 0.0095048087647776613
leaf_count=2167 47 35 21 5 177 6 13 6 6 36 17 40 105 23 121 485 28 101 43 99 106 208 19 266 14 66 304 7 16 46
internal_value=5.64944e-07 -0.000256137 -0.00303266 -6.87578e-05 -0.00118487 -0.0076496 -0.0378675 -0.0166979 -0.0422682 -0.0279338 -0.00848509 -0.0463319 0.000274959 -3.00047e-05 0.000259508 0.00254557 0.0636091 -0.00183732 -0.00340969 -0.000196009 -0.000939668 0.00107007 -0.000209365 -0.0036441 -0.0433778 -4.19632e-06 -0.0592794 0.00239007 0.0198412 -0.00969339
internal_weight=44.7103 17.0218 1.07612 15.9457 3.7544 0.624904 0.117838 0.0882561 0.0628541 0.0504809 0.0330831 0.0213388 12.1913 11.5838 9.98438 1.65892 0.0453704 1.59939 1.09111 8.32547 5.24482 3.08065 4.68071 0.62852 0.0527454 0.575775 0.022354 0.553421 0.0250935 0.016275
internal_count=4633 2466 68 2398 306 129 124 118 105 99 63 46 2092 1987 1820 548 63 167 144 1272 965 307 859 738 95 643 370 273 76 62
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=1 0 4 1 1 4 2 4 3 4 1 1 0 4 0 3 0 4 4 0 2 2 2 4 0 1 3 0 0 1
split_gain=0.00017064 0.000953205 0.0164185 0.00707189 0.0137202 0.00431198 0.00813827 0.005724 0.00544212 0.00279755 0.00218661 0.00343577 0.00213277 0.00116581 0.00086741 0.000755243 0.000993005 0.00117982 0.00445554 0.000889509 0.00211936 0.00230225 0.00133987 0.00241407 0.000769398 0.000615087 0.000424851 0.000366951 0.000345532 0.000286113
threshold=62.079186690200011 86.393602021950016 40.767054867700004 63.452988794850008 63.910026677050006 41.772405911750006 -0.09715 44.026978245600006 0.094235000000000027 42.455548714850003 62.116825104000007 62.186725015400008 85.990333302400003 48.109449608500007 87.261973998100004 0.092015000000000027 85.823648898300021 42.081757894750005 40.040404835300002 85.990333302400003 -0.08725999999999999 -0.0057149999999999996 -0.06828999999999999 39.571921479100006 85.732241321850012 62.084563606450011 0.43380000000000013 85.882794977150013 86.420486603250012 62.095317438950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 -2 -5 -4 9 8 -8 -7 -11 -12 13 27 15 16 24 18 -18 22 -21 -22 -17 -24 -1 -3 28 -13 -27 -30
right_child=1 25 5 4 -6 6 7 -9 -10 10 11 12 -14 -15 -16 19 17 -19 -20 20 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-9.0489234381320864e-05 -0.10067395271043118 -0.0034501099952854407 0.0030546987805865114 0.097216678424434322 -0.10030177179078055 0.097745170146206345 -0.10086830225777293 0.016776679180024259 -0.010912874737732631 0.070197208749019566 -0.1002174898092984 -0.025036477209054293 0.09715433450135269 0.048391699841284788 0.0041706298420333748 0.00052565761867201901 0.00020672826712022187 -0.00030604224337817956 -0.010664306066846834 -0.0006856726192712388 0.0057526417487707669 0.00039346482555103021 0.0012693493018595368 -0.0079819873479168666 0.0043192287155346424 0.0026136288193122012 -0.0028372677847138127 -0.10007126905859501 -0.0016418059868607646 7.5837854833986189e-05
leaf_weight=1.574358027218602 0.023980302903794274 0.52681562204089161 0.51944441570787703 0.0063799614897561705 0.0078363012106090722 0.0045231060576042042 0.020784659339788562 0.0095781180065159788 0.0099424075479248586 0.0039587416744097945 0.0033498823922855081 0.0013739151010909723 0.0024908963896450587 0.0015699273790232837 0.54454519521129796 3.9599287603281539 1.0359818957684011 2.5574943740442055 0.59271638285804318 2.5367155042185914 1.6707084507652328 1.5409285038476808 0.56117185264520031 0.56709980046039377 0.52848535787779827 0.5187443514878386 0.51669502805280032 0.0012399612460285425 1.0109119048574999 23.83224345580102
leaf_count=681 16 19 38 12 37 8 35 21 31 10 6 75 5 3 48 100 27 61 71 16 44 25 19 55 12 6 42 3 9 3098
internal_value=-1.51578e-07 -0.000158163 -0.00404532 -0.067544 -0.0116596 0.000149068 -0.0255145 -0.0507211 -0.0717613 0.0293832 0.00727053 -0.0175794 0.0238948 -0.0197215 0.000241485 0.00011655 -0.000755165 -0.00164575 -0.00374946 0.000622452 0.00147485 0.00318133 -0.000340532 -0.00338062 0.00101776 -6.74144e-05 1.44784e-06 -0.0606312 5.92807e-05 5.94389e-06
internal_weight=44.692 27.0219 0.616453 0.0381966 0.0142163 0.578256 0.0588116 0.0403052 0.0307271 0.0185064 0.0139833 0.0100246 0.0066747 0.0041838 17.6701 17.1256 6.28904 4.18619 1.6287 10.8366 5.74835 3.21164 5.0882 1.12827 2.10284 26.4054 25.8786 0.00261388 25.3619 24.8432
internal_count=4633 3474 300 65 49 235 197 87 66 110 102 92 86 81 1159 1111 852 159 98 259 85 69 174 74 693 3174 3155 78 3113 3107
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=31
num_cat=0
split_feature=4 4 3 0 1 3 4 2 1 0 0 3 4 4 0 4 3 0 2 3 2 3 0 3 0 1 1 1 0 2
split_gain=0.000176043 0.000853755 0.000824487 0.000661409 0.00805013 0.0218521 0.0142932 0.00554333 0.00284068 0.00164808 0.0029947 0.00131039 0.0010518 0.000778251 0.000587993 0.000490287 0.00045602 0.00136773 0.00258382 0.000939773 0.00090182 0.00118655 0.000836433 0.000930995 0.0147997 0.0143349 0.000490779 0.020149 0.00199389 0.0101487
threshold=41.404176814550006 41.542492784600007 0.096480000000000024 86.103248543850015 62.020040611300011 0.099465000000000012 42.455548714850003 -0.09715 62.079186690200011 85.990333302400003 85.823648898300021 0.091705000000000023 41.835830569250014 48.109449608500007 86.09518316945001 41.362929270750008 0.08846500000000003 86.692020874450009 -0.11692 0.086555000000000021 -0.08725999999999999 0.088260000000000019 87.028078140750011 0.12376500000000003 89.057864029250013 63.452988794850008 62.907231794400012 64.730006406800015 96.631250582750013 -0.094409999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 4 -3 6 14 9 -7 10 11 13 -5 -8 -6 -1 19 18 -18 26 21 -21 -19 24 -24 -26 -14 -28 29 -29
right_child=1 3 -4 12 5 8 7 -9 -10 -11 -12 -13 16 -15 -16 -17 17 22 -20 20 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=9.6733257986132996e-05 -0.0057226115590184598 0.00027888302384271541 -0.00018602297458029146 -0.0045006242700950071 0.077397069975649088 -0.10090211064300202 -0.062091056640207802 -0.10010085336516339 -0.02085715016278512 0.10002377033140841 -0.10007066791332848 0.099903819537486449 -0.0010012635620967674 0.044600082545842148 0.10030121533119576 0.0031910613012906398 0.001227813361432938 0.0036795699562732331 -0.0085285090296989656 0.0074182405890397931 -0.00079587738340532144 0.00071834957196972274 -0.048834199057710387 0.000268955394151692 0.064444182989190718 -0.0027741806973698466 0.078165225253178872 0.033190273925226561 0.00020244446730764045 -0.060026956569505845
leaf_weight=27.159313945766453 0.54298153572404817 1.603960722903538 0.53298024487376949 0.56980132092473823 0.020417996105011826 0.0096299748024648579 0.0012327951063113574 0.0057173366181735305 0.0082163163914401594 0.0022279363329289481 0.0020611326035577804 0.002244374475026234 3.6125949540514117 0.001534982118755579 0.024849464010912925 0.52189551129587997 0.50545758866792312 0.53332295489963177 0.58633538810318053 0.55057062904880572 0.54792147321795903 0.50843311624657872 0.066070992601453549 2.5241721866548446 0.033665543422102928 0.55079069592515861 0.033222253128770141 0.020329850753355139 3.5710427755314358 0.027447989549173157
leaf_count=2150 47 432 21 116 28 10 80 63 31 4 5 4 132 3 22 17 6 11 44 53 119 4 36 37 4 215 23 230 598 88
internal_value=-4.7786e-07 -0.000253774 -0.00298005 -6.95549e-05 0.00180573 0.03315 0.0619238 -0.0226111 -0.0640499 0.0250208 0.00139644 0.0431225 -0.000291053 -0.0029212 0.0899702 0.000155073 -0.000115605 -0.000900793 -0.00401171 0.000309208 0.00249758 0.00420159 1.51888e-05 -0.000600397 -0.00397365 0.0010977 -0.000174856 0.000642626 -6.90634e-05 -0.0203623
internal_weight=44.6804 16.9992 1.07596 15.9233 1.68209 0.0781323 0.060286 0.0150186 0.0178463 0.00930122 0.00707328 0.00501215 14.2412 0.00276778 0.0452675 27.6812 13.6714 4.79982 1.09179 8.87156 1.60693 1.059 3.70802 3.1747 0.650527 0.584456 7.26464 3.65204 3.61882 0.0477778
internal_count=4633 2466 68 2398 682 250 209 159 41 96 92 87 1716 83 50 2167 1600 353 50 1247 176 57 303 292 255 219 1071 939 916 318
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=0 4 4 0 1 0 1 1 4 3 2 4 1 1 3 2 2 1 1 0 1 1 2 2 4 3 3 0 2 1
split_gain=0.00016115 0.00184442 0.00797924 0.000333032 0.000246127 0.000224641 0.000488377 0.0048465 0.0159001 0.00640574 0.00362704 0.0102883 0.00306946 0.00404309 0.00313008 0.000276173 0.000918861 0.00661231 0.0175209 0.0130877 0.000310452 0.000381754 0.000372497 0.00150593 0.0181217 0.0130885 0.0183875 0.000546876 0.000672826 0.00059124
threshold=102.21786657775002 40.040404835300002 39.427119987250002 102.75018128760001 81.761388663200009 100.35207663525001 75.981203682750007 76.279622535200005 38.238138001450004 0.085235000000000019 -0.0309 41.835830569250014 77.852370541550016 80.395651932950003 -0.083149999999999988 0.20852500000000004 0.075080000000000022 61.944763783650011 66.859265246100009 88.350799540950007 75.629015667650023 75.424692849750016 -0.027754999999999998 -1.0000000180025095e-35 41.489621506400006 0.089965000000000031 0.084565000000000015 96.870523356300012 -0.11534 74.757955233350017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 -2 6 15 -8 -9 12 11 -11 -10 14 -14 16 20 -18 19 -19 21 22 27 24 25 26 -24 29 -29 -1
right_child=1 3 -4 -5 -6 -7 7 8 9 10 -12 -13 13 -15 -16 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0001105164326161716 -0.10004335725802367 0.0025225194005695489 0.0825431543316721 -0.001045761567370031 -0.042917877674636923 -0.00093501186114885223 -0.00071267694981741675 -0.093769794313470003 -0.10006415376724738 -0.022254740795183702 0.086103846235349613 0.085966364245037105 -0.046388713206411185 -0.10011151542788324 0.099410645894858304 0.0021800260490102289 0.00041676239816718834 -0.043613271880401615 -0.097158898013272668 0.04349245454191545 -0.0023855223599861738 0.0027416006431378167 0.081928459179537352 0.0001977945521210897 -0.0016123947921479753 0.078153720197516152 -0.049599643785963765 9.7321583636080124e-05 -0.0028563660338683156 0.0019115593977018881
leaf_weight=26.268681259521472 0.002881500415386839 0.52067899785657801 0.0104194784418008 0.525575945306751 0.001021629803244252 2.5783378219683817 0.5159370482474912 0.0098227032250513269 0.0036428217055046739 0.01646591283770249 0.023627913474683737 0.018830754445843922 0.0022321442977144843 0.002479539442619666 0.0043264732521741392 0.56535836464547529 0.55357048026850364 0.035709966101194368 0.026518889710075655 0.033366648703577084 0.53101122702602666 0.51946212112761614 0.01805985322971615 6.6132160349852454 0.57284082487898669 0.053642232126961176 0.025831647174982209 1.5188474487936345 1.5667439871558606 1.5302368876712105
leaf_count=1998 68 32 53 734 355 254 13 45 39 32 23 14 13 18 54 146 40 28 49 23 31 23 34 257 77 20 18 71 48 23
internal_value=9.49787e-09 0.00121795 0.0368603 0.000730028 -0.085091 -2.96112e-05 2.72839e-05 0.00286568 0.0255385 0.0419049 0.0557801 0.0354812 -0.0225689 0.00866557 0.0497896 -1.4651e-05 -4.57734e-05 -0.00377726 -0.0280638 -0.00153787 1.59921e-05 4.89544e-05 1.23079e-05 0.000655601 0.00517184 0.0450174 0.00451968 -0.000139402 -0.00140245 7.92037e-07
internal_weight=44.6694 1.06058 0.0143226 1.04625 0.00390313 43.6088 41.0305 0.597365 0.0814283 0.0716056 0.0589246 0.0352967 0.012681 0.00903816 0.00655862 40.4331 39.8677 0.649166 0.0955955 0.0690766 39.2186 38.6876 38.1681 7.28359 0.670375 0.0975337 0.0438915 30.8845 3.08559 27.7989
internal_count=4633 1242 476 766 423 3391 3137 251 238 193 69 46 124 85 67 2886 2740 140 100 51 2600 2569 2546 406 149 72 52 2140 119 2021
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=3 3 3 1 2 3 4 0 0 3 1 0 0 0 0 3 3 4 4 4 1 4 0 2 3 3 4 2 3 3
split_gain=0.000165673 0.000613687 0.000808729 0.00172505 0.000893628 0.000721083 0.000760001 0.00118653 0.000706417 0.0012635 0.000790797 0.00513325 0.00505287 0.0100141 0.00317804 0.000609565 0.00126761 0.000893423 0.00199876 0.00201327 0.00165037 0.00143783 0.00135956 0.00327607 0.00101671 0.000577101 0.000559081 0.00138271 0.000551492 0.000520198
threshold=0.10249000000000003 0.091510000000000022 0.08846500000000003 62.057679025150001 -0.056184999999999992 0.090465000000000031 42.477827694800006 97.615226258450022 91.437149474700007 0.098950000000000024 72.62331947780001 96.082805124100005 93.501885318850015 94.165934477050016 94.770837556450019 0.10646500000000002 0.10487000000000003 41.444941515100005 40.986363433950011 40.574766824850009 62.068432857650002 37.817254840650008 87.842680954300008 -0.083834999999999993 0.11768500000000003 0.096915000000000015 41.542492784600007 -0.085550000000000001 0.10336500000000003 0.08729000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 -4 5 6 7 -5 9 25 11 12 -10 -14 -15 16 28 18 19 20 -17 24 23 -19 -22 26 -3 -28 -2 -1
right_child=15 8 3 4 -6 -7 -8 -9 10 -11 -12 -13 13 14 -16 17 -18 22 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-8.375516516557497e-05 -0.0015874788301821316 0.00073837773610812055 -0.0066268290076809165 -0.0056677206042870382 -0.004262141971883497 0.0033516950719774397 0.0025911771904373487 0.00017199302037933879 -0.070072636479753508 0.0058775264028674617 0.00034725944787302501 -4.0207525125246221e-05 0.038519547198487721 -0.084514914025792878 -0.021591306976116973 0.0031271564887696544 -0.0059830008608669702 2.3016172891890909e-05 0.0047713607475787304 -0.0058276297311566916 0.0039054799671806237 -0.0053884491217219875 0.00058353456219136445 -0.0095491375953731181 -0.0023351175229832507 -0.0020623838336332359 -0.00045043019713034751 0.0066425643816197229 0.002061327286480891 0.0015540171124418703
leaf_weight=18.237052315976115 1.4366049845984488 3.5766669123182222 0.55995389129510575 0.52687939346895407 0.55322699907377293 0.55761615532583597 0.52473744459272342 1.024426209837852 0.020636423607016119 0.58665894133355312 3.0981270700485783 0.51372155490753357 0.022989526602117394 0.013586923542504792 0.019613523547604927 1.5754369274236535 0.54178457071649511 1.0223481667295145 1.072985015553513 0.53114588733669865 0.52608501108984851 0.58362804094235521 2.0516960372460717 0.5498464304919114 0.5182197567709661 0.5559552402655753 0.51796074580533968 0.58551836681776748 0.58205361988577653 2.1701527087820791
leaf_count=2783 31 73 85 34 102 62 28 49 21 68 274 16 24 54 27 46 45 32 23 18 44 102 86 47 52 42 28 43 45 249
internal_value=3.33573e-07 0.000110392 -0.000157531 -0.00150794 -0.000608524 0.000158956 -0.0006986 -0.00181138 0.000790774 0.0014767 -0.000291997 -0.00364566 -0.0277545 -0.0122127 -0.0473421 -0.000336749 -0.0016881 7.36275e-05 0.000967358 -0.000125591 0.000819855 -0.00141304 -0.00111201 -0.00332467 0.000808682 0.000983628 0.00134546 0.00331319 -0.000535394 9.04096e-05
internal_weight=44.6573 33.6655 24.154 3.74684 3.18689 2.63366 2.07604 1.55131 9.51144 5.82276 3.68868 0.590548 0.0768264 0.05619 0.0332004 10.9918 2.56044 8.43139 4.8075 3.73452 3.20337 1.62793 3.62389 1.57219 1.0443 5.2361 4.68015 1.10348 2.01866 20.4072
internal_count=4633 4062 3392 360 275 173 111 83 670 254 416 142 126 105 81 571 121 450 285 262 244 198 165 79 96 186 144 71 76 3032
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=31
num_cat=0
split_feature=1 3 3 1 3 3 3 3 3 3 3 3 3 2 2 4 3 2 1 3 0 0 1 2 1 4 1 1 1 4
split_gain=0.000151696 0.000388863 0.000247488 0.000726272 0.000951726 0.000981702 0.00120619 0.00154034 0.000475903 0.000501423 0.00109557 0.000867659 0.00053532 0.000828576 0.00169816 0.00135048 0.000792142 0.000756803 0.000528279 0.000490195 0.00044864 0.00210826 0.0016014 0.001096 0.00287716 0.00109531 0.000599121 0.00136939 0.000784143 0.00570807
threshold=61.885617704800005 0.10787500000000003 0.10214000000000002 61.93938686740001 0.10336500000000003 0.10526500000000003 0.10646500000000002 0.10876000000000002 0.098950000000000024 0.098085000000000019 0.096480000000000024 0.094780000000000017 0.091510000000000022 -0.082654999999999992 -0.085550000000000001 40.099856909850011 0.090665000000000009 -0.074029999999999999 62.132955852800002 0.091705000000000023 87.261973998100004 86.866770652900016 62.154463517850012 -0.071969999999999992 62.020040611300011 41.243661560350013 62.425997789000007 64.630533455950015 68.327163385350005 35.119813570500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 -6 -7 -8 9 10 11 12 16 14 15 -14 20 -15 -19 -17 21 23 -22 25 -25 -2 -24 -28 29 -29
right_child=2 -3 3 4 5 6 7 -9 -10 -11 -12 -13 13 17 -16 19 -18 18 -20 -21 22 -23 26 24 -26 -27 27 28 -30 -31
leaf_value=0.00016355864354993847 -0.0028604917697477709 0.00316136982123825 -0.0029785993072902429 -0.0042255651293781806 0.0040644016445924259 -0.0048215730622660109 0.0051209846107090435 -0.00031749712094662069 0.002892841172460631 -0.0030149400140490152 0.0043973008566879721 -0.0039674530233800064 0.0049238813108614119 -0.0034855777036867821 0.0073546069968654509 0.00097774630920033421 -0.00380949992573775 0.0024691788351646348 -0.00030753030651148132 -0.0033782372333619661 0.0056770083412133153 -0.0064809864238758287 -0.0031296673230667331 0.0020898193984396308 -0.0081249214704267724 0.00059540898594170227 0.0049687030402166751 0.0007572026701758933 0.00021537599302796497 -0.025852242074786549
leaf_weight=2.4799786249871043 1.0415471522109827 0.52415474015543839 1.0487623841727352 0.54686446802877231 0.57570936858573407 0.52949040686952908 0.56768198490482991 6.3047366891164103 0.59207155834472303 0.53127394692915686 0.57773622725556251 0.54101687225775918 0.53672827984345728 0.5254213591160809 0.5399939799463026 0.50324542491057389 0.57209262989679999 1.0292642090882966 2.0495548145981015 0.53086338189352389 0.54001418957704928 0.56391218813998101 0.54417613113764574 0.53631596598323683 0.56755244200804222 7.6753093042453031 0.58813242909854935 0.50415839807828788 10.887340190699424 0.095959344949541503
leaf_count=540 174 39 17 36 49 30 55 343 120 30 107 77 47 32 10 4 99 13 96 64 25 44 19 37 70 363 73 13 1841 166
internal_value=3.28348e-07 0.00068661 -4.91755e-05 -0.000495377 -0.000189867 8.67793e-05 -0.000222594 0.000131737 8.40051e-05 3.11796e-05 8.34674e-05 1.41128e-06 7.33894e-05 0.000943581 0.00251697 0.000853972 -0.000132826 2.2124e-05 0.000620737 -0.00125841 -4.3489e-05 -0.000534887 0.000344283 -0.000193459 -0.00316208 0.000182475 0.00011609 0.000262357 2.14023e-05 -0.00349767
internal_weight=44.6511 3.00413 41.6469 9.57325 8.52448 7.97762 7.40191 6.87242 32.0737 31.4816 30.9503 30.3726 29.8316 5.71507 2.11083 1.57084 24.1165 3.60424 3.07882 1.03411 23.5444 10.3846 13.1598 9.82072 1.10387 8.71686 12.6198 12.0756 11.4875 0.600118
internal_count=4633 579 4054 530 513 477 428 398 3524 3404 3374 3267 3190 266 125 115 2924 141 109 68 2825 688 2137 644 107 537 2112 2093 2020 179
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=31
num_cat=0
split_feature=4 0 2 2 1 4 4 3 3 3 3 3 1 0 4 4 2 0 0 0 0 0 2 4 4 0 0 2 4 2
split_gain=0.000238001 0.00102705 0.00896483 0.00608299 0.00381821 0.0035759 0.00253959 0.00230843 0.00168623 0.00163084 0.00168703 0.00145329 0.000712213 0.00116061 0.00172498 0.000834021 0.00169755 0.00119379 0.0184604 0.00371649 0.00134216 0.000687666 0.000667555 0.00174683 0.000814008 0.000605217 0.000743942 0.000456653 0.00243686 0.0005095
threshold=41.404176814550006 85.662341410450011 -0.082654999999999992 -0.083004999999999982 61.93938686740001 43.968221017800005 43.847983878700006 0.10087500000000002 0.08326500000000002 0.090665000000000009 1.0000000180025095e-35 -0.144095 61.93938686740001 85.823648898300021 42.154118731400011 41.808689985400001 -0.11334499999999999 85.882794977150013 86.036037090600004 90.60910437050002 97.722764583650005 86.264556031700025 -0.23353499999999996 48.96897326980001 48.823707093150006 86.393602021950016 86.474255765850003 0.059500000000000011 42.527280425250005 -0.083834999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -4 9 -7 10 11 22 -3 14 -14 16 -15 -18 -19 -20 -21 -17 23 24 -2 -23 -27 29 -29 -28
right_child=1 12 6 -5 5 8 -8 -9 -10 -11 -12 -13 13 15 -16 21 17 18 19 20 -22 25 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.00018131797216995081 -0.029414644770219406 -0.0037683114634673148 -0.10034149878734722 0.10010758836823508 -0.093646076026128164 -0.049377774617721075 0.029741475159448857 0.075345688866503321 0.099955511742388869 -0.080622316774169034 0.052219892623715562 -0.10002642438555842 0.0070386373238093165 0.002234405606440437 -0.0010489298189819529 0.0032385560976172312 -0.0011173262814759596 8.2437062339600493e-05 -0.035036733168244238 -0.098022308869494285 -0.053894402801227106 -0.0025813529766572415 0.034022131455798174 -0.10003630300996279 0.083157243836727415 0.0035124168401677817 0.00027704932625751349 0.0068993025560755428 -0.00048644923221238009 -0.0012877925902546393
leaf_weight=27.669064710087476 0.0012438124725241044 0.55661021200327354 0.011953002959020152 0.0062875398434698573 0.007550446011606482 0.0013485275874813851 0.0017162943180516208 0.0050809638378268565 0.0017213086249512344 0.0022506531968247137 0.0059697804690586045 0.0016768655461279524 0.5383383212029027 0.51639446512628229 0.51698725174082938 0.59099337336965696 0.50278241100022192 0.50128276529721916 0.071501760619867127 0.015272003897592867 0.012561961041954284 1.0251958305379947 0.0036336352495709287 0.0017848067664321121 0.0013283470907481387 0.55888007976437748 3.7013420003029465 0.54294430208028677 2.5208014075781522 4.7518945324255144
leaf_count=2167 44 40 162 2 73 8 48 6 58 10 25 67 14 40 58 86 4 3 43 28 53 16 9 13 5 23 911 35 155 427
internal_value=4.61487e-07 -0.000294292 -0.0141219 0.00983452 -0.00706366 -0.0566466 -0.0840085 0.0158624 0.0343559 -0.00103358 0.0104215 -0.0153894 -0.000250542 -0.000130911 0.00307667 -0.000351984 -0.00249773 -0.00471239 -0.00772184 -0.047105 -0.0781066 -9.81381e-05 0.00237203 -0.0240236 0.0287212 -0.000248658 -5.06204e-05 -0.000223523 0.000822423 -0.000602609
internal_weight=44.6464 16.9773 0.053546 0.0398767 0.0335891 0.0106203 0.0136693 0.0229689 0.00306984 0.0178879 0.0156372 0.00966747 16.9238 16.3672 1.05533 15.3118 1.6198 1.1034 0.600618 0.0993357 0.027834 13.6921 0.0079906 0.00435697 0.00257216 13.1011 12.0759 11.517 3.06375 8.45324
internal_count=4633 2466 530 320 318 139 210 179 66 173 163 138 1936 1896 72 1824 171 131 127 124 81 1653 71 62 49 1567 1551 1528 190 1338
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=4 4 3 0 1 3 4 2 1 0 0 0 4 4 0 4 3 0 2 2 2 1 4 4 4 1 4 4 3 1
split_gain=0.000193453 0.000615595 0.000722209 0.00046872 0.00740597 0.0190749 0.0127025 0.00500314 0.00280724 0.00148858 0.00270444 0.00117459 0.000689342 0.00066242 0.000616476 0.000374479 0.000387354 0.000844747 0.000824565 0.00051617 0.00365119 0.0139737 0.0176372 0.0047789 0.000890593 0.00161577 0.00082066 0.000986384 0.000761809 0.000566637
threshold=41.404176814550006 41.542492784600007 -0.12193999999999999 86.103248543850015 62.020040611300011 0.099465000000000012 42.455548714850003 -0.09715 62.079186690200011 85.990333302400003 85.823648898300021 85.799452775150016 48.109449608500007 41.835830569250014 86.09518316945001 41.362929270750008 -0.097064999999999999 86.162394622750014 -0.091639999999999985 -0.036264999999999999 1.0000000180025095e-35 61.998532946250002 40.300545846000013 39.525197829750006 41.184662530950007 61.923256118600001 41.11191809080001 40.890797847750008 0.12376500000000003 62.00390986255001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 4 -3 6 14 9 -7 10 11 12 -8 -5 -6 16 17 -1 -19 24 21 -21 23 -23 26 -26 27 29 -22 -18
right_child=1 3 -4 13 5 8 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 19 18 -20 20 28 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0006310232359546899 0.00018730241388706227 6.5608319250368382e-05 -0.0050069390541745496 -0.0036382823768065157 0.075755854756499708 -0.10082335922164865 -0.058706248944671163 -0.10009139856588221 -0.018685907641042301 0.1000214304052072 -0.10006402808984985 0.10002674061486921 0.043642951141868058 -0.00015574306046512443 0.10026571817200772 0.0028201892546640506 0.0010076615905671284 0.00048661238692444776 0.0060098772640276663 0.00085250582467618307 -0.00023232390230486238 0.034754509524415243 0.097311164435382055 -0.012940857878559475 0.0010089426309695174 -0.0067691185220187513 0.0037198112459067255 -0.0044564791128415557 0.0036846588690944552 -0.00046068258823639581
leaf_weight=1.0359795853943843 0.50223045085454032 1.5978790550655189 0.57317672366532757 0.56894154601247571 0.019010792836420154 0.0085468329311879643 0.0011709661862440157 0.0051419243685577607 0.008108693611283968 0.0020086423901375383 0.0018692825688049197 0.002007617469644174 0.0015023568412289023 13.656502326402251 0.022299172705970705 0.52047763267593339 3.4549527568609983 0.51898072761006198 0.56406414643668823 0.5336820101082882 7.2530984942297696 0.047636941654517595 0.035865312995156273 0.037580157758696942 0.50443574843302419 0.5675957492963426 0.53489510870895252 0.54152870893782967 0.53301553358307607 10.982136159894109
leaf_count=239 7 432 61 116 28 10 80 63 31 4 5 4 3 1600 22 17 139 119 150 20 390 39 41 15 9 63 14 53 29 830
internal_value=1.57324e-07 -0.000265652 -0.00258115 -0.000108992 0.00147612 0.0329251 0.0613127 -0.0221274 -0.060835 0.0247111 0.001617 0.0422222 -0.00118794 -0.000295026 0.0889863 0.000163206 0.000112262 0.00141045 0.0033632 2.3423e-06 0.000638945 0.00781096 0.038481 0.0137212 -0.000321644 -0.00310921 -0.000129014 -0.000266458 3.58218e-05 -0.000109292
internal_weight=44.6363 16.9704 1.07541 15.895 1.66955 0.0716663 0.0550108 0.0137008 0.0166555 0.00855887 0.00655022 0.00468094 0.00267332 14.2254 0.04131 27.6659 27.1454 2.11902 1.08304 25.0264 8.44088 0.654764 0.121082 0.0852171 16.5855 1.07203 15.5135 14.9786 7.78611 14.4371
internal_count=4633 2466 68 2398 682 250 209 159 41 96 92 87 83 1716 50 2167 2150 508 269 1642 534 115 95 54 1108 72 1036 1022 419 969
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=4 4 1 0 1 3 0 0 1 2 3 4 4 4 2 2 0 2 3 0 2 3 3 2 0 1 2 0 3 2
split_gain=0.000165431 0.00103197 0.000293188 0.00155597 0.00154449 0.00110666 0.00291252 0.000636386 0.00418257 0.0034781 0.0120656 0.0229656 0.00382279 0.00853698 0.00931852 0.0208658 0.0100436 0.00558363 0.00743375 0.00619721 0.000789017 0.000652242 0.00224534 0.000791129 0.00127228 0.0019601 0.000712654 0.00147904 0.000550794 0.00660368
threshold=41.559097512700014 41.741384785950011 71.053259929650025 96.324766355850002 70.816675614150014 -0.42796999999999996 89.711159354950013 87.261973998100004 64.630533455950015 -0.095074999999999993 0.095830000000000012 38.536700832000001 36.016191615950007 40.467253020850002 -0.060989999999999996 -0.051199999999999996 93.047535894850014 0.20852500000000004 0.091385000000000022 93.308316333500017 0.11061500000000003 0.091290000000000024 0.086255000000000026 -0.084729999999999986 85.823648898300021 62.014663695050011 -0.080234999999999987 85.990333302400003 0.098510000000000028 0.28423000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 -1 20 -9 10 11 -10 -11 14 16 -16 -14 19 -19 -17 21 22 23 -7 -25 -26 -23 -28 -5 -30
right_child=1 -3 3 28 -6 7 -8 8 9 12 -12 -13 13 -15 15 17 -18 18 -20 -21 -22 26 -24 24 25 -27 27 -29 29 -31
leaf_value=0.054557292250614099 -0.0045172253022815996 -0.00010571411677049922 -0.0054674964844285967 0.00020886224587252347 0.0056597826349156647 0.0010889900173959696 -0.075611625744663236 0.0091546650722158594 -0.019545060683708381 -0.00013205445206354726 -0.027586761791699263 0.086984159128742328 0.0038746303993932186 -0.065471013110360285 0.10006201526842454 -0.05136342481700408 -0.10023882689661963 -0.024870914448366768 0.08676686428859931 0.0080440896121906219 0.0036166980307935472 -0.00055365073022174618 -0.0071084766906954885 0.00085839314029803311 0.00022336527530819692 -0.0083216914301234551 -0.00045239401289623514 0.0028078608418109011 -0.028420683603323362 0.0013975371895573788
leaf_weight=0.0024560032874124671 0.54927996382208277 15.317351500244685 0.54986197743885412 8.7038489540109474 0.53714372051015402 2.0352092040266156 0.0057275012263744429 0.57965600569832476 0.03738728449673101 1.5343318090276619 0.042537373174582171 0.044114895121310838 0.018011676351306849 0.028748661576369017 0.020268361375201382 0.040549660338001892 0.019081638387785205 0.012085932405682343 0.011776711786723126 0.030971322521509137 0.58332705146402553 5.102915548711394 0.55142600636137107 1.0141895318593794 0.53296999260783173 0.54085176251828671 2.9583022940087158 2.6272400691523217 0.086866316789023346 0.51225130016054055
leaf_count=60 109 2272 136 774 15 242 9 106 37 39 35 29 10 30 16 24 33 30 11 28 50 92 61 34 23 17 49 38 185 39
internal_value=7.89134e-07 -0.000258434 0.00014378 -0.000298531 0.000374225 0.000219709 -0.0365458 0.000236091 0.00174729 -0.000586434 0.0155845 0.0381163 -0.00175545 -0.0154795 -0.00607045 0.00791772 -0.0496837 -0.0116623 0.0302247 -0.0256377 6.79987e-06 -0.000130266 -0.00111552 -0.000314041 -0.00168159 -0.00408052 0.00030064 0.00108111 6.98654e-06 -0.00292582
internal_weight=44.6307 15.8666 28.7641 9.85283 18.9113 18.3741 0.0081835 18.366 2.41952 1.83987 0.12404 0.0815022 1.71583 0.181494 0.152745 0.115652 0.0370933 0.0953836 0.0238626 0.071521 15.9464 15.3631 4.67465 4.12322 2.08801 1.07382 10.6885 5.58554 9.30297 0.599118
internal_count=4633 2381 2252 1134 1118 1103 69 1034 428 322 101 66 221 182 152 109 43 93 41 52 606 556 377 316 74 40 179 87 998 224
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=31
num_cat=0
split_feature=4 4 4 3 1 2 1 0 1 4 1 0 4 2 2 1 0 4 2 1 2 3 2 3 2 2 0 0 1 2
split_gain=0.000194783 0.000962119 0.00151393 0.00114533 0.000841709 0.00099333 0.00204983 0.000723162 0.000830462 0.000471857 0.000539691 0.0109659 0.00651784 0.00498282 0.00396085 0.00482782 0.00117148 0.000616227 0.00108124 0.0101098 0.00717359 0.00454681 0.0029243 0.00245022 0.00238572 0.00626339 0.00449093 0.00106729 0.00045633 0.000442529
threshold=40.574766824850009 40.148327922700012 40.003678352300007 0.098085000000000019 72.04530097975001 -0.070854999999999987 62.041548276350007 85.823648898300021 61.821094709650005 40.806664626150003 74.927328095600004 97.886760529650019 42.620627117000005 -0.0098449999999999979 -0.083330000000000001 75.629015667650023 96.870523356300012 42.527280425250005 0.22387500000000005 77.621163142300006 0.059500000000000011 0.25799500000000009 -0.0025899999999999999 0.094235000000000027 -0.081844999999999987 -0.084729999999999986 102.21786657775002 104.86330937810001 62.041548276350007 -0.079369999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 -3 -7 8 -1 28 16 12 -12 14 15 -14 -11 18 19 -13 21 22 23 24 25 26 -21 -28 -2 -30
right_child=9 4 3 -5 -6 6 -8 -9 -10 10 11 17 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-3.8979020612217114e-05 -0.0039370692829676767 0.00084188455225395675 -0.0070778474248097177 -0.00050887157234761021 -0.00067103128739307895 0.0088260061053434449 0.0013588073115672859 0.00043703405632877128 -0.0049273938686384376 -5.4560031484729238e-05 0.091089376320316467 0.00098412662333305216 0.08727127436337169 -0.10009750253111566 0.070062366025359618 -0.10027703052939303 -0.00484321167727245 -0.00076656367784324253 -0.0010421881103481483 0.099185460748247745 0.086900156221154962 0.10018002692763656 -0.10018261194454732 -0.059954001594184847 0.066766232388936142 -0.10015255449621296 -0.1001882013201158 0.024524102733202283 9.4461109154022832e-05 -0.0024563207146902164
leaf_weight=0.88240729959760689 0.53220745134683856 2.542606001454458 0.54132531380509508 0.52075355856709393 1.5339211785556885 0.57127558064417083 1.0312360298180463 9.0593695042945956 0.57331460050004579 20.578783220318016 0.021234888168693497 0.5376433956098482 0.0021617580086310513 0.0033322499594839591 0.01073951895159553 0.003759534391809094 0.52387444707553399 1.529849863193476 0.5108097562996079 0.0056247659329074478 0.023980775678637656 0.0052733425982296458 0.0026905811252263536 0.0042222053838225629 0.0079293692584796495 0.0043797544072488028 0.0018329744868168518 0.0010968653849445231 2.0222312894130785 1.0248078588021017
leaf_count=179 73 56 63 9 76 28 37 1164 98 1639 30 21 10 46 5 64 108 592 19 8 14 1 22 36 31 25 21 86 36 36
internal_value=1.04925e-06 0.000264143 -0.000258829 -0.00385698 0.00133026 0.00207085 0.00402077 0.000104603 -0.00196421 -0.000164896 -3.7729e-06 0.00133391 0.0525086 0.0115315 0.0338579 -0.0318065 -0.000173439 0.000533319 0.00233219 0.0052307 0.0452643 0.0150536 -0.00110758 0.00951867 0.0235779 -0.00289859 0.0468931 -0.0534988 -0.00123534 -0.000763441
internal_weight=44.6147 17.2562 11.5772 1.06208 5.67904 4.14512 1.60251 10.5151 1.45572 27.3585 23.7792 2.67656 0.0412279 0.0199931 0.0166608 0.00592129 21.1027 2.63533 1.10548 0.594674 0.0570306 0.0330499 0.0277765 0.0250859 0.0208637 0.0129344 0.00855461 0.00292984 3.57925 3.04704
internal_count=4633 1710 1513 72 197 121 65 1441 277 2923 2778 1031 155 125 79 74 1747 876 284 265 244 230 229 207 171 140 115 107 145 72
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=4 4 4 3 1 0 1 4 3 4 3 4 1 1 4 4 3 4 4 1 3 4 3 4 1 0 3 0 2 1
split_gain=0.000157431 0.000780197 0.00122314 0.000921562 0.000733919 0.000584962 0.000668993 0.000460712 0.000770162 0.000404706 0.000735998 0.00199483 0.0152995 0.0253818 0.0107493 0.000874061 0.000507747 0.000435324 0.00364688 0.00578928 0.0064518 0.000396217 0.00224928 0.000492759 0.00337347 0.000552659 0.00043806 0.000385983 0.000637193 0.00116812
threshold=40.574766824850009 40.148327922700012 40.003678352300007 0.098085000000000019 61.966271448700006 85.823648898300021 61.821094709650005 40.300545846000013 0.093635000000000024 37.500638522700008 0.091705000000000023 39.683197198900011 71.365121072750014 62.132955852800002 38.621016321050007 39.788107623550012 0.094780000000000017 36.016191615950007 37.041406607950009 69.999384342500022 -0.093130000000000004 40.986363433950011 0.10307000000000002 41.184662530950007 62.068432857650002 86.420486603250012 0.087795000000000026 85.823648898300021 -0.084729999999999986 61.950140699950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 6 -1 -6 -9 17 15 12 13 -12 -15 -11 -14 -7 19 -19 -21 22 26 24 25 -23 -2 28 -25 -30
right_child=21 4 3 -5 7 9 -8 8 -10 10 11 -13 16 14 -16 -17 -18 18 -20 20 -22 23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-3.5081674858144016e-05 -0.001934526590638406 0.0046708835860811513 -0.0063442646988199503 -0.00045783350162229263 -0.0010428538383663955 4.4186851752848834e-05 -0.0044177905916489481 0.00049734801002172531 0.0036408730562421708 -0.001052839586706092 0.10024498960534514 -0.00096667114639447142 0.0034414845329837317 0.049957362382386433 -0.024209241809305247 0.0019461651177640007 -0.00092535067234397978 -0.0066155970661719273 -3.2865327001796631e-05 0.053893986111034499 -0.094141852780416188 -0.0039412774849899197 -0.0070145387238743258 0.0028964971227217989 0.0078483091150923553 0.000672067469390949 0.0004256303467004357 -0.00026681570179205681 -0.0040811915469626528 0.0016809730752525166
leaf_weight=0.88242119880866732 1.0612599709651664 0.549736695132509 0.54341016080117543 0.52091544182439975 1.0489942721049752 2.0794502758190645 0.57538857067138915 3.0254904958956219 1.0498139880820287 2.6479063233079936 0.043150041252375426 1.0075373342108584 0.51934321904919478 0.032521629398339691 0.04896283492234943 1.5353053875300142 0.54640349189658177 0.055300689997238903 0.52035960302331197 0.0035562607585980397 0.01710211001628217 0.53300501329613437 0.54666565721793592 1.0779892995907805 0.57574163498690945 0.5063666700880276 3.0365939760145579 18.443917063262774 0.53034487150679366 1.0451284868566753
leaf_count=179 138 45 63 9 57 373 98 59 36 304 14 31 26 26 36 49 92 36 63 16 98 40 26 375 54 13 52 1963 164 98
internal_value=1.38704e-06 0.00023794 -0.000232797 -0.00346325 0.00119858 9.41979e-05 -0.00176491 0.000826067 0.00130713 0.000393442 0.00082631 0.00230794 0.00507956 0.0382311 0.00539172 4.7843e-05 0.00120263 -0.000638855 -0.00302072 -0.0234891 -0.068658 -0.000147799 -0.000989376 2.42972e-05 0.00170774 -0.00169372 -0.000185602 -0.000104579 0.00102311 -0.00025872
internal_weight=44.6101 17.2531 11.579 1.06433 5.67404 10.5147 1.45781 5.1243 4.0753 9.0569 6.38113 2.19792 1.19038 0.124635 0.0814845 4.18321 1.06575 2.67577 0.596319 0.0759591 0.0206584 27.357 4.64452 22.7125 1.61511 1.03937 4.09785 21.0974 2.65346 1.57547
internal_count=4633 1710 1513 72 197 1441 277 152 95 1164 578 225 194 76 62 353 118 586 213 150 114 2923 216 2707 107 53 190 2600 637 262
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=31
num_cat=0
split_feature=2 3 4 3 3 4 0 4 0 4 4 3 4 0 0 3 3 3 3 0 1 4 4 3 2 4 2 4 2 2
split_gain=0.000210264 0.000633255 0.00192367 0.00154396 0.000530348 0.000521118 0.000968339 0.00086477 0.00116878 0.00111922 0.000485531 0.0107458 0.00830266 0.0065817 0.00853647 0.00205316 0.00252476 0.00165644 0.00147422 0.00146774 0.0011358 0.00171272 0.00112426 0.00192263 0.000936392 0.000615246 0.000416063 0.000503303 0.00147213 0.00194576
threshold=-0.036264999999999999 0.43380000000000013 32.724174661450007 0.089965000000000031 -0.57039999999999991 38.474425342400004 97.789976036950009 40.148327922700012 96.870523356300012 40.21994457600001 43.384297312450009 0.086955000000000018 43.968221017800005 86.264556031700025 89.237990724000014 0.085910000000000028 0.083555000000000032 0.081515000000000018 0.080375000000000016 97.32487278035002 72.04530097975001 43.968221017800005 46.095286511800005 -0.16179999999999997 -0.18437499999999998 44.701063782750005 0.18839000000000003 42.081757894750005 -0.016014999999999998 0.022350000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 -4 8 -7 -9 -6 13 -13 -12 -15 16 17 18 20 24 25 -22 -23 -24 -14 -16 27 28 -11 -30
right_child=1 -3 5 -5 10 7 -8 9 -10 26 11 12 19 14 15 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.056123918893617369 0.025841994663943969 0.0037132491265139192 0.0048427792824014678 -0.10019473886654205 -0.00020150222081555459 -0.0058391746412941089 -6.4429139015215506e-05 0.0047423112554908185 -0.00017237767535723572 0.0058085331850955945 0.0021846098763166678 0.085835969711828511 -0.065355432754494056 -0.091210816078108881 -0.0061849376390412519 -0.10016990647313498 0.062006152357890448 -0.10008788054275837 0.080585868158970064 0.035446291463173872 -0.10008028354724496 0.063860001147137066 -0.10002522153055743 0.023365583779912508 -0.0025590565527024468 -0.10004696292683633 -0.0025796266734532114 -0.00043706053844774339 -0.0052200307955494671 0.0012796185828708615
leaf_weight=0.0016924356936510723 0.0013689985097791449 0.52932662738841685 0.66038448557654117 0.0033511628559733386 29.781622987757245 0.56639872831439442 1.0282418123728323 0.54011913243993959 1.0183365715735022 0.56095447738289284 0.54268471426457521 0.026243159870826815 0.0043676305031681304 0.017900678825992777 0.0010772315908980099 0.0019642341852730274 0.0060729941287389613 0.0019264434548063028 0.0019071792020776126 0.0050434717475411625 0.0014515641190655524 0.0033102977243988363 0.0016795882762706809 0.0050886390347743022 0.0052037672235201162 0.0019854855535124116 0.56018388593780244 5.1221215071900792 0.54219973695313228 3.0598187833498334
leaf_count=38 37 19 101 29 2284 91 116 21 71 70 233 54 24 25 13 9 26 71 20 30 64 42 39 237 18 63 145 470 50 123
internal_value=1.72669e-06 0.000319545 0.000188072 -0.06364 -0.000146598 0.000210129 0.00185467 -2.18665e-05 -0.00219774 0.000310156 -0.000143482 0.0026084 0.0521957 -0.000842828 -0.0378758 -0.00179869 0.00608819 -0.0123413 -0.0020965 -0.00821032 -0.0129025 0.00147618 0.0161029 -0.0072548 -0.0312144 -0.0670334 6.70049e-05 0.00022668 0.00104335 0.000301248
internal_weight=44.604 14.1928 13.6635 0.00472016 30.4112 13.6588 1.68863 11.9701 1.58474 10.3854 30.4095 0.627907 0.040858 0.587049 0.0443643 0.0264637 0.0244994 0.0184264 0.0165 0.0146149 0.0145928 0.0115301 0.0100785 0.00676823 0.0095714 0.00306272 9.84528 9.28509 4.16297 3.60202
internal_count=4633 1343 1324 66 3290 1258 217 1041 162 879 3252 968 126 842 609 584 575 549 478 72 458 382 318 276 42 76 858 713 243 173
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=2 3 4 3 3 2 4 0 1 2 4 2 0 1 2 3 0 2 0 0 3 4 4 4 0 0 0 3 4 1
split_gain=0.000170483 0.000514461 0.0016934 0.00143444 0.000507355 0.00101735 0.000422796 0.000788421 0.000753239 0.0010212 0.0110341 0.00456061 0.00660778 0.00307977 0.00765667 0.0116206 0.00331881 0.00125228 0.000538548 0.00136264 0.00121942 0.000536766 0.000968539 0.000812617 0.000473368 0.00043514 0.00113546 0.000404458 0.0014371 0.0115459
threshold=-0.036264999999999999 0.43380000000000013 32.724174661450007 0.089965000000000031 -0.55393499999999996 -0.16533 38.474425342400004 97.789976036950009 61.944763783650011 0.09450500000000002 40.330620469300008 0.26597500000000007 99.88966183685001 76.871083323950003 0.18839000000000003 0.13026500000000005 86.538778761000017 0.27394500000000005 88.122280599850015 90.60910437050002 0.42293500000000012 41.873095646600007 42.759119507950011 40.94178426300001 102.21786657775002 93.671258181050021 94.109476856350014 0.097005000000000022 41.675153845500006 75.28220456885002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 7 -4 -8 18 11 25 -13 14 15 -12 -16 -18 21 20 -20 23 -23 -10 -21 -11 -27 -6 -29 -30
right_child=1 -3 6 -5 27 -7 8 -9 9 10 13 12 -14 -15 16 -17 17 -19 19 24 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0045144983803478214 0.023414831050603366 0.003350490646912751 0.0043746193646928841 -0.10017618316322237 6.8870158626299443e-05 0.090464272475305238 0.0035860366683447952 -5.798744295648677e-05 -0.0016684322707497196 -0.091967662552116608 -0.041515948271823824 0.042448180156796925 -0.087094770406544092 0.0017537949967702277 -0.011374245382058853 0.076067974172410874 -0.10043716737285829 -0.047258550740544109 0.0069901105870641177 -0.00030868961520334358 0.00022690859080620515 -0.005870546052663312 0.00022535874569055305 0.001951314768060591 0.0028474554703794615 -0.10018159198414874 -0.01485618392805179 -0.00035419925267361399 -0.033288946272794891 0.0011954058970428847
leaf_weight=0.00288680117965609 0.0013603050745251586 0.52804405895094042 0.65807892922583677 0.0030327906616291582 23.052666253265517 0.0018508094799462296 0.552668714496927 1.0282841855309723 1.5106853159759328 0.017004754575452141 0.018873291449367002 0.0089873528744135456 0.007007879375165337 0.5361415152014305 0.0098805200969618312 0.015153117041336372 0.013032910436322709 0.0067070332007972402 0.5701202026557437 5.5817736744512558 0.500749371945858 0.53011498774540633 0.51273438972290908 1.0521438907635454 0.51943202901585372 0.0034114368318114421 0.0028731075523846794 6.719969280135027 0.11980439828909784 0.51214368092597784
leaf_count=45 37 19 101 29 2697 5 185 116 21 22 40 23 25 141 19 7 24 34 42 137 2 43 26 38 167 12 33 386 120 37
internal_value=1.54826e-06 0.000287784 0.000169393 -0.0619067 -0.000132003 0.0325902 0.000189363 0.00167177 -1.94914e-05 -0.000194029 -0.00407797 -0.055421 -0.0143076 -0.000715136 -0.0215126 0.0108482 -0.058687 -0.0823687 3.62714e-05 0.000537481 0.00382757 -0.000960687 -0.00287339 -0.000182381 -3.99882e-05 -0.0836579 -0.0611733 -0.000137101 -0.000782946 -0.00534212
internal_weight=44.5976 14.1883 13.6603 0.0043931 30.4093 0.00473761 13.6559 1.68636 11.9695 11.4168 0.639073 0.0392845 0.0159952 0.599788 0.0636469 0.0340264 0.0296205 0.0197399 10.7778 7.17208 1.07087 3.60568 1.04285 2.56283 6.10121 0.0232893 0.00628454 30.4046 7.35192 0.631948
internal_count=4633 1343 1324 66 3290 50 1258 217 1041 856 380 115 48 265 124 47 77 58 476 348 44 128 69 59 304 67 45 3240 543 157
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=4 4 3 2 4 3 4 4 2 3 4 1 2 0 0 1 1 1 4 2 0 4 4 0 4 2 3 3 0 4
split_gain=0.000168875 0.0006736 0.000859756 0.00653342 0.00790802 0.015427 0.00420122 0.00302883 0.00119217 0.00132864 0.00300134 0.000847034 0.00131599 0.00135815 0.000684224 0.00100268 0.000788812 0.000629471 0.000577913 0.00213803 0.000527502 0.000486218 0.000375491 0.00221165 0.000500436 0.000353867 0.000372245 0.000342058 0.000339742 0.00080378
threshold=40.574766824850009 40.165165956550005 -0.091114999999999988 -0.033594999999999993 38.751720283100006 -0.11595499999999999 35.771221912400001 38.110427674550003 1.0000000180025095e-35 -0.245505 36.016191615950007 72.04530097975001 -0.070854999999999987 85.990333302400003 85.823648898300021 61.821094709650005 61.944763783650011 72.209296925700016 40.003678352300007 -0.064729999999999996 86.162394622750014 40.467253020850002 40.986363433950011 86.538778761000017 40.806664626150003 -0.097799999999999984 0.088260000000000019 0.089045000000000027 87.525442894850016 39.852039223600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 17 8 -5 10 -10 12 21 -14 15 -4 -16 -1 20 -20 -18 -3 23 -2 25 -25 -27 -26 -22 -30
right_child=22 11 14 7 5 -7 -8 -9 9 -11 -12 -13 13 -15 16 -17 18 -19 19 -21 28 -23 -24 24 27 26 -28 -29 29 -31
leaf_value=0.059729780356618467 -0.0068726729103637599 0.0024540354961893212 -9.1051263385749981e-06 0.10006553847432285 -0.068809003261137855 0.10011846852969518 -0.097970742316110748 -0.012917895085878662 0.07794014271105372 0.070510924377462078 -0.10009294403531566 -0.00076863339161505236 0.0012167714002191748 0.0082775799015264821 0.0039290025872280839 -0.0053744900403459445 0.0033422401857105483 -0.034469508903803514 0.00089072194911733759 -0.0069112070672624013 -0.0015966456059313034 -0.00036416342511700744 1.4151300905521407e-05 0.00071317258302964212 0.003538919116626136 -0.0029127144935580497 -0.000205996773831817 -9.3300712273304673e-05 4.1650369535619548e-05 0.0040807043527202568
leaf_weight=0.0020683973912879175 0.55890070303632899 1.0335557681175374 0.88064388595398513 0.0048686326481371675 0.012025943342107936 0.0098208897397853434 0.017665678975626986 0.0095422344315578833 0.0019967582584587426 0.0054667175411040594 0.0018010121719342909 1.5326016672173652 0.5171710079582692 0.57563741548551661 0.53308098323759523 0.57620458739579705 0.53630675503518155 0.0010796668334432935 1.0226863911818216 0.53498849443778373 1.0255367156314603 1.5016359825859809 22.698440751586343 1.0155253237919089 0.52114550509233193 1.0263606956824531 1.0062085857171039 0.5159693322906076 6.3726500027781912 0.53397902623155413
leaf_count=78 90 22 86 3 40 5 106 32 28 24 15 64 11 50 14 58 15 40 16 49 25 33 2707 28 32 27 13 26 857 39
internal_value=1.07987e-06 0.000246155 -0.000162322 -0.0115155 -0.0348948 0.0071296 -0.079005 0.0306115 0.0600012 0.0389468 -0.00648828 0.00120251 0.0020352 0.00493606 -9.9646e-05 -0.00213119 0.000180645 0.027423 -1.86518e-05 -0.00178888 0.00030696 0.00078477 -0.000153472 -0.000972741 -0.000165567 -0.000811171 -0.00157277 0.00173187 0.00010174 0.000353926
internal_weight=44.5856 17.243 12.0824 0.0663359 0.0426606 0.0218468 0.0208137 0.0236754 0.0141331 0.00926449 0.00379777 5.1606 3.628 1.09281 12.0161 1.45685 10.5592 0.00314806 10.0261 1.55767 8.46847 2.53519 27.3426 4.64411 4.08521 3.04809 2.03257 1.03711 7.93217 6.90663
internal_count=4633 1710 1530 371 269 45 224 102 70 67 43 180 116 61 1159 144 1015 118 1001 65 936 55 2923 216 126 68 40 58 921 896
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=31
num_cat=0
split_feature=2 4 2 4 2 3 3 1 3 3 1 1 4 0 4 3 1 0 0 0 0 4 4 0 1 0 3 3 3 2
split_gain=0.00021437 0.000462356 0.00100146 0.00401731 0.0122538 0.00912382 0.0133095 0.000946756 0.000598985 0.000579521 0.000705159 0.000526216 0.000495804 0.00126784 0.000370352 0.00954754 0.00754017 0.00651454 0.00936767 0.00526192 0.00181175 0.00353832 0.00240953 0.00217258 0.00151678 0.00108444 0.00106389 0.000745265 0.000873653 0.00041623
threshold=-0.036264999999999999 42.081757894750005 1.0000000180025095e-35 40.986363433950011 -0.013285 0.10602000000000002 0.084565000000000015 62.036171360100006 0.12376500000000003 0.10453000000000003 61.944763783650011 62.334590212600006 40.986363433950011 85.990333302400003 43.384297312450009 0.086555000000000021 65.036490633650018 86.264556031700025 89.237990724000014 97.32487278035002 96.082805124100005 45.205561619650005 44.908704241950012 95.44832900530001 68.327163385350005 95.988709089550014 0.081235000000000016 0.078385000000000024 0.074735000000000024 -0.088880000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 4 5 6 -2 -5 9 12 -11 -3 -4 -14 -1 17 -17 -16 -19 24 21 25 -22 -23 -18 26 -20 28 -24 -29
right_child=1 11 8 7 -6 -7 -8 -9 -10 10 -12 -13 13 -15 15 16 19 18 20 -21 22 23 27 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00019926189394369969 0.048755832507884567 -0.0033543002781405069 6.4829630326675768e-05 -0.0015433453352801316 0.064614729664182524 0.046185011848467732 -0.055537074690391042 0.0044081411078907735 0.0035265948389660746 0.00061992697399316414 -0.004581092534599757 -8.4710690719965267e-05 -0.0012063981608442893 0.0057314258966304679 0.0019101193972234998 0.082588489223090103 -0.0042801093142032787 -0.10042634671735329 0.058820857807571507 0.052145984973878512 -0.088400852945064279 -0.10006970221773125 0.002122934424512789 0.062454073291432169 -0.1000863482984703 0.10013342851525156 -0.047118319013494718 -0.00018864952840052924 -0.10001043943257722 0.081806601015908059
leaf_weight=29.773664276003281 0.01755444332547984 0.55147339138769602 5.2023702516010566 0.53143181231769154 0.041793948672625758 0.027291018544929102 0.040390508443288065 0.53777706421647054 0.54915645104879196 0.50238006690051396 0.54183651629499952 4.5829231313620102 0.50101824187147748 0.55538442263396881 0.54296719400407556 0.025321135454625221 0.0025109407550303331 0.015599737935917568 0.0033372481102560414 0.0074005652203873451 0.0043821235037384563 0.0028242385726215966 0.0044672970283567981 0.0011604849219324365 0.0048333641618683032 0.0039119054563343525 0.0013240383059383021 0.0010472911520084671 0.0010307911544280568 0.0015141860427547726
leaf_count=2300 29 164 406 22 30 9 38 35 49 3 58 371 46 83 250 27 16 24 24 39 96 116 78 8 47 1 67 56 130 11
internal_value=1.04236e-06 0.000322074 0.000752172 0.00344753 0.0202602 -0.00148826 -0.0239415 0.00145006 0.000341546 0.000102043 -0.00207884 -0.00043589 0.000465904 0.00244104 -0.000148745 0.00226306 0.0494844 -0.000979026 -0.0396179 -0.00736467 -0.00167341 0.0251222 -0.0287193 -0.0527373 -0.0673312 0.0613104 0.0287288 0.00373057 -0.0170252 0.0482818
internal_weight=44.5801 14.1828 9.04838 1.19624 0.12703 0.085236 0.057945 1.06921 7.85215 7.30299 1.04422 5.1344 6.25877 1.0564 30.3973 0.623633 0.040066 0.583567 0.0405993 0.0147449 0.0249996 0.0125579 0.0124417 0.00398472 0.0073443 0.00857319 0.00466129 0.00805957 0.00549809 0.00256148
internal_count=4633 1343 808 163 106 76 67 57 645 596 61 535 535 129 3290 990 129 861 611 102 587 216 371 124 63 92 91 275 208 67
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=31
num_cat=0
split_feature=2 4 3 3 3 2 2 2 3 0 4 2 3 0 0 2 4 1 3 2 4 0 2 3 1 0 3 1 2 1
split_gain=0.000174127 0.00152937 0.00138274 0.000427475 0.00114335 0.00480816 0.0056083 0.00682614 0.0052101 0.00335516 0.00260051 0.00324371 0.00248443 0.00162787 0.00183772 0.000898259 0.00159785 0.00204688 0.000866238 0.00203301 0.000770656 0.00229845 0.00112826 0.00108767 0.000509472 0.000824607 0.000917909 0.000692236 0.000511657 0.000491142
threshold=-0.036264999999999999 32.724174661450007 0.076835000000000028 0.079470000000000027 0.076835000000000028 0.0041150000000000015 0.049235000000000008 0.11061500000000003 -0.093130000000000004 93.308316333500017 35.887362732750006 0.26597500000000007 -0.22831499999999999 89.576736448400013 100.19345760555002 0.022350000000000005 38.396531328800009 65.036490633650018 0.08326500000000002 0.067985000000000018 41.489621506400006 87.842680954300008 -1.0000000180025095e-35 0.098950000000000024 63.910026677050006 96.870523356300012 0.08674500000000003 62.020040611300011 0.23643500000000003 81.210254746450019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 15 -8 9 -3 -9 13 -13 -12 -15 -7 -17 -18 19 -5 22 -22 -20 -23 27 26 -26 -24 29 -27
right_child=1 3 -4 18 -6 6 7 10 -10 -11 11 12 -14 14 -16 16 17 -19 20 -21 21 23 24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.00013397846016206236 0.025060849105209278 -0.054797423214344526 -0.10015664966632409 0.007584324199201989 -0.0006534157620441349 0.10005258657917614 -0.10025215240480996 0.072417674540040902 -0.10037710537356084 0.043902562684501559 0.020113328465600353 -0.031869012189113262 0.056240562795142481 -0.10017866226701062 0.0042039131799382623 0.10008156640961513 0.075178043923785631 -0.10005179141337694 0.0047504730930975807 0.00048196095932102586 -0.0068652995447367002 -0.0038826660008831116 0.00019298043995534222 0.001160190045273876 0.00026371111732473789 0.0042742207820586509 -0.0056299247529626676 0.0033455420890000421 -0.00068687299231543115 -6.2415644994926858e-05
leaf_weight=30.395208366797952 0.0012857330814740877 0.0073019654283439372 0.0028076114210288938 0.54979303178504646 1.5014996788681569 0.0051659753953572293 0.0072125529899377669 0.0051933502279615231 0.011040972085880729 0.0065189074209968112 0.00273158183069211 0.0048673922079416352 0.0093432676096654177 0.0056804716756989199 0.0023989387747320734 0.0023937767837196589 0.0013327562047973432 0.0013337070982275545 0.62784357014031655 1.5097580869959333 0.57892134955671171 0.54082268868497951 2.0643236684156867 2.044914388740847 0.50282279427710841 0.54195779701694891 0.55698953255578232 1.0511818336090071 1.5258676298354519 0.50404304823729329
leaf_count=3290 30 29 40 49 68 5 80 20 16 16 7 14 41 40 25 1 53 21 84 40 97 192 44 65 23 33 78 25 65 42
internal_value=1.00939e-06 0.000290414 -0.0608254 0.000308064 -0.00124571 -0.0135097 0.00508939 -0.0128426 -0.0491594 -0.00824348 0.00802271 -0.00534274 0.0260615 -0.0466225 -0.0691854 0.0707198 0.0407742 -0.0124681 0.000502176 0.00237792 0.000135639 -0.00116974 0.00069578 0.000105446 0.000318481 -0.000486359 -0.00283372 0.00125667 0.000480938 0.0021845
internal_weight=44.5726 14.1773 0.00409334 14.1733 1.57402 0.0725156 0.0476538 0.0374276 0.0248618 0.0138209 0.030215 0.0250217 0.0142107 0.010811 0.00807941 0.0102262 0.00506024 0.00266646 12.5992 2.05955 10.5397 3.16466 7.37503 2.58574 6.74719 3.63168 1.05981 3.11551 2.57187 1.046
internal_count=4633 1343 70 1273 436 368 307 227 61 45 147 127 55 72 65 80 75 74 837 89 748 354 394 257 310 241 101 69 140 75
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=31
num_cat=0
split_feature=0 1 0 3 2 1 2 3 0 2 2 4 2 3 4 3 0 4 3 3 4 3 3 3 0 0 0 2 2 0
split_gain=0.000186807 0.000854245 0.00364114 0.00419146 0.00131853 0.000770307 0.0102777 0.00797837 0.00379022 0.00160824 0.000576955 0.000490643 0.000316475 0.00138041 0.00152455 0.000684555 0.00137353 0.000788375 0.000470389 0.000883633 0.00233714 0.00177727 0.000494328 0.00195225 0.00204161 0.000716993 0.000729783 0.00065256 0.00263116 0.000739784
threshold=97.886760529650019 77.621163142300006 100.53758024625002 0.088565000000000019 -0.087660000000000002 79.941302508900023 0.11061500000000003 0.089850000000000027 101.61296349840002 -0.078504999999999991 -0.094409999999999994 41.741384785950011 -0.013285 0.096480000000000024 40.408647214050006 0.090665000000000009 86.264556031700025 40.408647214050006 0.12001500000000002 0.10646500000000002 41.641174900500005 0.10487000000000003 0.090235000000000024 0.08846500000000003 97.491557184450016 97.491557184450016 96.978061681550017 -0.051199999999999996 -0.064729999999999996 86.538778761000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 4 3 -3 10 6 7 8 -4 -10 -2 -9 18 15 -15 17 -17 -14 19 21 -21 22 23 25 -25 26 -1 28 29 -24
right_child=1 2 5 -5 -6 -7 -8 11 9 -11 -12 -13 13 14 -16 16 -18 -19 -20 20 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=7.16426157241537e-05 -0.002736964070008657 -0.021709066276099552 -0.043925813033876271 0.052971942346916767 -0.0064704164860579123 -0.0001916764766322314 0.088239614939619418 -0.1001269305708819 0.018997201295105234 0.096055243007976909 0.0019661954946255862 -0.058883618027968133 0.004002842184922333 0.00098986705540538272 0.0072787871512964607 0.00028760699341660336 -0.0059887324095859269 2.9273484003580608e-05 -0.00094156968611547667 0.0069898432312271762 -0.0020302459823188885 -0.0057856802216414106 -0.00033782508718152609 -0.0082863992630365993 0.00037716058875749228 0.0036805311249298585 -0.0037468819167570571 -0.0016532260539943236 0.0075455769355143856 0.0016401965188978713
leaf_weight=13.625220868317273 0.52703616710447632 0.010530448289281513 0.0052928141435977507 0.026247013732010549 0.54710213319258061 3.5752622825761411 0.012702716596578512 0.0068159514332180038 0.0051804453487450377 0.0056758432231731612 0.51640501232759539 0.0050006138576321746 0.58064690661897289 1.1168021158464396 0.58864246424150213 1.0084741394514773 0.53294105550060056 3.5645470185844927 5.0971818702972227 0.62015574839230569 0.53511357096618895 0.52290038152204843 4.4857926661180221 0.59260559503004262 0.50278668384999037 0.52917440983509756 0.51958396951585051 1.0636155612030709 0.5682299732965238 3.2684657196249418
leaf_count=1456 114 32 13 33 127 1278 13 30 43 19 11 17 115 56 70 27 55 300 110 65 39 19 121 102 4 20 16 51 40 237
internal_value=8.07315e-07 -0.000559875 0.000282404 0.0315886 -0.00249418 -3.60096e-05 0.0136491 -0.0202319 0.0254576 0.0592844 -0.000409343 -0.0826733 7.55678e-05 0.000665184 0.00316052 -8.31801e-05 -0.00188242 0.00058588 -6.09296e-05 0.000106352 0.00281179 -1.53655e-05 0.000104581 -0.00023742 -0.00430981 6.65784e-05 -6.8624e-05 0.000679168 0.000977248 0.000495923
internal_weight=44.5661 5.24325 3.65271 0.0367775 1.59054 3.61593 0.0406684 0.0279657 0.0161491 0.0108563 1.04344 0.0118166 39.3229 7.39205 1.70544 5.68661 1.54142 4.14519 31.9308 26.8336 1.15527 25.6784 25.1555 15.7694 1.09539 14.674 14.1448 9.3861 8.32249 7.75426
internal_count=4633 1730 1478 65 252 1413 135 122 75 62 125 47 2903 623 126 497 82 415 2280 2170 104 2066 2047 1598 106 1492 1472 449 398 358
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=2 4 3 3 0 4 4 0 0 0 1 2 2 4 4 2 1 3 1 4 4 4 0 0 2 4 1 0 0 1
split_gain=0.000164086 0.00154362 0.00478241 0.004339 0.00201676 0.000527993 0.00133315 0.00121561 0.0074311 0.0066158 0.0157557 0.00280505 0.000522692 0.000545833 0.00104173 0.00126416 0.00041207 0.000357095 0.00126844 0.00171311 0.00168537 0.0222097 0.00592398 0.012733 0.00623013 0.00119509 0.013452 0.0101021 0.0346832 0.0028963
threshold=-0.036264999999999999 34.823977857500005 0.076835000000000028 0.11360500000000003 93.501885318850015 39.476991512000005 39.746231405950006 98.031937268650012 85.431134011250023 94.770837556450019 63.910026677050006 0.18839000000000003 0.18839000000000003 42.081757894750005 41.600558339100012 -0.0057149999999999996 62.334590212600006 0.097005000000000022 61.966271448700006 40.518963363600001 39.955516828000007 36.558960102350007 86.103248543850015 89.576736448400013 -0.059424999999999999 41.741384785950011 75.28220456885002 87.261973998100004 86.780739992750014 62.079186690200011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 4 -4 -2 7 -7 8 -3 10 -10 -12 13 14 15 -8 -15 -1 19 -19 21 -20 -23 -24 -25 -22 27 28 29 -27
right_child=1 5 3 -5 -6 6 12 -9 9 -11 11 -13 -14 16 -16 -17 -18 18 20 -21 25 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=6.3538410510527712e-05 0.10005181146958315 0.00027365207259044981 -0.10046229807514158 0.020543418312460288 -0.025479503721735304 -0.0049071559779025045 0.0050378203226095365 0.00017843201880658873 0.091073563242723726 0.064375088215837512 -0.022211514692590514 0.020901965401421158 -0.002678363297006439 -0.0028947367052241883 0.0051927069976317915 0.00010252264692975462 -1.6286546642418964e-06 0.0044548448274532061 0.00037727162353966563 -0.00074284676332121323 -0.0002664012137134677 -0.10156995913605218 0.048653563232327432 -0.10043013693777819 -0.015762818397258398 -0.10078868542523541 0.0011200631818139202 -0.095086289354986503 0.08163497785138428 -0.048383505887524034
leaf_weight=23.044569626895004 0.0032890721631302173 0.55427948148013606 0.0089511553288119002 0.0044298239318072427 0.0020950239534955617 0.51755389682020947 0.58539579640611794 1.5349807004325449 0.020171322466921993 0.034661648407563916 0.049439499689469812 0.02172102014264965 0.56685383524993582 0.55169536314679035 0.5628745789664017 4.5765379485937636 4.5738860461358595 0.9153483240916106 0.52476625239290942 2.0638410946608161 3.1725147438333181 0.022403248437512902 0.01228884720694623 0.023249667971927623 0.01387898917892022 0.01990096202044378 0.511549488541169 0.024867809232205218 0.022055962588638067 0.022435523394300105
leaf_count=2747 3 35 49 14 48 35 78 118 15 20 34 31 186 158 80 125 314 42 89 42 115 6 10 96 9 19 37 40 5 33
internal_value=9.87168e-07 0.000282032 -0.02838 -0.0604029 0.0512059 0.000320042 5.68707e-05 0.00173789 0.00525669 0.0271784 0.0130618 -0.00905157 0.000281894 0.000436546 0.00110766 0.000662216 -0.00031303 -0.000130029 -0.000737 0.000854131 -0.00182175 -0.00676073 -0.0589153 -0.0395779 -0.0687808 -0.00104087 -0.00513038 -0.0409516 -0.0200453 -0.0730174
internal_weight=44.5625 14.1688 0.0187651 0.013381 0.0053841 14.1501 11.9348 2.21525 0.680273 0.125993 0.0913318 0.0711605 11.4172 10.8504 5.72481 5.16193 5.12558 30.3937 7.3491 2.97919 4.36991 0.596587 0.0718208 0.0494175 0.0371287 3.77332 0.60081 0.0892603 0.0643924 0.0423365
internal_count=4633 1343 114 63 51 1229 976 253 135 100 80 65 941 755 283 203 472 3290 543 84 459 210 121 115 105 249 134 97 57 52
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=31
num_cat=0
split_feature=0 4 4 3 1 4 3 3 2 4 3 3 2 2 1 1 0 0 2 2 2 1 0 1 4 4 3 2 4 1
split_gain=0.00017096 0.00281462 0.00437408 0.00154175 0.00088685 0.00288471 0.00165349 0.00149696 0.000480181 0.00102382 0.000418024 0.000410355 0.000935216 0.00112823 0.000387441 0.000269557 0.000237351 0.000864242 0.000327754 0.000383623 0.000232311 0.000493111 0.00404472 0.0120931 0.00941477 0.0120101 0.00594821 0.00751783 0.0040805 0.0034289
threshold=85.121961326250016 38.110427674550003 38.983591653800012 0.11231500000000003 61.546871980350012 42.123054668150012 0.10176000000000003 0.08729000000000002 -0.23381499999999997 48.96897326980001 -0.38221499999999997 -0.25098999999999999 -0.23265499999999997 -0.11963999999999998 64.369753017350021 57.027573863050009 85.799452775150016 85.866664228400012 -0.092084999999999986 -0.074029999999999999 -0.031989999999999998 63.910026677050006 96.324766355850002 65.130586668250018 41.873095646600007 38.060777288450005 0.087935000000000027 -0.02903 36.377496227400009 71.397382570300024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 8 9 15 -10 -12 -13 -14 -7 -4 18 -18 -2 -20 -19 -22 23 -23 25 28 27 -26 -25 -27
right_child=16 2 3 -5 5 14 -8 -9 10 -11 11 12 13 -15 -16 -17 17 20 19 -21 21 22 -24 24 26 29 -28 -29 -30 -31
leaf_value=-0.00030540731345008896 0.0031052385838643767 -0.10027602685919071 -0.017595895751066858 -0.10005742937662919 -0.1000612341646398 0.094868695174720921 0.07660306192527179 -0.10001869653579248 0.066954232082126502 -0.10003319358856839 -0.038001608259444014 0.056780853036763224 -0.10004702901810697 0.028883808470141104 0.0092282691890328561 0.051214849057804546 -0.0038579198415091306 -0.00015203560823426725 -0.00012810300829656915 0.0026484318205527752 0.001177337230031647 -0.10036280210672827 0.00020902668424281699 -0.017369131958788458 0.10013402632008933 -0.039625876793873138 0.090104885271404256 -0.075286446843085469 0.034135631340441418 -0.1002775553654941
leaf_weight=0.8649453488645914 0.52639634169484883 0.0070383436528942646 0.0012815479164707795 0.0017842459696311144 0.0031438167413355691 0.0010312742750429038 0.0028884493553960047 0.0015248867162735999 0.0014207235248424 0.0012290742699381241 0.0015524436602529432 0.003192612361047445 0.0011227785009967823 0.0017160347476892004 0.0010830320929846593 0.0010243271791782749 0.58502722868979518 26.821392712129093 2.5615014394106774 0.61760205693790338 4.71398980768467 0.015327042608986485 7.6649544598199659 0.027567614837607834 0.0039295484311878681 0.043462119112316344 0.014574909474070807 0.0064581738571539149 0.034799872233634233 0.011865978009268474
leaf_count=214 93 18 57 17 87 7 8 43 48 12 20 35 13 86 86 17 37 2513 104 72 154 17 630 27 1 85 19 72 23 18
internal_value=3.11129e-07 -0.00136706 -0.0309567 -0.0106237 -0.00343939 -0.039319 0.00768906 -0.00646399 0.00491285 -0.0263193 0.0171737 0.00784809 0.0196495 -0.0221096 0.0510003 0.0129716 2.83791e-05 -4.26457e-05 0.000793989 0.000411292 1.40651e-05 0.000369419 -0.00011742 -0.0159556 -0.006887 -0.018718 0.0488946 -0.00892703 0.0113695 -0.0526336
internal_weight=44.5448 0.895979 0.0310336 0.0239952 0.022211 0.00525812 0.0169529 0.0140644 0.0125395 0.00353495 0.00900459 0.00758387 0.00603143 0.00283881 0.00211431 0.00230588 43.6488 39.9433 3.7055 3.1791 39.3583 12.5369 7.82294 0.157985 0.142658 0.117696 0.0249626 0.0103877 0.0623675 0.0553281
internal_count=4633 768 554 536 519 180 339 331 288 86 202 154 134 99 93 74 3865 3596 269 176 3559 1046 892 262 245 153 92 73 50 103
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=31
num_cat=0
split_feature=0 3 3 3 4 0 0 1 0 0 1 1 2 0 2 1 3 0 2 2 4 4 3 3 4 0 1 3 3 2
split_gain=0.000158934 0.000715379 0.00259597 0.00356694 0.00167111 0.00180803 0.00113912 0.00074387 0.000370433 0.000248394 0.00053131 0.00134279 0.0159624 0.0141604 0.00226463 0.000462723 0.000716725 0.000327777 0.00084798 0.000828832 0.000397091 0.000889151 0.00230593 0.000726368 0.00136141 0.000784117 0.00221137 0.000972001 0.000572133 0.000980896
threshold=102.75018128760001 0.080110000000000028 0.085715000000000027 0.090850000000000028 40.890797847750008 104.86330937810001 109.03310793845002 82.949687156850018 102.21786657775002 97.886760529650019 78.728807892050014 72.62331947780001 -0.087660000000000002 101.11291028615001 0.12616000000000002 75.424692849750016 0.092895000000000019 96.978061681550017 -0.057599999999999998 -0.14314999999999997 40.574766824850009 40.986363433950011 0.10385500000000002 0.093325000000000033 40.371455563000005 85.882794977150013 62.041548276350007 0.11071500000000002 0.08759500000000002 -0.051199999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 -4 -6 -5 -7 9 15 11 -11 -13 14 -14 17 -17 20 19 -19 23 22 -22 28 25 -25 -27 -28 -1 -30
right_child=1 2 3 6 5 7 -8 -9 -10 10 -12 12 13 -15 -16 16 -18 18 -20 -21 21 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.00051827800014879889 -0.0010616887538759975 -0.1000630771286001 0.088993618238468755 -0.10003577540032829 -0.10007739146557169 0.094336907379978852 0.0071202726439211442 -0.0014809276792038849 0.0026625065598169422 8.4656231249780783e-05 0.00015162735993041044 -0.00034368292881179277 -0.1002611598172736 0.0090211209924449427 -0.04050158028552886 0.0046780486893469612 -0.00053681855339144443 -0.00030850219439322975 0.00084010585018565512 -0.0059555905640892607 -0.00038598911040616147 5.1630627016764436e-05 -0.0077197202931725151 -0.00070870746148325942 0.0061597997184185526 0.0076461574766349396 0.0016366106210694684 -0.0030142822422814883 -0.00033813763982130262 -0.0051281462173822434
leaf_weight=4.7131178996911816 0.51128156081651255 0.0034007897623254879 0.0036105161447957008 0.003512769061040256 0.0013323909683276014 0.001368746357911732 0.0013824961192552172 0.0019855747712473892 0.52443430375082911 1.0079618367386065 2.5682993230723028 0.54946263261733519 0.032829067335087059 0.023318166472563462 0.0078595233967178046 0.54002722291719496 0.51478411471362051 0.50343829021580433 1.0133528226720034 0.53728883227427127 2.0636184900832499 20.526943257845065 0.54117924527963612 1.9616225586599112 0.53648166735115399 0.54307611474359907 2.1188247203452311 0.57031083639361568 2.0695481673905878 0.53882013994831401
leaf_count=475 561 158 76 131 12 4 127 125 48 55 191 113 86 24 19 142 37 21 19 21 111 1626 17 71 22 15 115 67 96 48
internal_value=-2.06213e-08 -0.00172488 -0.0221595 -0.00207734 0.0378625 -0.0015276 -0.0697733 0.037618 2.06697e-05 -1.11933e-05 -0.000743135 -0.00216041 -0.00584917 -0.0531108 -0.0887178 6.68532e-05 0.00213301 9.85674e-06 -0.00121897 -0.00322388 7.96152e-05 -0.000169225 -0.00190966 0.000520635 0.00136388 0.000868499 0.0018257 0.000650251 -0.000139348 -0.00132763
internal_weight=44.5345 0.527875 0.0165933 0.0131925 0.00829723 0.00468671 0.00489527 0.00335432 44.0066 43.4822 4.18973 1.62143 0.613469 0.0640068 0.0406886 39.2924 1.05481 38.2376 2.05408 1.04073 36.1835 23.1317 2.6048 13.0518 5.73032 5.19383 3.23221 2.68914 7.32149 2.60837
internal_count=4633 1194 633 475 217 141 258 129 3439 3391 488 297 242 129 105 2903 179 2724 61 42 2663 1754 128 909 290 268 197 182 619 144
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=31
num_cat=0
split_feature=0 3 3 3 3 4 3 4 0 0 1 1 1 3 0 2 2 4 4 3 4 3 0 1 3 4 1 3 0 4
split_gain=0.000129573 0.000638218 0.00236634 0.00312535 0.00151665 0.0011271 0.00110982 0.00191266 0.000300702 0.000203547 0.000437667 0.0011671 0.000375458 0.000583121 0.00026526 0.000685277 0.000667548 0.000323798 0.000945152 0.00191015 0.000589096 0.000552945 0.000933101 0.00181937 0.000744473 0.000628827 0.000634432 0.000458471 0.000855407 0.000498282
threshold=102.75018128760001 0.080110000000000028 0.085715000000000027 0.090850000000000028 0.089835000000000012 44.749265482150008 0.086375000000000021 41.087689990200012 102.21786657775002 97.886760529650019 77.621163142300006 72.62331947780001 75.424692849750016 0.092895000000000019 96.978061681550017 -0.057599999999999998 -0.14314999999999997 40.621691032550004 40.986363433950011 0.10176000000000003 40.767054867700004 0.093325000000000033 85.882794977150013 62.041548276350007 0.11071500000000002 40.21994457600001 61.821094709650005 0.08759500000000002 90.60910437050002 39.788107623550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 6 -5 -4 -8 9 12 11 -11 14 -14 17 16 -16 21 19 20 -19 27 25 -24 -25 26 -23 29 -29 -1
right_child=1 2 3 5 -6 -7 7 -9 -10 10 -12 -13 13 -15 15 -17 -18 18 -20 -21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00045063884947179537 -0.00095483405357029479 -0.10005707552571499 0.078721047610975425 -0.10003100843981759 0.083005884268719285 0.0088520470860383414 0.065799036322087404 -0.10004925209506926 0.0024006720813972483 7.619996811924572e-05 0.00012627891730945394 -0.0055528471359611578 0.0042239430032295381 -0.00048295635759258292 -0.0002775862395545404 0.00075653089616272329 -0.005341189539835433 -0.0017875543362881623 4.6468007001823617e-05 -0.007293832486377801 0.0023371205608277018 -7.2458378018796136e-06 0.0056486196541779502 0.0016258600564884589 -0.0024372635611114926 0.0015351102238822664 -0.0042932406592809686 -0.00024531173370491286 -0.0046487425008788627 0.001618443230433701
leaf_weight=2.6521649711435922 0.51163068650820254 0.0030773370767068426 0.0011340420731904832 0.0032096000331809961 0.0036866723455656336 0.0013508172790643869 0.0011152407611770311 0.0018470097237797134 0.52352043445441765 1.0079056089851608 2.597922385466668 0.5804515259594315 0.53836771139671558 0.51496053916218898 0.50354030564492902 1.012795686362099 0.53908484216276542 1.0274937879924473 20.526279271442295 0.54214481002418313 0.52226627380832713 0.87300620245150662 1.0623458962072621 2.1203957114116467 0.57276112876129559 1.0256986801234687 0.5714292108502832 2.0481142121852067 0.56226330843669092 2.0741629573739715
leaf_count=384 561 158 26 236 26 22 51 114 48 55 257 176 142 37 21 19 21 80 1626 17 23 45 22 119 69 20 19 71 73 95
internal_value=-3.27821e-07 -0.00155897 -0.021603 -0.0020435 0.0364743 -0.0677793 -0.0054042 -0.03761 1.83426e-05 -1.03447e-05 -0.000673222 -0.00198089 6.02849e-05 0.00192279 8.97638e-06 -0.00109609 -0.0028957 7.17552e-05 -0.000159898 -0.00218481 -0.000397547 0.000458087 0.00115125 0.00214413 0.000761744 -0.0003583 -0.00170282 -0.000130099 -0.00119379 0.000457384
internal_weight=44.5261 0.527051 0.0154207 0.0123434 0.00778296 0.00456042 0.00409629 0.00296225 43.9991 43.4756 4.18628 1.58836 39.2893 1.05333 38.2359 2.05542 1.04263 36.1805 22.6182 2.0919 1.54976 13.5623 6.22564 3.7555 2.69316 2.47013 1.44444 7.33671 2.61038 4.72633
internal_count=4633 1194 633 475 217 258 191 165 3439 3391 488 231 2903 179 2724 61 42 2663 1746 120 103 917 294 210 188 84 64 623 144 479
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=31
num_cat=0
split_feature=3 3 0 1 0 3 2 2 2 0 3 1 3 0 4 4 2 4 4 3 3 2 2 2 2 4 2 2 2 2
split_gain=0.000167926 0.000552363 0.00113575 0.00212113 0.000694394 0.00112402 0.00284204 0.0226086 0.00178884 0.000548913 0.00116669 0.0027793 0.000537277 0.00158837 0.000388319 0.00139618 0.000315635 0.000242429 0.0012649 0.00178863 0.0011537 0.0128883 0.00608843 0.0011795 0.00533626 0.0041094 0.00377948 0.00239841 0.00211769 0.001098
threshold=0.10249000000000003 0.10646500000000002 85.823648898300021 80.677940036650014 99.403050915200012 0.11636500000000001 -0.08725999999999999 0.011900000000000003 -0.025719999999999996 87.380266155850009 0.42293500000000012 61.950140699950005 0.098950000000000024 91.437149474700007 42.081757894750005 37.345948426100009 -0.064729999999999996 43.182896969600009 42.783136484500005 0.085910000000000028 0.086555000000000021 -0.082484999999999989 -0.094409999999999994 -0.088880000000000001 -0.095854999999999996 43.663128814500006 -0.102645 -0.11692 -0.13006999999999999 -0.156745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 -4 5 6 -3 8 16 10 11 -7 17 -14 15 -11 -8 18 -1 -20 23 22 -22 24 25 28 27 29 -19 -27
right_child=1 4 3 -5 -6 9 7 -9 -10 14 -12 -13 13 -15 -16 -17 -18 20 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=7.0562014974224802e-05 0.00024586103752843386 -0.0007030802969738327 -0.0079349491957887795 0.00079301089392779921 -0.0034509103634345764 -0.00043905347407087155 0.046537230628902429 -0.0017110816427697861 0.028713352682094628 -0.0015714895428374468 0.0014689338150332097 -0.0087159788106881877 0.0058806910253509778 -0.0016921733889969728 -0.00020455869290272053 0.0056819806088936791 0.058613119238616646 0.005950527730664356 0.00059630107286626471 -0.0074981013432619831 7.6988053995650333e-05 0.00071040148753929002 0.084020035112729222 0.00030140057899194652 -0.08291037255546746 -0.0039612667538452611 -0.081949179292940155 0.093157048428501199 0.097982290729495103 -0.10001191186697388
leaf_weight=27.682997133804982 1.424798834977989 1.0266414146877023 0.61835855055670119 0.50654277907085554 0.53049120039143538 1.5280092975789337 0.041364157379120914 0.52032807637533551 0.047486402920183579 0.51594710328106097 1.0373026878805829 0.55234061614876129 0.58149625553424511 0.52887551605782468 2.0097713522445702 0.54640278907451911 0.045401575703692743 0.0046006059192983048 0.55306147855038368 0.53908842653345157 0.012341562103727388 0.51963434188542679 0.028811915648702779 3.0745870926580534 0.0094384351754721596 0.020777981123786957 0.0070428750282188124 0.0025399636092284785 0.0054766192718036025 0.0012624694568121901
leaf_count=2406 24 36 73 24 122 37 20 36 17 23 17 45 68 83 21 53 23 34 119 71 79 121 21 276 31 439 20 7 10 277
internal_value=-2.45092e-07 -0.00034028 -0.00162947 -0.00400475 5.09639e-05 0.000286984 0.00257995 0.00772903 0.0443166 -0.000335813 -0.00127062 -0.00263661 0.000110674 0.0022737 0.000612843 0.00215922 0.0528561 3.66867e-05 -6.11285e-05 -0.00339912 0.000800185 0.00497671 0.0588463 5.08728e-05 -0.0150114 0.000356742 -0.0173641 0.00114101 0.0559666 -0.00946301
internal_weight=44.5232 10.9512 2.5497 1.1249 8.40149 7.871 1.68122 0.65458 0.134252 6.18977 3.11765 2.08035 33.572 1.11037 3.07212 1.06235 0.0867657 32.4617 28.7751 1.09215 3.68651 0.560788 0.0411535 3.12573 0.0511389 0.0417005 0.0316233 0.0245804 0.0100772 0.0220405
internal_count=4633 571 121 97 450 328 132 96 60 196 99 82 4062 151 97 76 43 3911 2596 190 1315 221 100 1094 818 787 743 723 44 716
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=31
num_cat=0
split_feature=3 1 2 2 2 2 3 2 0 1 0 2 3 3 2 2 4 2 1 0 3 1 0 1 2 3 1 1 3 0
split_gain=0.000135563 0.000495916 0.00672491 0.00667449 0.00512499 0.00896676 0.00417328 0.000530766 0.00132773 0.000466687 0.00138636 0.000645047 0.00045615 0.000522822 0.000984808 0.00118755 0.00130136 0.00263683 0.000492002 0.00244438 0.000716888 0.0008459 0.000433303 0.00115424 0.00832247 0.00909661 0.00921351 0.000602186 0.000431371 0.000864968
threshold=0.10249000000000003 71.053259929650025 -0.071969999999999992 -0.0309 1.0000000180025095e-35 0.11061500000000003 0.18642000000000006 -0.021344999999999999 87.028078140750011 61.93938686740001 85.823648898300021 -0.083834999999999993 0.091885000000000022 0.08846500000000003 -0.056184999999999992 -0.082484999999999989 40.890797847750008 -0.14510999999999999 61.966271448700006 86.624809421150005 0.092185000000000031 62.020040611300011 94.165934477050016 62.068432857650002 -0.086800000000000002 0.094385000000000011 62.678712853250012 72.62331947780001 0.08729000000000002 88.122280599850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 7 -3 -4 -5 -6 -7 9 -9 11 -11 -2 13 28 15 16 -15 -18 19 -14 -20 -22 23 -23 -25 -26 -27 -24 -1 -30
right_child=1 2 3 4 5 6 -8 8 -10 10 -12 -13 18 14 -16 -17 17 -19 20 -21 21 22 27 24 25 26 -28 -29 29 -31
leaf_value=-7.0350923988350637e-05 -0.00015880909876814686 0.00060736922003401929 -0.10069095794130534 0.016427275566741392 -0.10019127050448849 -0.036883336575636125 0.07127312825532657 -0.0002434001687415624 0.0053674417942626319 0.0047216671289194165 -0.00055260255368055975 -0.0038388147455960552 0.0072053857805041872 0.00020099191548744789 -0.0049771634460632737 0.0037093130402109774 0.001181122449423694 -0.0086989731583153075 0.0028780532675329769 -0.0023126239908924555 -0.0037624827650765535 0.00014242865822882095 -0.0034404889689146861 7.9552453891287321e-05 -0.018172923138154339 0.077217806795313468 0.0088657206189090183 0.00020733927904466657 0.00018345620103242159 0.004649811220892355
leaf_weight=18.196520939073821 1.0194238297117406 0.53254647359923735 0.012025039696496265 0.023706253123237542 0.015013473552183632 0.008227685709142174 0.0062987504764762123 1.5824928639875655 0.57498605266209768 0.5457683799741132 5.7386122502422827 0.89405039784749263 0.57127696023652663 2.0355537263723407 0.57551470308335151 0.56047096529146445 0.50662835000556639 0.57863801822914973 1.0429286900465831 0.51132866193074733 0.53287619398906905 2.0101479655068037 0.5307228559599938 0.57127905279037383 0.02860209300107952 0.045369447409029817 0.034883368927353331 3.0721804011172669 1.561295075806292 0.60032746538111625
leaf_count=2783 33 129 25 5 41 25 27 42 38 31 151 24 66 79 137 78 19 80 31 14 20 16 89 79 25 16 39 242 52 197
internal_value=1.87246e-07 -0.000305289 -0.00310577 -0.0334012 -0.0182046 -0.0459972 0.010014 -0.000143617 0.00125194 -0.000510893 -9.45575e-05 -0.00187825 9.98678e-05 -0.000122438 -0.00113031 -0.000528911 -0.00129006 -0.00408671 0.000711161 0.00270991 0.000436176 6.30907e-05 0.000387022 0.00134728 0.00490824 0.0302495 0.0475073 -0.000330001 8.83036e-05 0.00142386
internal_weight=44.5197 10.9532 0.597818 0.0652712 0.0532462 0.0295399 0.0145264 10.3553 2.15748 8.19785 6.28438 1.91347 33.5665 24.6149 4.25681 3.68129 3.12082 1.08527 8.9516 1.08261 7.86899 6.82606 6.29319 2.69028 0.680134 0.108855 0.0802528 3.6029 20.3581 2.16162
internal_count=4633 571 252 123 98 93 52 319 80 239 182 57 4062 3425 393 256 178 99 637 80 557 526 506 175 159 80 55 331 3032 249
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=2 2 2 3 3 0 0 0 0 0 0 3 3 3 3 3 0 0 3 3 1 0 3 0 4 3 3 2 3 0
split_gain=0.000150918 0.000829806 0.000764379 0.000725663 0.000623173 0.000222365 0.00570546 0.000494379 0.00220671 0.00068977 0.000926364 0.000443831 0.000774415 0.000442351 0.0006278 0.000620399 0.000393354 0.000362739 0.000333689 0.000325274 0.000219424 0.00144464 0.00260574 0.00429292 0.00270479 0.00240223 0.0094611 0.032044 0.0251178 0.00406506
threshold=-0.117885 -0.11051999999999999 -0.10040499999999999 0.086555000000000021 -0.55393499999999996 86.345209775600011 85.799452775150016 85.705356740550016 85.216057360850016 84.546631286350006 83.933662832600007 -0.10978499999999999 -1.0000000180025095e-35 -0.25098999999999999 -0.38221499999999997 -0.24212500000000001 86.036037090600004 76.535026057600007 0.092185000000000031 -0.20885999999999996 62.079186690200011 87.842680954300008 -0.249005 93.047535894850014 40.00488309970001 0.083395000000000011 0.10990500000000002 -0.066979999999999998 0.093185000000000032 86.264556031700025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -4 6 7 8 9 10 11 13 -13 14 17 -15 -8 -1 -14 -17 -6 25 23 -23 -25 -22 27 29 -29 -27
right_child=1 2 4 -5 20 -7 16 -9 -10 -11 -12 12 18 15 -16 19 -18 -19 -20 -21 21 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0078392272120340039 -0.0001218375881598587 0.0035723326724099976 0.065367975309378212 -0.0053797805957370732 0.0002213276301010132 0.00027005052229193938 0.057117436302249448 0.00058216901905074319 -0.10006279818912307 0.061893866776187113 -0.10008418632531622 -0.10001553249441131 0.03233934427288139 0.10003516620644137 -0.04451970370039119 -0.012391070008868887 0.033975532400432308 0.065734529117054949 -0.02908078272525963 0.046242361380573013 0.00015230932195027636 0.083139522442932032 1.7470772752802797e-05 0.024100225439281059 -0.10007122973532415 -0.043217987943807684 -0.0025411412135129441 -0.050582636777832528 0.06362271765988585 -0.10073675513498632
leaf_weight=0.001576039869603434 0.50684801635997256 0.59081797857214624 0.0014559666808072738 0.54443323706423363 16.032953831099206 5.6937438432486172 0.014305133473238918 0.50305783002841054 0.002669317743050569 0.0015191623037935633 0.0010355948249070593 0.0011245001167834246 0.0014417076157009524 0.0010328546632081227 0.0026952403685925356 0.0022038027825295138 0.015095681486855028 0.0011657978505752453 0.0022888435571530863 0.0016579399937575257 1.5624345816599148 0.0097045312577546672 17.839253607814499 0.0054904125666933035 0.0025779157828171861 0.017062214269557674 1.0311453091897602 0.035039359819534432 0.042758073072516112 0.043903066180064343
leaf_count=75 21 138 24 47 631 1273 28 5 34 10 18 104 88 1 35 19 15 13 29 105 115 12 1554 47 20 58 22 33 35 24
internal_value=2.32958e-07 -7.41625e-05 4.10566e-06 -0.0028448 -5.34573e-05 0.000455969 0.00237066 -3.68527e-05 -0.0152937 -0.00253961 -0.00857358 -0.0023334 -0.0272716 0.00938554 -0.0102469 0.0311939 0.0452354 0.0234435 -0.00534438 0.0127817 -5.60582e-05 -0.000272059 5.55994e-05 0.0383267 -0.0155739 -0.00241344 -0.00584006 -0.0303543 0.0121855 -0.0846391
internal_weight=44.5125 38.2659 37.2146 1.05128 36.6238 6.24661 0.552869 0.523469 0.0204108 0.0177415 0.0162223 0.0151867 0.00485505 0.0103317 0.00543708 0.0048946 0.0294008 0.00274184 0.00373055 0.00386174 36.6223 20.5894 17.857 0.0177729 0.00806833 2.73234 1.16991 0.138763 0.0777974 0.0609653
internal_count=4633 2781 2713 68 2575 1852 579 536 531 497 487 469 221 248 123 125 43 88 117 124 2551 1920 1633 79 67 287 172 150 68 82
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=31
num_cat=0
split_feature=3 3 2 4 1 1 0 4 2 3 1 0 2 4 0 3 1 1 2 0 4 1 1 4 0 1 0 1 0 2
split_gain=0.000124604 0.000868851 0.000403444 0.000537096 0.000478577 0.000533586 0.000187701 0.00107619 0.00103005 0.00963813 0.00371699 0.00053816 0.00165813 0.00192688 0.00139104 0.000516954 0.000488518 0.000418386 0.00116347 0.000630051 0.000897489 0.000463088 0.000685735 0.00173102 0.00309765 0.00052802 0.000558247 0.0218266 0.0159974 0.011611
threshold=0.11636500000000001 0.11148000000000002 0.0041150000000000015 40.21994457600001 62.068432857650002 61.907125369850007 85.823648898300021 40.250747516500006 -0.074029999999999999 0.08376500000000002 61.987779113750001 85.968825637350008 -0.090369999999999992 40.636252116050009 86.103248543850015 0.10214000000000002 61.821094709650005 61.993156030000002 -0.083004999999999982 86.420486603250012 42.206017975500011 62.009286778800011 62.095317438950012 41.184662530950007 87.525442894850016 62.132955852800002 90.321439350550008 66.859265246100009 90.767723400200012 -0.051199999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -5 7 16 -9 -10 15 12 -8 -14 -13 -11 -1 18 -16 20 -19 -21 23 -23 -25 -24 -27 28 -28 -30
right_child=2 -3 -4 4 -6 -7 11 8 9 10 -12 14 13 -15 17 -17 -18 19 -20 21 -22 22 25 24 -26 26 27 -29 29 -31
leaf_value=-6.0987059598592795e-05 -0.0036398745407992118 0.0039328287314956949 0.0021311063137176324 0.00011556005473236725 0.00044611616966263998 -0.0031120616379423181 0.0012650377697255378 0.00081782550064790215 0.0012532731153596494 0.013330866507485004 0.078041978288330038 0.0049254988257692832 -9.3154119708171147e-05 -0.0085980911982049633 -0.0038654611625387574 0.037248997161668677 -0.0038173053064399741 0.0037301404402253074 0.00022345978698362756 0.0028612949743690493 -1.2321804462230405e-05 5.3895753791308274e-06 0.0015894341951995074 -0.009874053585683145 0.0008897389139274636 -0.0012814734960528815 0.091249959142324075 -0.00014506987384160664 0.052894214136438633 -0.040348539583937713
leaf_weight=0.87539483954272224 0.55000235600701586 0.57274289472738971 0.56523533572353191 1.0038959671073828 3.0387691182912349 1.0457572797214991 1.0152084314850074 2.0924195636209064 0.50881010356773915 0.018310265594874586 0.020988095036688303 0.57069645300981164 0.52820850617717841 0.53741536769723552 1.0503564923244755 0.017841547130956315 0.57274753379522281 1.0925459667923889 2.0620207460160627 0.52139899707254045 1.5497005243596502 2.5180831249672369 2.0565667596529265 0.56622174933727343 0.50655054021626711 3.2922630162736022 0.044738788334142465 15.652820839816265 0.02925729997241433 0.024570449404293981
leaf_count=163 94 75 77 11 55 31 23 496 155 37 32 74 13 31 21 6 103 31 57 17 44 29 76 44 3 261 37 2478 30 29
internal_value=-1.52149e-07 6.71943e-05 -0.000415911 -0.000671242 -0.000350365 -0.00153121 8.50624e-06 0.000646728 0.00184156 0.00562647 0.0445682 -6.94525e-05 -0.00162708 -0.00438236 3.3318e-05 0.0251349 -0.00154663 -5.68406e-05 -0.00115646 6.60264e-05 0.00153515 -8.7937e-05 -0.000150216 -0.00142769 -0.00479152 6.71865e-05 -9.72045e-05 0.000150325 0.0470603 0.0103322
internal_weight=44.5015 38.2979 6.20366 5.63842 5.08842 2.04965 37.7251 4.10651 2.65837 0.56595 0.0571399 33.6186 2.08083 1.06562 31.5378 0.0361518 1.44814 30.9671 3.11238 27.8547 2.64225 25.2125 24.6911 3.59086 1.07277 21.1002 19.0437 15.7514 0.0985665 0.0538277
internal_count=4633 4365 268 191 97 42 4290 992 726 230 75 3298 67 44 3231 43 266 3157 78 3079 75 3004 2987 76 47 2911 2835 2574 96 59
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=31
num_cat=0
split_feature=2 2 2 3 1 3 3 3 3 2 0 2 4 1 4 2 4 2 3 4 4 3 4 4 2 3 3 0 3 2
split_gain=0.000146758 0.000687521 0.000645087 0.00069861 0.00220889 0.00052655 0.000463956 0.000298411 0.00156089 0.000818208 0.00223917 0.00275062 0.00203454 0.00102753 0.00149038 0.00186587 0.00175876 0.00123338 0.000767659 0.000477045 0.000272978 0.000455541 0.000267148 0.000266246 0.00024171 0.00043576 0.00120392 0.00286156 0.000587577 0.00189992
threshold=-0.117885 -0.11051999999999999 -0.10040499999999999 -0.27450499999999994 61.944763783650011 0.086555000000000021 -0.51222499999999993 0.085345000000000018 0.088565000000000019 -0.22932499999999997 86.624809421150005 -0.26416999999999996 48.109449608500007 66.235542959850008 40.00488309970001 -0.24150999999999997 44.701063782750005 -0.50748499999999985 -0.25098999999999999 48.914776625700007 40.250747516500006 0.09803000000000002 42.206017975500011 41.037275035300006 -0.036264999999999999 0.079025000000000026 -0.086715 96.870523356300012 0.090465000000000031 -0.051199999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 -3 4 -4 -2 -6 9 -9 10 11 -1 -13 -12 17 -16 -17 -15 -14 -20 -10 22 23 -22 25 26 -5 -28 -27 -30
right_child=1 2 3 24 6 -7 -8 8 20 -11 13 12 18 14 15 16 -18 -19 19 -21 21 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=0.08491900831172261 -0.00027025228884059929 0.0032796231644825293 0.082124922081093704 -0.00033896646076639217 -0.034232064178623643 -0.0047468004967476888 -0.10008718725125275 0.0059747005793896347 -0.001145563399176952 -0.00018099350413306784 -0.080905600910013781 -0.091092662906845909 -0.028624254731082696 0.066475205455088171 -0.10010733066726074 0.1000084110760418 -0.063070200201207544 -0.046716716949498548 0.058218273716543825 0.0022285480853827585 0.00064396816688611525 0.0032811895921596198 0.001800937250426066 -0.0025775832001355167 0.00027478185806611841 -0.001191880365945976 0.0084512322602607135 -0.001823375505040531 0.00038958523412554292 -0.0040693554864814543
leaf_weight=0.0037406731478102006 0.5063439064018177 0.58967981281113324 0.0012381588616191255 3.0833707988092947 0.0020000428657487579 0.54618902571520589 0.0023000347778976415 0.54331030824797633 1.0501185802512738 2.5220482966208895 0.0049757670722350164 0.0026247876983014591 0.0035699026735409589 0.0024490207228780175 0.0038347779904626686 0.0011797493570533382 0.0015049157567350591 0.0015861009412561598 0.0029961652944621164 0.003092339012638945 0.50613139772089633 0.55674758176680539 0.51569306520429048 0.52021629360427823 14.143789547526795 6.8954121007313054 0.56621534934419515 0.52000642547195641 10.342956867755003 1.0528642397393859
leaf_count=88 21 138 49 108 21 47 23 83 179 658 22 248 28 70 122 9 38 38 17 32 25 105 58 32 1260 564 39 24 447 40
internal_value=5.05759e-07 -7.28771e-05 -1.56539e-06 -5.44155e-05 -0.0355683 -0.00259326 -0.0694568 0.000449938 0.00102478 -0.000381213 -0.0163843 0.0098411 -0.0130228 -0.0434431 -0.025782 -0.0553452 0.00859307 0.0219824 0.00819361 0.0297812 0.000170719 0.000829315 -5.59242e-05 -0.000988913 -4.90423e-05 -0.000252957 0.000669584 0.00353247 -0.000463256 -2.2378e-05
internal_weight=44.4982 38.2524 37.1998 36.6102 0.00553824 1.05253 0.00430008 6.24582 3.69222 2.5536 0.0315542 0.0160239 0.0122832 0.0155303 0.0105546 0.00651944 0.00268467 0.00403512 0.00965841 0.0060885 3.14891 2.09879 1.54204 1.02635 36.6046 22.4608 4.16959 1.08622 18.2912 11.3958
internal_count=4633 2781 2713 2575 93 68 44 1852 482 1370 712 413 325 299 277 169 47 108 77 49 399 220 115 57 2482 1222 171 63 1051 487
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=31
num_cat=0
split_feature=3 3 4 2 2 2 2 4 2 4 3 2 3 3 1 4 4 4 0 4 0 2 2 2 3 1 0 2 1 2
split_gain=0.000161055 0.000812767 0.010136 0.020464 0.00450212 0.00255593 0.00866534 0.000843716 0.000642291 0.0046603 0.00723802 0.00274409 0.00208032 0.00120289 0.000716079 0.0152626 0.0024952 0.0056542 0.00137975 0.000674559 0.000623632 0.000255599 0.000469988 0.000631788 0.000480021 0.000413438 0.00131588 0.00265637 0.0109619 0.0137684
threshold=1.0000000180025095e-35 0.079745000000000024 41.808689985400001 -0.066979999999999998 -0.117885 -0.043559999999999995 0.011900000000000003 42.243697547450004 -0.047144999999999999 39.788107623550012 -0.10696499999999999 -0.036264999999999999 -0.26568999999999993 -0.20885999999999996 62.014663695050011 41.489621506400006 40.21994457600001 39.656620114300004 85.121961326250016 40.371455563000005 88.122280599850015 -0.117885 -0.11051999999999999 -0.10040499999999999 0.086555000000000021 62.079186690200011 87.842680954300008 -0.088039999999999993 62.132955852800002 -0.057599999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 20 -5 -7 -4 14 10 11 -10 -13 -14 15 16 17 18 -1 -11 -2 -3 24 -24 -23 -25 27 -27 -29 -30
right_child=1 21 7 5 -6 6 -8 -9 9 19 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 22 23 25 -26 26 -28 28 29 -31
leaf_value=-0.0070805152952368782 0.09738042415506741 0.00069756799031128237 0.004299089925182421 0.095723591747702744 -0.096861086815942091 0.09965546892675535 -0.059925789604357155 -0.00035112761927978854 0.083591302146637111 0.0014267171684057254 -0.057364805817214586 0.043839838657100241 -0.066410607045078979 0.0068158560603950149 -0.00043320196325889303 -0.00045643168632623779 0.098766159581974919 -0.10012973344501797 0.097633589318753336 -0.0036738054594954435 0.0039825109889797894 1.4692416420503791e-05 0.0032162137814629246 0.00027991672182001262 -0.0042602132242396656 -0.00038366399376161533 -0.00011297761763280612 -0.0031977777910878686 -0.0093850391563981683 -0.092495557882620483
leaf_weight=0.001568797512405018 0.0012526847918217275 4.2043030775724821 0.52457077691624965 0.02758383913147533 0.010151340878678639 0.0098417112126182038 0.0052008282961542038 1.5227875532864752 0.0048225706268567583 0.51106246163116964 0.036159516335643904 0.0057353579018522552 0.0049376789036941204 0.004111095021031021 4.0855495227635599 0.51497506932615267 0.017438214264302587 0.0023354991706128212 0.0063579498927364142 0.52633323832220591 0.0016653218499669518 0.50478132622087923 0.57728182896114333 13.955176941378523 0.54763599190171652 1.516243868410051 14.670498125198778 0.61092523582238234 0.051167046639804536 0.03265381703257686
leaf_count=130 7 748 19 10 19 32 38 458 2 23 39 36 26 21 427 169 91 7 5 235 83 13 116 441 47 35 1193 58 49 56
internal_value=4.77121e-07 7.35595e-05 0.00198539 0.0440768 -0.0653935 0.0776407 0.0444816 0.000840343 -0.0004948 -0.00267492 -0.0308361 0.0180891 -0.0032776 -0.0331419 2.01319e-05 0.00343307 0.0757422 0.0366186 0.0769094 -0.00116108 0.0440777 -3.60833e-05 -0.000131089 -6.14491e-05 -0.0022098 -0.000122809 -0.000455724 -0.00272994 -0.00785055 -0.0417621
internal_weight=44.4951 38.7737 2.10305 0.0556957 0.0130693 0.0426264 0.0150425 2.04736 5.72139 1.09316 0.0557662 0.0196067 0.0147841 0.00904877 4.62823 0.542676 0.0277005 0.0102622 0.00792675 1.0374 0.00291801 36.6707 32.4664 31.4139 1.05242 30.8367 16.8815 2.21099 0.694746 0.0838209
internal_count=4633 3422 666 189 109 80 70 477 1211 382 124 85 83 47 829 402 233 142 135 258 90 2756 2008 1948 60 1832 1391 198 163 105
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=2 4 2 2 1 0 3 4 0 3 3 4 0 4 1 3 4 4 4 4 0 4 4 2 4 1 3 4 1 0
split_gain=0.000154532 0.000390302 0.000779376 0.00227853 0.00561252 0.00770655 0.00880348 0.0135224 0.00367914 0.000508826 0.000745963 0.000564877 0.00115428 0.000393945 0.000381577 0.000358023 0.00134803 0.00984892 0.013335 0.0125472 0.000708507 0.000930215 0.00257564 0.00305849 0.00198926 0.00131316 0.000504522 0.0014899 0.000426226 0.0054093
threshold=-0.036264999999999999 42.081757894750005 1.0000000180025095e-35 -0.031989999999999998 72.62331947780001 93.308316333500017 0.089965000000000031 40.250747516500006 100.53758024625002 0.12376500000000003 0.10453000000000003 40.986363433950011 85.990333302400003 38.474425342400004 61.944763783650011 0.09721500000000001 41.675153845500006 42.431220712750012 41.835830569250014 42.081757894750005 96.870523356300012 40.518963363600001 41.289992964000007 -0.124155 40.250747516500006 62.00390986255001 0.091885000000000022 41.444941515100005 75.499969677400017 97.886760529650019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 -2 5 6 7 -5 -6 10 11 13 -13 -4 -12 26 20 18 -18 -20 21 24 23 -23 25 -17 28 -28 -1 -30
right_child=1 -3 9 4 8 -7 -8 -9 -10 -11 14 12 -14 -15 -16 16 17 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00027606907403742321 0.0013741986666384841 -0.0004230671509517137 0.001736720585407206 -0.096326340906573091 0.0077393791389947664 0.065821264896564313 0.029396946180336444 0.036630781757001712 -0.070346449157304258 0.0032537524147535457 -0.00040222836265672927 -0.00086306278461870741 0.005755787472213364 -0.0003847428479150821 -0.0042397144588152136 0.0016658366287678637 -0.10069762422481912 -0.00052359569878610425 0.042649996816982907 -0.056508865810936927 -0.0037578314232480019 0.00051604961003229907 0.00093595581608414539 -0.010178254960741156 0.0068080387860670393 -0.0039210601435080003 0.00031663488958293021 0.0056156293409128644 0.050880038343508273 0.00055576008461797114
leaf_weight=17.731406192999899 1.0327719091583274 5.1262444577508459 1.1147340051706667 0.016670445184826188 0.012572498308145441 0.031428543559741229 0.066180766592587759 0.014135983797842755 0.011602242822679187 0.54552968361596121 0.49896706396248203 0.50246102671192072 0.5539657766022037 4.0754663543542735 0.53903059453034852 1.3896689884459208 0.023967728689058165 0.54419892938196224 0.023877521308349969 0.027409758752178881 0.5466935991548646 0.50804317350412043 2.0471160508095636 0.56464444438461214 0.54179015362046801 0.60336431325840711 4.6057703154927108 0.59968945493989601 0.022204160770627146 0.56131476773729283
leaf_count=1560 19 535 209 16 6 12 29 43 38 49 3 46 83 197 58 36 11 94 18 33 154 20 20 23 20 101 169 124 86 821
internal_value=6.21084e-07 0.00027363 0.000669774 0.00305944 0.0144656 0.0227868 0.0088416 -0.035317 -0.0297365 0.000308016 8.74162e-05 0.000499922 0.00260771 7.0898e-05 -0.00239503 -0.000126626 -0.000764515 -0.00521258 -0.0391205 -0.010344 -0.000320195 1.21587e-05 -0.00114395 -0.00511325 0.00143508 -2.5522e-05 5.83576e-05 0.0009271 -0.000188556 0.00247071
internal_weight=44.4829 14.1418 9.01552 1.18536 0.15259 0.128416 0.0969872 0.0308064 0.0241747 7.83015 7.28462 6.24663 1.05643 5.1902 1.038 30.3412 6.82077 0.619454 0.075255 0.0512873 6.20132 5.65463 3.1198 1.07269 2.53482 1.99303 23.5204 5.20546 18.3149 0.583519
internal_count=4633 1343 808 163 144 100 88 59 44 645 596 535 129 406 61 3290 530 156 62 51 374 220 63 43 157 137 2760 293 2467 907
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=2 4 2 2 3 3 3 3 0 3 3 4 0 0 2 1 3 4 1 3 4 4 4 4 1 4 1 4 0 3
split_gain=0.000125287 0.000316178 0.000633264 0.00190451 0.0110799 0.00556 0.0103269 0.00809813 0.00544264 0.000413173 0.000603525 0.000458712 0.000939859 0.000326608 0.000559379 0.000428675 0.000458092 0.000319453 0.000307736 0.000291377 0.00110989 0.0085097 0.0125528 0.0104618 0.000599399 0.00150258 0.00237172 0.0014593 0.000798058 0.000951041
threshold=-0.036264999999999999 42.081757894750005 -1.0000000180025095e-35 -0.031989999999999998 0.11231500000000003 0.084565000000000015 0.089705000000000021 0.077080000000000023 90.767723400200012 0.12376500000000003 0.10453000000000003 40.986363433950011 85.990333302400003 90.321439350550008 -0.027754999999999998 72.327589083450007 0.079605000000000023 38.474425342400004 61.944763783650011 0.09721500000000001 41.675153845500006 42.431220712750012 41.835830569250014 42.081757894750005 61.966271448700006 41.037275035300006 62.041548276350007 40.518963363600001 96.870523356300012 0.11636500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 -2 5 7 -7 -5 -8 10 11 17 -13 14 -3 16 -15 -4 -12 -1 24 22 -22 -24 27 26 -26 -21 29 -28
right_child=1 13 9 4 -6 6 8 -9 -10 -11 18 12 -14 15 -16 -17 -18 -19 -20 20 21 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=5.2609847036002723e-05 0.0012379520279764589 -0.00035848299756760066 0.0015650821746148768 -0.023652304995889533 0.084663475240558714 -0.058354343239392197 0.034853021784866517 0.10007593396910011 -0.017965416995984584 0.0029348582470562715 -0.00036190120042042578 -0.00077629294859835399 0.0052006734843305291 -0.00023246790454187823 -0.0040785944971426435 -0.00057131952329574109 0.0039738250083572553 -0.00034617547264073867 -0.0038058677548778973 0.0041019752914818438 -0.10063096839039794 -0.0004710749306150183 0.039101082563266748 -0.052513200894332417 -0.008225657469070155 0.0020752999248211728 0.0019884699818642259 -0.00095124041399689873 -0.0042210140316229425 -0.0031684103826392566
leaf_weight=23.519769305089511 1.0318402111861358 1.5115118549570987 1.1133634737628666 0.0090174286358951639 0.018999345658812672 0.028257983539290876 0.045142752357527627 0.012796992352832604 0.034357101116017308 0.54438719478244912 0.49909995711641342 0.50274288576365911 0.55190071309461164 0.50393353110467864 0.55174019471905245 2.0279432852047754 0.53250492531830673 4.0764776651586674 0.54035458195425456 0.91068290458497392 0.021700531771784992 0.54437150861357586 0.02346321670540874 0.026590628475645417 0.54656686884118322 1.0762388685495947 1.0697676473406832 1.5343605328171177 0.52663583449281226 0.5372122254521815
leaf_count=2760 19 19 209 22 10 29 19 29 35 49 3 46 83 19 200 247 50 197 58 41 11 94 18 33 12 51 76 17 135 42
internal_value=3.28058e-07 0.000246207 0.000603005 0.00276213 0.0133477 0.00289054 -0.00642974 0.0489304 0.0120267 0.000277437 7.88262e-05 0.000450207 0.00235149 -0.000380652 -0.00135329 0.000274225 0.00192866 6.38418e-05 -0.00215223 -0.000114245 -0.00068987 -0.00473784 -0.0371081 -0.00956813 -0.000287697 -0.00108087 -0.00234824 0.000930884 -0.000842628 0.000264529
internal_weight=44.4737 14.1364 9.00874 1.18041 0.148572 0.129572 0.107758 0.0218144 0.0794999 7.82833 7.28394 6.24448 1.05464 5.12763 2.06325 3.06438 1.03644 5.18984 1.03945 30.3374 6.81759 0.616126 0.0717544 0.0500538 6.20146 3.75642 2.68018 2.44504 2.13362 1.60698
internal_count=4633 1343 808 163 144 134 83 51 54 645 596 535 129 535 219 316 69 406 61 3290 530 156 62 51 374 316 265 58 253 118
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=31
num_cat=0
split_feature=0 3 1 2 0 3 2 2 2 3 3 2 1 2 3 0 2 4 3 0 2 2 3 0 2 0 3 2 0 2
split_gain=0.000206999 0.00136564 0.00156223 0.00191888 0.00129983 0.00139564 0.00083732 0.000449005 0.000268067 0.000373358 0.00078304 0.000457295 0.0012021 0.000580995 0.000295706 0.000259333 0.000369979 0.000281588 0.000553466 0.000223578 0.00119513 0.00107372 0.00262393 0.000328849 0.00174518 0.000632383 0.00188836 0.000436566 0.00225585 0.00198351
threshold=85.121961326250016 0.099855000000000027 61.546871980350012 -0.13006999999999999 84.546631286350006 0.087125000000000022 -0.237895 -0.10434500000000001 -0.013285 0.07771500000000002 -0.10978499999999999 -0.23353499999999996 55.887667615750004 -0.23265499999999997 -0.23921499999999998 85.769879735700016 -0.074029999999999999 41.243661560350013 0.08759500000000002 85.968825637350008 -0.08725999999999999 1.0000000180025095e-35 0.42293500000000012 86.135510041400025 -0.083834999999999993 86.345209775600011 0.087475000000000011 -0.06828999999999999 86.474255765850003 -0.075639999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 8 -4 -7 9 10 11 12 -1 -13 -14 16 17 -2 -19 20 -17 22 -22 24 -21 26 -25 29 -29 -27
right_child=15 -3 3 -5 -6 7 -8 -9 -10 -11 -12 13 14 -15 -16 19 -18 18 -20 23 21 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=-0.100037056271469 -0.0016698354349593538 -0.00083651154443360157 -0.056965176920308391 -0.096060863138947405 0.081249775629484128 -0.023941607210888168 0.062170653225966988 -0.10008539991999266 -0.042706130464134143 0.052257762913333755 -0.076939837162034022 0.060460414850713753 -0.018159521062066444 -0.012160003802539674 0.043535246943271773 0.0010077001825277302 0.003149520157640957 -0.00033906760373406933 0.0036293801600083019 -0.00025944574875435682 -0.0089436713229479152 -2.3426457450899506e-05 0.00081702673374005287 0.0018252015569468266 0.0059502286700664547 -0.00011540169628343282 -0.0063980466486280533 0.0065966167290956515 0.00018106554497469596 -0.0060351804980812397
leaf_weight=0.0012162010475935256 0.51918668952234259 0.86717967087361103 0.0010242151882720596 0.0052442141527904154 0.0014921081747161216 0.0011945712294867405 0.0013913348374132821 0.002201907654759693 0.0013938261039148107 0.0013935240348852398 0.0012534732090659596 0.0026103574491571635 0.0013662560811787542 0.0019061549700570444 0.0018010056597185036 2.0285800904025564 0.60929406617699022 1.0273587484937774 0.53416682793678649 2.0226069730831333 0.60915507631261723 1.0074963920405933 0.50270532071590424 0.54673084820387774 0.58305475212432778 15.228709804802422 0.57080278098601411 0.5667577774584015 16.628593955816243 0.58785852396845228
leaf_count=39 30 60 75 62 4 32 118 23 138 19 85 6 49 48 10 42 63 92 65 42 53 13 2 31 56 2044 42 20 1186 84
internal_value=3.37588e-07 -0.00150709 -0.024321 -0.0620917 -0.00809416 -0.0162541 0.011656 -0.073305 -0.00128033 0.00372014 -0.00294147 0.00748046 -0.0155285 0.0298116 0.0169221 3.12197e-05 0.000982294 0.000347667 0.00101846 -3.13587e-05 -0.000727292 -0.00238797 -0.00453057 4.72224e-05 0.00113006 -3.54483e-05 -0.00237499 4.37508e-05 0.000392522 -0.000335424
internal_weight=44.4657 0.892669 0.0254891 0.00765976 0.0178294 0.0163373 0.00241555 0.00339648 0.0129408 0.011547 0.0101534 0.00889998 0.00438346 0.00451651 0.00316726 43.5731 2.69001 2.08071 1.56153 40.8831 4.14794 2.11936 1.11186 36.7351 2.60566 34.1295 1.11753 33.0119 17.1954 15.8166
internal_count=4633 768 708 255 453 449 193 55 394 256 237 152 98 54 59 3865 250 187 157 3615 110 68 55 3505 98 3407 73 3334 1206 2128
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=31
num_cat=0
split_feature=0 3 1 2 2 0 3 0 2 3 3 0 1 1 1 3 0 2 4 2 1 4 3 4 3 3 2 2 3 3
split_gain=0.000168766 0.00118218 0.00140165 0.00176521 0.00112881 0.000952333 0.000877021 0.000583501 0.000379266 0.000377532 0.000456599 0.000700475 0.000325637 0.000213622 0.000245599 0.00115747 0.000319307 0.00102045 0.00722335 0.000967771 0.00408191 0.00559863 0.00363327 0.00290611 0.00265115 0.00357329 0.00246462 0.00291641 0.00243421 0.00276694
threshold=85.121961326250016 0.099855000000000027 61.546871980350012 -0.13006999999999999 0.11873000000000002 84.546631286350006 0.087125000000000022 82.605564516150011 -0.10434500000000001 -1.0000000180025095e-35 -0.225495 71.249517373150013 55.887667615750004 61.885617704800005 61.93938686740001 0.10385500000000002 85.823648898300021 -0.63026499999999996 40.574766824850009 -0.14704500000000001 63.910026677050006 40.250747516500006 0.12376500000000003 41.808689985400001 0.11636500000000001 0.10052500000000002 -0.58319500000000002 -0.54488499999999995 0.083905000000000021 0.093745000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 6 9 -4 -8 10 11 -1 -13 -2 15 -15 -16 18 -18 20 21 -19 24 -23 25 26 -22 -28 -29 -30
right_child=13 -3 3 -5 -6 -7 8 -9 -10 -11 -12 12 -14 14 16 -17 17 19 -20 -21 22 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.051191825190918118 0.0010115923397794229 -0.00075258369374224532 -0.043340833375595592 -0.09519620930071121 -0.10004045344574881 0.078292413688373905 -0.021672064550163933 0.057011071197841962 -0.10008775706087303 0.039871175148459864 -0.041918773712142351 0.0021355037190052871 0.050405514755590741 0.0023869547202775084 0.00099484264094260619 -0.0032102296360915442 0.056457885014636978 -0.021712598385734527 -0.081330961423325229 -7.0670948419581774e-05 0.037844618923184928 0.098745683715564678 -0.1001326694411192 0.021359833510777439 0.099985663182658724 -0.079287053788633044 -0.10006475562515485 -0.022272445886611689 0.069180638826251986 -0.025775039175062138
leaf_weight=0.0015953022789544306 2.1023944738142637 0.8674763385946278 0.0010721432969394255 0.0047861576043983769 0.001227564060430896 0.0013985593868710558 0.0011880678014719592 0.0012607704190170654 0.0012827198921812064 0.0022589070917949936 0.002545066924207676 0.0031067648383150681 0.0025403947960156853 0.5717113526294203 3.1422729180244522 1.0443810519063843 0.0063981947775337269 0.0099091010924763911 0.0093857164832910622 36.598496749865241 0.016069868951825661 0.012926438680551655 0.0037250248274169886 0.0077695512154605231 0.0026214235495842777 0.0055289782715749183 0.0032188610363494399 0.019998444820631012 0.0081102776342147076 0.0049366230076536297
leaf_count=110 62 60 181 62 22 4 32 12 14 38 167 24 42 72 215 16 39 13 20 2471 141 33 20 17 9 44 53 529 71 40
internal_value=3.27215e-07 -0.00136151 -0.0231328 -0.0604312 -0.00764406 -0.000517642 -0.00811004 0.0108921 -0.0623819 0.00302141 -0.00548332 0.00732044 0.0238499 2.81997e-05 -2.16582e-05 -0.00123016 2.73502e-05 -5.54665e-05 -0.0254766 -4.45314e-05 0.0100454 0.040099 -0.00427953 0.069694 0.00162372 -0.00283246 0.0052448 -0.00920126 -0.00035048 0.0332518
internal_weight=44.4616 0.891739 0.0242624 0.00711907 0.0171433 0.0159158 0.0145172 0.00233291 0.00247079 0.0120464 0.00978753 0.00724246 0.00564716 43.5699 41.4675 1.61609 39.8514 36.7091 0.0157839 36.6933 0.0948146 0.0306051 0.0642095 0.020696 0.0604845 0.0578631 0.0523341 0.0362642 0.0330453 0.0130469
internal_count=4633 768 708 255 453 431 427 193 46 381 343 176 66 3865 3803 88 3715 3500 59 3441 970 63 907 50 887 878 834 693 640 111
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=31
num_cat=0
split_feature=2 2 4 3 4 3 4 3 0 2 0 0 0 4 2 2 1 4 1 3 3 3 3 2 2 4 0 1 4 0
split_gain=0.000139271 0.000363819 0.000449236 0.000678402 0.000224963 0.000409378 0.00029396 0.0046963 0.0125882 0.00123687 0.000269129 0.000451098 0.000190974 0.000676839 0.00661358 0.00569833 0.00350816 0.00336616 0.00250556 0.00196332 0.00171745 0.00261672 0.00137608 0.00112858 0.000448887 0.000936516 0.000384537 0.000918349 0.000401714 0.000549412
threshold=0.18839000000000003 0.20852500000000004 36.859113051050009 0.10176000000000003 35.476804824450006 0.084565000000000015 37.232443001650005 0.08326500000000002 93.72771580185001 -0.091149999999999995 97.886760529650019 100.92471821705001 85.662341410450011 41.289992964000007 -0.082654999999999992 -0.083004999999999982 61.93938686740001 43.968221017800005 61.86411003975001 0.10087500000000002 0.085910000000000028 0.08079500000000002 0.08326500000000002 -0.23265499999999997 -0.23381499999999997 48.96897326980001 85.769879735700016 61.950140699950005 38.396531328800009 97.32487278035002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 7 -6 9 -9 -10 -12 13 -8 15 16 19 -18 -16 20 21 23 -19 24 25 -15 27 -14 29 -28
right_child=1 2 3 -5 6 -7 12 8 10 -11 11 -13 26 14 18 -17 17 22 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00055896041942936261 -0.0029546373558916091 -0.0024602703930628536 -0.0012871028273515506 0.0037143190478214753 0.00096246288252297264 0.0033737369854922442 -0.00070048476435427629 -0.015554335510115168 -0.10039161042469198 0.017208849125203648 -0.10012093380007288 -0.031035589379513381 -0.00019420112216331017 0.016748512559948036 0.026049212214940637 0.10009730052285087 -0.093737904124961302 -0.04488986486570351 -0.1002810690726602 0.074181433335432687 -0.06165971744480539 0.099312967628620366 0.099932845094290276 -0.088798794532444492 0.02633766751716652 -0.10003007043495123 0.0040129455854446784 0.0048111859591697479 -4.4509363443110158e-05 -0.00046087937659371246
leaf_weight=0.51087439546693292 0.56839673600827034 0.50869897518427598 0.55864901978450487 0.52709495096360115 0.51981590400722344 0.54929253490262042 1.3766182390944648 0.022642042611318913 0.015713816645600343 0.023463223557143885 0.0022396814085823271 0.0016352047113818782 1.0239929650269903 0.0019881503361981467 0.001881840666172919 0.0056841000914573661 0.0071677920117707572 0.0011507886430024428 0.009473055298614419 0.0043713185405067625 0.0036518163332175399 0.002901301648307709 0.0015262908348248061 0.0015094225377352277 0.0044239170419331231 0.0010491128204046518 0.57960131523448355 0.57091405433061471 36.528387934287387 0.52146303702920649
leaf_count=192 36 95 204 44 112 182 204 22 37 25 8 51 17 71 131 2 74 8 67 6 20 6 58 17 46 13 76 61 2647 101
internal_value=2.96871e-07 -0.00078239 -8.01342e-06 0.00114093 4.03226e-05 0.00147864 3.34126e-06 -0.00222136 -0.0274139 0.00111903 -0.094571 -0.0709669 3.53869e-05 -0.00110246 -0.0129318 0.00835623 -0.00917797 -0.0580024 -0.0793444 0.0149823 -0.00168752 0.01676 0.0376783 -0.00993952 0.00601398 -0.0235884 7.66777e-05 0.00159753 1.22171e-05 0.00189415
internal_weight=44.4563 2.16284 1.59444 1.08574 42.2934 1.06017 41.2333 0.58551 0.065694 0.0461053 0.0195887 0.00387489 40.6478 1.4234 0.0467789 0.035424 0.0297399 0.00984487 0.0113549 0.019895 0.0155237 0.0118719 0.00267708 0.0089706 0.00746118 0.00303726 39.2244 1.59491 37.6295 1.10106
internal_count=4633 379 343 248 4254 374 3880 255 143 47 96 59 3625 723 519 321 319 140 198 179 173 153 66 147 130 84 2902 78 2824 177
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=31
num_cat=0
split_feature=1 4 0 2 2 1 4 2 4 2 1 4 0 4 2 3 0 1 1 3 3 4 2 2 0 0 3 3 0 4
split_gain=0.000148543 0.00360151 0.00386372 0.00444127 0.0011482 0.00105099 0.00107525 0.000977967 0.00133696 0.00065361 0.000504264 0.000422195 0.000526618 0.00019411 0.000164278 0.00193095 0.000320975 0.000379738 0.00146254 0.000825119 0.000717603 0.000604836 0.00116331 0.000501734 0.000489548 0.00146466 0.00881922 0.0100101 0.00764105 0.010126
threshold=81.339300736700025 39.198779702000003 104.03526427400001 -0.58835000000000004 0.70681500000000008 90.937096262400004 42.498713093000006 0.20852500000000004 44.749265482150008 -0.085550000000000001 93.155074220050025 46.324972967950011 110.98492854115001 50.189067467950004 -0.031989999999999998 -0.27297999999999994 102.21786657775002 63.910026677050006 62.425997789000007 0.10131500000000003 0.42293500000000012 41.489621506400006 -0.0309 0.063030000000000017 96.631250582750013 96.324766355850002 0.088145000000000015 0.097005000000000022 94.940210418650011 36.242939472700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 3 -3 5 6 9 8 -8 -4 -7 -10 13 -13 -1 -16 17 18 20 24 21 23 -23 -17 25 26 28 -28 29 -19
right_child=1 2 4 -5 -6 10 7 -9 11 -11 -12 12 -14 -15 15 16 -18 19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00010223524660435803 0.00034764857730972725 0.045999218298904444 0.0034072798026744326 -0.10017506521548712 -0.10004202197060807 -0.1000370737165399 -0.07128691649003796 0.090699595657428217 0.080425674266928288 -0.10001852101703675 -0.015066933185903884 0.066516142794998956 -0.029420068542913486 0.014840395335539658 -0.10006990966526925 -2.9164030441843694e-05 0.0027706002127833797 0.055879962142274399 0.0057279464511555411 -0.0038231257060812908 0.0037968793171983943 0.0012734901482049706 -0.005309996070049638 0.0032418702264536193 0.00049709777731069276 -0.00066722022879909648 -0.10030272584816557 0.023250126537567972 0.058085827681212801 -0.042337863343378225
leaf_weight=31.343683665560114 0.50662043393083533 0.002538939908845351 0.0014467664477892939 0.01146335892459717 0.0011122388082185344 0.0011543867300548025 0.0014279835402319918 0.002268069532874506 0.0015967104744190053 0.0010577641695599391 0.001768298332472315 0.0016995733499243215 0.0014317027125350101 0.0012701304679847425 0.0019154722049162789 2.5616560105912978 0.52119415268680924 0.014620039490978121 0.55482921888795989 0.59315249596852471 0.5224422471364959 0.51195733889471706 0.56417844729392252 0.57399804224701956 5.0647521069919605 0.99784630284244713 0.019739724842589013 0.0098193424546479946 0.020030431323448283 0.037218986711407887
leaf_count=2549 382 8 63 122 14 123 42 5 7 29 257 27 28 64 73 77 55 18 50 99 10 5 155 47 99 7 56 13 19 130
internal_value=3.48535e-08 -0.00165329 -0.0351802 -0.0736703 -0.00198051 0.0052323 0.0181367 0.0332272 0.0156741 -0.0402736 -0.048628 0.0363771 0.0203975 0.0444146 2.02475e-05 0.000325678 0.00034098 0.000235859 0.000870474 -0.000260874 0.000301201 -0.000132413 -0.00217799 0.000569616 8.19149e-05 -0.00183098 -0.01328 -0.0592592 0.00563075 -0.0146377
internal_weight=44.4499 0.536856 0.0302359 0.0140023 0.0162336 0.0151214 0.0121987 0.00969417 0.0074261 0.00250453 0.00292269 0.00599812 0.00440141 0.0029697 43.913 12.5694 12.5674 12.0462 5.28906 6.75718 4.73423 4.21179 1.07614 3.13565 6.16403 1.09927 0.101429 0.0295591 0.0718695 0.051839
internal_count=4633 1171 789 130 659 645 265 173 168 92 380 126 119 91 3462 913 840 785 344 441 294 284 160 124 342 243 236 69 167 148
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=31
num_cat=0
split_feature=2 4 3 0 4 3 2 4 2 0 4 4 2 0 4 4 0 0 4 3 2 4 1 2 3 0 0 3 0 3
split_gain=0.000307252 0.00013806 0.001346 0.00204597 0.000796975 0.000690705 0.000505419 0.0103652 0.00354101 0.000559837 0.00155817 0.00674227 0.00678336 0.00717184 0.00487637 0.00433722 0.00581428 0.0014869 0.00282612 0.00176459 0.00142959 0.000996335 0.000551503 0.000654231 0.000528603 0.003006 0.000802082 0.00164238 0.011008 0.000403751
threshold=-0.69416999999999995 41.404176814550006 -0.42796999999999996 89.576736448400013 41.542492784600007 -0.12193999999999999 -0.14008999999999996 42.055256506450007 -0.22573999999999997 86.103248543850015 41.873095646600007 43.847983878700006 -0.10434500000000001 85.683849075550015 43.067541470150012 42.546237522150008 85.307464937250003 85.619326080400015 43.022303514600004 0.085235000000000019 -0.088039999999999993 41.835830569250014 62.025417527550012 -0.088274999999999992 0.08846500000000003 86.692020874450009 87.727077254650013 0.12376500000000003 90.321439350550008 -0.097064999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 8 -6 10 20 12 -12 14 15 16 -14 18 19 -17 -8 -11 -15 -24 -23 -26 -27 28 -28 -4
right_child=1 4 29 -5 6 -7 9 -9 -10 21 11 -13 13 22 -16 17 -18 -19 -20 -21 -22 24 23 -25 25 26 27 -29 -30 -31
leaf_value=0.022852572043234667 0.04606937815140983 -0.00015912740270660589 0.0014780925186758055 -0.074543654408555454 0.012015325188831862 -0.0052487001161226612 -3.5460263044054721e-05 0.00051482251347184508 0.091244753897047004 -0.0045965958604676114 0.073134228195651851 0.00076751440511647331 0.068778368602203641 -0.10029340752145438 -0.1001453754957808 0.038423543569816657 -0.10020558810406105 0.099361140579290186 0.10009001077096823 -0.10012477320677432 0.0072736738078752992 0.00022533296033584371 -0.10009475483545985 -0.037485620189655393 -0.0078373615327775887 0.0034317478525582737 -0.046629143194687923 0.00040390006598835324 -0.00093736673495087351 3.6035528067297744e-05
leaf_weight=0.0058824433823819735 0.0019066768525231306 0.50092580111936513 2.1020063380764311 0.0053601862611963591 0.0084270157318541983 0.57011523411316811 0.5126751696698193 1.0530485880798117 0.017062379263595689 0.54739541077132869 0.0050457264751456723 0.51276636799330455 0.0031419805622087682 0.015575189125343059 0.0049698389475641485 0.0017597022859611386 0.0057850969780872674 0.0042760672604345018 0.0027444838789177639 0.0019247675972309253 0.55977857164796951 8.3125530888978414 0.0030677884014949077 0.0036604002881404085 0.57971670690858257 0.55027461572899516 0.058498050020717285 2.5215017031805829 0.53443427526264087 25.435142068008275
leaf_count=19 58 7 426 24 28 61 10 776 30 87 12 84 45 28 77 20 35 4 3 23 50 767 23 19 44 15 31 33 145 1649
internal_value=-2.50358e-07 -3.27565e-06 0.000134757 -0.0428973 -0.000228366 -0.00286831 -4.96382e-05 0.00204002 0.0650508 -0.000202524 0.00154097 -0.00271045 -0.0370386 -0.0488902 -0.0116592 0.010741 -0.0407299 0.0536634 0.0232686 -0.0339541 0.00377962 -0.000420344 -0.0899582 -0.0660329 -0.000238289 -0.00114628 -8.78205e-05 -0.000709676 -0.00544527 0.000146113
internal_weight=44.4414 44.4355 27.5444 0.00726686 16.8911 1.07104 15.8201 1.07854 0.0254894 14.7415 1.63717 0.564717 0.051951 0.0469053 0.0246019 0.0196321 0.00892708 0.010705 0.00642895 0.00368447 1.07245 13.1044 0.0223034 0.00672819 12.557 4.24443 3.66471 3.11443 0.592932 27.5371
internal_count=4633 4614 2157 82 2457 68 2389 834 58 1555 433 373 289 277 207 130 80 50 46 43 60 1122 70 42 1035 268 224 209 176 2075
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=31
num_cat=0
split_feature=3 3 3 4 4 0 4 4 2 1 2 4 0 3 4 0 4 0 1 2 4 4 1 0 1 0 3 2 1 2
split_gain=0.0001432 0.000630872 0.000562256 0.000415155 0.000402063 0.000890023 0.000786989 0.000632733 0.00123951 0.00262739 0.00230503 0.0020736 0.0011567 0.00112997 0.000625492 0.000598774 0.00151832 0.0139051 0.0209593 0.00723158 0.000956685 0.000841875 0.000597741 0.00045338 0.000387347 0.000377714 0.00155853 0.00283034 0.00134043 0.000857588
threshold=0.091885000000000022 0.090665000000000009 0.092185000000000031 40.003678352300007 40.542362378300005 97.491557184450016 37.765550062200006 40.986363433950011 -0.083834999999999993 62.020040611300011 -0.088465000000000002 41.362929270750008 86.780739992750014 0.098510000000000028 41.600558339100012 85.823648898300021 39.683197198900011 92.773313165550022 62.132955852800002 -0.095074999999999993 40.250747516500006 38.110427674550003 61.821094709650005 90.767723400200012 62.041548276350007 87.261973998100004 0.08846500000000003 -0.14510999999999999 62.154463517850012 -0.071969999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 -2 -3 5 15 -7 13 10 -10 14 -11 -13 -6 -9 20 17 18 -17 -20 22 -19 -4 -14 -18 26 29 -28 -27 -1
right_child=2 3 4 -5 7 6 -8 8 9 11 -12 12 23 -15 -16 16 24 21 19 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.00026762274436837214 0.0024596953829751746 -0.00057155479969923245 -0.00010597002652143414 -0.0044946162086181426 0.00044620108130449863 -0.00010578391119927588 -0.0045009373596807635 0.0012872878989628996 -0.0071318475664929604 0.0056706114252600536 0.0074771188165180039 -0.0050730028208265388 0.0004088942057316183 -0.00424629311751236 -0.0026423742988910173 0.10021671684190026 0.00195834694970556 -0.001637233589439699 0.050682033115902948 -0.012800105625156065 0.0032551748455875123 0.0039661698308895267 -0.004268464869869564 -0.0028181398241181759 -5.0143574104388463e-05 0.0052019247415577398 0.0013386629023413562 -0.0089530514927442361 9.5031917154919087e-05 -0.0026779645531418068
leaf_weight=8.1907599678392575 1.0426852762436656 0.54143130854747556 0.87224926360249877 0.53757780644281894 1.0100304082146743 1.5179963049325276 0.55684552430222911 1.5399314405536308 0.59524970682462175 0.55344219839844289 0.56019022647615235 0.56154419516835963 2.5639813505586067 1.0431830027583613 0.54962061340650104 0.036623511710785706 1.5375686617335302 0.52955309146588303 0.027231761872087645 0.052615645396144828 0.5186718612212643 0.54313481534211405 0.57071848078599174 0.52441235086472548 2.5570493294921626 0.53588217085712386 0.5044447522250266 0.56821149683790284 12.56428314514409 1.1240479854927681
leaf_count=799 34 67 45 75 13 153 118 57 76 31 27 56 38 36 155 14 16 55 30 34 13 44 21 91 51 27 12 73 2112 260
internal_value=-3.35082e-07 -0.000161769 0.000199311 -0.00252608 7.40912e-05 0.000540751 -0.00128535 -0.000383663 4.47857e-05 -0.000913815 0.00178079 -3.3266e-05 -0.000898148 -0.00193793 0.000253658 0.00106369 0.00161759 0.00476314 0.0375799 0.00885032 -0.000428293 0.00119994 -0.00175231 -0.000139059 0.000704064 -5.31533e-05 -0.000503498 -0.0041131 0.000303937 -8.78308e-05
internal_weight=44.4312 24.5666 19.8645 1.07901 18.8218 9.32026 2.07484 9.50159 7.44837 4.79863 2.64974 4.20338 3.64994 2.05321 2.08955 7.24542 5.28378 1.18916 0.116471 0.0798474 1.96164 1.07269 1.44297 3.08839 4.09462 23.4876 10.3875 1.07266 13.1002 9.31481
internal_count=4633 3425 1208 142 1174 594 271 580 531 292 239 216 185 49 212 323 244 177 78 64 79 99 66 129 67 3283 1144 85 2139 1059
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=3 3 4 2 2 2 2 4 1 4 1 1 4 1 0 3 1 4 4 4 4 2 2 3 2 1 0 3 4 2
split_gain=0.000128701 0.000748376 0.0090147 0.0181079 0.00399328 0.00237533 0.00785097 0.0008272 0.000685488 0.00488528 0.0152546 0.00508211 0.00350327 0.00139018 0.000647731 0.000395811 0.000322548 0.000316673 0.000258753 0.000230545 0.00123907 0.000583612 0.0139777 0.0319537 0.052435 0.000904613 0.000896634 0.00125338 0.000990876 0.000879565
threshold=1.0000000180025095e-35 0.079745000000000024 41.808689985400001 -0.066979999999999998 -0.117885 -0.043559999999999995 -1.0000000180025095e-35 42.243697547450004 62.020040611300011 41.32819714970001 61.987779113750001 61.944763783650011 40.21994457600001 61.821094709650005 88.122280599850015 -0.089139999999999997 62.068432857650002 38.396531328800009 41.444941515100005 41.243661560350013 41.087689990200012 -0.077085000000000001 -0.033594999999999993 0.08919500000000001 -0.057599999999999998 62.084563606450011 86.474255765850003 0.086255000000000026 41.835830569250014 -0.070854999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 14 -5 -7 -4 9 10 11 12 13 -1 -2 16 -10 -17 -11 20 -3 26 23 29 25 -25 27 -21 -28 -23
right_child=1 19 7 5 -6 6 -8 -9 15 18 -12 -13 -14 -15 -16 17 -18 -19 -20 21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.010691321750783786 0.096575750477957259 4.7137598229242117e-05 0.0042927405957843808 0.094754086913521107 -0.096073501337852335 0.099641980239450839 -0.057733595972800728 -0.00031220443743120634 -0.0019833639744186319 0.0022127677165242575 0.097214322328255581 -0.10022824187332253 0.091640550417212072 -0.10011839565345955 -7.3484751811312007e-05 -0.00091149364449910728 0.00012052557303726653 -0.0043953368296625215 -0.00096144278131410008 0.0054628097276975783 0.0047774710544631737 -0.076512269892293774 -0.00024673887175658427 0.038462089625755418 -0.096042339931788165 0.060271042862472125 -0.004751718857033454 0.00048193631293612902 -0.00033908016004102217 -0.10104983365375714
leaf_weight=0.0024162775590380863 0.0011619329862225811 20.683670543781808 0.52443194670442528 0.025222415291501932 0.0091599972797666851 0.0088254713577953225 0.0049466533878523298 1.5227532956858496 1.0129217788695157 0.50809327046465569 0.019479689016286272 0.0068798461942274356 0.0035210814121455769 0.0021304001924040434 0.0017197266834856895 0.51376817018432952 2.5969693426120868 0.53013455512887231 0.5192747466084271 0.56684860512888757 0.56897903588588405 0.028154801897386506 5.1612879657581301 0.038502038682054263 0.036889071308362276 0.037585979808547165 0.57836458292794102 4.6461764729033561 4.2363173275993962 0.030362398860919515
leaf_count=104 7 1244 19 10 19 32 38 458 15 6 22 78 23 35 83 45 551 62 270 146 50 21 431 20 41 21 90 179 494 19
internal_value=3.02884e-07 6.57032e-05 0.00190238 0.0434159 -0.063774 0.0765165 0.043116 0.000867454 -0.00044265 0.00185008 0.0389042 -0.0370855 0.0167599 -0.0412299 0.0388971 -0.000965751 -0.000469818 -0.00268073 0.000608389 -3.95531e-05 0.000173779 -0.000334717 -0.00117996 -0.0292663 0.0017995 0.0492353 0.000114789 0.00102354 -0.000869149 -0.0892439
internal_weight=44.4269 38.7114 2.09822 0.0510362 0.0120417 0.0389945 0.0137721 2.04719 5.71559 1.0618 0.0344273 0.0149476 0.00806776 0.00454668 0.00288166 4.65379 3.60989 1.0439 1.02737 36.6131 21.2526 15.3605 5.33278 0.171494 0.112977 0.076088 10.0277 5.21303 4.81468 0.0585172
internal_count=4633 3422 666 189 109 80 70 477 1211 538 262 240 162 139 90 673 566 107 276 2756 1294 1462 553 122 82 41 909 325 584 40
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 0 4 2 0 0 2 3 0 2 3 3 3 1 4 4 2 3 2 4 4 2 3 3 4 1
split_gain=0.00015602 0.000882223 0.00070617 0.00705818 0.0124488 0.00165467 0.00088498 0.00170048 0.000758938 0.000666643 0.000628461 0.000984237 0.000564378 0.000455419 0.000793065 0.000804127 0.000405023 0.000503439 0.000750891 0.00032924 0.00105864 0.000499773 0.000320512 0.000293762 0.0166939 0.0185816 0.00784144 0.000451559 0.00109557 0.00192063
threshold=85.990333302400003 85.931187223550012 -0.092084999999999986 61.93938686740001 85.732241321850012 85.431134011250023 35.374259656300005 -0.11534 81.90387694410002 86.103248543850015 -0.124155 0.094595000000000026 76.535026057600007 -0.23265499999999997 -0.25098999999999999 -0.53179999999999994 0.089045000000000027 62.046925192600007 45.044778924400006 40.767054867700004 -0.086139999999999994 0.10787500000000003 -0.23381499999999997 41.489621506400006 41.741384785950011 -0.11334499999999999 0.08759500000000002 0.090465000000000031 40.986363433950011 61.885617704800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 10 -1 -2 11 12 13 14 15 -8 17 18 -4 21 -21 -18 -16 27 25 -25 -27 -11 -29 -30
right_child=9 -3 16 -5 -6 -7 7 -9 -10 23 -12 -13 -14 -15 22 -17 19 -19 -20 20 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.0088506324022969412 0.0034949764730866592 -0.0043458030050307784 0.0046249599540774651 0.00065416156816674271 0.1001351044618843 -0.10007179090427772 0.017763229813155309 -0.1000515474427365 0.099960238350430997 -0.0001629710908646334 0.069523261158912011 -0.066354570729243084 0.050153305540670559 -0.051274987745434847 -0.0021380744610045663 -0.1000336376366447 -0.0012112772488787704 -0.0016753173681105537 -0.00069819646633694811 -0.000508121684816361 -0.0055462078969428386 0.001516150346525272 0.053619620389071768 0.065816984778317864 -8.2847703072183088e-05 -0.0085110063952492029 -0.096190993642425754 0.00029908331866201963 0.00042897508445647502 0.0075056515656586435
leaf_weight=0.0011455060601586941 0.56577172503456452 0.52843262273984226 0.56630474208822235 1.0211337240471174 0.019703956553712487 0.0018983144376667474 0.0011705847465659502 0.0018856410188161287 0.0014554499116936626 11.373051753955249 0.0012241324349133728 0.0022011493992977202 0.0023677821557041021 0.001704350145510178 0.0016885479192328204 0.0011476622654955091 1.9398916880625483 0.51469332676850754 0.49805381159548645 1.5012582994390871 0.57752397744964534 1.0277964508527473 0.0026471813732889902 0.011391374786683173 14.12216736933035 0.013544621650224964 0.04130450700995425 8.442767497784379 1.0028334483504302 0.62101626135510901
leaf_count=73 52 44 216 269 5 12 17 14 9 951 8 14 41 79 37 26 52 52 18 28 90 16 35 25 1636 35 45 638 4 92
internal_value=-1.21576e-08 -0.000393434 -0.00012173 0.00227299 0.0433523 -0.0111291 -0.0020701 -0.0108456 0.052038 8.92873e-05 0.00104089 -0.00544397 0.00705575 -0.00515311 0.00666055 -0.0405528 -0.000505352 0.000892385 0.00213405 -0.000942707 -0.00190779 -0.00026669 0.0319048 3.52051e-05 -0.000317769 -0.050402 -0.074539 0.000268798 0.000756601 0.00313534
internal_weight=44.4092 8.21533 7.6869 1.06137 0.0402403 0.0205363 0.018638 0.016037 0.00260096 36.1938 0.0141514 0.0129273 0.0107261 0.00835833 0.00665398 0.00231825 6.62552 1.57905 1.06436 5.04647 2.07878 2.96769 0.00433573 35.6281 14.1884 0.0662405 0.0548491 21.4397 10.0666 1.62385
internal_count=4633 1155 1111 639 370 365 353 271 82 3478 257 249 235 194 115 43 472 286 234 186 118 68 72 3426 1741 105 80 1685 734 96
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=31
num_cat=0
split_feature=0 2 1 2 1 0 0 2 0 2 2 3 0 0 0 3 2 0 2 1 0 2 4 1 3 2 2 2 0 4
split_gain=0.000136708 0.000475266 0.00368038 0.00694092 0.00491031 0.00633918 0.00117533 0.000816857 0.00113672 0.000814312 0.000792944 0.00136773 0.000496289 0.00045675 0.000530563 0.00160099 0.000339373 0.00172926 0.00172437 0.000650081 0.0064722 0.00286389 0.00584562 0.00229155 0.00109647 0.000885392 0.00838334 0.00199345 0.000892159 0.00120273
threshold=86.09518316945001 -0.092084999999999986 61.93938686740001 -0.095074999999999993 61.885617704800005 85.823648898300021 85.431134011250023 -0.10771499999999999 84.546631286350006 -0.117885 -0.23265499999999997 -0.23921499999999998 85.931187223550012 86.135510041400025 86.345209775600011 0.087475000000000011 -0.06828999999999999 86.474255765850003 -0.075639999999999999 75.499969677400017 97.886760529650019 -0.088039999999999993 42.620627117000005 75.981203682750007 0.10453000000000003 -0.094409999999999994 -0.13509999999999997 -0.61402999999999996 102.21786657775002 41.559097512700014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 -1 -12 -3 -2 15 -15 18 -18 19 24 21 22 -21 -22 -16 26 27 -25 29 -29
right_child=13 12 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 -14 14 16 -17 17 -19 -20 20 23 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0058374170810933206 0.0017680937071693729 -0.00045454483241130967 0.00043341764710697495 0.1001163432099709 -0.10013401402287081 0.099893594233555094 -0.10006601472104099 -0.056909660894161246 0.096170078601919728 0.080252714689670088 0.043028325948467436 -0.093339150563260129 -0.0035355161809461238 0.0017421127989166213 -5.1161427545138141e-05 -0.0058359721157327533 0.0058490403667752064 0.00020646974559945428 -0.005576080375307815 0.0607529942059181 0.035483915462924287 0.10008454801361605 -0.079104485633774646 -0.10002833425335481 -0.0045874214765641739 0.00097622526506211088 -0.10056491572452433 0.010750063645552024 -0.0061661732721478056 0.072348992317332314
leaf_weight=0.0092448423445483461 1.5458467826538242 6.6271764270308839 1.5244341683743801 0.010685994289815648 0.00379026081711687 0.0074190155205640087 0.0013260696117542983 0.0023747553877910858 0.0012843771146435765 0.0011019337825928241 0.0010718317435222391 0.0023438248034025428 0.56760850945386199 0.54503853250207501 13.558613696706608 0.57069225094710418 0.56149153561277643 16.610693103793345 0.58560988497394539 0.012993814717901842 0.019062487546761875 0.0083864373737020381 0.0038812083296388957 0.0013136761601754863 0.55464282501311046 1.0361694887808701 0.0084035185318825333 0.006227142561971679 0.0054844860082658596 0.0064559397074361868
leaf_count=205 41 472 294 4 37 4 8 13 8 6 32 62 40 31 915 42 20 1186 84 23 16 5 65 49 70 173 93 51 504 80
internal_value=-1.27936e-07 -0.000354067 0.00122522 0.0309241 0.00624241 0.0216511 -0.00931182 -0.00240393 0.00619841 -0.00219818 -0.00937447 -0.0505471 -0.000697608 8.68633e-05 1.06377e-05 -0.00213405 8.31948e-05 0.000390969 -0.000251155 -4.62937e-05 0.00228567 0.0523226 0.0285862 0.00111867 -0.000229434 0.000503015 -0.017081 0.018931 0.0275328 0.0421051
internal_weight=44.4009 8.75986 1.56508 0.0406429 0.0299569 0.0261667 0.0187476 0.0174216 0.0150468 0.0137624 0.0126605 0.00341566 7.19478 35.641 34.0952 1.11573 32.9794 17.1722 15.8072 15.2216 1.10838 0.0252615 0.016875 1.08312 14.1133 1.06405 0.0278848 0.0194812 0.0181676 0.0126831
internal_count=4633 1185 673 379 375 338 334 326 313 305 299 94 512 3448 3407 73 3334 1206 2128 2044 1059 93 88 966 985 950 777 684 635 131
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=31
num_cat=0
split_feature=4 1 4 0 1 1 3 4 4 3 3 4 1 4 3 0 2 3 3 1 3 0 2 0 1 0 3 0 4 3
split_gain=0.000133396 0.00053178 0.00122945 0.00111548 0.00203021 0.00185828 0.000483626 0.000417521 0.00111861 0.00137926 0.0041652 0.00351774 0.00340837 0.00194179 0.00178811 0.00154348 0.00135538 0.000913835 0.000751736 0.000688048 0.000661901 0.000445983 0.000617208 0.000393464 0.000555396 0.000527644 0.00134305 0.000840149 0.00106964 0.00179525
threshold=40.574766824850009 61.993156030000002 42.844429421150004 85.769879735700016 61.928633034850002 61.987779113750001 0.090465000000000031 40.148327922700012 40.003678352300007 -0.10696499999999999 -0.13578999999999999 38.751720283100006 68.20618276945001 35.374259656300005 -0.225495 97.789976036950009 -0.033594999999999993 -0.24665999999999999 0.098085000000000019 62.068432857650002 0.096715000000000009 85.823648898300021 0.17437500000000003 85.823648898300021 62.041548276350007 86.09518316945001 0.10876000000000002 86.420486603250012 42.154118731400011 0.08376500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 -6 -4 8 9 10 12 16 13 -1 15 -14 -12 -17 -10 20 -9 22 -11 24 -3 26 -25 28 29 -27
right_child=1 23 6 4 5 -7 -8 19 18 21 11 -13 14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.052313814390804271 0.0018667717651711824 0.0042178649375665756 -5.1705991453364171e-05 -0.00075961959282153785 -0.010358940585716455 -0.0020509936846210392 0.0036830322357509593 0.00079911142543833975 -0.00583916585664281 -0.0031273191914134007 -0.065941232284576989 0.10009765798002342 0.063980873659115381 -0.082366877869296889 -0.06079958347541975 -0.10002097184468924 0.042386293571446659 0.030500279234488115 -0.00050836610143626445 -8.6996494866100225e-05 0.0040618511689691703 0.00038484935964061811 0.0011170597884049731 -0.0058079252785929424 -0.00035039846436841566 -0.00024736919112963886 0.00036342046258583621 -0.00014434405429317277 8.4087506925988595e-05 0.0078948289542701607
leaf_weight=0.0012810645294059611 0.5486086339223516 0.53406763356358744 1.0354512002313074 1.5385150962792979 0.56733750359899182 0.51238249056041241 0.52128379020460247 1.5263310276098705 0.5394169678436096 0.89627536728296842 0.0021312119070459054 0.0088844811543822289 0.0075868323983740993 0.006513352587717236 0.0020104979215355154 0.0010295256166323041 0.0025215366776122627 0.0011199620102697594 0.51910654085713759 3.0775991811599748 1.0491499751897206 8.9711175346585073 0.55462535204572561 0.54401127322467147 0.53048037879731691 0.49918480962515166 1.002456968492879 17.250197635515601 1.552987796473644 0.59187434194609523
leaf_count=66 214 72 248 37 33 9 27 48 63 142 39 5 18 44 13 91 15 20 9 131 18 966 22 53 193 2 6 1939 51 39
internal_value=1.07601e-07 -0.000137528 -0.00110215 -0.00223329 -0.00309239 -0.00641639 0.0011989 0.000218418 -0.000127149 0.000186482 0.0205739 0.0632079 -0.00896092 -0.0602312 0.0250587 0.0427879 -0.00723361 -0.0320146 -0.00322491 0.000922233 0.00212822 0.000121775 -0.00150485 6.49346e-05 0.00194143 -2.82349e-05 -0.00180751 0.000110076 0.00176996 0.00416958
internal_weight=44.3955 27.2288 4.72358 3.16684 2.61824 1.07972 1.55673 17.1667 11.5136 10.4551 0.0330785 0.0135372 0.0195412 0.00779442 0.0117468 0.00973632 0.00465275 0.00214949 1.05852 5.65308 2.57548 10.422 1.4509 22.5053 1.06455 21.4407 1.54647 19.8942 2.64405 1.09106
internal_count=4633 2923 568 293 79 42 275 1710 1513 1441 311 59 252 110 142 129 54 111 72 197 66 1130 164 2355 265 2090 59 2031 92 41
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=31
num_cat=0
split_feature=3 3 3 4 4 4 2 2 2 3 4 2 1 1 4 3 3 4 2 3 0 3 2 1 2 3 2 2 3 4
split_gain=0.000146251 0.000602206 0.000477453 0.000854441 0.0016647 0.000976619 0.000987388 0.00260258 0.000752645 0.000734278 0.000659772 0.000376483 0.000722529 0.00183656 0.0162035 0.0201338 0.00832188 0.00312875 0.000805442 0.000366049 0.000351089 0.00140831 0.00247953 0.00108959 0.000637243 0.00184544 0.000535147 0.000437545 0.00587277 0.00521943
threshold=0.091885000000000022 0.090665000000000009 0.10214000000000002 39.683197198900011 38.171717059500004 40.00488309970001 -0.086139999999999994 -0.083330000000000001 -0.076544999999999988 0.097645000000000023 41.037275035300006 -0.117885 63.452988794850008 80.677940036650014 38.171717059500004 0.12140000000000002 0.4149000000000001 39.427119987250002 -0.013285 0.091510000000000022 87.261973998100004 0.08846500000000003 -0.14510999999999999 62.154463517850012 -0.077085000000000001 0.077440000000000023 -0.047144999999999999 -0.14008999999999996 -0.085394999999999999 43.384297312450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 4 -2 -5 10 -8 -9 -10 -7 -4 18 14 -14 17 -17 -16 -13 -3 21 24 -23 -22 27 26 -26 28 -1 -30
right_child=2 19 11 5 -6 6 7 8 9 -11 -12 12 13 -15 15 16 -18 -19 -20 -21 23 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0008625763349151491 -0.00056945061903153035 -0.0042409617675298016 0.0023366072487165622 -0.0038135638441190965 0.0071414463078607205 -4.5528747915563976e-05 0.0079703069565257075 -0.0029046121417350087 0.00055095788067539397 0.0045004695527933987 -0.004080490564536284 -0.00043279405059168944 0.0002291664142740721 0.00040720260378006095 -0.047934980471517993 0.057611735761143847 -0.043534928094841913 -0.093661895227734035 0.0020237466999910238 -0.0005519106471748239 0.0047129406772480134 0.0011857103564627939 -0.0084472269729059593 9.9466061159426576e-05 0.0015174596551855326 -0.0063595667145762303 -0.0024138343579439086 0.0001348491550650796 0.075340409001986908 -0.042469022416753682
leaf_weight=0.51415022850946046 0.55149438740577872 0.56163022064514423 0.54887544604042915 0.51631051096740055 0.56868821769734135 1.5243048733797948 0.54907805416223343 0.52231030997563355 3.0770837731747807 0.55575107643329591 0.55199178007788363 7.5976685375501845 0.55603649620426576 1.0110969002372598 0.02372124030989653 0.020874004899962273 0.013327967475561309 0.040528669910941062 1.6191487663743354 0.51618035207508273 0.53368057475620112 0.50393454494175671 0.56882672134188961 12.557724996001062 1.0347433325714519 0.59174702443054972 0.52040475018622978 6.616700002590961 0.0188933618152635 0.0046952120180362078
leaf_count=353 148 109 127 19 78 39 18 28 94 51 145 144 81 68 18 34 16 53 47 33 27 12 73 2112 19 114 151 269 57 96
internal_value=2.74124e-07 -0.000162953 0.000202112 0.000773686 0.00334518 0.00037892 0.000698162 0.00149986 0.000644833 0.00115515 -0.00111824 -0.000218745 -0.00034763 -0.00226441 -0.00639169 -0.043785 0.0181965 -0.0767794 -1.24542e-06 -0.00247422 -5.6793e-05 -0.000491315 -0.00392211 0.000287538 -9.56273e-05 -0.00160662 0.000201917 0.000357789 0.003101 0.0518909
internal_weight=44.3916 24.5433 19.8483 8.41701 1.12018 7.29683 6.78052 4.70422 4.15515 3.63283 2.0763 11.4313 10.8824 1.66559 0.654488 0.0984519 0.034202 0.0642499 9.21682 1.07781 23.4655 10.3741 1.07276 13.0914 9.30133 2.1469 1.55515 7.15444 0.537739 0.0235886
internal_count=4633 3425 1208 620 226 394 375 191 173 145 184 588 461 270 202 121 50 71 191 142 3283 1144 85 2139 1059 284 170 775 506 153
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=31
num_cat=0
split_feature=3 3 4 2 2 2 3 4 4 3 4 4 4 3 1 3 3 0 4 3 4 4 3 0 0 4 1 0 4 4
split_gain=0.00017697 0.000592653 0.00223417 0.0301969 0.00508066 0.00100326 0.000565337 0.00148891 0.00055711 0.00380279 0.00439019 0.0042294 0.00276399 0.00251182 0.00203435 0.00168779 0.00172142 0.00199716 0.00154715 0.000901668 0.000617441 0.000290488 0.000311708 0.00028976 0.000341866 0.000190912 0.000404787 0.0016661 0.0095916 0.00777314
threshold=1.0000000180025095e-35 0.079745000000000024 42.243697547450004 -0.083004999999999982 -0.066979999999999998 -1.0000000180025095e-35 -0.098985000000000004 38.474425342400004 40.371455563000005 -0.222165 40.21994457600001 40.00488309970001 38.751720283100006 -0.11595499999999999 68.20618276945001 -0.25420999999999999 -0.27118499999999995 93.047535894850014 35.374259656300005 -0.225495 35.771221912400001 41.489621506400006 -0.249005 86.692020874450009 85.823648898300021 40.542362378300005 67.181880221750006 87.028078140750011 35.119813570500007 39.656620114300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -6 8 -8 9 10 11 14 13 -11 18 16 17 -16 -1 -17 -15 23 -23 24 -10 26 27 -3 -29 -30
right_child=1 25 -4 4 5 -7 7 -9 21 12 -12 -13 -14 20 15 19 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.050423904310360382 -0.001607140254604804 0.00031670152593281337 -0.0002851759529501863 0.020889179902531561 0.095058566967942446 0.067314199241256242 0.00012795583448858478 -0.0063098636252955746 0.00082523247201861144 0.072053705311094243 0.086730622090024481 -0.10024724718209524 0.06441821913165395 -0.019907118927417901 0.072958576636119432 0.008580135995806067 0.082023400872871979 -0.10007225369371385 -0.074808769301878048 -0.100160584924086 -0.10006852056426063 -0.00010260959695737968 -0.0031219321153367705 0.0019240926055704268 -0.0023300828672852998 -0.00019684395292562864 -0.0002818590069881591 -0.00069899056019777654 0.013012088724708607 0.064146226537608028
leaf_weight=0.0012309353967327732 0.49917520954970285 6.582473209921516 1.5229257020663522 0.017164114096885896 0.031055619676163104 0.022459565050210295 1.0242781105181196 0.55330645444088933 1.0077110497127821 0.0021154592988825707 0.0037111502060724879 0.0063133368738075282 0.015503647651925689 0.001769088224243015 0.0012761435937136386 0.0016902780955126984 0.0049690351169946467 0.0013976273862378874 0.0049678583099144191 0.0013892946620615047 0.0021032259896949235 1.0140689263873026 0.51586071454720617 1.0236083170664185 0.52085816613998748 22.56554875443981 6.7829455561904046 0.51119982980071643 0.095253068182501011 0.043216564879372754
leaf_count=65 105 201 458 13 44 46 85 181 85 29 11 16 25 12 3 50 30 46 33 4 39 183 249 36 29 1664 770 14 68 39
internal_value=1.11348e-07 7.68279e-05 0.00171349 0.00705487 0.0682307 0.0834146 -0.000519655 -0.00212998 9.53795e-05 0.0107569 -0.0142667 -0.0303986 0.0421312 -0.0155747 -0.00433785 0.0220258 0.0472103 -0.0174877 -0.0499405 -0.0404763 -0.0634463 -3.11273e-05 -0.00112066 0.000622006 -0.000249938 -1.68053e-05 0.000273073 0.000793537 0.00562486 0.0289711
internal_weight=44.3815 38.6734 2.09278 0.569855 0.0706793 0.0535152 5.70813 1.57758 4.13054 0.0484371 0.0269457 0.0232345 0.0214914 0.00598777 0.0169212 0.0107224 0.00764281 0.00267377 0.00619879 0.00307957 0.00387231 4.08211 1.52993 2.55218 1.52857 36.5806 14.0151 7.23214 0.649669 0.13847
internal_count=4633 3422 666 208 103 90 1211 266 945 363 258 247 105 80 231 133 79 49 98 54 51 582 432 150 114 2756 1092 322 121 107
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=31
num_cat=0
split_feature=3 4 2 2 4 3 1 3 4 3 4 2 2 2 1 4 1 1 4 3 4 4 3 4 4 4 4 4 0 1
split_gain=0.000143696 0.000756995 0.00340518 0.00455578 0.00360432 0.00288364 0.00248736 0.00106655 0.00172681 0.000485439 0.00183756 0.0261039 0.00488699 0.00114113 0.000437655 0.00861339 0.00838844 0.00332584 0.00256448 0.000347295 0.000564418 0.000340499 0.000232719 0.000352996 0.000180453 0.000170316 0.000575489 0.000338252 0.000597405 0.000470034
threshold=-1.0000000180025095e-35 37.500638522700008 0.0041150000000000015 0.050115000000000014 35.374259656300005 -0.10978499999999999 69.999384342500022 -0.22831499999999999 35.771221912400001 0.079745000000000024 42.243697547450004 -0.083004999999999982 -0.066979999999999998 -1.0000000180025095e-35 62.014663695050011 41.289992964000007 61.987779113750001 61.944763783650011 40.21994457600001 -0.089139999999999997 38.396531328800009 42.154118731400011 -0.22831499999999999 41.243661560350013 43.118479346150004 43.157831852650006 43.219899330700009 41.976795488650005 86.345209775600011 62.132955852800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 7 -5 8 -1 10 11 -2 -13 -14 15 16 17 18 -3 21 -21 22 23 -16 -12 27 -27 -11 -29 -30
right_child=9 14 3 4 -6 -7 -8 -9 -10 25 24 12 13 -15 19 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.037241285778086143 -0.0014448227936601197 -0.038624243284614418 0.10006835953006801 0.10004502900290818 -0.072496856259512577 -0.10028538207200047 -0.057187910779539997 0.074486025938851744 -0.10007433148620506 6.257819796434378e-05 -0.001037871833611878 0.018883454345141937 0.093995244613423623 0.063455788952974601 -0.0026017818655354572 -0.00055514341015051568 0.098710444096481928 -0.10017132173720394 0.089516677444260215 9.9935271419105491e-05 -0.0045734452276677516 -0.0026636039192343181 0.0019835288223817573 0.00023785028802804408 0.0012597655497511753 0.003688474987049327 0.00011765568301418904 -0.0038636551155247939 0.00097662048434816865 -0.0010672704465551454
leaf_weight=0.0019117439244977392 0.49970313039525616 0.0031677231030505792 0.0043899572774535054 0.0029470785375451669 0.0059344176077777977 0.006729368195970014 0.0015276653356012804 0.0013837501984270695 0.0017579286453314191 27.041390425657617 1.0052738440116442 0.017092523949031602 0.028402628236072758 0.021494740127195988 0.5304257409676606 0.5197755294669717 0.017409387091902317 0.0032499291311296474 0.0030806695726823818 0.500639945776159 0.53415578525452112 0.51611403035382775 0.54643550138393671 2.5061050376743879 0.51793516380815363 0.52733114865986541 3.1319024164943228 0.56570346741204325 1.6171792820096014 3.698178849483396
leaf_count=95 105 34 3 6 17 55 49 44 27 1633 91 13 44 46 97 271 20 73 23 7 63 234 67 26 367 26 593 170 59 275
internal_value=5.89707e-07 -0.000467815 -0.0173038 0.0146323 -0.0213994 -0.0574155 0.0463661 -0.000328031 -0.0285387 6.97168e-05 0.00155203 0.00641346 0.0650314 0.0808395 -0.000389032 0.0023008 0.057469 -0.0181221 0.0245536 -0.00067546 -0.00231244 -0.000262212 8.37006e-05 -0.000258181 -0.000256609 -1.49674e-05 0.000632245 -8.69033e-05 -0.000774226 -0.000445424
internal_weight=44.3787 5.70714 0.0265819 0.0147991 0.0104092 0.0117828 0.00447474 0.00505342 0.00366967 38.6716 2.0899 0.566693 0.0669899 0.0498974 5.68056 0.546683 0.0269077 0.00949832 0.00624839 5.13388 1.0348 4.09908 3.58297 3.03653 1.52321 36.5817 3.65923 32.9225 5.88106 5.31536
internal_count=4633 1211 296 75 72 221 55 166 122 3422 666 208 103 90 915 421 150 130 57 494 70 424 190 123 458 2756 619 2137 504 334
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=31
num_cat=0
split_feature=1 4 0 2 2 1 4 4 3 1 3 4 1 2 3 3 0 2 3 0 0 3 0 2 4 0 2 4 3 4
split_gain=0.000140874 0.00313667 0.00377443 0.00378672 0.00105122 0.000958382 0.000989723 0.000696791 0.000624559 0.00105361 0.000400435 0.000309144 0.000145248 0.00049005 0.000420702 0.000446155 0.000289683 0.000742752 0.00041465 0.000374845 0.000279317 0.000593997 0.00190069 0.000751283 0.000538608 0.000606651 0.000364301 0.000254096 0.000665931 0.00102434
threshold=81.339300736700025 39.198779702000003 104.03526427400001 -0.58835000000000004 0.70681500000000008 87.313054702550019 45.044778924400006 44.749265482150008 -0.098985000000000004 86.751166953300014 0.074735000000000024 42.455548714850003 76.621056717750008 0.11061500000000003 0.092385000000000023 0.081235000000000016 97.886760529650019 -0.083004999999999982 0.10821500000000002 97.615226258450022 96.978061681550017 -0.27651499999999996 89.576736448400013 -0.23353499999999996 38.396531328800009 97.491557184450016 -0.23265499999999997 40.542362378300005 0.093325000000000033 40.371455563000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 -3 5 7 -7 8 -4 11 -8 -10 16 14 15 -14 19 18 -18 20 21 22 23 -1 -22 -26 -25 28 -23 -30
right_child=1 2 4 -5 -6 6 10 -9 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 24 27 -24 26 25 -27 -28 -29 29 -31
leaf_value=-0.034541741584053993 0.00019690880013810679 0.04243132343820482 0.061129157610351904 -0.10015840295102658 -0.10003800902402687 -0.10001665200075815 0.019361805942893873 0.059796043992206352 -0.023218985563203998 0.059795857306683832 -0.038371539731250931 -0.10001808327600487 -0.0001315658287261766 0.0034121911808330436 -0.0023868904188806715 0.0032007135447649406 -0.0017864528914331359 -0.0044091681818142891 0.0022043058589988587 0.0019038451362118709 0.00047166792432369229 -0.00029093066099433875 -0.071956422409489892 0.099394773956898913 -0.0051670080067572474 -0.00032927818828050849 0.024333068194445098 -0.00014381711998063664 0.00077218039352777734 0.0053817183934107152
leaf_weight=0.0015380939412332952 0.50598806976097543 0.0022691546946589378 0.0012475726543925703 0.010391547423561104 0.0010042741728284463 0.0013308798515022655 0.0030890623143702278 0.003792498366680136 0.0010051437077820413 0.0010402690464843545 0.0019659610019435725 0.0010952941575226305 1.5081785283780056 0.54168414645863894 0.53711663393958442 0.54770771902708038 0.52580773475059295 0.52988046378823028 0.51572195169137558 1.0323458616709462 1.0190491967056226 6.2789942506425165 0.0044345621502444033 0.0010401961151274013 0.52218949843927454 0.51471331198024473 0.0017087052545444541 24.048875818890291 5.1775154050674006 0.53158729780989222
leaf_count=61 382 8 8 122 14 313 41 40 49 13 161 20 181 95 108 113 90 85 13 49 12 531 19 4 31 14 86 1680 268 22
internal_value=1.01312e-06 -0.00161307 -0.0340527 -0.0746023 -0.00108197 0.00574038 -0.0232915 0.0284026 0.00127139 -0.0225057 -0.00309141 -0.0632666 2.06817e-05 0.000676598 0.000105126 0.000756185 -2.98298e-05 -0.0013611 0.000189604 2.3627e-05 -2.73166e-05 3.73465e-05 -0.0260568 0.0214228 -0.00116101 -0.00276558 0.0527367 4.36617e-05 0.000419756 0.00120138
internal_weight=44.3743 0.53422 0.0282317 0.0126607 0.015571 0.0145667 0.0063859 0.00818078 0.00438828 0.00314071 0.00505502 0.00210044 43.8401 3.13469 2.593 2.05589 40.7054 1.57141 1.04153 39.134 38.1016 36.0457 0.00872156 0.004287 2.05595 1.0369 0.0027489 36.037 11.9881 5.7091
internal_count=4633 1171 789 130 659 645 515 130 90 82 202 69 3462 497 402 294 2965 188 103 2777 2728 2671 170 151 57 45 90 2501 821 290
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=0 2 1 0 0 4 2 0 0 0 0 4 3 3 3 0 1 0 4 0 2 4 2 0 4 4 2 3 1 0
split_gain=0.000136216 0.000631998 0.00558078 0.010329 0.00139704 0.000737302 0.00148561 0.000698817 0.000689493 0.000507525 0.000475233 0.000531327 0.000460835 0.000993263 0.000542657 0.00049689 0.000374406 0.00168627 0.000718013 0.000320304 0.0012424 0.000299786 0.000275214 0.000315172 0.00020557 0.0154217 0.0154743 0.0066858 0.000350407 0.00148189
threshold=85.968825637350008 -0.092084999999999986 61.93938686740001 85.732241321850012 85.431134011250023 35.374259656300005 -0.11534 85.882794977150013 81.90387694410002 84.546631286350006 78.191116265950015 41.675153845500006 -0.53179999999999994 -0.25098999999999999 -0.225495 71.249517373150013 61.944763783650011 85.398872513700013 41.16018805045001 86.103248543850015 -0.083834999999999993 42.720329370750001 -0.086800000000000002 85.662341410450011 41.489621506400006 41.741384785950011 -0.11334499999999999 0.08759500000000002 71.053259929650025 87.028078140750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 9 16 -1 10 11 -7 -13 -14 -15 -16 17 -3 -18 20 -2 22 -20 -24 28 26 -26 -28 29 -21
right_child=19 7 -4 -5 -6 6 -8 -9 -10 -11 -12 12 13 14 15 -17 18 -19 21 24 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0080082197860932083 -0.0017566538908556049 0.00022883728591117632 0.00054685903402071411 0.1000332755373755 -0.1000587645465118 0.049575891189079277 -0.10004398674174078 -0.0042278169747901355 0.099957139488131966 0.064682139413895043 -0.047437429993760966 0.040731006927181942 -0.10002769514053461 0.034090738357199259 0.010409789184114719 -0.076826965503484987 -0.0031816822711309223 -0.0063129142084809549 3.545012480569219e-05 -5.7462809413148302e-05 0.0050542712208496094 -0.0016267867386110205 -0.0001113277824699043 0.0029222530144210864 0.059276463479712216 -4.9457938179835107e-05 -0.011929654847778247 -0.095416221265478746 -0.00021499946125303382 0.0025464925010234727
leaf_weight=0.0010879411422759491 0.51528164181355152 1.4294817050354236 1.0204075647184012 0.016090521773094224 0.0015494548289671775 0.0020952117015185555 0.0016060996931657164 0.52945863788386294 0.0012963023766392467 0.0011698207963490867 0.0021084565768921823 0.0016067550819465082 0.0012262799041339572 0.0024502459162442525 0.0013623553981845764 0.001253831500269309 0.57451847276827184 0.54398984885718693 1.5041318251442137 8.6971631816741155 0.55769296729363194 0.50621206902937999 0.50847277065820717 1.0491013543542065 0.01058082525598536 14.118833388750399 0.012937210181459657 0.037099613236023288 9.8018804884778827 2.9189920549978678
leaf_count=73 34 214 270 6 12 76 14 30 9 6 40 19 29 7 57 23 47 37 20 129 45 79 30 30 25 1636 35 45 1105 451
internal_value=8.16158e-07 -0.00038153 0.0018918 0.0412116 -0.00909856 -0.000934492 -0.00920721 -0.000742544 0.0506921 0.00178453 -0.0042948 0.00480648 -0.00706791 -0.0192727 0.00027326 -0.0313992 -0.000440821 -0.0015744 9.92217e-05 8.11076e-05 0.00178342 0.000627524 0.00100024 0.00193194 2.97969e-05 -0.000265549 -0.0505966 -0.0738305 0.000225325 0.000596878
internal_weight=44.3711 7.70068 1.05531 0.0349033 0.0188128 0.0172633 0.0148791 6.64537 0.00238424 0.013273 0.0121031 0.00999468 0.00789947 0.00629271 0.00506643 0.00261619 6.11591 1.97347 4.14244 36.6705 1.07297 3.56792 3.06171 1.55757 35.5975 14.1795 0.0606176 0.0500368 21.418 11.6162
internal_count=4633 1128 641 371 365 353 271 487 82 257 251 211 135 116 87 80 457 251 206 3505 79 159 80 60 3426 1741 105 80 1685 580
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 0 0 4 2 0 2 3 0 2 3 2 4 1 4 4 4 0 4 2 2 2 1 2 2 2
split_gain=0.000130084 0.000757284 0.000708577 0.000404844 0.00491731 0.00951768 0.0012706 0.00063645 0.00134945 0.000647925 0.000484892 0.000716722 0.000481471 0.00035706 0.000680905 0.000287387 0.000225463 0.00133753 0.0009991 0.000852649 0.000628923 0.000321079 0.00025479 0.000207656 0.000877696 0.000201575 0.000355561 0.000306938 0.00226141 0.00189329
threshold=85.990333302400003 85.931187223550012 86.103248543850015 -0.092084999999999986 61.93938686740001 85.732241321850012 85.431134011250023 35.374259656300005 -0.11534 81.90387694410002 -0.124155 0.094595000000000026 76.535026057600007 -0.23265499999999997 -0.25098999999999999 -0.23381499999999997 39.476991512000005 61.944763783650011 40.250747516500006 40.767054867700004 41.257948413050009 85.121961326250016 42.720329370750001 -0.086800000000000002 -0.057599999999999998 0.18839000000000003 76.871083323950003 -0.06828999999999999 -0.075639999999999999 -0.053874999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 5 6 7 9 10 -1 11 12 13 14 -9 -16 21 -18 -19 -20 -21 -5 23 -22 -25 27 -27 28 -4 -29
right_child=2 -3 25 16 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 17 18 19 20 22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.0072120136253068295 0.0035969368462566045 -0.0040216084544747932 -1.9349712204452984e-07 -0.00049071309910955784 0.0004936951057051721 0.10009967892023999 -0.10005316884900912 -0.042156699712377531 -0.10003979607978837 0.099943674087905388 0.066422183905376339 -0.058857567119246501 0.048130939298187278 -0.049743249614777801 -0.0038406196797408764 0.049811911342542661 -0.0053439910929839679 -0.0042584252939622839 0.0041540515673996626 -0.0033456141380148264 3.1906771001981547e-05 0.0025757626807115454 -0.0016669535420601963 0.0046846881831677616 -0.0010960308864526095 -0.0030925951101711951 2.8590120684020065e-05 0.0056416899922302928 -0.0063158675107994333 0.00017062393599245255
leaf_weight=0.0010872821280870386 0.56463136922427182 0.5281325554292805 17.282136425070071 0.86829252819328651 1.0200312426280134 0.014556277310475707 0.0014020791021831505 0.0020225895719892823 0.0014533168687200096 0.001173093259261293 0.0010593802832090668 0.0019944312307416121 0.0021979018101923598 0.0014449494203123683 0.001654080090378829 0.0025183981578080199 0.55455678488664784 0.52446135779609893 0.52163766109515552 0.53211457097495474 1.50409678376127 0.56275773452944122 0.50779185530234272 0.538248814788858 0.51296679143418822 0.56337807105014581 1.0364542589149777 0.65949220242639839 0.58617418137723731 15.464055535827312
leaf_count=73 52 44 2085 52 269 5 12 43 14 9 8 14 41 79 37 35 208 10 7 19 20 15 82 22 37 147 188 128 87 791
internal_value=6.10786e-07 -0.00035879 8.21965e-05 -0.000106892 0.00171491 0.0399685 -0.00863822 -0.0009196 -0.00869095 0.0483998 0.00160703 -0.00419603 0.00688544 -0.00498018 0.00546045 0.0285426 -0.000396261 -0.000702373 -0.00014778 0.00037589 -0.000172291 0.000715173 0.00037897 0.000785537 0.00186384 2.64381e-05 -0.00107053 7.80671e-05 -0.000207381 0.000394404
internal_weight=44.364 8.20765 36.1563 7.67952 1.0526 0.0325638 0.0180075 0.0166054 0.014345 0.00226038 0.0128917 0.0118324 0.00983792 0.00764002 0.00619507 0.00417248 6.62692 5.19587 4.64132 4.11686 3.59522 1.43105 3.0631 2.55531 1.05122 35.5917 1.59983 33.9919 17.8683 16.1235
internal_count=4633 1155 3478 1111 639 370 365 353 271 82 257 249 235 194 115 72 472 405 197 187 180 67 161 79 59 3426 335 3091 2172 919
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=3 3 4 3 4 2 2 2 3 3 4 4 1 3 2 2 2 1 0 4 3 2 2 1 1 3 0 3 3 2
split_gain=0.000157102 0.000505209 0.00125438 0.000397489 0.00151841 0.0225839 0.00466641 0.00122389 0.000343348 0.00481916 0.00793588 0.00542499 0.00281932 0.00307303 0.00311164 0.00213581 0.0018929 0.00112691 0.00104304 0.00112741 0.00293099 0.000653201 0.0004616 0.000241884 0.000226026 0.000192963 0.00020181 0.000185072 0.000633913 0.00200029
threshold=-1.0000000180025095e-35 -0.098985000000000004 38.474425342400004 0.079745000000000024 42.243697547450004 -0.083004999999999982 -0.066979999999999998 -1.0000000180025095e-35 -0.245505 -0.22831499999999999 41.489621506400006 38.751720283100006 64.730006406800015 -0.20885999999999996 -0.033594999999999993 0.047710000000000009 -0.033594999999999993 68.327163385350005 87.261973998100004 39.746231405950006 -0.10212 -0.088465000000000002 -0.088465000000000002 62.014663695050011 61.987779113750001 -0.26568999999999993 86.393602021950016 0.082535000000000011 0.083395000000000011 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 -2 -7 -8 23 -10 11 16 24 -14 17 18 21 -15 19 -13 -21 -11 -19 -1 -12 -25 -27 -5 29 -29
right_child=3 2 -4 27 -6 6 7 -9 9 10 12 15 13 14 -16 -17 -18 22 -20 20 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.0017251718142567004 -0.0012894212363490669 6.5374568016261713e-05 -0.005842335246040626 -0.000639470745304904 -0.00022571218449842357 0.017152044151728465 0.092745662495661962 0.060115774093171176 -0.00066247208988609075 -0.018029553137094301 -0.054480368144865288 0.1000767061666267 0.067154275175971306 0.094176153014559394 -0.10011542726181391 0.018609869503438535 0.037191706763746828 -0.058141459269879195 0.097164937175553454 -0.10011244517658649 0.10005302657804072 -0.10010685281982966 0.029195733276248283 0.00051316309379494335 -0.10022800102317593 -0.0028862720129906975 -0.0005928407560369252 -0.0020081178052872651 -5.6289031941695692e-06 0.0066272108990831705
leaf_weight=0.51883320154886625 0.50022034355639189 1.0221199092393138 0.55433011096350604 4.067630579028644 1.5232830331457665 0.017023605253598362 0.02601266250799128 0.020596734766701874 0.50894535549071751 0.0016080930779520664 0.0015266178157699725 0.0022513247095048419 0.004458693238618138 0.0014989275257448753 0.0039003533047647938 0.0056243230413315351 0.0030090146449307928 0.0012579779079926467 0.019952966686105356 0.0013796678092603517 0.0015572075499221709 0.0024421241737151433 0.0011661252101475839 1.0167385270344307 0.0036915800459786929 0.51427692959691729 1.510924930578079 0.5178953977140246 31.430696496719847 0.55647625516272359
leaf_count=193 105 85 181 258 458 13 44 46 73 61 56 1 22 7 27 28 21 51 18 73 1 6 7 154 11 20 115 58 2410 30
internal_value=7.71962e-07 -0.00048926 -0.00201196 7.30412e-05 0.0014153 0.00584859 0.0619606 0.0783265 9.26647e-05 0.00238449 0.0304141 0.0561756 -0.0252663 0.000895876 -0.036866 0.0743165 -0.0228858 0.0260178 0.0867786 0.0468345 0.00602048 -0.067519 -0.0161275 -0.000270518 -0.0868442 -0.000610902 -0.00117523 -3.55895e-06 7.6018e-05 0.00246459
internal_weight=44.3613 5.70149 1.57645 38.6598 2.08714 0.563853 0.063633 0.0466094 4.12504 0.56427 0.055325 0.0378247 0.0175003 0.0122821 0.00782338 0.0307655 0.00705923 0.00392303 0.0251412 0.0051882 0.00293688 0.00405022 0.0024241 3.56077 0.0052182 3.04194 2.0252 36.5727 32.5051 1.07437
internal_count=4633 1211 266 3422 666 208 103 90 945 463 390 209 181 114 92 121 88 65 93 75 74 67 58 482 67 289 135 2756 2498 88
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=3 3 4 1 1 3 3 4 0 2 2 3 3 3 1 1 0 3 0 0 4 3 2 3 1 4 0 0 3 3
split_gain=0.000126832 0.000484765 0.000531152 0.00839528 0.00398694 0.0026415 0.00322016 0.00257655 0.00168782 0.00158363 0.00343333 0.000496802 0.00244957 0.00424846 0.002522 0.00319994 0.00216711 0.00315462 0.00228249 0.000597557 0.000401404 0.000352406 0.000776439 0.000269631 0.000204885 0.000200804 0.000564469 0.000603365 0.0103895 0.00431942
threshold=-1.0000000180025095e-35 -0.089139999999999997 39.788107623550012 75.085947125300024 78.962703749400006 -0.13578999999999999 -0.25843999999999995 38.751720283100006 89.237990724000014 0.09450500000000002 -0.033594999999999993 -0.22831499999999999 -0.098985000000000004 -0.15849499999999997 69.165962322050021 62.014663695050011 92.168410086200012 -0.222165 102.90611185915002 109.30464220965001 38.396531328800009 0.078095000000000012 -0.083004999999999982 -0.15148999999999999 83.602982482550019 43.157831852650006 96.082805124100005 88.122280599850015 0.11231500000000003 0.10990500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 9 -1 10 -7 -4 13 16 15 23 -13 -18 -19 -16 -3 22 -2 -15 -6 -23 27 -27 29 -29
right_child=21 20 11 4 24 7 -8 -9 -10 -11 -12 12 -14 14 19 -17 17 18 -20 -21 -22 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.060061126642936238 -0.00095937626013216544 -0.00037963953722906221 -0.00027908795467171903 -0.096863445986465457 0.017735974237419357 -0.062577747678167275 -0.078621233282528694 0.10008166616064398 0.053751052267843304 -0.03540818618673703 0.10005696109489132 0.090634374599508558 0.0011043039368837859 -0.038967923517011699 -0.10012355049747704 0.04342293511990665 0.075934888103756773 -0.095990898541869582 0.038236793106779361 -0.025811624767757897 -0.0042842127903916305 -6.0196789437596285e-05 0.0044948128894679524 -0.10012349653685743 0.076709237683209489 0.00070666826716439491 -0.0012645667651558527 0.030680076812408637 -0.00046119999466931368 0.10018358774569269
leaf_weight=0.0016963551550762401 0.50191994721672106 0.51502040568824392 4.0585243390402841 0.011942971033917615 0.0012659196043792462 0.0019077180902957328 0.0047142815318297338 0.0059302688750904062 0.0056195141832218187 0.0036678088654298335 0.0040616843907601416 0.010129762770260634 0.50822521457462011 0.0012025843417457632 0.0029379875122925716 0.0090997575952007637 0.0059557621506201031 0.0026312863395707708 0.0024430972441393806 0.0017129993092884765 0.53867144957912094 33.945694876112036 0.54377004368718018 0.0018000488907440057 0.0011018966856206625 2.0723829811635528 1.0312847031044818 0.05305246479114778 0.49876555017362989 0.01075404416769743
leaf_count=73 279 51 338 23 35 64 37 4 22 7 3 47 59 6 30 28 18 17 23 26 126 2304 72 95 79 195 355 211 4 2
internal_value=1.14949e-06 -0.000439202 -5.57956e-08 -0.0112071 -0.0733614 0.0210231 -0.0141705 0.0482197 0.027361 0.0163064 0.0480817 0.000101943 0.0029335 0.0274538 -0.0101668 0.0138856 0.0572399 0.0265714 -0.031366 -0.0727538 -0.00237575 6.60815e-05 0.00187686 -0.0756301 0.04518 1.57381e-05 0.000718818 0.00149509 0.00439944 0.0423943
internal_weight=44.3579 5.70026 4.64657 0.0419084 0.0143108 0.0275976 0.0120302 0.0155675 0.00731587 0.00963721 0.0059694 4.60466 0.546139 0.0379133 0.0167534 0.0121024 0.0211599 0.0110301 0.00507438 0.00465099 1.05369 38.6576 1.04569 0.00300263 0.00236782 37.6119 3.66624 2.63496 0.562572 0.0638065
internal_count=4633 1211 1034 347 137 210 132 78 95 74 67 687 349 290 185 129 105 58 40 56 177 3422 351 101 114 3071 767 412 217 213
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=1 4 0 2 4 1 0 0 3 1 4 0 4 2 0 0 1 0 1 1 1 0 0 3 3 0 0 1 0 2
split_gain=0.000124888 0.00291131 0.00303148 0.00373253 0.000860061 0.000959438 0.000444704 0.000574951 0.00101435 0.00014569 0.000533376 0.00123911 0.00113616 0.00157217 0.00105509 0.0140993 0.00664101 0.00245288 0.00214981 0.000388046 0.000945102 0.000922316 0.022 0.00462892 0.00522091 0.000624284 0.00158012 0.0265086 0.0105283 0.01471
threshold=81.339300736700025 39.117456157700005 104.03526427400001 -0.25105499999999997 42.388109226950007 90.937096262400004 113.1679565431 109.03310793845002 0.079205000000000012 74.757955233350017 40.806664626150003 97.722764583650005 42.527280425250005 0.22387500000000005 102.32271644485002 101.19356403005001 80.538140213850014 98.51854819030001 78.962703749400006 71.053259929650025 70.816675614150014 96.324766355850002 95.988709089550014 -0.089139999999999997 -0.222165 94.109476856350014 90.321439350550008 66.859265246100009 90.767723400200012 -0.051199999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 -4 6 7 8 -6 19 11 -11 13 -12 15 16 17 -13 -19 20 25 22 23 24 -21 26 -1 28 -28 -30
right_child=1 2 4 -5 5 -7 -8 -9 -10 10 12 14 -14 -15 -16 -17 -18 18 -20 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-5.8171552104102896e-05 0.00018793824060914019 0.038770735731708195 -0.065618976075643307 -0.1001441929722513 -0.070064976075260452 -0.046029707217007117 -0.021485354518525256 0.065398833305640433 0.03407070154680001 0.00057029042069857937 0.0075251993210678075 -0.034378722337082904 -0.00018796906710938783 -5.3599564677647794e-05 0.00012981996819794745 -0.00048286291973616898 -0.0002532884158005046 -0.10021565323612661 -0.042848445084900953 -0.089020689989022642 0.0042097571411871103 -0.00040639366998123711 0.00072552320705532173 -0.095985078139017299 0.068998990470493279 -0.0033081503695258129 0.091051747895882287 -0.00226882454017528 0.079018191117586511 -0.036554413028346625
leaf_weight=28.068313200135346 0.50542378101448115 0.0024367036239709714 0.0019685166514972216 0.0093796464429812265 0.0012129986133810888 0.0028606437637312418 0.0021167411172863257 0.0029364517448584593 0.0040869684313804555 4.5731620260350789 0.59231146044354044 0.013715144879590691 1.5324495657909518 0.50887102369779313 0.50813937461444225 0.50926439307716409 0.01932619494618848 0.024118342890713906 0.008958912759226223 0.0042840440518077116 0.54272297466860564 5.0568346212186821 0.51733798151462906 0.030076557950636129 0.0040841506884000678 0.56011868029522105 0.043656835543969374 0.65934951010579468 0.022229016851269989 0.021826519096642016
leaf_count=1832 378 10 251 121 73 227 36 36 39 61 106 27 243 21 88 35 9 89 9 23 35 134 18 227 27 173 42 213 25 25
internal_value=1.20298e-06 -0.00152113 -0.0335154 -0.0714979 -0.0039538 0.00523272 0.0193969 0.0299035 0.0102373 1.96992e-05 0.000397175 -0.000150127 0.00157271 0.00402294 -0.00319075 -0.00612326 -0.0495672 -0.0699349 -0.0846779 -6.83764e-05 7.47612e-05 -0.000831375 -0.00469811 -0.077682 -0.0118982 -1.63436e-06 6.26383e-05 0.00460166 0.0562483 0.0217598
internal_weight=44.3536 0.532422 0.0269987 0.0118164 0.0151823 0.0132138 0.0103532 0.00823642 0.00529997 43.8212 8.29032 5.65668 2.63363 1.10118 1.08352 0.575383 0.0661186 0.0467924 0.0330773 35.5308 29.9182 5.61262 0.555783 0.0384448 0.00836819 29.3755 28.8154 0.747062 0.0877124 0.0440555
internal_count=4633 1171 793 131 662 411 184 148 112 3462 688 318 370 127 257 169 134 125 98 2774 2345 429 295 277 50 2310 2137 305 92 50
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=2 3 3 2 0 3 3 4 4 1 1 2 1 0 4 1 1 0 3 2 2 0 2 4 4 2 2 0 1 2
split_gain=0.000186781 0.000120698 0.000498449 0.00130482 0.000929428 0.0013141 0.000597869 0.000679104 0.00232171 0.0016197 0.00106903 0.000512615 0.000816593 0.000476435 0.0106725 0.00729998 0.014465 0.00101465 0.00045971 0.00043927 0.00173768 0.00194537 0.00157919 0.000885639 0.00115102 0.000794171 0.00340091 0.000906777 0.00109715 0.000666526
threshold=-0.69416999999999995 0.091885000000000022 0.08846500000000003 -0.60723499999999997 87.261973998100004 0.090465000000000031 0.08729000000000002 34.214889417600013 34.515670600900002 72.209296925700016 68.846035804500005 -0.056184999999999992 75.28220456885002 88.122280599850015 42.455548714850003 65.644082171150004 75.28220456885002 93.72771580185001 0.092185000000000031 -0.076544999999999988 -0.083834999999999993 102.32271644485002 -0.088465000000000002 42.477827694800006 43.157831852650006 -0.053874999999999999 -0.070854999999999987 85.866664228400012 61.93938686740001 -0.036264999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 9 -9 10 -5 12 -6 -8 15 -15 17 -17 -3 20 22 -22 -20 25 -25 26 -21 -27 -29 -30
right_child=1 18 4 6 11 -7 13 8 -10 -11 -12 -13 -14 14 -16 16 -18 -19 19 23 21 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=0.017604095985188452 -0.1001261318058589 0.0022277046505004695 -0.0067768882886043843 -0.0061380511318145309 0.0042391478868533906 -0.0011155985528431011 0.00071795867141156511 -0.10014110714055494 -0.00012266350894187604 -0.057695373187932303 0.10004048551770742 -0.0023016524822240922 -0.00046705902612682393 0.10019514293385806 -0.00036718963183392028 -0.012386873743089805 0.088540269185492515 -0.054708088891752084 -0.00044550250296567103 0.00043056574705441518 -0.0084136500669895666 0.00019724444216243108 0.0050267476235968805 -0.0055354650041764715 0.00018556920144001082 -0.0036104865111051057 0.0087205389733355284 0.0049165898459838861 -0.0016522691767742158 0.00074905941929093156
leaf_weight=0.0060268462205134146 0.0012999904481628679 1.0408188653236532 0.56172143897569426 0.0014142562380126669 0.57597335512368686 1.5181096633787339 1.5587001629804773 0.0023211560057266869 18.11557320833062 0.0014342220820367513 0.0028776372346328571 0.55443487093220811 1.0244842321063286 0.016838432085933053 0.53756850449151727 0.013368311977387748 0.018326569542286286 0.0098310024318379874 5.204641980357807 2.4175017027938477 0.55045497787594555 0.50130248231487862 0.58681220336941198 0.53722531353698855 1.0181664798981112 0.5740386141929309 0.62224139859705418 0.5256772668508346 1.5319521863032139 4.7085906922036962
leaf_count=19 47 34 78 87 73 40 52 14 2529 98 4 109 92 8 107 12 36 34 481 60 55 9 56 65 46 43 64 13 24 244
internal_value=9.0064e-07 -1.49239e-06 -0.000149853 5.62024e-05 -0.00113663 -0.0026446 6.26249e-05 -0.000124595 -0.000135477 0.034308 0.0650527 0.000318821 0.00122661 0.00163742 0.00404232 0.0446564 0.0221359 -0.030321 0.000182012 6.86281e-05 -0.00057011 -0.00430941 0.000108967 0.000434851 -0.00179045 0.000768302 0.00212754 0.000205415 0.000529152 0.000159572
internal_weight=44.3397 44.3337 24.5143 20.2796 4.23472 2.07983 20.2783 18.1236 18.1179 0.00572612 0.00429189 2.15489 1.60046 2.15463 0.595933 0.0583643 0.0415259 0.0231993 19.8194 18.7786 6.84321 1.05176 5.79145 11.9354 1.55539 10.38 3.03974 7.34026 6.76622 6.24054
internal_count=4633 4614 3420 3028 392 118 2981 2732 2543 189 91 274 165 249 197 90 82 46 1194 1160 601 64 537 559 111 448 124 324 281 268
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=2 1 4 0 2 4 0 2 1 2 0 2 2 2 4 3 4 2 4 2 2 3 3 2 2 1 2 3 2 3
split_gain=0.000151784 0.000111346 0.00246515 0.00280654 0.0034422 0.000747014 0.000781754 0.000898041 0.000541055 0.000449304 0.000253204 0.000749738 0.000158463 0.00345982 0.00295066 0.00212377 0.00349341 0.00209868 0.00156593 0.00200682 0.00211062 0.00187043 0.00128198 0.00111208 0.002611 0.000769669 0.000589031 0.00214237 0.00131753 0.00120491
threshold=-0.69416999999999995 81.339300736700025 39.117456157700005 104.03526427400001 -0.25105499999999997 41.772405911750006 111.47691637905002 -0.0098449999999999979 87.313054702550019 -0.088274999999999992 107.30980627685001 -0.08725999999999999 -0.15022499999999997 -0.16533 39.262923716450011 0.096095000000000028 41.289992964000007 -0.16164499999999998 35.771221912400001 -0.58835000000000004 -0.26416999999999996 0.084365000000000009 -0.42796999999999996 -0.074029999999999999 -0.027754999999999998 66.52858489605002 -0.25105499999999997 0.089505000000000015 -0.18437499999999998 -0.15544999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 -3 4 -4 -5 8 9 10 -8 11 -7 13 14 18 26 -17 -15 19 -2 -21 -20 23 -14 -25 -22 -16 28 29 -28
right_child=1 2 3 5 -6 6 7 -9 -10 -11 -12 -13 22 17 15 16 -18 -19 21 20 25 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.015893372441891287 -0.10016461969217481 9.5043605000362719e-05 0.035465321955850962 -0.07456966387686953 -0.10013040022822919 0.062722304578262222 -0.038936868064128952 -0.1000140195845724 -0.033681498091388019 0.028383301754839014 0.053445331491826099 -0.032826805310717036 -0.10017471458940619 0.0021181191382579575 -0.0012965822734186854 0.068132024925994447 -0.017639152632646284 -0.085506321790096429 0.031803927427804544 0.09125645636830397 -0.10009032399671608 -0.10008711831219108 4.4749109254490472e-05 0.10002109606172033 -0.10005111067541246 0.016727512317600574 0.013427088326874507 0.081339737860984695 0.08920983234620361 -0.035880723729994991
leaf_weight=0.006009009951745691 0.0017725578389547192 0.50511582262680155 0.0024023175428737895 0.001336684888584517 0.008483424972445669 0.0016377874946016391 0.0018611768576832031 0.0012574312760134021 0.0013914456631798355 0.002121442327378098 0.0035084992473457532 0.001647093081373896 0.0023752143861202057 0.0042113082636774379 0.52499774968851698 0.01156775152139744 0.0080553836405385937 0.0077884752973315097 0.0013017706724028355 0.0023552620760749488 0.0011752122396944398 0.0061793431459092885 43.197175398193792 0.0012347294250503182 0.0013827608591289167 0.0010844656811141995 0.013665182329838103 0.0040052346193988333 0.0016148893932949665 0.0077760424134628468
leaf_count=19 10 376 10 179 121 29 107 78 150 80 20 15 7 13 228 34 39 123 65 24 76 52 2361 2 58 11 145 8 7 186
internal_value=1.23086e-06 -9.23329e-07 -0.00144062 -0.0316851 -0.0702065 -0.00327796 0.00382039 -0.0263386 0.0231286 -0.00307709 0.0347647 0.0148124 1.65229e-05 -0.00160079 -0.0005115 0.000594148 0.0329226 -0.0547546 -0.0460877 -0.00972238 0.0250157 -0.0771371 3.88927e-05 -0.0506307 -0.00567252 -0.0440271 -0.000554978 0.0138324 0.00210519 -0.00445527
internal_weight=44.3365 44.3305 0.530763 0.0256473 0.0108857 0.0147616 0.0134249 0.00524005 0.00818483 0.00398262 0.00679338 0.00328488 43.7997 0.597551 0.585551 0.571682 0.0196231 0.0119998 0.0138686 0.0063875 0.00461494 0.00748111 43.2022 0.0049927 0.00261749 0.00225968 0.552059 0.0270613 0.0230561 0.0214412
internal_count=4633 4614 1165 789 131 658 479 265 214 187 64 44 3449 1021 885 647 73 136 238 121 111 117 2428 67 60 87 574 346 338 331
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=3 3 2 4 2 1 4 3 4 2 4 3 0 1 3 0 1 0 0 1 3 1 1 4 4 4 3 3 2 2
split_gain=0.000104296 0.000833842 0.000372459 0.00370508 0.0028441 0.00121316 0.0012604 0.00157094 0.00115786 0.0110138 0.00645066 0.00359635 0.00270152 0.00163548 0.000779153 0.00134931 0.0039401 0.0204046 0.0202903 0.0107238 0.0109162 0.0120138 0.0127533 0.00878588 0.00752075 0.00248932 0.00248143 0.000663969 0.00144325 0.00066408
threshold=0.092015000000000027 0.092185000000000031 -0.093604999999999994 37.232443001650005 -0.094409999999999994 64.369753017350021 33.361153777850006 0.090465000000000031 39.522095559600011 -0.11051999999999999 37.817254840650008 0.085855000000000029 87.842680954300008 77.360382703650018 0.083395000000000011 96.324766355850002 62.014663695050011 87.525442894850016 86.103248543850015 66.52858489605002 0.08729000000000002 71.246828915000023 70.128430332750014 41.542492784600007 42.759119507950011 41.685324604100011 0.090465000000000031 0.082535000000000011 -0.082404999999999992 -0.059424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 9 10 -5 12 -12 -14 27 16 -16 18 23 -19 -21 22 -22 -18 -20 -25 -24 29 -29 -4
right_child=1 -3 14 8 -6 6 -8 -9 -10 -11 11 -13 13 -15 15 -17 17 19 24 20 21 -23 26 25 -26 -27 -28 28 -30 -31
leaf_value=0.012250445380701476 0.0041111134716993554 6.5806535049973172e-05 -0.0014569070903093474 0.087148973887444608 0.10003926703895592 0.062656332980037643 -0.093239474076630691 -0.10018095614150013 0.00044459435763926405 0.081516522275015185 0.083442069782874273 -0.069757309123147954 -0.1000619210509342 0.033600401174941272 -0.00075810142529296378 0.00013415965387317806 -0.047175689746407519 0.0022739145686580232 -0.10064587861589334 -0.10045923137728607 -0.070862940062981508 -0.10026870337645154 0.011192520599948262 0.10011302612564839 -0.036528213967430438 0.027950934795698018 0.066536277532779839 -0.0013097780651777436 0.0060577818971661763 0.00041831436200518948
leaf_weight=0.0018102895347566665 0.52375290936925267 18.781239762868815 2.6363912441372976 0.0045179096349093331 0.0011535680387220271 0.0013020220370372837 0.0089018994311917191 0.0010871067136583486 7.6754146559677183 0.01641812824345884 0.0032251115306278768 0.015948044283692786 0.0020933614434817116 0.0016268749511387792 2.5601965366300132 3.589923040745707 0.012372819530117707 0.5941870818415822 0.048346977564506233 0.020103214396861802 0.014261699250141646 0.013052731315838173 0.014393447321708663 0.0087748623336665332 0.029429674352286384 0.010501276376982949 0.018532868416514248 0.51121493125049255 0.55405005706522448 6.6570594498966793
leaf_count=138 18 1174 235 35 1 66 97 3 1310 12 29 18 12 36 107 367 11 49 34 69 27 17 39 21 21 35 7 20 30 595
internal_value=9.18082e-07 0.000175557 -0.000133797 0.000443083 -0.0504919 -0.0637462 -0.0759307 -0.0114383 0.000537143 0.0167443 -0.0220513 -0.0436014 0.0164582 -0.0416108 -0.000391783 -0.00121221 -0.00265752 -0.00886051 -0.0489157 -0.00236256 -0.0366518 -0.0153584 0.00812878 0.0185884 -0.0763846 0.0608005 0.0423432 0.000157404 0.00252213 -0.000113654
internal_weight=44.3313 19.305 25.0263 7.7335 0.0142549 0.0131013 0.011291 0.00238913 7.71924 0.0438294 0.0274113 0.0228934 0.00694535 0.00372024 17.2928 6.93408 3.34415 0.783957 0.109426 0.674531 0.080344 0.0602407 0.047188 0.031649 0.0777767 0.0192761 0.0329263 10.3587 1.06526 9.29345
internal_count=4633 1192 3441 1757 305 304 166 69 1452 142 130 95 77 48 1684 804 437 330 122 208 159 90 73 67 55 56 46 880 50 830
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=31
num_cat=0
split_feature=2 0 0 3 3 3 4 0 0 1 0 1 2 0 0 0 2 2 0 4 4 3 3 4 3 2 2 1 2 0
split_gain=0.000123173 0.000107916 0.000440202 0.000432345 0.00180251 0.00241707 0.00152158 0.00133068 0.00101875 0.000691695 0.00015333 0.000361152 0.000572326 0.000628951 0.000253004 0.000804451 0.000259752 0.000466707 0.000219397 0.000218205 0.000605384 0.00221432 0.000596014 0.00124591 0.000621368 0.000554352 0.000536454 0.000518534 0.000870642 0.000765787
threshold=-0.69416999999999995 102.75018128760001 102.21786657775002 0.080110000000000028 0.085715000000000027 0.090850000000000028 40.890797847750008 104.86330937810001 109.03310793845002 82.949687156850018 100.35207663525001 75.424692849750016 -0.071969999999999992 97.491557184450016 96.978061681550017 97.32487278035002 -0.057599999999999998 0.034600000000000013 97.722764583650005 40.542362378300005 40.986363433950011 0.10385500000000002 0.093325000000000033 40.371455563000005 0.08759500000000002 -0.057599999999999998 -0.051199999999999996 61.987779113750001 0.0027500000000000003 86.474255765850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -3 -5 6 -6 -8 -7 -9 11 14 13 -13 19 -16 18 -18 -17 22 21 25 24 27 -2 -21 -26 28 -24 -29
right_child=1 3 -4 4 5 8 7 9 -10 -11 -12 12 -14 -15 15 16 17 -19 -20 20 -22 -23 23 -25 26 -27 -28 29 -30 -31
leaf_value=0.014333556122641278 0.00042166361472419523 -0.00097170330049312602 0.0028962365174743034 -0.10003580108652553 0.084802272012936331 -0.10002642861442124 -0.10006866301482123 0.092103175237907953 0.015186579499531934 -0.011836929986848495 -0.00076968246199830143 0.00027554193369394732 -0.0011213202425448465 0.0051210198851130177 -0.0044753343187444198 -0.00014117191734894276 0.0031852651932323035 -0.0010937983083969445 -0.0026757535842766057 0.00032422948690368365 7.7849793121600276e-05 -0.0072414351838402799 0.0041740341186765869 0.0057364428719498782 -0.00075395259169331761 -0.0032493689070128315 -0.0044291957453994214 -0.0023590945425374411 -3.7099426370630769e-05 0.00094365082605807186
leaf_weight=0.0059944721177903606 4.1760401057827439 0.50967503303882933 0.52397526998091493 0.0022868261491684255 0.0031042767006524297 0.0026698455653082209 0.0011378926908953702 0.0010540428229433019 0.0010771020807839107 0.0016308763456418518 2.564708460329995 0.50761933897403733 0.55518358386442779 0.56721310709845185 0.52339903399064303 1.012857755395544 0.51443206849125955 0.5051986030080684 0.51526008507756338 2.5344418211649051 20.424500943775623 0.53860676087788295 0.92154845502955129 0.53225948207432328 1.5603922569028363 0.52379767271430822 0.53275234455926668 1.0406975480524638 1.0507323430210815 2.1573117090925873
leaf_count=19 471 561 48 154 76 130 12 4 126 125 254 80 136 103 18 21 7 37 69 98 1624 17 40 22 84 29 48 28 22 170
internal_value=3.71453e-08 -1.90216e-06 1.51493e-05 -0.00143036 -0.0194666 -0.00220527 0.0327928 -0.00944103 -0.0669072 0.0289678 -1.9748e-05 2.75158e-05 0.0014859 0.00283261 -3.33376e-05 -0.000904569 -0.000171005 0.00106511 -0.000995798 4.10012e-05 -0.00013282 -0.0013291 0.000389774 0.00112958 -0.00028317 -0.000287836 -0.00168938 0.000655328 0.00193055 -0.00013113
internal_weight=44.3116 44.3056 43.7829 0.522636 0.0129609 0.010674 0.00692709 0.00382281 0.00374695 0.00268492 43.259 40.6942 1.63002 1.07483 39.0642 3.07115 2.54775 1.01963 1.52812 35.9931 24.0213 3.59685 11.9717 5.70255 6.26918 3.05824 2.09314 5.17029 1.97228 3.19801
internal_count=4633 4614 3426 1188 627 473 217 141 256 129 3378 3124 319 183 2805 152 134 44 90 2653 1768 144 885 282 603 127 132 260 62 198
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=2 2 1 1 4 4 0 1 0 0 2 1 1 2 2 3 2 3 3 1 3 2 1 4 3 4 3 0 2 3
split_gain=0.000133923 0.000385377 0.000365225 0.000910893 0.000979076 0.00118938 0.000701268 0.000987699 0.0005959 0.00437144 0.0111293 0.00830995 0.00787544 0.00612159 0.000329344 0.000306785 0.000297329 0.000293876 0.000273791 0.000588163 0.000562342 0.000381142 0.000867209 0.000248251 0.00735775 0.0067564 0.00575113 0.00485828 0.00571558 0.00442558
threshold=-0.031989999999999998 -0.029285000000000002 63.910026677050006 62.425997789000007 41.489621506400006 42.686561923500008 85.990333302400003 61.982402197500001 96.631250582750013 93.501885318850015 0.04932000000000001 65.130586668250018 66.859265246100009 0.22387500000000005 0.050115000000000014 0.43380000000000013 -0.038374999999999999 0.081515000000000018 0.098085000000000019 73.007768990450018 0.088075000000000028 0.067985000000000018 72.62331947780001 43.384297312450009 0.086555000000000021 44.952171034750002 0.083395000000000011 95.988709089550014 -0.101255 0.08574500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 4 6 -6 14 -8 9 10 -4 -12 -13 -14 -3 16 23 -15 20 -20 21 22 -10 -1 26 -26 -25 28 29 -28
right_child=1 2 8 -5 5 -7 7 -9 18 -11 11 12 13 17 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-7.0602518713037203e-05 0.0029070544295058923 -0.0023343500241067476 -0.083713183964376214 0.0046777975067857835 -0.0055508195161570817 0.0011360726590578525 0.00090872278755740063 0.0061829804884682036 0.0046478845323743778 -0.00069531975144213184 -0.078800628378659421 0.059549440315791506 -0.092629210111825608 0.031748494479540527 0.00075027861573308101 -0.0025303022888980556 -0.002365310494229729 0.0018578852440862396 0.0010566585961144924 -0.0036961112990917832 0.0034350543303922781 -0.00053047230375417712 -0.0003565769486302181 0.0013867167057468332 0.073249458740837867 -0.025951107565696768 -0.10019525720473173 0.039858891445530731 -0.10031927780288899 0.10004679176701133
leaf_weight=29.582159933500265 0.53127609852747149 0.51407114759329742 0.022960522192615615 0.54908614181518789 0.54283897995573949 0.52156096795451001 1.0285909943518161 0.54223486936643883 0.52671551244867543 1.0537664268678932 0.010952145363212429 0.022703661517766704 0.0082345292580800616 0.0067992163094459102 1.0595501584631213 0.51602437076252172 0.55497154522528802 0.0063716154226725052 0.50551661755889599 0.53694182573348426 0.54192679375141395 3.5064843467786848 1.0107124289216682 0.54829410692471203 0.025507266351643021 0.0093944068108733347 0.001755212624857447 0.0050346044262612457 0.01504234485946654 0.0029735913267359138
leaf_count=2252 29 40 33 49 94 103 23 36 16 115 24 32 45 7 36 36 42 34 3 110 171 207 106 752 75 54 62 25 19 3
internal_value=8.20087e-08 0.000269163 0.000157209 0.00084703 0.000347268 -0.00227421 0.00123464 0.00272935 -0.000265741 -0.0023864 -0.0252263 -0.000837268 0.0185208 -0.0249963 -0.000257409 -0.00011224 -7.16555e-05 0.0172884 9.63646e-05 -0.00139136 0.000374012 4.51283e-05 0.00135793 -2.94923e-05 0.00197071 0.0465479 -0.000744025 -0.0478409 -0.0701731 0.025722
internal_weight=44.3105 13.0493 12.518 4.75793 4.20885 1.0644 3.14445 1.57083 7.76009 1.13179 0.0780217 0.0550612 0.044109 0.0214054 1.57362 31.2612 30.7451 0.0131708 6.6283 1.04246 5.58584 5.04391 1.53743 30.1902 0.608002 0.0349017 0.5731 0.0248058 0.0197711 0.0047288
internal_count=4633 1313 1284 381 332 197 135 59 903 290 175 142 118 86 76 3320 3284 41 613 113 500 329 122 3242 990 129 861 109 84 65
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=4 4 0 4 1 4 1 3 3 2 2 2 4 0 2 3 3 4 2 0 2 2 4 1 4 3 3 2 4 2
split_gain=0.000130112 0.000351513 0.00189851 0.000676411 0.00140396 0.000632679 0.000711773 0.000554995 0.00112347 0.000505131 0.000495525 0.000979664 0.000574771 0.000864119 0.000484481 0.000343544 0.000449882 0.000334061 0.000702694 0.00769029 0.00847307 0.00654682 0.00628307 0.00516258 0.00510482 0.00217852 0.000995479 0.000921711 0.00102668 0.000475286
threshold=38.474425342400004 40.165165956550005 86.103248543850015 40.003678352300007 62.084563606450011 40.542362378300005 63.910026677050006 0.12001500000000002 -0.15544999999999998 -0.025719999999999996 -0.038374999999999999 -0.060989999999999996 39.262923716450011 89.474575039450016 -0.047144999999999999 0.11768500000000003 0.10336500000000003 38.171717059500004 -0.075639999999999999 89.474575039450016 -0.11534 -0.122095 36.859113051050009 65.644082171150004 36.165040341950011 0.094235000000000027 -0.21029499999999998 -0.10434500000000001 34.969856643350006 -0.105535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 10 -5 6 7 8 -3 14 11 -4 -12 -14 -8 16 17 18 19 24 21 25 23 -22 27 26 -21 28 -1 -25
right_child=1 5 3 4 -6 -7 9 -9 -10 -11 12 -13 13 -15 -16 -17 -18 -19 -20 20 22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.073870644016727591 -0.0062878849584392764 0.00056515575299512124 -0.00028108099851863839 0.0002343915565594719 -0.0060499756280626019 -0.00010195099958822474 -0.0013435113969362898 0.00101418009975311 0.0070775623682523816 -0.0030293923842405097 -0.0036269442224798609 0.0036591209991244608 -0.0025361175233111731 0.0032624038176379076 0.0029817811183638176 -0.0020006820263620555 0.0033921828105806769 0.0019491799081242278 0.00010040899361215568 0.0082219167098541573 0.054651641688730629 0.071772852243116581 -0.10055782862799385 -0.041828008373425742 0.089562011462856736 0.033398512722963312 -0.10009760171609645 -0.10004574704080015 0.058615316495013087 -0.1000762825584636
leaf_weight=0.0010884087823971643 0.56346314114126439 0.50326535744170542 1.5792110325321764 1.0062464037910102 0.54969208840551687 28.18621210454728 0.52203617494313248 1.5204137209966573 0.55928324262043971 0.51519677434995648 0.53134823477316651 1.0509514901289099 0.50352937495335914 0.52493030008174113 0.51389972547940499 0.52072414745694917 0.55196789437969318 1.0382440119348144 3.4972551822529043 0.0010390639242133272 0.0063874720945036011 0.011204804408166624 0.017787211272417558 0.0023974961705022224 0.010602735541409281 0.0024035353760079037 0.0046245877436064189 0.0016564997713415415 0.0012644271505370952 0.003369785245248641
leaf_count=93 69 20 210 6 75 2944 48 16 41 26 54 30 9 68 8 64 99 57 279 49 5 14 34 6 72 30 133 12 21 41
internal_value=-1.18939e-07 -6.57874e-05 -0.000748527 -0.000205318 -0.00198579 6.74928e-05 0.00122276 0.00223958 0.00399303 -0.000470468 0.000455857 0.00129333 -0.000956301 0.000423473 0.000802149 0.000447121 0.000694559 0.000370816 -8.93609e-05 -0.0104875 -0.0294016 0.0223178 -0.0626905 -0.00727553 0.0532156 -0.0463721 -0.0802251 -0.042903 -0.00267195 -0.0758621
internal_weight=44.3017 38.6297 6.30937 5.74591 1.55594 32.3203 4.13409 2.58296 1.06255 1.55113 4.18997 2.63016 1.55981 1.02846 1.03594 5.67202 5.15129 4.59933 3.56108 0.063826 0.049214 0.019272 0.029942 0.0121548 0.0146121 0.00806719 0.00566365 0.00400934 0.00235284 0.00576728
internal_count=4633 3624 521 452 81 3103 159 77 61 82 371 240 131 77 56 1009 945 846 789 510 312 226 86 52 198 212 182 126 114 47
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=31
num_cat=0
split_feature=0 2 2 3 0 3 0 3 2 1 0 0 4 2 0 0 3 3 4 3 2 2 0 0 2 2 2 0 4 4
split_gain=0.000130666 0.000591218 0.0142239 0.00887917 0.00739815 0.010226 0.0003976 0.00105737 0.000289885 0.00422116 0.00879808 0.00114544 0.000581933 0.00117439 0.000562256 0.000347704 0.000389729 0.000674846 0.000446729 0.000381778 0.000331451 0.000414783 0.00129589 0.000265786 0.000233718 0.00252797 0.00168858 0.0224644 0.00124488 0.00328425
threshold=85.968825637350008 -0.068964999999999985 -0.017745 0.10487000000000003 85.866664228400012 0.10131500000000003 86.103248543850015 0.10487000000000003 -0.092084999999999986 61.93938686740001 85.732241321850012 85.431134011250023 35.374259656300005 -0.11534 81.90387694410002 84.546631286350006 -0.10978499999999999 1.0000000180025095e-35 48.96897326980001 -0.23921499999999998 -0.07490999999999999 -0.086139999999999994 85.307464937250003 75.220370031800016 -0.06828999999999999 -0.075639999999999999 -0.053874999999999999 88.122280599850015 33.036871954450007 34.424709467050008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -3 7 -2 9 10 11 12 14 15 -1 16 18 -18 19 23 21 -10 -23 -14 25 28 27 -26 -8 -30
right_child=6 2 -4 -5 -6 -7 24 -9 20 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0045591060874554242 0.0049670953427413322 -0.041190022486034122 8.2905161734089778e-05 -0.10039740322740782 -0.068020374958597724 0.061661949157550112 -0.059159743750167283 -0.0013191276365341681 0.00013650597249517069 0.00050286412094039615 0.099986316831745775 -0.100048434042673 -0.031137379525553399 -0.10003384298037704 0.099944041051072477 0.056385564802192506 -0.10001460189433756 -0.0062196511759489478 -0.018174416421275461 0.066209212764946887 0.00098582595003345757 0.00033214846655336218 -0.0058734183205786505 0.037511395194384005 0.049666234731934655 -0.0067118264191549665 8.7527100972283869e-05 -0.0024776203041535156 0.059696024713511465 -3.5045889183523125e-05
leaf_weight=0.001021786685828723 0.56222075688032791 0.02273563133737333 1.5757444198948602 0.019998322077725561 0.023800501339337643 0.016817008457110205 0.0035580373503333309 0.51057487845082505 2.0320394600676082 1.019930011559556 0.013130969900885248 0.0012738735767379153 0.0010917477259694908 0.0012822799681089453 0.001037711058251567 0.0010207173327216887 0.0010101185950661543 0.0031882896046511178 0.0032445927812649877 0.001784756543853917 1.5409887758687837 0.86064720241302006 0.55257181451977999 0.0011666702644665405 0.09703510900726664 0.58278490767581814 17.041159181150206 0.55617653169677572 0.0092101757027255315 17.237488665679983
leaf_count=73 70 39 255 25 9 9 104 9 63 270 6 12 40 14 9 6 79 47 19 49 18 11 58 17 30 87 1126 98 38 1943
internal_value=-1.84408e-07 -0.000374745 -0.00204664 -0.0423053 -0.0239677 0.00254062 7.85704e-05 0.0019753 8.47707e-05 0.00159477 0.038406 -0.00881883 -0.00148604 -0.00889149 0.0480965 0.000452956 -0.00451749 -0.0287863 0.00946353 0.0316426 -0.00023326 -0.00077853 -0.00209424 0.00432571 2.12963e-05 -0.000234191 0.000278786 0.00526839 -1.53496e-05 -3.14798e-06
internal_weight=44.2957 7.69553 1.6591 0.0833515 0.0633531 0.0395526 36.6002 1.0728 6.03643 1.05018 0.0302535 0.0171225 0.0158487 0.0137892 0.0020595 0.0125069 0.0114862 0.00419841 0.00728777 0.00404317 4.98625 3.44526 1.41322 0.00225842 35.5274 17.833 17.6944 0.653212 17.2503 17.2467
internal_count=4633 1128 337 82 57 48 3505 79 791 641 371 365 353 271 82 257 251 126 125 106 150 132 69 57 3426 2172 1254 128 2085 1981
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=31
num_cat=0
split_feature=0 3 1 0 3 3 0 3 3 3 1 0 3 4 0 3 4 0 0 2 4 3 0 2 2 3 3 3 3 0
split_gain=0.000115293 0.00104273 0.00124517 0.0010971 0.00124572 0.00103581 0.000691914 0.000283788 0.000999511 0.000628932 0.00030844 0.000309499 0.000445528 0.000195248 0.000692988 0.000811843 0.000415283 0.00169551 0.000866113 0.000864658 0.000542811 0.000729487 0.000470829 0.000390614 0.00866647 0.00736528 0.00950416 0.00432555 0.00796309 0.00865171
threshold=85.121961326250016 0.099855000000000027 61.546871980350012 84.546631286350006 0.087125000000000022 0.091885000000000022 82.605564516150011 -1.0000000180025095e-35 -0.10978499999999999 0.079025000000000026 55.887667615750004 73.921844754800006 -0.38221499999999997 39.571921479100006 89.711159354950013 0.093185000000000032 40.165165956550005 86.474255765850003 96.978061681550017 -1.0000000180025095e-35 40.371455563000005 0.11071500000000002 85.683849075550015 -0.070854999999999987 -0.095074999999999993 0.092185000000000031 0.090465000000000031 0.094595000000000026 0.091885000000000022 93.910530954700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -4 8 10 -9 -1 -12 -13 14 15 -2 17 -15 19 -19 21 -18 -22 24 27 26 -26 28 29 -16
right_child=13 -3 5 -5 -6 -7 -8 9 -10 -11 11 12 -14 16 23 -17 20 18 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.019141131425334752 -6.5106640672590619e-05 -0.00059652392951380496 -0.064597673650671816 0.080950350123221437 -0.078507812226624105 -0.10017939204193196 0.032302690394163044 0.085147194153530226 -0.10001360306951712 -0.02062643363157185 0.050629637935153862 0.042021323449434669 -0.04727963184957381 -0.0044948359492724792 0.038223153067870538 0.0052485533524350494 0.0047113229700151823 0.0023723584562820913 -0.0036569132168603729 -0.00098558088611875347 0.0028577370421970939 0.00025353501994908643 -8.504393711687888e-05 0.00035480299721158841 -0.069056101077903984 -0.10030077964338964 0.087894400749386273 -0.0022675156047827147 0.070783503042839577 -0.073328739092428583
leaf_weight=0.0033435065971216841 0.54259090406645138 0.86646545120542839 0.0015374326719218628 0.0012830347804992934 0.0025655207147288204 0.0032166908769912794 0.0014151789782997359 0.0010898026123344869 0.0010642707108194658 0.0011610339366830424 0.0019562464201201835 0.001088051012819051 0.0011482895882611865 1.0455106873817706 0.016955727991160921 0.61166725071689143 0.57431336120503451 1.5625125927132866 0.52898462489891374 1.5058504194879847 0.55366895436782115 1.0174191404948942 30.15140106863667 4.7020721081454022 0.0093925806064004552 0.016219288332193452 0.0065479684562887988 0.5202557110607301 0.0236962322647781 0.011785000472288212
leaf_count=144 64 60 215 4 55 18 22 11 98 37 60 20 24 30 27 63 73 47 101 44 167 11 2336 392 56 69 5 115 30 235
internal_value=-1.30137e-07 -0.00112853 -0.023217 -0.00739271 -0.0158409 -0.0609221 -0.0181536 -0.00102475 -0.0092979 0.0305867 0.00351325 0.0215797 -0.00383187 2.29401e-05 0.000530088 0.00275072 -6.5766e-05 -0.000950093 8.0129e-05 0.000724394 6.13613e-05 0.00186195 -3.19802e-05 4.70995e-05 -0.00234496 -0.0528576 -0.00458486 0.000491601 0.0278663 -0.00751818
internal_weight=44.2882 0.887335 0.0208691 0.0146998 0.0134167 0.0061693 0.00295261 0.0108512 0.00860036 0.00225084 0.00753609 0.00419259 0.00223634 43.4008 6.46118 1.15426 36.9397 4.64286 3.59735 3.06836 32.2968 1.59173 30.7051 5.30692 0.604853 0.0321598 0.0159405 0.572693 0.052437 0.0287407
internal_count=4633 768 708 453 449 255 237 394 346 48 248 104 44 3865 1056 127 2809 222 192 91 2587 84 2503 929 537 130 61 407 292 262
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=31
num_cat=0
split_feature=0 2 2 3 1 0 2 4 2 4 4 2 4 4 1 2 2 2 3 4 3 4 3 4 0 0 1 2 1 2
split_gain=0.000133552 0.000564892 0.0018402 0.0156973 0.00714166 0.000396306 0.00104888 0.000276353 0.000448647 0.00042878 0.00137494 0.000868533 0.000234598 0.000224028 0.00140376 0.000584295 0.0138501 0.00509568 0.00640322 0.0032668 0.00401043 0.00309607 0.011854 0.0152431 0.00785549 0.00476528 0.00311826 0.000524504 0.00164948 0.000482301
threshold=85.968825637350008 -0.068964999999999985 0.050115000000000014 0.096915000000000015 61.998532946250002 86.103248543850015 -0.083834999999999993 41.529896397300007 -0.086800000000000002 40.518963363600001 40.21994457600001 -0.088274999999999992 37.892416320650007 39.955516828000007 63.910026677050006 -0.072755 -0.088039999999999993 -0.102645 0.093955000000000025 36.952388736350009 0.098510000000000028 36.558960102350007 0.095830000000000012 38.536700832000001 94.047642319350018 90.60910437050002 83.116371560950014 -0.117885 83.116371560950014 -0.054875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 6 -2 9 -9 10 -1 -11 -4 14 -7 16 17 21 -19 20 -18 -16 23 25 -25 -23 -26 28 -27 -17
right_child=5 2 12 4 -6 13 -8 8 -10 11 -12 -13 -14 -15 15 29 19 18 -20 -21 -22 22 -24 24 26 27 -28 -29 -30 -31
leaf_value=-0.001313069976956136 -0.0012747870914002922 -0.00080820462798367101 -0.00097748653836879601 -0.083929185043785173 -0.016864794688335953 0.0053992288373097526 0.0049832488697107531 -8.390121905308899e-06 0.0035416169332839012 0.00021509505494529416 0.0051530283699776705 -0.0033452384933053518 0.0019959577790774228 -0.00010140579009420856 0.00059359815238007718 0.003281095834908872 0.027068571993938542 0.07055957973781396 -0.012523304846877857 -0.10014120996110665 -0.092115285014422593 -0.0028755313827443143 -0.10036666434062116 0.097259246472282235 -0.078221691904148502 -0.10007502650246364 0.077842778952000341 -0.10066300936127125 0.045278664220071471 0.00014230474042422147
leaf_weight=0.87661145730976808 0.51606396635357488 0.52636845993251014 0.54482171127883905 0.034726377752122062 0.02925615786165281 0.54595197994785305 0.55677337579732167 1.0420892481122837 0.54071603158243542 2.0075755628160299 0.52627637514552816 1.040197357884608 0.51725711285177234 28.59732300040497 0.52081455811057964 0.54054538870760183 0.0058586671561618037 0.022163379673824278 0.015953547193873686 0.016502194440819906 0.0054493384923537252 0.011366910068318182 0.015036243001273125 0.016458311481983401 0.0045191228847576417 0.002648969623046284 0.0017863601263070628 0.010715662330770259 0.0011069710134157069 5.188655173963971
leaf_count=229 34 173 19 32 20 37 45 372 55 110 11 14 93 2301 191 75 18 36 38 66 23 7 58 11 51 42 29 7 36 400
internal_value=-2.20547e-07 -0.00037917 -0.00201733 -0.00649337 -0.0532638 7.93671e-05 0.00197296 6.94861e-05 0.00120436 -0.000334113 0.00111261 -0.00100004 0.00047065 2.2178e-05 0.000532487 0.000116001 -0.00272443 0.00035983 0.0357859 -0.0717698 -0.0303662 -0.00195059 -0.0227721 0.00123357 0.0608987 -0.0513315 -0.0340082 -0.0893919 -0.0572356 0.000438447
internal_weight=44.2816 7.6859 1.65243 0.590351 0.0639825 36.5957 1.07284 6.03347 1.58281 4.45066 1.40289 3.04777 1.06208 35.5229 6.92553 6.37958 0.65038 0.62257 0.0381169 0.0278102 0.011308 0.584453 0.0636386 0.0486023 0.0227638 0.0258385 0.00630548 0.0144716 0.00375594 5.7292
internal_count=4633 1128 337 225 52 3505 79 791 427 364 240 124 112 3426 1125 1088 613 506 74 107 41 432 241 183 91 92 80 85 78 475
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=0 0 0 2 3 3 2 3 3 0 3 4 4 1 4 3 0 4 1 2 2 3 2 4 4 0 0 0 0 4
split_gain=0.000123317 0.000797252 0.00057984 0.000306936 0.000395756 0.000690806 0.000288866 0.000259117 0.000272348 0.000572609 0.000228647 0.00018095 0.00083754 0.00199628 0.000398481 0.000346395 0.00079283 0.0100273 0.0180736 0.00435514 0.0176182 0.00636123 0.00614158 0.000619643 0.000600785 0.00136541 0.00934071 0.00872097 0.0041415 0.00040178
threshold=85.990333302400003 86.103248543850015 85.931187223550012 -0.092084999999999986 0.089045000000000027 0.08079500000000002 -0.124155 0.091885000000000022 0.096095000000000028 85.799452775150016 -0.27118499999999995 40.003678352300007 40.300545846000013 62.084563606450011 40.371455563000005 0.091385000000000022 94.848802842250009 39.683197198900011 63.910026677050006 -0.095074999999999993 -0.072755 0.099465000000000012 -1.0000000180025095e-35 39.788107623550012 36.165040341950011 94.940210418650011 86.208098410950015 93.910530954700008 90.321439350550008 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 10 -1 -6 -9 -10 -5 15 13 -13 -14 23 17 18 -17 21 -21 -20 -22 24 -3 26 -26 28 -28 -18
right_child=1 11 -4 4 7 -7 -8 8 9 -11 -12 12 14 -15 -16 16 29 -19 19 20 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00022043290462343034 0.0038088856083641821 0.0012873290336626096 -0.0035607893124513707 0.00098717158452288106 -0.002947673504321317 0.003856667995039067 0.0031009396957156418 0.00086444017863440941 -0.00015965810729216015 -0.0029536316489422905 -0.0019976273887866258 0.00035700943672434948 0.0027831940435769521 -0.0069677922549354586 -2.3603062442199602e-05 0.10019091343431466 -0.0004707905837921572 -0.00024044135709928396 0.083747523520314046 -0.088391953703773313 0.053000275606194761 0.0011886325194853152 -0.0092515050379625083 0.0020272157557444429 -0.00051462766396887058 -0.00033612128239144268 -0.046979231833816248 -0.10035514405546786 0.001504528644370036 0.0026123912363873775
leaf_weight=0.51754683605855567 0.56406298495058038 1.0334306665360875 0.52660357960043302 0.50401177186913315 0.51184729572131082 0.5508909413651234 0.5300218978469361 1.0198443796419203 2.4616128040041119 1.0448802845385219 0.52292465923591258 1.0169987441622677 0.51626417428541671 0.5867359021420383 24.974460185686194 0.027877312386407893 2.0429458341581652 1.0084698624719974 0.017194189935935245 0.018379235771763258 0.032663279451298766 0.020412593686813807 0.030784692105953915 1.0237630764152799 0.49963827887768264 2.0423362891367089 0.03224120796949137 0.016925940526217431 0.038845850919642544 0.53291211101397395
leaf_count=531 52 227 44 60 43 108 108 36 85 22 118 13 30 111 2133 13 221 15 19 29 31 23 22 45 6 258 42 48 49 91
internal_value=-6.66779e-07 7.88572e-05 -0.000350966 -0.000130402 -0.000382229 0.000999818 0.00146003 -0.00081505 -0.000573889 -0.000992219 -0.000532713 1.96126e-05 -0.000106213 -0.00232281 3.32431e-05 0.00042456 0.00114346 0.00331948 0.0276901 0.0107676 -0.00217799 0.0389354 0.022796 -0.000147781 -0.000755596 -0.00155835 -0.00580609 -0.035845 -0.0204851 0.00016708
internal_weight=44.2675 36.0773 8.19018 7.66358 6.61601 1.57783 1.04757 5.03818 4.52634 3.50649 1.02694 35.5133 27.0945 1.60373 25.4907 8.41882 3.73164 1.15578 0.147311 0.119434 0.0818272 0.0376068 0.063448 4.68718 3.66342 2.62999 0.587651 0.088013 0.0710871 2.57586
internal_count=4633 3478 1155 1111 472 286 639 186 143 107 178 3426 2287 124 2163 1139 464 152 137 124 82 42 53 675 630 403 145 139 91 312
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=31
num_cat=0
split_feature=4 4 0 3 2 0 2 4 1 1 2 3 4 3 3 3 3 2 4 3 4 2 1 4 2 1 4 2 2 2
split_gain=0.000129192 0.00028611 0.00142501 0.000698178 0.00057236 0.000905097 0.00123204 0.000387672 0.000647365 0.000536576 0.000324182 0.000324166 0.000316258 0.00191414 0.000317544 0.000617732 0.000374191 0.000273424 0.00546562 0.00891601 0.00498119 0.00246119 0.00151315 0.00026634 0.000258997 0.000252832 0.00774482 0.00565234 0.00694363 0.00954434
threshold=38.474425342400004 40.165165956550005 86.103248543850015 0.050735000000000009 0.067985000000000018 86.538778761000017 -0.060989999999999996 40.542362378300005 63.910026677050006 62.014663695050011 -0.025719999999999996 0.089835000000000012 40.986363433950011 0.10307000000000002 0.087795000000000026 0.084995000000000029 0.082855000000000026 -0.102645 36.558960102350007 0.089835000000000012 37.232443001650005 -0.124155 64.369753017350021 38.110427674550003 -0.047144999999999999 74.927328095600004 42.527280425250005 0.22387500000000005 0.059500000000000011 -0.053874999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 -2 -4 5 -5 11 8 9 -3 24 -7 13 14 15 16 -9 18 -1 20 -20 22 -22 -19 -10 -14 27 28 29 -27
right_child=1 7 3 4 -6 6 -8 12 10 -11 -12 -13 25 -15 -16 -17 -18 23 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00063694799862398994 -0.0054877845846432755 0.00073983578096007297 -0.0036271645888482891 -0.0012755052066784846 -0.0019765013361041179 -0.0015136256287305568 0.0059273955906141377 -0.0017998091616144225 -0.0011982960692952602 0.0036795110937353965 -0.002702217773601372 0.0013760051065715656 -4.0776887553044566e-06 -0.0063967622096559379 0.00037737173934937799 -0.0041648874202687616 0.0019978156083451113 0.00030986599649294322 -0.10013802362012768 -0.094144944861670868 0.064550124285746205 0.090860556601942158 -0.072250290599650629 0.0021056965142352917 0.001968995653428464 0.03479949021288517 -0.00028540450817666135 -0.063472324210097616 0.088492510675283131 -0.10022048467979644
leaf_weight=0.52329716697302209 0.56204150223402383 1.5321158900904954 0.54189603043277212 1.5255252853457926 1.0216258576663859 0.51624835253539014 0.56429333876955023 0.52753284779410303 0.52243290827376454 1.0440240071816331 0.51613728986680962 1.5654890189769601 20.928750988567934 0.54222757514661868 3.5330359098784996 0.51620455202407978 0.51058215697412379 4.0658094163952248 0.0027093905105302777 0.015850966928937213 0.0013780432232408666 0.0061873706399637731 0.0019565215136223557 1.0363677891488121 0.51041751601110275 0.048307173241629142 1.5441951498977402 0.0058103456644857934 0.020501733841513214 0.0058717662582526966
leaf_count=337 69 42 76 21 96 79 74 122 48 35 26 106 1722 26 67 17 5 458 36 47 22 7 37 65 8 191 718 26 16 34
internal_value=-4.32737e-07 -6.58143e-05 -0.000682449 -0.000211523 0.000144891 0.000664426 0.00178286 5.43729e-05 0.000959795 0.00193119 -0.000655741 0.000659408 -7.81531e-05 -0.000748648 -0.000146653 -0.00133778 6.79988e-05 0.000446025 -0.00166946 -0.0446481 0.0194965 0.0535376 -0.0157161 0.00067464 0.000366927 8.92097e-05 0.00129091 0.0315321 0.0389236 0.0201664
internal_weight=44.2588 38.6053 6.29712 5.73508 5.19318 4.17156 2.64603 32.3081 4.12513 2.57614 1.54899 2.08174 28.183 5.62958 5.08736 1.55432 1.03812 5.65356 0.551379 0.0280823 0.0122313 0.00952194 0.00333456 5.10218 1.03285 22.5534 1.62469 0.080491 0.0746807 0.0541789
internal_count=4633 3624 521 452 376 280 259 3103 159 77 82 185 2944 237 211 144 127 1009 486 149 102 66 59 523 56 2707 985 267 241 225
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=31
num_cat=0
split_feature=2 3 4 1 3 2 3 2 4 0 3 2 3 4 2 4 2 4 2 2 4 1 3 4 0 3 3 0 2 3
split_gain=0.000131834 0.000336772 0.000547412 0.00109734 0.000521768 0.0020883 0.00132007 0.00033242 0.0010731 0.00613649 0.00848512 0.00843905 0.00795918 0.00874285 0.00565892 0.00355178 0.00492411 0.00389663 0.00293384 0.00157463 0.00124674 0.000955036 0.000723072 0.000688205 0.00348391 0.0223732 0.0270914 0.0117916 0.000889926 0.00154431
threshold=-0.031989999999999998 0.11636500000000001 41.444941515100005 61.998532946250002 0.10646500000000002 -0.091639999999999985 0.10526500000000003 -0.075639999999999999 39.683197198900011 89.057864029250013 0.08729000000000002 -0.14510999999999999 0.094595000000000026 36.558960102350007 -0.117885 38.324118171300007 -0.102645 34.969856643350006 -0.105535 -0.26416999999999996 37.232443001650005 67.181880221750006 -0.12193999999999999 40.574766824850009 85.799452775150016 0.077525000000000024 0.08919500000000001 86.345209775600011 -0.060989999999999996 0.10307000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 7 8 9 11 14 19 15 21 20 16 17 -12 -15 -1 22 -14 -11 28 -25 -26 -27 -28 29 -9
right_child=-2 2 -4 -5 5 -7 -8 23 -10 10 12 -13 13 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.017966408916285724 0.00026675788096507038 0.00059747651358982258 -0.0040075736689428052 -0.0043851322702352777 -0.00097102207575423111 0.00653865728124506 -0.0051546251555962888 -0.0065598479376996824 0.00015810260243268989 0.018630071880274188 0.041182722090287449 0.073792815630908629 0.076848711570097913 -0.020053742763713092 -0.10025399511567823 0.069798838183068188 0.06636016110831254 -0.052762126646978186 -0.10046440735734266 -0.085200451338001457 0.05833167651034641 0.013022045482248208 -0.10006541328028747 0.0033457346107893266 0.0013710178407038986 -0.094576716912495765 -0.055715488779636106 0.028931260312598607 0.00045861195993871499 0.00025077902678411845
leaf_weight=0.0021839455379325506 13.035872145914697 2.0167932600161307 0.535516533363534 0.56606387109509482 1.0221256702055281 0.58066002732122601 0.50845674400923258 0.5431260113988905 18.156979671335513 0.0010326267775486149 0.0071188749518352737 0.025275940747821777 0.0051796772168017924 0.0073761706534393448 0.01296833504241884 0.018803433628872046 0.011357592558527793 0.011624897664010092 0.011789947400426826 0.0045862131992469137 0.0033990197184601278 0.0042826160333761937 0.0010203706383976243 0.52490700129078327 0.54427184984410815 0.05938433410243138 0.026332639729389484 0.04388187400491006 5.1007445438199115 0.86029369663447142
leaf_count=23 1313 29 45 93 55 57 19 59 2020 42 19 48 6 33 67 25 22 37 19 157 65 37 80 20 29 32 13 37 125 7
internal_value=-3.38997e-07 -0.000111874 -0.00109782 -0.000494521 -2.45641e-06 0.0017496 -0.000108439 -9.71026e-06 0.000222424 0.00934651 -0.00330705 0.0472342 0.0111875 -0.0306887 -0.064316 0.0357014 0.0144017 -0.0170819 -0.069518 -0.0519205 0.0211673 0.0479609 -0.0403634 -0.000560742 -0.00276244 -0.00752036 -0.0448611 -0.00281392 -0.00015495 -0.00238495
internal_weight=44.2534 31.2175 3.11837 2.58286 28.0992 1.60279 26.4964 25.9879 18.285 0.128 0.0959536 0.0320461 0.0775332 0.0286284 0.0184204 0.0489048 0.0301014 0.0187438 0.0191661 0.00677016 0.00545202 0.00946229 0.002053 7.70294 1.19878 0.673871 0.129599 0.0702145 6.50416 1.40342
internal_count=4633 3320 167 122 3153 112 3041 3022 2700 680 452 228 198 95 254 103 78 56 52 180 187 43 122 322 131 111 82 50 191 66
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=0 0 3 2 2 3 1 2 0 1 2 2 4 1 2 1 1 0 4 0 1 3 1 0 2 2 0 1 0 0
split_gain=0.000171766 0.000429479 0.00108688 0.000427297 0.00145339 0.0123801 0.00692692 0.000233714 0.0003878 0.000490898 0.000376514 0.000254156 0.000181454 0.000181088 0.000637125 0.000592677 0.000324776 0.000560268 0.000458877 0.000446518 0.000230863 0.000512775 0.000293285 0.00119124 0.00656392 0.00866376 0.000804625 0.00663716 0.0140069 0.00335724
threshold=85.968825637350008 86.103248543850015 0.10487000000000003 -0.068964999999999985 0.050115000000000014 0.096915000000000015 61.998532946250002 -0.092084999999999986 85.823648898300021 61.944763783650011 -0.08725999999999999 -0.124155 37.892416320650007 61.944763783650011 -0.086800000000000002 61.993156030000002 62.041548276350007 86.345209775600011 42.154118731400011 86.420486603250012 62.095317438950012 0.08919500000000001 64.630533455950015 88.350799540950007 -0.091149999999999995 -0.053874999999999999 90.321439350550008 66.859265246100009 90.767723400200012 93.501885318850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 -5 -7 11 9 -9 -11 -1 -6 14 -3 -15 18 -18 -17 -19 21 -21 23 -22 -25 -26 -24 28 -28 -29
right_child=1 13 -4 4 12 6 -8 8 -10 10 -12 -13 -14 15 -16 16 17 19 -20 20 22 -23 26 24 25 -27 27 29 -30 -31
leaf_value=-0.00025838428565494551 0.0050947601015947303 -0.00069381774045312525 -0.0012786968395205021 -0.00089636941204814164 -0.00092167733630066665 -0.080725600486758059 -0.013381565113530084 -0.0013915642652916065 -0.002058287321577831 -0.00056014416414290841 0.0019187563710760535 0.0028583455150726408 0.0016944485106045945 -0.0019429168431104413 0.0021836755306017764 0.0036681402334817967 -0.0031818127048890846 0.0028497659979594167 0.00035350021501841076 -0.0021646635032253354 0.00021295359571434468 0.0002635350241975067 -0.0038065880801833349 -0.00052386246981333737 0.0032414624983822145 0.053937159982899475 0.086462338443171693 -0.019542567207107907 -0.011455663189856125 -2.9390571868681734e-05
leaf_weight=0.51742951570808482 0.56206374492778965 1.5201037920549549 0.51066017069706504 0.52588228495787226 0.54506694433012004 0.031838984545551341 0.029356239630381253 1.3883414255728896 1.0263032973375628 1.0107204011078468 1.5560026680428078 0.52925725029158599 0.51621238404130232 1.5577527456334781 1.5582781531702403 0.57324264560520832 0.55371624813233822 0.55069164646556856 1.5388714000291654 1.5238430063764092 6.6554184600390753 2.0258688435424119 0.57953039260437478 0.51594055119494442 0.082645849198343058 0.056932720907980072 0.027016523028577377 0.088658366337209027 0.031809540853018348 16.047937033284825
leaf_count=533 70 15 9 173 19 32 20 38 20 41 51 108 93 37 44 38 39 14 44 41 163 14 146 27 29 41 30 161 42 2501
internal_value=-8.91104e-07 8.93999e-05 0.00206074 -0.000430926 -0.00185768 -0.00585006 -0.0484197 -4.0784e-05 -0.000326206 0.000123253 0.000942619 0.00131759 0.000350821 2.98112e-05 0.00076277 -3.98074e-05 5.62824e-05 -3.16734e-05 0.00125312 3.02107e-05 -2.59743e-05 -0.000778858 8.49836e-05 0.00061356 0.00468087 0.0239197 -0.000145383 -1.43718e-05 0.0335143 -0.000136601
internal_weight=44.2374 36.561 1.07272 7.67641 1.64836 0.587078 0.0611952 6.02805 4.98137 3.95506 2.56672 1.04669 1.06128 35.4883 3.07838 32.4099 30.8521 28.74 2.11211 28.1863 27.6356 3.54971 24.0859 7.31094 0.655519 0.139579 16.775 16.1954 0.0588261 16.1366
internal_count=4633 3505 79 1128 337 225 52 791 150 130 92 641 112 3426 59 3367 3330 3248 82 3209 3195 55 3140 260 97 70 2880 2734 72 2662
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=31
num_cat=0
split_feature=3 3 4 3 4 2 2 2 3 3 4 4 1 3 2 2 2 1 4 2 4 1 1 0 4 2 4 3 3 3
split_gain=0.000157285 0.000399126 0.0010942 0.000271829 0.00134524 0.0197109 0.00432183 0.00115052 0.000185962 0.00395614 0.00645794 0.00355109 0.00241703 0.00228399 0.00222992 0.00172043 0.00152139 0.00108441 0.000727399 0.000626993 0.000478043 0.000225506 0.000187815 0.000232227 0.000155247 0.000325282 0.000388774 0.000256395 0.000374599 0.000244419
threshold=-1.0000000180025095e-35 -0.098985000000000004 38.474425342400004 0.079745000000000024 42.243697547450004 -0.083004999999999982 -0.066979999999999998 0.011900000000000003 -0.245505 -0.22831499999999999 41.489621506400006 38.751720283100006 64.730006406800015 -0.21029499999999998 0.047710000000000009 -0.033594999999999993 -0.033594999999999993 68.327163385350005 47.74983977685001 -0.088465000000000002 40.300545846000013 61.987779113750001 62.020040611300011 86.393602021950016 39.656620114300004 0.18839000000000003 39.896141435400004 0.11296500000000002 0.10453000000000003 0.090465000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 -2 -7 -8 22 -10 11 16 21 -14 20 17 19 -15 -19 -11 -13 -12 -1 -24 27 26 -26 28 29 -5
right_child=3 2 -4 24 -6 6 7 -9 9 10 12 14 13 15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00090744123067478867 -0.0010805162843838202 9.1492679040126697e-05 -0.0054387541858207265 -0.00031442932918932442 -0.00035844966718268247 0.016815454883252069 0.091922038080228002 0.05888475654691773 -0.00084182213755694944 -0.0092109477678630359 -0.051811927942906413 0.064785674255548584 0.068778109110488692 0.092488478331926721 0.014715287027847208 -0.08150349786388783 0.038039198963219036 -0.084929351402582773 0.024636959085800301 -0.10007496052264242 0.097220045879492817 -0.1001842158868191 -0.0025913673265846107 -0.00021617558336067128 -0.0027184614222382497 -0.0025129858156862817 7.7650506006992688e-06 0.0024841757966722637 -0.0022540489599234457 0.0010895290101572842
leaf_weight=1.0191885217155019 0.50017574294602685 1.0205010458930808 0.55091917715158412 2.0829894852460589 1.5211006999447603 0.01668267707736959 0.023147817593087705 0.019354948920867088 0.50788384945913378 0.0012952828660482973 0.0013884596915920222 0.006840179380560584 0.0034407308447690363 0.0012518756168447007 0.0055266659536528087 0.0034283110513513276 0.002900287005445471 0.0010492430832914623 0.0014340981080405157 0.0018356328780244624 0.013537925726495814 0.0031507183894712298 0.51680631833151691 2.0228060705001667 0.53264883376924643 0.54211915806166544 29.136942721396569 0.56979469143642525 0.53705396703617569 3.0640649079985272
leaf_count=198 105 85 181 298 458 13 44 46 73 61 56 13 20 7 28 28 21 33 26 6 80 11 33 251 55 124 1749 128 85 317
internal_value=-6.45696e-07 -0.000491663 -0.00184734 7.17747e-05 0.00118356 0.00537682 0.0599477 0.0768775 2.61934e-05 0.00172879 0.0294601 0.0549638 -0.0243247 0.00181361 0.0710537 -0.0303503 -0.0141443 0.0165999 -0.0216562 -0.0624839 0.086333 -0.0853879 -0.000239312 -0.000699523 8.34445e-06 -8.55322e-05 -4.1178e-05 0.000461849 0.000259124 0.000521353
internal_weight=44.2313 5.68518 1.57142 38.5461 2.08046 0.559361 0.0591854 0.0425028 4.11376 0.554963 0.0470794 0.031936 0.0151434 0.0106043 0.0259048 0.00716353 0.0060312 0.00373522 0.00248334 0.00313092 0.0203781 0.00453918 3.5588 2.53961 36.4656 30.2117 29.6696 6.2539 5.68411 5.14705
internal_count=4633 1211 266 3422 666 208 103 90 945 463 390 209 181 114 121 94 88 66 59 67 93 67 482 284 2756 1928 1804 828 700 615
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 3 1 0 2 0 3 1 2 0 3 2 1 2 1 3 3 3 0 0 1 1 3 3 3 4
split_gain=0.000147259 0.000420582 0.00126871 0.000486538 0.00115994 0.0104618 0.00638342 0.000354317 0.00139209 0.000610476 0.00139098 0.000279088 0.000253035 0.00162257 0.00313589 0.00391942 0.00210108 0.00154119 0.000372224 0.00381766 0.00834682 0.00266869 0.00277042 0.00573752 0.00210179 0.00302395 0.00213717 0.00182356 0.00118043 0.00215176
threshold=85.968825637350008 -0.086139999999999994 -0.077085000000000001 -0.068964999999999985 0.050115000000000014 0.096915000000000015 61.998532946250002 86.135510041400025 -0.083834999999999993 86.345209775600011 0.087475000000000011 61.923256118600001 -0.06828999999999999 86.474255765850003 -0.249005 -0.027754999999999998 69.545034918450014 -0.075639999999999999 74.757955233350017 0.088260000000000019 0.087245000000000031 0.08574500000000003 97.491557184450016 98.51854819030001 78.381996793250025 78.473404369650012 0.079395000000000021 -0.093130000000000004 0.097645000000000023 36.558960102350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 -2 10 -9 -11 17 -14 15 -15 -17 18 28 20 21 22 27 -24 -25 -26 -27 -20 -13 -30
right_child=7 2 3 4 -6 6 -8 9 -10 11 -12 12 13 14 -16 16 -18 -19 19 -21 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=0.00050618388454875824 -2.6377904315830927e-05 -0.0055036251677203826 0.00051783956550250157 -0.00080494231966334094 0.00025734572614813676 -0.07767028943167098 -0.011975772085884745 0.00131542504974878 0.0055455145580341073 0.001690173610613225 -0.0057710791125008673 1.1191907527152211e-05 0.0055893362400197127 0.099954692054162256 6.8781915567456368e-05 0.048773469111825431 -0.084658909643872543 -0.0053475513023329875 0.051184587623526651 0.00046730335259824907 0.090021578108420264 -0.080632738719109615 0.094019085825660459 -0.085170966895437183 0.10009785455546134 0.014317031606973757 -0.071533666342692287 -0.10006914548819407 0.0013214235419906377 -0.0075055946921398602
leaf_weight=3.0778281807018342 2.0228558650741264 0.55150941802710907 2.3984175818489746 0.5261522101391426 1.0605997926814681 0.029883992072676335 0.02928576021326279 0.54129132821617421 0.57609876110530045 1.036238736065523 0.56725720635586185 10.413323889140562 0.55772375508968508 0.0069149817876308362 16.519761659417505 0.0023495969944664352 0.0023709244363944448 0.57693241794863404 0.0010517098424607241 2.5712038708957317 0.015257072650549375 0.0035628788173017864 0.0079442642378637629 0.0029200173853421987 0.0028709287289530013 0.0091051166927959247 0.0042546589608631951 0.0032923947066352396 0.51431546378412185 0.59640470181386629
leaf_count=704 42 60 27 173 112 32 20 31 56 33 42 773 20 12 1102 7 52 84 12 330 29 47 9 36 1 445 139 71 28 104
internal_value=-2.18452e-07 -0.000398474 -0.00100432 -0.000390769 -0.00171478 -0.00528827 -0.0451551 8.33831e-05 0.00120872 -2.74792e-06 -0.00231082 7.5145e-05 2.25366e-05 0.000284311 0.000105334 0.0520014 -0.0182441 -0.000281319 -7.469e-05 0.00100084 0.0282962 0.00139055 0.010686 0.0225722 -0.00706605 0.00698557 -0.0130237 -0.0634505 -0.00031935 -0.00341827
internal_weight=44.229 7.67368 4.59585 4.04434 1.64592 0.585322 0.0591698 36.5553 2.59895 33.9563 1.10855 32.8478 31.8116 17.0891 16.5314 0.0116355 0.00472052 14.7224 14.1455 2.62146 0.050259 0.035002 0.0314391 0.027095 0.0191507 0.0162307 0.0133598 0.0043441 11.524 1.11072
internal_count=4633 1128 424 364 337 225 52 3505 98 3407 73 3334 3301 1193 1173 71 59 2108 2024 1119 789 760 713 630 621 585 584 83 905 132
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=3 3 4 3 2 1 1 1 4 4 3 4 4 4 3 3 4 4 4 2 0 2 4 3 0 4 2 2 2 2
split_gain=0.000143199 0.000370051 0.000312331 0.000226341 0.000513853 0.000191412 0.00115683 0.000758817 0.000914379 0.000434819 0.000737101 0.000691544 0.00166652 0.000484445 0.000922696 0.000341332 0.000359445 0.0018011 0.000909705 0.000448811 0.00142204 0.00786232 0.0102528 0.0179708 0.0076117 0.0111171 0.000603169 0.00240407 0.00124559 0.0180511
threshold=-1.0000000180025095e-35 -0.089139999999999997 38.396531328800009 0.078095000000000012 -0.083004999999999982 62.020040611300011 62.009286778800011 62.041548276350007 41.909642283050012 42.844429421150004 0.090465000000000031 40.636252116050009 41.11191809080001 41.675153845500006 0.086075000000000026 0.43380000000000013 41.184662530950007 40.986363433950011 41.362929270750008 -0.14008999999999996 86.681267041950008 -0.091149999999999995 42.686561923500008 0.085235000000000019 86.420486603250012 42.154118731400011 -0.088274999999999992 -0.084729999999999986 -0.031989999999999998 -0.079369999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 9 8 -7 11 -11 -5 -13 -14 -15 16 17 -9 -18 -20 21 -21 24 -24 25 -23 -22 -28 29 -29
right_child=3 2 -4 5 -6 7 -8 15 -10 10 -12 12 13 14 -16 -17 18 -19 19 20 26 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-8.440276297304772e-05 -0.00077874908391257548 -0.00039998441645631403 -0.0038492623519026273 0.00039765631437388237 0.0036663549331595493 0.0054681848177059282 -0.0048952062805796941 0.00018485459685546805 0.00049150888938872238 -0.0001072211472269449 0.0044937776037516442 -0.0065961399507534629 0.00035503670815246005 0.00082209642238454848 -0.0050690533678505725 -0.0024953700673966714 -0.0043259800162597749 0.0059328995532108393 0.0018067473372156474 -7.5889992086608941e-05 -0.0014798735626262711 0.014745348327842581 0.065374588069958869 -0.076225609899222724 -0.10056281524190314 -0.10068562108692423 0.0068520724198054307 -0.060452860261580393 0.00042065668271780546 0.0007644290200297674
leaf_weight=4.6327137833093799 0.50220074138939341 0.51357020070081671 0.53702310700428635 4.990884788533247 0.53936819320008311 0.57652890276222279 0.52733206932771359 13.977685941109339 1.0265587442963804 1.0310812436132861 0.52573543751406937 0.53022193778730331 2.0750329427971796 0.50689637632785867 0.55911516951628037 0.52107632172124851 0.54905886038419538 0.56725074158115596 1.0534234988713347 0.51065049967069598 2.0855195710243963 0.022687021151534759 0.022849213899394982 0.014747504562392821 0.023884310387074947 0.013196772190013917 0.54076728159546039 0.052518359015016003 4.6101101448800188 0.58144790263672597
leaf_count=1034 279 51 126 155 72 33 19 1051 43 61 29 19 55 18 81 44 67 43 316 40 293 35 18 37 9 25 36 92 328 124
internal_value=-7.15333e-08 -0.000468667 -0.00216312 6.90338e-05 0.00152311 2.86425e-05 -0.000327827 0.000171848 0.0022813 -9.21356e-05 0.00144653 -0.000368675 -0.00141046 -0.000535094 -0.00226777 3.73719e-05 9.09642e-05 0.000409028 -0.000367946 -0.000139952 -0.000381826 -0.00504133 -0.0310836 0.00983119 -0.0568208 -0.027706 -2.18623e-05 0.000503772 -0.000150863 -0.00430687
internal_weight=44.2211 5.68331 1.05059 38.5378 1.04157 37.4963 10.7463 26.75 1.60309 10.219 1.55682 8.66215 3.67127 3.14104 1.06601 25.1469 24.6258 14.5449 10.0809 9.5318 8.47838 0.608015 0.0973648 0.0375967 0.0597681 0.0358838 7.87036 5.78484 5.24408 0.633966
internal_count=4633 1211 177 3422 351 3071 437 2634 76 418 90 328 173 154 99 2558 2514 1094 1420 1353 1037 164 124 55 69 60 873 580 544 216
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=0 0 0 3 3 1 4 0 0 0 2 4 0 4 3 3 4 2 2 2 3 3 3 2 0 3 3 1 4 0
split_gain=0.000124819 0.000613982 0.000452158 0.000263852 0.000467114 0.000314503 0.00138369 0.000464429 0.000383019 0.000411447 0.000257365 0.000245781 0.000925025 0.000358216 0.00073128 0.000432461 0.000574794 0.000549204 0.000331844 0.00787608 0.00490221 0.00467766 0.00418504 0.00569412 0.00470105 0.00706199 0.00342122 0.0026763 0.000299961 0.00130127
threshold=85.990333302400003 86.103248543850015 85.931187223550012 0.25799500000000009 0.11636500000000001 62.00390986255001 41.16018805045001 85.732241321850012 85.823648898300021 85.662341410450011 -0.072755 39.955516828000007 89.861713010250014 40.300545846000013 0.10131500000000003 0.098085000000000019 40.003678352300007 -0.0057149999999999996 -0.070854999999999987 -0.101255 0.092185000000000031 0.090465000000000031 0.094595000000000026 -0.11051999999999999 91.437149474700007 0.093325000000000033 0.077440000000000023 77.443724905700023 40.542362378300005 96.324766355850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 10 9 -8 -1 12 -3 14 15 16 -13 -18 19 22 21 26 23 24 -14 27 -21 -26 29 -15
right_child=1 11 -4 -5 -6 6 8 -9 -10 -11 -12 13 18 28 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00043599913848181408 0.0033596865145343723 0.0043359598263372351 -0.0031935626450904893 0.0020335857090491988 -0.0022982816847207195 -0.0052653712839678801 -0.00031363739965931022 0.0023853154885626528 -0.0010149286389630678 0.003668621625431421 -0.0019886203868662183 0.00065107463508932615 0.073992615891485522 0.0054179995370644135 -0.0044662292107743064 0.0022023896405176991 -0.0049134066359315717 -0.00034486028903597815 0.00044153450567595699 0.037778783017212776 -0.10010341386990812 0.049574307177411944 -0.0020322264277261525 0.078126629932718641 -0.091117018303352934 0.043600415224742034 -0.1001095135021864 0.026428042463439761 -7.9463773850782805e-05 -0.00031975790353595644
leaf_weight=1.9079438311280452 0.56176617706312626 0.59396383163015087 0.5244929483888966 0.51233618230799027 1.0189249744061895 0.55174433412643908 0.50680813256487833 1.0548849884648914 1.0030140518992992 0.53158718687427609 0.5681499518069425 1.0072219029710257 0.0072484275384535708 0.53560180220756937 0.53844795043482907 0.50733739882707585 0.54071477062562745 0.51257410607115528 5.7130753069975109 0.0024798553585742567 0.012589992391422517 0.0063779996999073782 0.51878165375446594 0.015785414719338371 0.010147106542928622 0.010123922505904701 0.0065576246416037924 0.0023939667182957649 23.41737046544015 1.5084653999507183
leaf_count=488 52 109 44 13 44 84 157 36 23 58 208 12 15 38 22 2 65 37 443 17 87 7 109 33 62 21 51 171 2089 36
internal_value=-4.80656e-07 7.95824e-05 -0.000353125 -0.000158519 -0.000315748 1.41036e-05 -0.000822122 0.000628228 0.000378783 0.00172501 -0.00012034 2.76288e-05 0.000563288 -0.000101741 -0.00111555 -0.000412948 -0.00105689 -0.00269016 0.000207915 -0.00204477 -0.0538077 -0.0159975 0.000523332 0.0295345 0.00389227 -0.0185263 -0.0622734 -0.0686788 2.19435e-05 0.00118369
internal_weight=44.2089 36.029 8.17989 7.65539 7.14306 6.12413 2.59315 3.53098 2.04141 1.0384 2.47609 35.4673 6.89953 28.5677 3.1063 2.56785 2.06051 1.05329 6.30556 0.592486 0.0280055 0.0154155 0.56448 0.0456988 0.0299134 0.022665 0.00903748 0.0125411 25.4614 2.04407
internal_count=4633 3478 1155 1111 1098 1054 322 732 238 215 696 3426 1125 2301 138 116 114 102 1016 573 162 75 411 302 269 254 68 233 2163 74
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=31
num_cat=0
split_feature=3 3 4 0 0 4 0 3 3 4 2 2 2 3 3 3 2 2 0 3 1 2 2 2 2 3 3 4 2 0
split_gain=0.000168147 0.000279784 0.000248515 0.000201624 0.000444264 0.000250703 0.000301656 0.000196138 0.000183591 0.00119951 0.0167035 0.00398541 0.00125229 0.000230732 0.000626216 0.000569522 0.00145335 0.0120192 0.000272054 0.000215 0.000853931 0.000648949 0.00253588 0.0197867 0.00870037 0.0139334 0.0217876 0.00881763 0.00940962 0.00396371
threshold=-1.0000000180025095e-35 -0.089139999999999997 38.396531328800009 86.162394622750014 85.562868459650019 41.289992964000007 93.843319501450011 -0.249005 0.079745000000000024 42.243697547450004 -0.083004999999999982 -0.066979999999999998 0.011900000000000003 0.082535000000000011 0.081775000000000028 0.084565000000000015 -0.0098449999999999979 -0.082404999999999992 86.780739992750014 0.091510000000000022 61.993156030000002 -0.085550000000000001 0.04932000000000001 -0.08158 -0.057599999999999998 0.08729000000000002 0.08759500000000002 41.909642283050012 -0.027754999999999998 97.139369169350019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -5 -7 9 10 -2 -12 -13 14 18 16 17 -15 -10 20 -17 -22 23 29 -25 -26 -27 28 -28 -23
right_child=8 2 -4 5 -6 7 -8 -9 13 -11 11 12 -14 15 -16 19 -18 -19 -20 -21 21 22 -24 24 25 26 27 -29 -30 -31
leaf_value=0.00069500476980949484 -0.00085893552322098055 -0.0004074168309306386 -0.0034828519748489536 0.0031501542857733408 -0.0034414759376245061 8.4566584532966358e-05 -0.00021270886105600529 -0.0021013055843452505 -0.0023466755370317948 -0.00046604870208623604 0.015265855512929456 0.090250304251059316 0.054762794694831085 0.0010041773441713476 -0.0038904333901906337 -0.0041764015488403193 -0.00041394496511181579 0.046678593025513845 0.00015369803010716965 0.00020507676732378651 0.00035827667805387193 -0.10063606277962414 0.00031424492092510531 0.0020864554356104055 -0.10038409588114253 0.095044371159125285 -0.066057399109555145 -0.09870984683899639 0.040169065153423743 -0.035490255042617956
leaf_weight=0.51242732484832909 0.5005665549989482 0.5135651947877008 0.53799356987739999 0.53265610022907617 0.52633793243724902 2.0082079219846052 0.5343190584358859 0.51596770632309352 0.5084269086449299 1.5198590390920852 0.016565069145144662 0.021206276121904177 0.018723487581489895 0.55473705928507921 0.5308985462083563 0.55323149816960793 1.0030078105405884 0.064291475459480552 3.0195846593770992 20.284234605618671 7.1975700448083693 0.02420654933553008 2.0431067696176042 0.55884578355022074 0.022130007315733169 0.015494777697472983 0.015959567701289146 0.017177519338074987 0.017463539061943145 0.015206889739409358
leaf_count=445 105 51 126 65 65 64 215 180 36 458 13 44 46 172 108 109 45 25 114 1241 383 40 148 108 36 7 15 99 29 41
internal_value=-5.16999e-07 -0.000508373 -0.00198086 -0.000173939 -0.00140093 0.000180977 0.0014661 -0.000362248 7.4384e-05 0.000988878 0.00495843 0.0565026 0.0736098 2.22698e-05 -0.000688469 0.000111344 0.00193763 0.00574786 -0.000206634 1.50553e-05 -0.000352721 -0.000139631 -0.00145255 -0.00671085 -0.00252081 -0.0317046 -0.00870942 -0.0404806 -0.0105542 -0.0755009
internal_weight=44.204 5.68147 1.05156 4.62992 1.03877 3.59115 1.06698 2.52418 38.5225 2.07692 0.557061 0.0564948 0.0399298 36.4456 4.05891 32.3867 1.62204 0.619029 3.52801 30.7646 10.4804 9.92716 2.72959 0.686485 0.647071 0.0882254 0.0660954 0.0506006 0.0334231 0.0394134
internal_count=4633 1211 177 1034 510 524 280 244 3422 666 208 103 90 2756 258 2498 242 197 150 2256 1015 906 523 375 294 186 150 143 44 81
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=31
num_cat=0
split_feature=2 3 2 0 4 2 1 4 3 1 2 2 1 3 4 1 4 1 2 3 0 1 0 0 3 4 2 2 2 4
split_gain=0.000148291 0.000425573 0.000350426 0.00108734 0.00161704 0.000369759 0.00272284 0.000348757 0.00112508 0.00224086 0.013609 0.00503551 0.0082738 0.0124174 0.00789369 0.00528857 0.00325345 0.00247135 0.00220182 0.00193848 0.000961811 0.000757008 0.000395518 0.00185155 0.00213638 0.000782416 0.0014634 0.000540252 0.000748365 0.000434262
threshold=-0.036264999999999999 0.43380000000000013 -0.051199999999999996 94.047642319350018 36.165040341950011 -0.064729999999999996 70.182199495350019 42.654057868200006 0.090850000000000028 62.229740345500012 -0.083004999999999982 -0.083834999999999993 68.846035804500005 0.084365000000000009 43.384297312450009 62.425997789000007 43.663128814500006 72.04530097975001 -0.23168999999999998 0.088755000000000014 85.882794977150013 62.057679025150001 86.692020874450009 86.264556031700025 0.079025000000000026 41.529896397300007 -0.089569999999999997 -0.071969999999999992 -0.078504999999999991 42.409092016550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 7 -7 22 9 21 11 12 13 15 -14 -11 -16 19 20 -18 -17 -9 23 25 -25 -1 -27 28 29 -24
right_child=1 -3 3 -5 -6 6 -8 8 -10 10 -12 -13 14 -15 16 18 17 -19 -20 -21 -22 -23 27 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0004073099534906171 0.00015920746510778917 0.0030644452914930786 0.00035228371466678073 6.7276967947630113e-05 -0.0074993048058086837 0.0066808959729983755 -0.001707826838024492 -0.00012682919436195211 0.0048880127022010202 -0.10053013760061114 -0.095786241498040492 0.098433910483336745 -0.10060839092622545 0.076028179048826916 0.078285469078105935 0.011489529685691601 -0.10010595951051458 0.010615281509452398 0.07671182123641658 0.045890301360321017 -0.10004382938481947 0.0039185617294371583 0.00037548596000978651 -2.1464983011381682e-05 -0.0063988057825210345 -0.0013173889274208171 0.00607606474384544 0.0032314942213058986 -0.0035474853591206342 -0.0025755066624304889
leaf_weight=6.9775596298819504 13.536598241392287 0.52371685816704605 0.5011640638113033 2.5371078368778051 0.55035569735005119 0.6205112300368375 1.0278759027304976 3.0687960924544906 0.56378089328503911 0.0076360418679531361 0.017103494224160132 0.0051652084180204829 0.013089077332580912 0.021974773316628671 0.004161693823789391 0.0017033352630946297 0.0047613075539119096 0.0092819017676096238 0.0034607731404321385 0.0011241715696996835 0.0014158743013030772 0.54467306055568077 8.836515457158594 1.0058948009973385 1.0994197988293306 0.51924430646508313 0.55264733632020557 0.54445678611295178 0.56218543417401434 0.52849710379170467
leaf_count=404 1324 19 2 42 46 77 62 251 119 4 37 4 60 19 14 67 141 406 23 4 27 106 1013 9 40 74 51 49 86 53
internal_value=-7.41919e-07 0.000267421 -0.000125875 -0.00105334 -0.00375716 -4.8117e-07 0.00144999 -9.65235e-05 0.000726292 9.29016e-05 -0.0154161 0.00321653 -0.00395188 0.0289149 -0.0406435 -0.0439116 -3.70704e-05 -0.0215276 0.0217939 -0.0722196 -0.0391378 0.000482949 -0.000266785 -0.000711461 -0.00335179 -2.08903e-05 0.00249454 0.000164435 -3.778e-06 0.000208952
internal_weight=44.1919 14.0603 30.1316 3.58863 1.05152 26.5429 1.64839 24.8945 4.26813 3.70435 0.0908777 0.0737742 0.0686089 0.0361908 0.0324182 0.014216 0.0193291 0.0151674 0.00657998 0.00588548 0.00311921 3.61347 20.6264 10.1548 2.10531 8.04945 1.07189 10.4717 9.9272 9.36501
internal_count=4633 1343 3290 90 48 3200 139 3061 1282 1163 806 769 765 140 625 121 565 551 117 145 94 357 1779 578 49 529 125 1201 1152 1066
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=2 4 2 3 1 2 3 1 2 3 2 2 0 0 2 2 0 3 1 1 3 2 3 1 1 1 4 3 1 1
split_gain=0.000120291 0.000380359 0.000867904 0.00200928 0.00574772 0.0143476 0.00891924 0.00838258 0.00973178 0.000717727 0.000443948 0.000476459 0.001133 0.000420938 0.000324159 0.00127049 0.00102374 0.000385902 0.000311034 0.000339705 0.000424785 0.000361075 0.000284487 0.0100644 0.0118921 0.0137871 0.00409931 0.00536401 0.00354587 0.00352843
threshold=-0.036264999999999999 42.527280425250005 -0.0057149999999999996 0.12140000000000002 61.998532946250002 -0.025719999999999996 0.097005000000000022 73.448676123850007 -0.017745 0.12376500000000003 0.048475000000000011 0.067985000000000018 96.631250582750013 86.681267041950008 -0.053874999999999999 -0.063379999999999992 86.780739992750014 0.083555000000000032 62.132955852800002 76.621056717750008 0.084365000000000009 0.22387500000000005 0.083905000000000021 62.229740345500012 62.907231794400012 63.23522368630001 43.084051236300006 -0.078164999999999998 71.658163008950012 77.852370541550016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 4 -2 6 -6 8 -7 10 13 12 -12 -4 15 22 -16 -18 -13 20 -20 -21 23 -1 -25 -26 27 28 -27 -29
right_child=1 -3 9 -5 5 7 -8 -9 -10 -11 11 18 -14 -15 16 -17 17 -19 19 21 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=-0.00013907804946474147 0.0030044832256806379 -0.00057226352853673081 -0.0003963969759677847 -0.00010413395096935732 0.014573428035953668 0.086995873081828365 0.097996739927836113 -0.08279063283171377 -0.026267868407191166 0.0036574617379657283 0.00013932010375692898 0.0018447514210664789 0.0054968008407832013 -0.0038503755513139889 -0.0036540221752606548 0.0045053856624573032 0.0008191597030955827 -0.0012846754413512816 -0.00063691340899097565 0.0025906665709537133 -0.0038753986713209497 -0.00063967817799473513 9.938299597865978e-05 -0.095690318421153622 0.10010686585645222 -0.039572538544603159 0.0084228246475786788 -0.08553932592451563 0.044209616424289028 0.026967862035147394
leaf_weight=5.6330291663077707 0.5391059855526209 4.0831641759740309 1.012939242129282 1.0101499937995866 0.0214426587889881 0.011780706911849737 0.031855892375460826 0.012243081121113164 0.021304722033047563 0.54770854672658487 1.5082941260114313 0.57200116634735332 0.53466593251949546 0.54144438315567711 1.0355572011360958 0.61777454076781069 2.0359617476057115 1.5248863310356702 1.5144904506572068 0.5241197135198904 0.55289128453413283 1.018269659565276 19.17617434484367 0.022672327097723183 0.0094042215496301651 0.012762977539524378 0.020779672817218597 0.025094002117530802 0.008360516208991392 0.0031358843784375012
leaf_count=584 35 445 40 14 38 25 9 25 31 55 42 53 68 104 37 109 27 41 53 53 104 149 1386 12 3 64 656 94 131 146
internal_value=-8.09491e-07 0.000240733 0.000573535 0.00267036 0.00706508 0.0292607 0.0644345 -0.0120977 0.0140619 0.000158572 -8.77762e-05 0.000289726 0.00154143 -0.00159953 -0.000113524 2.56644e-05 -0.000886596 -8.178e-05 -0.000321782 -0.000665089 -0.001503 0.000458026 -8.54275e-05 -0.000703355 -0.0318021 -0.0135905 -0.0288363 -0.0445239 -0.00641221 -0.0730416
internal_weight=44.1835 14.0579 9.97471 1.64788 0.637733 0.0986271 0.0532986 0.0453285 0.0330854 8.32682 7.77912 6.22473 2.04296 1.55438 30.1256 25.5292 4.59641 3.56085 4.18177 3.60977 2.06738 1.54239 24.9114 5.73524 0.10221 0.0795373 0.0701331 0.0493534 0.0211235 0.0282299
internal_count=4633 1343 898 177 163 128 47 81 56 721 666 522 110 144 3290 3185 105 68 412 359 157 202 3076 1690 1106 1094 1091 435 195 240
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=31
num_cat=0
split_feature=0 2 3 3 2 2 2 2 0 0 1 3 2 1 0 4 4 4 3 2 3 0 1 0 4 1 1 2 2 4
split_gain=0.000155658 0.000416363 0.00155036 0.000543569 0.000890211 0.000556549 0.000441249 0.000425468 0.000342926 0.000218367 0.000406845 0.00108471 0.000682139 0.000316034 0.000327563 0.000355616 0.000271612 0.000583249 0.00143401 0.000478456 0.000454467 0.000741422 0.00148208 0.000787457 0.000589833 0.000570816 0.000374838 0.000373123 0.00048699 0.000435607
threshold=102.75018128760001 -0.078504999999999991 0.086375000000000021 0.078385000000000024 -0.156745 -0.21563499999999999 -0.16262999999999997 -0.088880000000000001 102.21786657775002 97.886760529650019 77.621163142300006 0.10821500000000002 0.011900000000000003 75.424692849750016 96.978061681550017 40.00488309970001 40.621691032550004 40.986363433950011 0.10176000000000003 -0.057599999999999998 0.093325000000000033 85.882794977150013 62.041548276350007 87.525442894850016 40.21994457600001 61.821094709650005 61.966271448700006 -0.060989999999999996 -0.053874999999999999 39.746231405950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 -2 -7 -5 9 13 11 -11 -13 14 16 -16 20 18 19 -18 26 24 -23 -24 25 -22 -1 -28 -29 -30
right_child=1 -3 -4 7 -6 6 -8 -9 -10 10 -12 12 -14 -15 15 -17 17 -19 -20 -21 21 22 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.0018702796016262617 -0.044514808747337688 -0.0013211857568906442 -0.10003634670273753 -0.015571738690995649 -0.073353491016406411 0.083065924637116748 -0.0076133692352613764 0.064986010862245897 0.00256623385445212 -0.0055863506920226921 7.2496080088250259e-05 0.0024874704239892312 -0.0026564292641805634 0.0017761613070493608 0.00011246626883707199 -0.0025274725580366974 0.0010915727784720722 3.5424151120297413e-05 -0.006155738268143883 -0.0026289825779671652 2.5177930129634368e-05 0.0051365979492330772 -0.00077391456082239699 0.0027012641419946045 0.0015597527132078912 -0.0040545866741499978 -0.0011267715284840561 0.0035238510672580855 -0.0010162860070764067 0.001095525154674794
leaf_weight=1.0225105066537876 0.0011749604860556064 0.51033898247002318 0.0020260356233427141 0.001070229968858743 0.0020133279934042578 0.0011572701345178103 0.0010005909857907693 0.00169234690812433 0.52255522673986021 0.54264388768986149 2.5817666311237919 0.51994671714092511 0.51133700492937351 1.0472619967354422 1.0131882161687706 1.0279667968190933 1.0201895370986449 20.361992646457438 0.54016472952207539 0.52275155339823265 0.86986232779054284 1.0538211831881201 1.5302121094118777 1.136171033029761 1.0220206821948066 0.56615388172858161 1.5906240988026183 0.52249705913709465 1.5870738981528667 2.5399451174404248
leaf_count=223 99 453 228 149 118 19 100 28 48 175 257 29 27 179 23 38 75 1626 17 28 45 22 25 163 20 19 222 14 105 59
internal_value=-6.18468e-07 -0.00171976 -0.0217903 -0.00223986 -0.0208516 0.0108643 0.0410183 0.0337777 1.9879e-05 -1.09721e-05 -0.000700054 -0.00196729 -6.30074e-05 6.25021e-05 1.51838e-05 -0.00121706 8.52724e-05 -0.000127623 -0.00172138 -0.000168959 0.000440788 0.00107124 0.00196169 0.000706892 -0.000276448 -0.00158328 -9.55293e-05 0.000195282 0.000647563 0.000283413
internal_weight=44.1731 0.520474 0.0101348 0.00810873 0.00534615 0.00333282 0.00215786 0.00276258 43.6527 43.1301 4.15569 1.57393 1.03128 38.9744 37.9271 2.04116 35.886 22.4451 2.08311 1.54294 13.4409 6.17824 3.7202 2.66638 2.45804 1.43602 7.26265 6.24014 4.64952 4.12702
internal_count=4633 1194 741 513 336 218 119 177 3439 3391 488 231 56 2903 2724 61 2663 1746 120 103 917 294 210 188 84 64 623 400 178 164
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=31
num_cat=0
split_feature=0 3 3 3 3 0 3 0 0 1 3 2 1 3 3 1 1 3 2 4 4 3 3 2 4 4 0 0 3 1
split_gain=0.000126366 0.000361678 0.00162205 0.00222203 0.00144698 0.000820989 0.00047179 0.000278272 0.000176775 0.000328926 0.000874688 0.000552471 0.000265779 0.000157862 0.000189643 0.000574702 0.000883012 0.000461644 0.000357992 0.000391086 0.000270982 0.000351833 0.000250705 0.000414305 0.00108559 0.00813987 0.0128395 0.000857316 0.00128509 0.00210568
threshold=102.75018128760001 0.080110000000000028 0.085715000000000027 0.090850000000000028 0.089835000000000012 109.03310793845002 0.087125000000000022 102.21786657775002 97.886760529650019 77.621163142300006 0.10821500000000002 -1.0000000180025095e-35 75.499969677400017 0.43380000000000013 0.11636500000000001 62.186725015400008 61.966271448700006 0.11148000000000002 0.13747000000000004 35.771221912400001 43.276780833950006 0.13026500000000005 0.091885000000000022 -0.08725999999999999 41.404176814550006 42.206017975500011 86.420486603250012 85.990333302400003 0.096480000000000024 62.020040611300011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 6 -5 -4 8 12 10 -10 -12 13 14 17 16 -16 18 19 -1 21 -17 -21 -24 27 26 -26 -25 -29 -30
right_child=1 2 3 5 -6 -7 -8 -9 9 -11 11 -13 -14 -15 15 20 -18 -19 -20 22 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=0.0027483967776010974 -0.0011511711031095401 -0.10003258386108108 0.042596468410946442 -0.10002250503023297 0.083489269180660935 0.0070572096861396946 -0.03952942367531017 0.0023137259596615351 -0.0050113963187628247 6.524558072631643e-05 0.0022425962522784736 -0.00238660484883866 0.0022588374619408273 0.0017344810408880019 -0.00021204122586599434 -5.4886375272973608e-06 -0.0037901113535440873 0.0029568703162437837 -0.0023828777458823188 -0.0001533253867723257 -0.00044233982599128002 0.0036680610528571434 -0.00039329152881244683 -0.0012238386832475008 0.058102560618112122 4.0915505969084268e-05 -0.012802188216220917 0.0001557101015882425 -0.00039431908919076834 0.0084191403130068308
leaf_weight=0.54243582602664986 0.50882634925550707 0.0020369363690581595 0.0010318129893171456 0.0023346314525676259 0.003008919916309416 0.001032755136553036 0.0021719245071746413 0.52167587529790793 0.54431785762048512 2.5816471442065119 0.51909483318908656 0.5121867783818741 0.54028789911308095 0.53293531148700068 2.0279738294756258 0.51266376846450634 1.0451784096071035 0.55210443251050989 0.59822795971596932 21.247121085442782 0.99792726683335775 0.53049734315767072 3.621457541115916 1.9170571025870708 0.064592871261993312 0.58259575530075836 0.042238854459810682 2.529202003970568 0.51267450911109314 0.57524723460164751
leaf_count=165 561 158 50 131 26 127 141 48 175 257 29 27 158 23 40 19 37 46 166 1726 7 44 196 36 24 81 30 46 9 50
internal_value=-4.85368e-07 -0.00154949 -0.0189962 -0.00176598 0.0336908 -0.0671819 -0.0130795 1.79831e-05 -9.78515e-06 -0.000629652 -0.00176825 -5.64999e-05 5.6337e-05 2.53737e-05 1.34039e-06 -0.000565029 -0.00142894 8.96904e-05 4.05796e-05 8.64085e-05 0.000735715 0.00186269 3.99673e-05 0.000457122 0.000951969 0.00469389 0.0300684 0.000485814 0.00139192 0.00426587
internal_weight=44.1718 0.520443 0.011617 0.00958004 0.00621266 0.00336739 0.00320374 43.6513 43.1297 4.15725 1.5756 1.03128 38.9724 38.4321 37.8992 5.11424 3.07315 32.785 32.2329 31.6346 2.04109 1.04316 31.0922 9.84507 6.22361 0.689427 0.106832 5.53418 3.61712 1.08792
internal_count=4633 1194 633 475 217 258 191 3439 3391 488 231 56 2903 2745 2722 147 77 2575 2529 2363 70 63 2198 472 276 135 54 141 105 59
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=31
num_cat=0
split_feature=3 3 4 0 0 4 0 1 1 1 4 4 4 3 4 0 2 3 2 1 2 2 0 0 3 4 4 4 4 3
split_gain=0.000107576 0.00035214 0.00026681 0.000179992 0.000356634 0.000297963 0.000468048 0.000172694 0.000726587 0.000524742 0.000865471 0.000436888 0.000721979 0.000710901 0.000664724 0.000526038 0.00116169 0.000413528 0.00032499 0.000311167 0.000663667 0.000289676 0.000580189 0.000561357 0.0127836 0.00152313 0.000285902 0.0027231 0.000828818 0.000345292
threshold=-1.0000000180025095e-35 -0.089139999999999997 38.396531328800009 86.162394622750014 85.562868459650019 41.289992964000007 93.843319501450011 62.020040611300011 62.009286778800011 62.041548276350007 41.909642283050012 42.844429421150004 40.518963363600001 0.090465000000000031 40.148327922700012 86.135510041400025 -0.064729999999999996 0.43380000000000013 -0.09715 61.987779113750001 -0.088274999999999992 0.18839000000000003 101.11291028615001 85.769879735700016 0.10453000000000003 44.578137159850009 41.184662530950007 40.986363433950011 41.362929270750008 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -5 8 11 10 -9 12 14 -13 -2 19 -17 21 -12 20 -14 23 -23 24 25 -11 27 -25 -28 -30
right_child=7 2 -4 5 -6 -7 -8 9 -10 17 18 13 15 -15 -16 16 -18 -19 -20 -21 -22 22 -24 26 -26 -27 28 -29 29 -31
leaf_value=0.00068867296952173284 0.00015131137790765038 -0.0004304913182972505 -0.0036197781039268074 0.0037941472089812432 -0.003015313752365939 -0.00028875540835858791 -0.00039204649884777126 0.0050598913058809451 -0.0038902878226089906 -0.10044066522018424 0.0020028334862283743 -7.6082048828236248e-05 9.0607694066778885e-05 0.0044426305512411902 0.0039727973422903412 -0.0046815498689139062 5.4238336490551803e-05 -0.0027072716536438281 -0.0015599511725291294 0.0019242061107722745 -0.0038253105412595825 -0.0037856045225529364 0.00023642121991254047 0.00025520642364246243 0.065604085421700195 0.0030248448817394753 -0.003930709889748224 0.0074486539295284884 0.00058927544999036159 -0.00056180583095957401
leaf_weight=0.51245493379313634 2.957197455402341 0.51335235737023521 0.53639270154855323 0.53481465698974906 0.5275492916992115 2.5244332557607607 0.5335332200057662 0.57380876482057175 0.53011859758316937 0.010295593737327802 0.50844503248845274 1.0317086108000806 2.0194812017507644 0.5254941036547941 0.5379797370169398 1.054039262555307 1.0184571506033533 0.52018544158261093 0.51572828786675007 0.52443639993387581 0.55084807630773625 0.55209619963656331 1.0236485584761656 12.417995145728895 0.010370966695589345 0.0016509683505674397 0.54602975969022693 0.54953491098255902 5.7244080883398105 4.7837908019258375
leaf_count=445 119 51 126 65 65 244 215 34 19 74 13 69 60 29 19 36 21 44 30 25 57 133 95 930 17 67 67 33 912 519
internal_value=-2.52549e-07 -0.000406399 -0.00206013 -3.16787e-05 -0.0011902 0.000303679 0.00170356 5.97131e-05 -0.00028055 0.000191581 0.00195073 -9.33041e-05 -0.000370521 0.0014488 0.000739517 -0.00112136 -0.00235431 8.40413e-05 0.000208773 -0.00029568 -0.000748614 0.000140716 -0.00117278 0.000226797 -0.0156256 -0.0861421 0.000241525 0.000560049 -0.00013213 6.5253e-05
internal_weight=44.1703 5.68253 1.04975 4.63279 1.04 3.59278 1.06835 38.4877 10.7498 27.738 1.59798 10.2196 8.66244 1.5572 3.49518 5.16726 2.0725 26.14 1.02417 3.09477 2.57033 25.6198 1.57574 24.0441 0.0223175 0.0119466 24.0218 12.9675 11.0542 10.5082
internal_count=4633 1211 177 1034 510 524 280 3422 454 2968 77 435 337 98 138 199 57 2891 43 142 117 2847 228 2619 158 141 2461 963 1498 1431
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=31
num_cat=0
split_feature=2 4 0 4 0 0 0 2 3 0 2 0 0 3 3 2 4 2 1 3 2 0 4 3 2 0 1 4 1 0
split_gain=0.000120866 0.00141697 0.00404671 0.000475966 0.00115637 0.000559541 0.000846034 0.000337208 0.00108073 0.00124955 0.000312153 0.000284544 0.00674633 0.00945731 0.0127174 0.00781637 0.00523789 0.00688206 0.00657654 0.00368879 0.00317298 0.00231678 0.00217653 0.00215121 0.00150254 0.00124167 0.000983775 0.000675408 0.000578072 0.000438344
threshold=-0.036264999999999999 34.823977857500005 101.91675926715001 39.476991512000005 98.031937268650012 85.882794977150013 86.036037090600004 -0.051199999999999996 0.086255000000000026 97.615226258450022 0.18839000000000003 94.047642319350018 95.217121606100008 0.090465000000000031 0.090665000000000009 -0.10040499999999999 37.892416320650007 -0.072755 64.953148431650007 0.10453000000000003 -0.14008999999999996 81.90387694410002 36.859113051050009 0.086555000000000021 -0.064729999999999996 90.189704902150012 73.007768990450018 39.896141435400004 57.492677119650004 87.261973998100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -3 -5 -7 11 -9 -10 -8 16 13 20 -15 -16 17 18 21 22 23 28 25 26 27 -20 -13 -18 -1 -29
right_child=1 3 -4 5 -6 6 10 8 9 -11 -12 12 -14 14 15 -17 24 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.028060627975470688 -0.054225760343302634 0.0051420295043707841 0.073051157282250076 -0.0031837265264670657 0.00012362379710171819 0.0041063896189542761 0.00010818799343519008 8.8475298037470513e-05 -0.0070620345226470429 -0.00013763383483908443 -0.0023265416301727865 -0.10007057050314344 -0.00026338358415302902 0.083140311912886941 0.015160221405596586 -0.10020446836384572 -0.0026749513787508515 0.087290108004442535 0.057445950457649331 -0.063749743380690976 -0.10018091587180074 0.089176244253461004 -0.033309930723745794 0.10003992360839348 0.0049736092060225674 0.0030352905533888525 0.016625916951604501 -7.5211795038038871e-05 -0.07617027625852045 0.0016089281201342954
leaf_weight=0.0010494564604433009 0.012872543726275134 0.65657043992385355 0.0030995628607773688 0.51935770889642796 1.5271436667283085 0.52165582924692344 10.257697771556101 2.5450075620779251 0.54196090172233524 0.50200727402241796 0.55507780091797165 0.0017758608260685085 5.7081733406500215 0.011834555887617171 0.011459079113080861 0.012047624265624668 0.93758351662047346 0.015295661854914926 0.008000482132381137 0.0099554343474324014 0.019462034357161762 0.011008912891219857 0.0084410299215311735 0.0013350910986034137 0.61246756684985371 0.0088153355061422189 0.0012177905706776126 17.448107108954808 0.0010793413322490787 1.6956554763171912
leaf_count=53 31 135 83 230 118 12 565 37 41 12 169 17 1338 3 26 39 118 13 22 13 167 34 17 2 72 21 75 851 99 220
internal_value=-2.01764e-07 0.000241953 -0.0295263 0.000275823 0.00163249 2.5897e-05 0.000172966 -0.00011321 -0.00102293 -0.00373234 -1.67997e-05 9.88064e-06 -0.000611488 -0.034215 -0.00140275 -0.0439663 0.000182523 0.0288261 0.0103308 -0.0121967 -0.0829576 0.0707101 0.00812383 -0.00552172 9.44277e-05 0.0289223 -0.0525995 -5.43841e-05 -0.0247864 7.39606e-05
internal_weight=44.1672 14.0535 0.0159721 14.0375 2.18371 11.8538 11.3344 30.1137 3.58898 1.04397 10.8128 26.5248 5.76731 0.059132 0.0353413 0.0235067 20.7575 0.0636457 0.04835 0.0352123 0.0237908 0.0131377 0.0252568 0.00432874 20.6938 0.0168158 0.00299365 20.0813 0.0021288 19.1438
internal_count=4633 1343 114 1229 253 976 746 3290 90 53 734 3200 1667 329 68 65 1533 272 259 73 261 186 60 94 1261 43 92 1189 152 1071
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=3 3 2 1 2 2 2 0 2 1 4 4 3 0 3 4 4 4 0 1 4 1 3 0 1 4 1 3 2 1
split_gain=0.000124462 0.000532362 0.00120175 0.0109464 0.0102508 0.0229126 0.00912717 0.00984249 0.00707454 0.00515622 0.003301 0.00205376 0.000471472 0.000429863 0.000779414 0.00963831 0.00905656 0.00639781 0.00426692 0.00396851 0.00158176 0.00134683 0.0010261 0.000483844 0.000273884 0.000199244 0.00101608 0.00155625 0.0190841 0.00810097
threshold=0.082535000000000011 0.084565000000000015 -0.0098449999999999979 61.950140699950005 -0.043559999999999995 -0.074029999999999999 -0.082404999999999992 90.321439350550008 -0.102645 69.633754036750005 42.283941020600004 42.527280425250005 0.081775000000000028 86.681267041950008 -0.24665999999999999 39.571921479100006 41.741384785950011 41.909642283050012 85.823648898300021 61.971648364950006 48.109449608500007 61.950140699950005 -0.078164999999999998 86.345209775600011 62.057679025150001 42.498713093000006 62.425997789000007 0.10020000000000003 0.04932000000000001 76.279622535200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 -2 5 6 7 8 11 -9 -11 -5 13 14 24 -16 18 -18 19 -17 21 -19 -21 -20 -1 -3 -27 28 29 -28
right_child=1 25 -4 4 -6 -7 -8 9 -10 10 -12 -13 -14 -15 15 16 17 20 23 22 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00068093458493808225 -0.00079284712072056273 0.00012381142520045521 -0.00026412261402561387 -0.028863819955565979 0.10011034911234098 -0.10097824724178939 0.08815000694907861 0.084521207511841709 -0.082290483126052708 -0.076823025371710887 0.036452134697792585 0.098915533923136623 -0.0031936002626945128 0.00015341176683828726 -0.00030685954574800347 -0.10032750918865557 0.098939019891495922 0.014712063967589449 -0.10034603185057832 0.098158913062458109 0.018946334539097023 -0.086967828328636601 0.0015814277413957311 -0.075353339480335541 -0.0021555363255696186 0.00036551484567655412 -0.070414328940476667 -0.00030118414783835036 -0.00012857078371340732 0.026500211978622762
leaf_weight=1.0194748162246332 0.50757433558555931 25.46966572144623 1.003915336557788 0.001957389486733521 0.019411124118711598 0.013324951334685475 0.026766706519993022 0.018002965545747429 0.012971226324225427 0.0038369253487100484 0.0078074485537982241 0.0035195699634087418 0.52978067888441316 9.1870641375635564 0.50620146153592682 0.0025613782664253007 0.0060510511932534436 0.0017787341444617504 0.014928026043733666 0.0025082864522119044 0.0041472354386868915 0.0048675165467324533 0.0019595794205997672 0.016100376931717619 0.51106914060351005 3.6634590055930616 0.058789572648892841 1.0177272770593626 0.51076491382856148 0.010107927680959694
leaf_count=200 15 1645 45 12 8 6 9 11 15 37 24 60 108 1343 105 22 9 88 26 60 49 68 14 15 28 217 141 65 46 142
internal_value=-2.30093e-07 0.000101202 0.00186854 0.00534887 0.0343213 0.0198402 0.0413451 0.0152966 -0.0420511 0.0509815 -0.000873044 0.053249 -0.000278106 -0.00014116 -0.001435 -0.00462316 -0.0444197 0.0166292 -0.0714404 -0.00109074 -0.0295154 -0.0597553 0.0558006 -0.0873775 -0.000266201 8.08725e-06 -0.000552175 -0.00265681 -0.00679264 -0.056196
internal_weight=44.1581 32.3496 1.61909 0.615173 0.107598 0.0881872 0.0748622 0.0480955 0.0184482 0.0296473 0.0116444 0.00547696 11.8085 11.2787 2.09165 0.561104 0.0549022 0.0168445 0.0380576 0.00702924 0.0107935 0.00664625 0.00446787 0.0310284 1.53054 30.7305 5.26085 1.59739 0.579662 0.0688975
internal_count=4633 2498 242 197 182 174 168 159 87 72 61 72 2135 2027 684 456 351 214 137 96 205 156 74 41 228 2256 611 394 329 283
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=0 2 3 3 2 2 2 0 0 1 1 3 0 3 2 4 2 1 0 1 1 1 3 0 2 3 3 2 3 2
split_gain=0.000111651 0.000337429 0.00137508 0.000460052 0.000767939 0.000466016 0.000359083 0.000249266 0.000128541 0.000366274 0.000225409 0.000735716 0.000419419 0.000174406 0.000176775 0.00220572 0.00442985 0.000918817 0.00903705 0.00804768 0.00200244 0.00348707 0.000727346 0.00228443 0.000781584 0.000232443 0.000339647 0.00131257 0.00210483 0.000592274
threshold=102.75018128760001 -0.078504999999999991 0.086375000000000021 0.078385000000000024 -0.156745 -0.21563499999999999 -0.088880000000000001 102.21786657775002 97.886760529650019 75.499969677400017 78.728807892050014 0.10821500000000002 99.403050915200012 0.43380000000000013 0.13747000000000004 34.424709467050008 -0.117885 61.944763783650011 88.350799540950007 64.369753017350021 69.873026810350026 66.439865777750015 -0.27651499999999996 89.711159354950013 -0.23353499999999996 0.11636500000000001 0.096480000000000024 -0.070854999999999987 0.11071500000000002 -0.086139999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -5 8 9 13 11 -10 -13 14 15 16 -1 -16 -19 -20 21 -21 23 24 -17 26 -24 29 -29 -28
right_child=1 -3 -4 6 -6 -7 -8 -9 10 -11 -12 12 -14 -15 17 22 -18 18 19 20 -22 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=-0.089398407685669659 -0.040744834681141061 -0.0011092131977998158 -0.1000308352340001 -0.01293798384622803 -0.069697927357015813 0.038517345822374018 0.062602820079624838 0.0021907594658357788 -0.0043645605932705524 0.0026304732750490382 4.5881427561748481e-05 0.0020980577393607982 -0.0019222412350934589 0.0018069425791689129 -0.00018857285582379272 -0.039501465592677289 0.070270771621323086 -0.057458003523987639 0.10021156774369443 -0.036260450038114886 -0.038732980861773209 0.031389492181425747 -3.0043288139223703e-05 -0.10012022479763712 0.054779245604200145 -0.00062251852772507172 0.00097830937750966601 0.0074600404972292259 -0.00095780568000481585 -0.001663422033338152
leaf_weight=0.0021013209512169501 0.0011520936802675097 0.51047678517332828 0.0017558060218517205 0.0010548537601067767 0.0019085297768152779 0.0020827153837175705 0.001559668693101042 0.52124826550365 0.56664966508357295 0.5412410292664579 2.5542615073165109 0.52619397142689173 0.51198689157678245 0.5330993158952485 0.54915111285342444 0.0014275400324106381 0.010038272896310881 0.028228642744354993 0.0087295089615508914 0.011603353012986872 0.012463119253112609 0.022192421024401554 27.398228324411143 0.0028765546222899729 0.0022894762653088386 5.0855907189942391 2.1073291088721078 0.67178411812711292 0.53249043981691813 1.4209328745214409
leaf_count=92 99 453 228 149 118 119 28 48 224 158 191 31 42 23 39 39 34 37 3 29 46 54 1826 17 68 114 132 107 24 61
internal_value=-3.0236e-07 -0.00145697 -0.0201168 -0.00203017 -0.0193924 0.0102877 0.0321252 1.70616e-05 -9.22636e-06 4.72114e-05 -0.000537656 -0.00146642 0.000115416 1.08013e-05 -1.44848e-05 1.36721e-05 0.0426326 -0.00167242 -0.0114644 0.0121467 -0.00447196 0.00816274 -2.27269e-07 -0.0332104 0.0185702 5.65654e-06 0.000105083 0.000887373 0.00373795 -8.55921e-05
internal_weight=44.1421 0.51999 0.00951367 0.00775786 0.00514334 0.00323481 0.00261452 43.6221 43.1009 38.9418 4.15909 1.60483 1.03818 38.4006 37.8675 37.2351 0.0121396 0.632368 0.083217 0.0549884 0.0462589 0.0337958 37.2229 0.00659357 0.00371702 37.2164 32.1308 4.73254 1.20427 3.52826
internal_count=4633 1194 741 513 336 218 177 3439 3391 2903 488 297 73 2745 2722 2514 126 208 169 132 129 83 2388 124 107 2264 2150 324 131 193
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=3 3 1 4 1 4 4 1 2 4 0 0 4 0 3 3 0 1 0 0 4 4 1 0 0 3 2 2 3 2
split_gain=0.000113666 0.000901121 0.00138728 0.000460274 0.00113284 0.00109079 0.00129354 0.000903473 0.000894871 0.00822695 0.00695276 0.00619309 0.00238108 0.000272982 0.000254982 0.000561952 0.000466397 0.00105797 0.000411639 0.00106782 0.000959111 0.00990657 0.0137789 0.0128958 0.0035594 0.000426587 0.000998925 0.000516127 0.000380384 0.000303904
threshold=0.10453000000000003 0.10646500000000002 80.677940036650014 41.444941515100005 62.079186690200011 40.986363433950011 40.574766824850009 62.084563606450011 0.20852500000000004 36.654713368950006 99.198728097250012 87.028078140750011 39.262923716450011 85.968825637350008 0.091510000000000022 0.090665000000000009 97.491557184450016 77.621163142300006 85.990333302400003 86.135510041400025 41.243661560350013 42.546237522150008 62.084563606450011 89.861713010250014 90.767723400200012 0.096715000000000009 -0.09715 -0.077085000000000001 0.09721500000000001 -0.072755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 5 -5 6 7 13 9 -9 11 -11 -13 -3 15 -1 18 -18 29 -20 25 22 -22 -24 -25 27 -27 -21 -19 -16
right_child=1 3 -4 4 -6 -7 -8 8 -10 10 -12 12 -14 -15 16 -17 17 28 19 20 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-2.4874036970297974e-05 -0.0066033455035281758 0.00072247637158532208 0.00068855443691784313 -0.0050220425276307637 -6.6807404979053384e-05 0.0035202099791064503 -0.0047031317333085382 9.9658527190222751e-05 0.0013637876727566492 -0.069101416666443885 -0.10044353899665646 -0.021688664321497488 0.027168446125830428 0.0030255391909154035 0.00074923368071188419 -0.0032493344714667957 -0.0047541367361160812 0.0026299846667065981 0.0054971696291220206 0.002457747519126367 -0.084420682596251864 0.0023967896900761263 0.037159629592064224 -0.018064849661084834 -0.088417214872384506 0.00081193071463943063 0.0060585643437017318 -0.00028649872565044787 -0.0012024148290201201 -0.0011282974205564444
leaf_weight=23.327413406559796 0.53960037505902381 1.0275305341347127 0.5051525791575554 0.54336878473319705 3.0569074131033487 1.0550553879465949 0.52893293989606949 0.51157624447125616 0.51472067260538434 0.018372276708987556 0.013582233399839216 0.021473418612963036 0.01862892179608977 1.0311272797989657 1.8872347649294812 0.55330635255202665 0.52842831796311118 0.52631698205972244 0.54124074256105803 1.037342332383844 0.033290278952335828 0.549191609011487 0.033746262255590409 0.014095500810071826 0.01468246197237022 1.0275740886338764 0.56100554915429501 2.0197382516127504 0.50989659882214933 1.5871220341042152
leaf_count=3283 42 35 18 53 112 23 18 58 26 13 48 33 18 13 71 109 60 133 16 38 28 63 13 5 39 35 52 35 75 68
internal_value=-2.25077e-07 -0.000309011 -0.00307761 3.77588e-05 -0.000814672 0.000685088 -0.00012643 0.000640361 -0.00167565 -0.00435621 -0.0359911 -0.0210204 0.00100715 0.00187602 8.31746e-05 -9.95834e-05 0.000484649 -0.00111279 0.000753224 0.00126656 0.000833765 -0.00277968 -0.0324503 -0.00477922 -0.0539585 0.00133546 0.00266477 0.000644691 0.00074415 -0.000108442
internal_weight=44.1377 9.38603 1.04475 8.34128 3.60028 4.741 3.68594 3.15701 1.09835 0.583633 0.0720569 0.0584746 0.0401023 2.05866 34.7516 23.8807 10.8709 1.56464 9.30626 5.83191 5.29067 0.645006 0.0958145 0.0625242 0.028778 4.64566 1.58858 3.05708 1.03621 3.47436
internal_count=4633 510 60 450 165 285 262 244 196 170 112 64 51 48 4123 3392 731 268 463 324 308 148 85 57 44 160 87 73 208 139
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=31
num_cat=0
split_feature=4 3 3 3 4 0 4 1 4 1 2 3 4 3 2 4 2 0 0 4 1 3 1 0 4 0 2 3 4 4
split_gain=0.000112069 0.000379058 0.00197903 0.00122655 0.000353605 0.00105624 0.00055431 0.00134068 0.000491283 0.000478941 0.000608612 0.00128738 0.000470278 0.000963687 0.000625218 0.000544509 0.00141836 0.000301117 0.00118619 0.0104993 0.00777319 0.0112799 0.00330656 0.000678063 0.00054689 0.000334955 0.00028736 0.000281894 0.00175137 0.000976305
threshold=38.474425342400004 -0.42796999999999996 -0.55393499999999996 -0.57039999999999991 40.165165956550005 86.103248543850015 40.003678352300007 62.084563606450011 40.542362378300005 63.910026677050006 -0.070854999999999987 -0.15544999999999998 39.354247760400007 0.091385000000000022 0.04932000000000001 39.955516828000007 0.067985000000000018 93.843319501450011 85.431134011250023 35.119813570500007 64.730006406800015 0.10336500000000003 66.235542959850008 96.631250582750013 37.140760352250005 99.013224486300018 -0.025719999999999996 0.10307000000000002 40.986363433950011 41.319407281650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 -2 5 -3 12 -8 9 10 -6 -12 13 14 -7 16 -14 18 -1 -20 -21 22 -22 -19 -24 -25 -11 -10 -29 -30
right_child=1 4 -4 -5 8 6 7 -9 27 26 11 -13 15 -15 -16 -17 -18 23 19 20 21 -23 24 25 -26 -27 -28 28 29 -31
leaf_value=-0.00021710590957135057 -0.052518200737242282 -0.0048911961756731674 -0.10011809260862144 0.076843358545724549 0.00064784502005110864 -0.005326735948672924 0.00020902948188682418 -0.0059543377842100386 9.5610020664143927e-05 0.00066820654012519475 9.7546818695610468e-05 0.0070871419148722751 0.006191532797590351 0.0022729645773256479 -0.00039397076015631403 -0.00014135668172775612 -0.0010537511217172336 -0.0033956540609083514 -0.00082384615556851709 0.084503273050792485 -0.039216917118446465 0.065874136257690688 0.026516234523585813 0.0011836036614997262 -0.0016668306293635882 -0.0010358819666371974 -0.0022220211143118159 -0.0061042185148175217 0.0038260197765735294 -0.00058098312082038026
leaf_weight=1.4078312419918941 0.0012248911281902419 0.559537572233192 0.0021657217490198546 0.00182499663954927 1.5170628343319381 0.5237906000304251 1.0058690792648115 0.54369851726670271 21.847088866162455 1.0330375254201287 0.50104318198282272 0.55585395855223907 0.57700892958829297 0.55199343558199609 0.50438063175902581 1.5013953620918414 0.50814075196511799 0.54124257709083101 0.51736490989145867 0.023521754425019026 0.022175107015129925 0.031679560058478273 0.014005884248490474 2.0406859178549084 0.013543148196504262 1.0197333856540338 0.5157479243640023 0.54094676694666066 0.55710708630363104 5.1462447679209147
leaf_count=231 38 69 51 13 32 68 6 73 2593 54 6 38 127 89 23 14 49 98 44 27 26 23 18 59 22 461 24 26 26 205
internal_value=-6.19787e-07 -6.1575e-05 -0.0270185 0.0248894 -5.79221e-05 -0.000744633 -0.000338746 -0.00195352 7.58598e-05 0.00109524 0.00193131 0.00377358 0.000261775 -0.00109745 -0.00290691 0.00109215 0.0027988 0.00041603 0.00138998 0.00502574 0.0338688 0.0192379 -0.0104744 -0.000132948 0.0126614 0.00044407 -0.000294244 -7.37463e-05 -0.000666278 -0.000150504
internal_weight=44.1269 38.4952 0.00521561 0.00304989 38.4899 6.27581 5.71628 1.54957 32.2141 4.12275 2.57396 1.0569 4.16671 1.58016 1.02817 2.58655 1.08515 5.63178 2.03012 0.62229 0.104925 0.0814037 0.0497241 3.60166 0.027549 3.06042 1.54879 28.0914 6.2443 5.70335
internal_count=4633 3624 102 51 3522 518 449 79 3004 154 76 44 370 180 91 190 176 1009 391 160 116 89 66 618 40 520 78 2850 257 231
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=3 3 4 1 1 1 4 2 2 3 3 3 3 3 3 2 4 2 2 0 0 3 4 4 1 4 4 1 1 4
split_gain=0.000113721 0.000384498 0.00105811 0.000207703 0.000924181 0.000420582 0.000864448 0.000398673 0.00101679 0.000431414 0.000540847 0.000354055 0.00175401 0.000443724 0.000330864 0.000302317 0.000287907 0.00029038 0.000277388 0.000584194 0.000445933 0.0112678 0.00270486 0.00324569 0.00166966 0.000276974 0.00231105 0.000686051 0.00160863 0.00117701
threshold=1.0000000180025095e-35 -0.098985000000000004 38.474425342400004 62.020040611300011 62.009286778800011 62.041548276350007 41.909642283050012 -0.095074999999999993 -0.11963999999999998 0.11636500000000001 0.11148000000000002 0.10307000000000002 0.091510000000000022 0.087795000000000026 0.43380000000000013 -0.09715 39.525197829750006 -0.083004999999999982 0.18839000000000003 101.11291028615001 85.769879735700016 0.11458500000000002 42.686561923500008 42.844429421150004 64.294476189700006 41.184662530950007 40.986363433950011 62.095317438950012 62.132955852800002 42.477827694800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -5 8 -2 10 11 12 13 16 18 -8 -9 -18 20 -20 21 22 -7 -24 -25 26 -22 29 -29 -27
right_child=3 2 -4 5 -6 14 15 9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 25 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=9.0480088902676563e-05 0.00027265304226596306 0.00015219812879972149 -0.0052965971762086658 0.0048921703798077143 -0.004393648962491197 -0.10044285022505504 0.0017723566241558274 -0.0015011649196538682 -0.0051390188355366255 -0.00093092002332722547 0.0037058555406027783 -0.00057115417340568612 0.0060223804303777585 -0.0026917647914147576 -0.0023878650459886203 -0.0016659746183104751 0.00024997990272742488 0.0031159035005364571 -0.0037542768755299003 0.00028646587585236905 0.00029057236316743954 0.096604827717833186 0.1000306142099075 -0.10004771221800222 0.038204411211435266 -0.0057685604749065098 0.0069290004785737937 0.0054003475863096933 -0.00015780299166190829 0.00080957640297904575
leaf_weight=4.1082500238675062 1.0123299996770097 1.0208713168207533 0.54754567651354036 0.57289254632633202 0.52745585028833453 0.0083151191124287704 0.50766161189176262 0.50376580150065153 0.52841549396073428 2.5488452850851786 0.51893965530863528 2.4480461783537066 0.57569996513437871 0.5201918522747907 0.51979537016445476 0.51527926169728733 1.0140201622234577 0.54278120106727823 0.54997711476815303 1.0239244890040986 12.410685397971452 0.006342002677911295 0.0017990367487072953 0.0030289971370223157 0.0012275652602848908 0.54652869504661683 0.54755602388405655 0.5512475230570989 9.3993352647666146 0.54150803550567161
leaf_count=945 87 85 181 34 19 49 13 19 52 40 11 33 73 47 44 30 16 57 133 95 930 4 2 36 67 35 33 79 1351 33
internal_value=-2.3295e-07 -0.000418034 -0.00175002 6.14541e-05 -0.000311857 0.000206166 0.00178214 -0.000101051 -0.00158334 0.000162297 0.000617342 0.000331366 0.00103133 -8.20422e-05 0.000109847 4.03887e-05 0.000576784 0.00124919 0.000160579 -0.00112551 0.000244858 -0.0144217 -0.0634193 -0.0125813 -0.0601767 0.000257517 0.000571082 -0.000110576 0.00015011 -0.00249467
internal_weight=44.1243 5.67667 1.56842 38.4476 10.7405 27.7071 1.59583 10.213 1.54075 8.67229 6.12344 5.60451 3.15646 2.58076 26.1113 1.02294 2.06057 1.5568 25.5915 1.5739 24.0176 0.0207127 0.0143707 0.0060556 0.00425656 23.9969 12.9582 11.0386 9.95058 1.08804
internal_count=4633 1211 266 3422 454 2968 77 435 139 296 256 245 212 139 2891 43 92 73 2847 228 2619 158 154 105 103 2461 963 1498 1430 68
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=2 3 3 3 3 2 3 3 3 0 1 4 4 2 1 1 4 1 2 3 0 2 4 3 1 3 2 3 4 3
split_gain=0.000117703 0.00152571 0.00201176 0.00300586 0.00416167 0.000555035 0.00123419 0.000431341 0.00035886 0.000381983 0.000505792 0.000466342 0.00117658 0.000532674 0.00618236 0.00541372 0.0074476 0.00262634 0.000343369 0.000434403 0.000388989 0.000382906 0.000807563 0.000336016 0.000895766 0.000444483 0.00180694 0.00124362 0.000273491 0.00802751
threshold=-0.033594999999999993 -0.17949499999999999 -0.24748499999999998 -0.26568999999999993 -0.27297999999999994 0.63131000000000015 -0.24360999999999999 0.079395000000000021 0.43380000000000013 85.866664228400012 61.944763783650011 38.474425342400004 34.969856643350006 0.09450500000000002 76.871083323950003 62.046925192600007 42.027798546600003 70.077349628250019 -0.029285000000000002 0.092185000000000031 96.082805124100005 -0.025719999999999996 40.165165956550005 0.11636500000000001 61.998532946250002 0.10646500000000002 -0.091639999999999985 0.10526500000000003 43.384297312450009 0.086555000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 3 4 -2 6 -4 -3 9 -9 -11 12 -12 18 15 -15 17 -17 -13 20 -20 -21 -23 25 -25 27 -27 28 -1 -30
right_child=1 7 5 -5 -6 -7 -8 8 -10 10 11 13 -14 14 -16 16 -18 -19 19 21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-5.9172668975357256e-05 -0.10002987278546055 -0.0017463457010660662 0.09384708205787945 -0.078208284585983237 0.099781516804737541 0.10001537556659593 -0.022436303483823642 -0.0022700264658684251 0.0029381099473281113 0.0034120781020368302 -0.0012743070486589249 0.0026962811934241986 0.0053312988166254885 0.032310130728904207 0.00060078039991821343 -0.093588782779112256 0.001233561936903481 -0.026027727381875893 0.0031029913596329027 0.00023713846916827093 0.00030699109238180972 -0.00030478524742067863 -0.0050657299544732718 -0.00020381421921152615 -0.0046567651485222815 -0.00091253054200598105 0.0060926681150093587 -0.0050038052282623223 -0.00060434004828847086 0.051719383353601746
leaf_weight=25.28884138669094 0.0014358010744352718 1.0405496217937464 0.0021332017990634 0.0031801993209636037 0.0038042294235349772 0.0033868985192384571 0.001595351758050049 0.56804369503906826 0.52251500734433065 0.5271330871137242 0.51121295045158699 0.52345945448722986 0.57064398447445264 0.010560880531557015 0.52958097958757366 0.02342960371064251 0.02000990104685485 0.0076268420161795794 0.55217933621611592 1.5063590790232413 5.0322022085509905 1.0003885654285793 0.55334860918094353 2.0341138081280397 0.58072162835577179 1.0215605525033264 0.57573803082576791 0.50831841180076054 0.56594511781734236 0.030923439790672136
leaf_count=2033 88 263 14 28 18 8 40 128 18 16 56 15 82 6 116 60 43 22 55 12 154 11 75 41 124 55 57 19 861 115
internal_value=-1.32314e-07 0.000245662 0.0315656 -0.00151411 0.0450319 0.0707113 0.0440924 0.000209617 0.000372979 0.000260689 0.000387144 0.000240059 0.00220993 2.16875e-05 -0.00288763 -0.0328645 -0.0463431 -0.0769971 0.000209299 5.87018e-05 0.000583457 -0.000898927 -0.00200035 -0.000108668 -0.00119276 -7.39662e-06 0.00161246 -0.000105426 -9.23638e-06 0.00210652
internal_weight=44.1209 13.5148 0.0155357 0.00842023 0.00524003 0.00711545 0.00372855 13.4992 12.4587 11.9362 11.3681 10.841 1.08186 9.75915 0.591208 0.0616272 0.0510663 0.0310564 9.16794 8.64448 5.58438 3.0601 1.55374 30.6062 2.61484 27.9913 1.5973 26.394 25.8857 0.596869
internal_count=4633 1328 196 134 106 62 54 1132 869 851 723 707 138 569 247 131 125 82 322 307 209 98 86 3305 165 3140 112 3028 3009 976
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=1 4 4 2 0 2 1 0 2 4 0 2 4 4 4 2 0 0 2 2 0 4 2 1 2 1 0 3 2 2
split_gain=0.000131289 0.0022985 0.0025396 0.00141767 0.000733992 0.00155432 0.000741949 0.000440288 0.000402449 0.000618121 0.000446025 0.000152431 0.00113802 0.000757684 0.00038956 0.000607878 0.000446879 0.000482314 0.000303683 0.00026012 0.000968492 0.00119046 0.000265523 0.00242473 0.000373754 0.00045243 0.00111563 0.000414287 0.00114113 0.000485829
threshold=81.339300736700025 39.117456157700005 41.559097512700014 -0.16262999999999997 104.03526427400001 -0.11963999999999998 90.937096262400004 113.1679565431 0.20852500000000004 44.749265482150008 109.03310793845002 -0.036264999999999999 31.914316944300001 30.518512326550006 39.476991512000005 0.18839000000000003 85.882794977150013 86.036037090600004 0.20852500000000004 -0.051199999999999996 94.047642319350018 36.165040341950011 -0.064729999999999996 70.182199495350019 -0.072755 75.499969677400017 100.19345760555002 0.10385500000000002 -0.086139999999999994 -0.098419999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 -3 5 -4 7 8 9 -6 -11 12 13 -1 15 -13 -16 -18 -17 22 21 -21 24 -24 25 27 -27 -14 29 -29
right_child=1 2 4 -5 6 -7 -8 -9 -10 10 -12 14 19 -15 16 18 17 -19 -20 20 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0013229809119789146 -0.00015588983284671036 0.0035021548307394611 0.048336574129381742 -0.10012725868499238 -0.031386453746701327 -0.10007736361286115 -0.044618905150309862 -0.025401798746219947 0.067734758262924286 0.004183197585548709 0.074921816018630696 0.0042730669511638229 9.111716089865062e-05 -0.10010023105086059 -0.0027717330275018946 -0.0013474990068313318 0.0032062269652048713 8.3440793373047056e-05 0.0019899430725816183 7.7339268237464927e-05 0.00015769445192772969 -0.0066633644930634344 0.0061954081356542009 -0.0017391909239615529 -0.0025358310560752743 0.0050693353786153642 -0.0013443189094061575 -0.0027539702306858039 -0.0038626672607040926 0.00053866878347611803
leaf_weight=0.0012046684232526628 0.50418072454422969 0.0016729767921417338 0.0010537564495649576 0.0062586924188504228 0.0019553469580557703 0.0021360862072219581 0.002574526708171627 0.0020183442264177787 0.0018460976061760448 0.0018337732558464381 0.0017343743784294929 0.60030122717806023 19.015741357290509 0.001895580908238559 0.51996022507458306 0.54872843156044815 0.51833772576128367 10.795327651386332 0.5418842333831364 0.50025524944070843 2.5374034325272987 0.55012285839386976 0.61658900530838678 1.025990409339897 0.60151384715704992 0.56343461606349687 0.52292289404599579 0.54438431419316646 1.0489480747113784 2.5341886830064273
leaf_count=62 378 60 62 134 63 23 306 39 6 80 20 115 1658 30 230 20 12 474 89 2 32 46 77 54 79 161 166 80 35 40
internal_value=-1.41145e-07 -0.00156866 -0.0324251 -0.0782694 -0.00842736 -0.0510492 0.00293794 0.0159798 0.0273132 0.0138032 0.0385672 1.8832e-05 -0.000106592 -0.0606901 0.000297646 0.00171744 9.47713e-05 0.000226512 0.00031075 -0.000100344 -0.000899398 -0.00345302 7.9455e-06 0.00123929 -7.35077e-05 -1.23792e-05 0.0019821 -0.000106001 -0.00101414 -4.35688e-05
internal_weight=44.1164 0.527265 0.023084 0.00793167 0.0151523 0.00318984 0.0119625 0.00938794 0.00736959 0.00552349 0.00356815 43.5891 30.0646 0.00310025 13.5245 1.69091 11.8336 11.3137 1.09061 30.0615 3.58778 1.05038 26.4737 1.64258 24.8311 24.2296 1.08636 23.1433 4.12752 3.07857
internal_count=4633 1171 793 194 599 85 514 208 169 163 100 3462 2522 92 940 224 716 486 109 2430 80 48 2350 131 2219 2140 327 1813 155 120
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=4 3 3 3 0 0 4 1 3 1 0 4 0 4 3 0 2 2 2 2 2 2 2 0 2 4 4 2 4 4
split_gain=0.00011888 0.000311534 0.00181872 0.00108866 0.000290196 0.000878107 0.00883791 0.0070063 0.0096275 0.00272219 0.000578487 0.000430987 0.000331004 0.000253123 0.000565223 0.000181249 0.000891643 0.00089402 0.00996125 0.00174558 0.00241075 0.00086704 0.00386733 0.000684178 0.00120773 0.000602566 0.000856096 0.000579884 0.000380045 0.000550707
threshold=38.474425342400004 -0.42796999999999996 -0.55393499999999996 -0.57039999999999991 93.843319501450011 85.431134011250023 35.119813570500007 64.730006406800015 0.10336500000000003 66.235542959850008 96.631250582750013 37.140760352250005 99.013224486300018 39.262923716450011 0.092015000000000027 85.968825637350008 -0.068964999999999985 0.050115000000000014 -0.0057149999999999996 -0.053874999999999999 -0.043559999999999995 -0.040509999999999997 -0.017745 86.103248543850015 -0.083834999999999993 40.518963363600001 41.243661560350013 -0.54488499999999995 39.955516828000007 39.354247760400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -7 -8 9 -9 -6 -11 -12 14 -3 16 25 18 19 -18 -21 -22 -23 24 -17 -15 27 -27 29 -25
right_child=1 13 -4 -5 10 6 7 8 -10 11 12 -13 -14 15 -16 23 17 -19 -20 20 21 22 -24 28 -26 26 -28 -29 -30 -31
leaf_value=7.5155106088693699e-06 -0.048567801540311019 -0.0038507523623802528 -0.10010741759120718 0.075919712063255387 -0.003120667050718211 -0.00076152582260691735 0.081725050084430151 -0.035912326247678941 0.062081761961406648 0.023876343613331144 0.0011589888504611593 -0.0012510211170755515 -0.0010475074542157028 0.0032213079929230021 0.00071276673551906708 -0.00091973133242907615 -0.027079391281401285 -6.6420689563331638e-05 -0.0010101905098161034 -0.10044173846888434 -0.015045133083373078 -0.10023228405091356 0.011506498303581011 -0.0012186272552484429 0.0058186591178588064 -0.0004525078331510971 0.00039527222624875986 -0.0052267303644529936 -8.9740249653642111e-05 0.0027710893897563808
leaf_weight=1.4099116832453984 0.0011923310825964206 0.5418652781747294 0.0019493976496453005 0.0017099488970685472 0.54207454727390025 0.51734700127848743 0.021825577277923003 0.021827068672166661 0.030306691026908084 0.013812689038331882 2.0401188858231696 0.013495236156586543 1.0196818757046098 0.53336094312609184 0.54376437460244842 0.51317453930173862 0.036298272460562914 0.50693542305365147 0.50405053865345495 0.009788464684635987 0.0082255524176808349 0.007918990883242636 0.005087299948087866 0.50813744648023096 0.55219567417896154 0.49851012974977493 3.6008116615061381 0.51956993238462679 28.504986646113139 1.0840497521308785
leaf_count=231 38 110 51 13 98 44 27 26 23 18 59 22 461 30 79 31 28 72 70 8 6 28 28 15 44 2 420 99 2276 176
internal_value=-1.50074e-07 -6.29412e-05 -0.0254014 0.024777 0.000429025 0.00138567 0.00452668 0.0315427 0.0177557 -0.00958476 -0.000109744 0.0114587 0.000423672 -5.97463e-05 -0.001565 -1.60444e-05 -0.000508419 -0.00312335 -0.00583554 -0.0419656 -0.0593845 -0.040456 -0.0565266 8.23996e-05 0.00257287 3.88547e-05 -0.000328635 -0.002889 -5.75722e-06 0.00149779
internal_weight=44.114 38.4836 0.00485168 0.00290228 5.6304 2.02853 0.618614 0.101267 0.0794417 0.049135 3.60188 0.0273079 3.0598 38.4787 1.08563 37.3931 6.23056 1.0783 0.571369 0.0673186 0.0310203 0.0212318 0.0130063 31.1625 1.06537 5.15225 4.61889 1.01808 30.0972 1.59219
internal_count=4633 3624 102 51 1009 391 160 116 89 66 618 40 520 3522 189 3333 791 240 168 98 70 62 56 2542 75 551 521 101 2467 191
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=31
num_cat=0
split_feature=0 3 3 3 4 0 3 3 0 0 1 1 2 2 0 2 2 2 2 1 3 4 2 2 4 2 4 3 0 0
split_gain=9.92999e-05 0.000314426 0.00146423 0.00199787 0.00129978 0.000547776 0.000430835 0.00086024 0.000235781 0.000143177 0.00031391 0.00372696 0.00324116 0.00992105 0.00317162 0.00928988 0.0034319 0.00387548 0.00239487 0.00151258 0.000197115 0.000338431 0.000190605 0.000349537 0.000188528 0.000578227 0.000497466 0.000617113 0.000387628 0.000372283
threshold=102.75018128760001 0.080110000000000028 0.085715000000000027 0.090850000000000028 40.890797847750008 107.99805155820002 0.089505000000000015 0.08729000000000002 102.21786657775002 100.35207663525001 75.981203682750007 76.279622535200005 0.13747000000000004 -0.025719999999999996 100.19345760555002 -0.071969999999999992 -0.083834999999999993 -0.092084999999999986 -0.14510999999999999 78.27445846800002 0.084805000000000019 37.817254840650008 0.20852500000000004 0.13747000000000004 38.474425342400004 -0.040509999999999997 39.476991512000005 0.093325000000000033 90.60910437050002 96.631250582750013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 -4 -5 7 -6 9 10 22 -12 13 14 15 16 17 18 19 -13 -11 -22 23 24 25 28 27 -26 -1 -30
right_child=1 2 3 5 6 -7 -8 -9 -10 20 11 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0019498408984129864 -0.00101989774735415 -0.10002835069920557 0.08375807050760363 -0.10002005779718021 0.027895765819016035 -0.010081547451579194 0.042209300897489074 -0.10005518746500303 0.0021313174733277062 -1.6391872953037719e-06 -0.00042095494290110249 -0.079178763124790164 0.066598193726512267 -0.10022101876697465 0.09648122364491668 -0.10024298997195749 0.084528750864242649 -0.086764441860929367 0.065860728282195038 0.043091828238460778 7.6764401314999826e-05 -0.0035134608803011843 0.0018487859627830145 -0.0024552669463165492 -0.0045676238202930373 0.0036439147781593185 6.7555420109678915e-06 0.00019464754611115767 -0.0027880435482520163 0.00017182187392779521
leaf_weight=0.91229691552225123 0.50862175152533262 0.0018209476072018971 0.0026786439327277402 0.0019175632851091695 0.001035022070204894 0.0010469108130877099 0.0010174464765704272 0.0010672774956370645 0.52077301397790066 1.5073588213322264 0.5123363818647001 0.0023334303708450995 0.014723203227276827 0.0066572560870803424 0.0063498608560621497 0.0054330740912220702 0.01150849763109818 0.0031329938374256008 0.0090195030152244726 0.0017862553053906716 0.50620019038639241 0.545505437178889 0.5518341461701145 0.58196085110257811 0.53941191168590907 0.55971030255578069 33.684813595577609 0.5490944838870746 0.53822155870272226 2.0189968589996377
leaf_count=272 561 158 76 114 41 144 14 86 48 125 13 54 26 49 4 26 10 8 13 48 26 103 146 78 59 65 2063 55 105 43
internal_value=-1.03975e-07 -0.00137489 -0.0184344 -0.0014789 0.0326625 -0.0682581 -0.0112087 -0.0370613 1.62714e-05 -9.30307e-06 3.65235e-05 0.00235992 0.0257378 0.0127222 0.0317268 0.0193469 0.0427352 0.0131767 0.0370073 -0.0261634 -0.000734731 -0.00178544 3.17144e-06 -2.26883e-05 1.37955e-05 0.000661341 -6.12364e-05 -0.00216531 0.000180186 -0.000451145
internal_weight=44.1087 0.519206 0.0105838 0.00876286 0.00579839 0.00296447 0.00311975 0.0021023 43.5895 43.0687 40.5096 0.57328 0.0609441 0.0462209 0.0395636 0.0332138 0.0277807 0.0162722 0.0131392 0.00411969 2.55906 1.05171 39.9363 39.3845 38.8025 4.02923 34.7733 1.08851 3.46952 2.55722
internal_count=4633 1194 633 475 217 258 141 127 3439 3391 3137 251 238 212 163 159 133 123 115 102 254 129 2886 2740 2662 485 2177 114 420 148
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=31
num_cat=0
split_feature=2 3 3 2 4 3 4 3 2 2 4 2 0 3 3 2 1 1 0 4 3 1 0 0 0 4 0 0 4 4
split_gain=9.87117e-05 0.000323576 0.00024853 0.000534822 0.00187276 0.00458294 0.0067995 0.0149796 0.00519852 0.00214191 0.000827667 0.000651942 0.000399193 0.000332828 0.000358761 0.00028546 0.000459972 0.000428872 0.00116096 0.000207218 0.00481185 0.00705564 0.00428512 0.00667617 0.00257819 0.00138397 0.00133827 0.00220264 0.00201678 0.0017093
threshold=-0.036264999999999999 0.43380000000000013 0.25799500000000009 -0.0057149999999999996 42.243697547450004 0.10487000000000003 40.165165956550005 0.084565000000000015 -0.016014999999999998 -0.027754999999999998 42.759119507950011 0.048475000000000011 86.681267041950008 0.12376500000000003 0.10453000000000003 0.067985000000000018 62.057679025150001 72.327589083450007 90.321439350550008 43.426369480700011 0.086555000000000021 65.036490633650018 86.264556031700025 90.60910437050002 97.32487278035002 48.109449608500007 96.082805124100005 95.44832900530001 45.205561619650005 44.131787411600008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 4 5 6 7 -2 9 -8 -6 12 -5 14 15 17 -17 18 -13 -1 22 -22 -21 -24 25 -23 27 28 -25 -28
right_child=1 -3 -4 11 10 -7 8 -9 -10 -11 -12 13 -14 -15 -16 16 -18 -19 -20 20 21 24 23 26 -26 -27 29 -29 -30 -31
leaf_value=-0.00013949231657348386 0.064525454709104021 0.0026634121564787163 -0.0013776860283196656 -0.00073649898046734092 -0.0034887889216452051 0.0029351157992340239 0.044178190432552222 -0.072292625003400321 0.0024784953996209768 0.094758413784172574 0.0021128880757230436 -0.00068544909314142933 -0.0041035630571352741 0.0027774607324397328 -0.0023435247668413197 0.002629491395987242 -0.00037133625349458638 0.00013184656007394731 0.0060192232043188784 0.0017190686466748055 0.076161864768602816 -0.1000538282112875 -0.10032771988047394 0.030761292950565247 0.036170464192020427 -0.0014816492018010895 -0.10008218106127811 0.082218789209540094 -0.10004783736249645 -0.0029486437705041426
leaf_weight=29.479370002727631 0.015220972532910104 0.52139623482020248 1.0181940111938281 1.0125314638899112 0.52308039759623348 0.54455839777801884 0.014577185459302089 0.016873171324235381 0.014906073200503411 0.019668572959517405 0.5320623837607108 0.50052900417202673 0.53984338496259443 0.51501581310458533 0.5366190940675083 0.56774633776413264 5.0924228233565909 1.5134286727723489 0.53357535519171506 0.53426951828325819 0.019563611746884035 0.0041197687428962126 0.01073541721444296 0.0032056287059276656 0.0040671974575052783 0.0021770439052488655 0.0024160612415471405 0.0039572650813468613 0.0018639968748597191 0.0072422701656208177
leaf_count=2313 16 19 21 74 41 21 16 32 17 48 97 75 149 37 63 61 470 70 16 249 26 56 25 84 37 6 75 12 115 292
internal_value=-5.13842e-08 0.000218959 0.000124625 0.000247068 0.00190645 0.00624057 0.0283957 -0.00740527 0.0517723 0.0732282 -0.000664108 -1.09241e-05 -0.00190741 0.000307031 0.000161529 0.00032531 -7.03366e-05 0.00120437 0.00277402 -0.000102243 0.00174759 0.0408215 -0.000326938 -0.0374818 -0.0258888 -0.0659737 -0.00137422 0.0263083 -0.0173345 -0.0272469
internal_weight=44.1052 14.0322 13.5109 12.4927 1.68095 0.625804 0.081246 0.0320941 0.0491518 0.0342458 1.05514 10.8117 1.55237 9.25934 8.74432 8.2077 5.66017 2.54753 1.0341 30.073 0.593618 0.0299276 0.56369 0.0294206 0.010364 0.00629681 0.0186852 0.00902689 0.00506963 0.00965833
internal_count=4633 1343 1324 1303 288 150 129 48 81 64 138 1015 223 792 755 692 531 161 91 3290 977 125 852 603 99 62 578 211 199 367
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=31
num_cat=0
split_feature=4 4 4 2 1 2 3 0 1 2 1 4 4 1 4 3 2 4 4 2 4 3 3 0 4 2 3 2 3 0
split_gain=9.95049e-05 0.000534403 0.000697149 0.0010543 0.000512691 0.000498131 0.000797999 0.000271826 0.000404867 0.000242751 0.000220925 0.000838483 0.00135433 0.000784682 0.000840259 0.000346271 0.000288631 0.000493157 0.000510403 0.00119583 0.0008176 0.00101373 0.00108362 0.00133707 0.000846052 0.000630705 0.000798982 0.00195729 0.00106495 0.000445451
threshold=40.542362378300005 40.165165956550005 40.003678352300007 -0.074029999999999999 63.910026677050006 -0.070854999999999987 -0.15544999999999998 85.823648898300021 61.821094709650005 -0.025719999999999996 61.993156030000002 42.844429421150004 41.444941515100005 61.950140699950005 40.890797847750008 0.090465000000000031 -0.095854999999999996 40.767054867700004 42.498713093000006 -0.085550000000000001 42.388109226950007 0.23724500000000004 0.098950000000000024 85.882794977150013 42.123054668150012 -0.083004999999999982 0.083395000000000011 -0.031989999999999998 0.08079500000000002 89.576736448400013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 -3 -7 8 -1 -6 11 12 13 -2 -15 -13 -12 -18 20 -20 21 22 24 -24 29 -21 28 -28 -27 -19
right_child=10 4 3 -5 9 6 -8 -9 -10 -11 16 15 -14 14 -16 -17 17 18 19 25 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.00023014481275187142 0.00045666924586659888 0.00088499886886409548 -0.00022688914672782201 -0.0057023739758412448 0.00062743141567275079 0.00083356964206677511 0.0063372588243039195 0.0003623565026574359 -0.0031978535974334652 -0.0020284132972197967 0.00057362821411149759 0.00018544969852766057 -0.0059036521916922989 -2.2587774903362864e-05 -0.0057463698844928725 0.0033489519177953017 -0.0023303679130584291 -0.0002950348201617205 -0.005182049713487874 0.0029215069728866462 0.0041555341066675444 -0.0040905878218761762 -0.00028945876521956873 0.0066928826267345018 -0.0038981864466575188 -0.00045184071360051002 -0.0072799997080619169 -0.00049975480127851981 0.0045986295419864339 0.0014931207440683533
leaf_weight=0.87699603604273935 2.0325052245378994 1.5191936011194687 1.0204722747631816 0.53655420506774465 1.0324105867101998 0.50360287167131901 0.5524472698546099 8.901933744378649 0.56746521936983108 0.51624948414386862 6.6774100975848638 1.0338713565315982 0.59286496403798361 0.50396467617815666 0.52226592434453778 0.52004409739213642 1.0252378903539305 4.131172172722942 0.5564910871052885 0.54145843394481463 0.55008199773320221 0.52223718909431216 0.52320891604529129 0.57637617014336229 0.51795714105527846 2.0191311577360849 0.53661681235068881 2.060916260926537 0.52634305560527206 2.1019458603903116
leaf_count=179 65 32 26 63 56 7 38 1164 98 26 1114 248 158 62 20 27 40 129 115 28 50 16 12 58 61 206 88 217 35 195
internal_value=8.36369e-08 0.000198882 -0.000140995 -0.00211375 0.00117992 0.00204457 0.00371269 0.000155884 -0.00111656 -0.000257901 -0.000113417 -0.000701385 -0.0015293 -0.000681436 -0.00293552 0.00124417 2.04321e-05 -0.00020774 -6.42286e-05 -0.000757942 0.000420972 0.000175619 0.000459413 0.00337052 -1.47346e-05 -0.000324836 -0.000666612 -0.00190047 0.000592475 0.000307971
internal_weight=44.0994 16.0273 11.9034 1.55703 4.1239 2.57524 1.05605 10.3464 1.44446 1.54866 28.0721 5.20552 3.6516 3.05874 1.02623 1.55392 22.8666 16.1892 15.1639 6.24096 8.92298 8.3729 7.85066 1.09959 6.75108 5.68447 5.14301 2.59753 2.54547 6.23312
internal_count=4633 1689 1530 89 159 77 45 1441 277 82 2944 580 305 147 82 275 2364 1250 1210 689 521 471 455 70 385 574 546 305 241 324
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=2 3 3 2 4 2 4 3 4 4 4 2 4 2 4 4 4 4 4 3 0 4 0 3 3 2 1 2 3 3
split_gain=0.000120312 0.000347877 0.000267653 0.000527045 0.00172695 0.00384775 0.00693498 0.00580731 0.00773238 0.00212548 0.000666518 0.000563761 0.000486793 0.000349801 0.000336188 0.000308669 0.000250483 0.000262257 0.000939668 0.000292276 0.000268512 0.000229059 0.000362723 0.000286096 0.000225075 0.000978688 0.00110499 0.000569351 0.000215735 0.000594454
threshold=-0.036264999999999999 0.43380000000000013 0.25799500000000009 -0.0057149999999999996 42.243697547450004 -0.033594999999999993 40.300545846000013 0.093325000000000033 37.572218886150004 41.489621506400006 42.759119507950011 0.048475000000000011 40.371455563000005 0.055540000000000013 41.16018805045001 40.148327922700012 37.041406607950009 42.527280425250005 41.972095654800007 0.081235000000000016 86.393602021950016 38.474425342400004 96.324766355850002 0.090850000000000028 0.10526500000000003 -0.086139999999999994 61.998532946250002 -0.088465000000000002 0.092015000000000027 0.092185000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 3 4 5 -2 7 8 -7 14 -6 12 15 -13 -8 -5 -15 18 20 -19 -18 -22 -23 -24 28 27 -27 -26 -1 -30
right_child=1 -3 -4 11 10 6 9 -9 -10 -11 -12 13 -14 16 -16 -17 17 19 -20 -21 21 22 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.00019038222063069008 0.0025613024527667196 0.0027756748567006784 -0.0014151791091789312 -0.0021915441895506479 -0.0030741662356107095 0.021815993719442432 0.069065152492434306 0.027841278830045738 -0.086948181313034181 0.037518159749335742 0.0019511034778822987 0.0028195987819085054 -0.0042122347195107735 -0.0019677454169344934 0.098242381050822655 0.0012793053439382894 0.002308547208507883 -1.0588008933060645e-05 0.0046811941765649108 -0.0026881725784110196 0.0019650378616134262 -0.0026863204945601024 -0.00026111500332956625 0.0022535500635727794 -0.00048815507798014848 -0.00011775482921480515 -0.006417165238324276 0.0031307041640206861 0.0037025342427808605 0.00020452453826713636
leaf_weight=18.16329495337725 0.51837393769528706 0.52175962691002276 1.017825278617466 0.51847420265366795 0.52428016982518688 0.013048354735914813 0.0071067162120925778 0.040320259981964313 0.01309752174653056 0.022322592543577713 0.53150023815448377 0.52438875644708005 0.52864601759565588 0.52011174382483361 0.008887910619705508 0.50656320394997945 0.56910664746898465 2.0052857273301563 0.52989614446065569 0.51169308326060292 0.52825490193084679 0.53068352872697611 3.0073650791906368 0.53254721413042849 2.5644666201826611 0.54574898892721646 0.5685420635985885 0.52349321260615944 0.52108125779250247 7.1795942585460848
leaf_count=2476 9 19 21 43 41 21 36 16 19 28 97 93 167 138 21 13 51 85 45 106 56 78 93 47 174 19 80 16 12 513
internal_value=2.24546e-07 0.000242012 0.000144159 0.000271212 0.00191962 0.00609418 0.0235717 0.00403852 -0.0326684 0.0574545 -0.000544348 1.52632e-05 -0.00174745 0.000311041 0.0852784 -0.000476285 0.000160444 0.000295187 0.00067072 -0.000554932 0.000259506 5.93812e-06 -0.000248301 0.000117193 -0.000112614 -0.000791397 -0.00333189 0.00012534 -2.32926e-06 0.000441224
internal_weight=44.0978 14.0315 13.5098 12.492 1.67894 0.623157 0.104783 0.0664661 0.0261459 0.0383172 1.05578 10.813 1.55368 9.25933 0.0159946 1.02504 8.73494 8.21483 5.69785 2.51698 5.16796 4.59885 4.0706 3.53991 30.0662 4.20225 1.11429 3.08796 25.864 7.70068
internal_count=4633 1343 1324 1303 288 150 141 56 40 85 138 1015 223 792 57 56 699 561 370 191 325 274 218 140 3290 289 99 190 3001 525
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=1 3 2 0 2 1 0 2 2 1 2 3 4 3 2 3 4 4 2 3 0 0 4 4 1 3 4 3 0 3
split_gain=0.000119592 0.00193538 0.00327485 0.00336009 0.001617 0.00106639 0.000701587 0.000755293 0.000488346 0.000486659 0.000441808 0.000388968 0.000653147 0.000297556 0.000145986 0.00102392 0.00098789 0.000730127 0.000349664 0.00238394 0.00029503 0.000391483 0.000422974 0.00135134 0.000409548 0.000373265 0.000546192 0.000516625 0.000911478 0.000429256
threshold=81.339300736700025 0.10214000000000002 -0.085550000000000001 107.30980627685001 -0.61402999999999996 83.602982482550019 108.22925895745001 -0.022394999999999998 0.24901000000000004 83.116371560950014 -0.045684999999999996 0.079470000000000027 47.927946529500012 0.077805000000000027 -0.031989999999999998 -0.27297999999999994 31.914316944300001 30.518512326550006 -0.02903 -0.26568999999999993 102.21786657775002 99.198728097250012 39.354247760400007 34.969856643350006 61.944763783650011 0.13026500000000005 43.663128814500006 0.090665000000000009 87.028078140750011 0.079025000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 4 -4 -2 9 -5 10 -9 -6 -8 12 -7 -14 16 -16 17 -1 -17 -20 21 22 23 -21 -24 27 -27 29 -29 -26
right_child=1 -3 3 6 5 11 7 8 -10 -11 -12 -13 13 -15 15 18 -18 -19 19 20 -22 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=0.0014132351908978059 -0.10003191758864037 -0.00013984859902415166 -0.096973563429839163 0.077998374996037984 0.023329149979999086 0.050775347671304788 -0.015220633966351968 -0.10001782638163159 -0.0077396390989376736 0.099990177917050421 0.076703073177579559 -0.054236902420060622 -0.048201605725857369 0.020835314804999897 -0.10003114433233817 0.0028386746396825147 -9.2129201605210673e-05 -0.10009082417934292 0.10001578408932979 -0.0017077062572003654 0.002516762801672269 -0.0011774334708107271 0.0027811899905289175 0.005180699504681782 -0.0014433138690621891 0.0038957261976518861 -0.000696760432949275 -0.00047261681437981768 -0.0050148595305338495 0.0009291712388654332
leaf_weight=0.0012062392167455915 0.0011251229005237078 0.50058765221233348 0.0090307608942038972 0.0010079137479523945 0.001342366832828513 0.0023846784072945153 0.0010894891302728818 0.0011540206181286225 0.0011400426850260992 0.0021614573881265642 0.0010053016922597644 0.0010434167989372819 0.0016129994652199775 0.001018554284328399 0.0010169439615815836 0.52605295529279494 31.081860123578782 0.0017178811082088899 0.0023924781046166235 0.5094377486812991 0.51882376792487583 2.0389714032812671 0.53286783902117907 0.64583211950365182 1.014432133918884 0.53665268747056394 0.50048808530846145 2.0202355671641503 0.56542525400060117 3.0722619398843793
leaf_count=62 37 94 121 27 105 163 56 143 58 7 64 181 80 35 73 19 2457 30 9 27 55 70 124 111 70 38 4 55 91 167
internal_value=3.19519e-07 -0.00149894 -0.0285869 -0.0596671 0.0133653 0.0267063 0.00276026 -0.0145184 -0.0541599 0.0706202 0.0288941 0.00131425 0.0128693 -0.0214806 1.84093e-05 0.000307241 -9.75972e-05 -0.058219 0.000315415 0.000204411 0.000184437 7.86304e-05 0.000351154 0.00214313 9.99866e-05 -8.53338e-05 0.00167955 -0.000359665 -0.0014659 0.000340254
internal_weight=44.0954 0.525704 0.0251161 0.0144275 0.0106886 0.00956347 0.00539677 0.00438885 0.00229406 0.00350382 0.00209479 0.00605965 0.00501623 0.00263155 43.5697 12.4849 31.0848 0.00292412 12.4839 11.9578 11.9554 11.4366 9.39763 1.15527 8.24236 7.7095 1.03714 6.67235 2.58566 4.08669
internal_count=4633 1171 1077 469 608 571 348 321 201 112 120 459 278 115 3462 913 2549 92 840 821 812 757 687 138 549 425 42 383 146 237
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 2 3 1 3 1 0 4 0 4 4 3 1 1 3 4 4 2 2 2 1 3 2 2 2 0
split_gain=0.000110744 0.000498661 0.000908021 0.000417498 0.000472543 0.000783897 0.00155396 0.000290931 0.000160909 0.000480035 0.00239527 0.010433 0.00730366 0.00529377 0.000656368 0.000857123 0.000638056 0.000617119 0.000396827 0.00105904 0.00296518 0.0366042 0.0119527 0.0016293 0.000570775 0.00051337 0.00044551 0.000376063 0.00034129 0.000419031
threshold=85.968825637350008 86.103248543850015 -0.083834999999999993 85.799452775150016 -0.08725999999999999 1.0000000180025095e-35 0.42293500000000012 62.025417527550012 0.094385000000000011 63.452988794850008 93.671258181050021 38.171717059500004 90.321439350550008 35.771221912400001 40.574766824850009 0.10307000000000002 61.885617704800005 62.068432857650002 0.088145000000000015 41.11191809080001 42.720329370750001 -0.06828999999999999 -0.080869999999999997 -0.11334499999999999 75.981203682750007 0.08729000000000002 0.059500000000000011 -0.101255 -0.051199999999999996 97.615226258450022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -5 6 -6 -1 18 14 11 13 -13 -11 -10 16 -16 -17 25 24 21 22 23 -21 28 -3 27 -27 -20 -30
right_child=1 8 -4 4 5 -7 -8 -9 9 10 -12 12 -14 -15 15 17 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-2.9021647643564966e-05 -0.00081795702868762683 -5.1975508507233096e-05 0.0050094461928859848 0.00052926500008392485 -0.00746466375769546 -8.4016721937664235e-05 0.00012701232566568926 0.0024443014314004339 0.0026384275307412943 -0.017875835553075016 -0.00012991135587362776 -0.084954432254573525 -0.015590195105174365 0.052374281854661246 0.00020558589290549145 -0.0019304465548804315 0.0050750510091159213 0.00059580916518103464 0.00038609778562120184 -0.062679350288641023 -0.00049921010647462213 0.0016799943176041656 0.0024521195187602531 -0.095787258232321579 0.0032639402518004931 0.00097655943324180354 -0.00063857115716894268 0.0046800006843524681 -0.0037197488179933694 0.00030888457146310507
leaf_weight=4.0150290795852248 0.51650654457644229 16.439117283670576 0.55439557244312776 1.0152598038789622 0.58462321720901422 1.0017813141348595 0.5004192516207695 0.53948746861588848 1.5615389706654212 0.018566624581581315 3.6647846441081855 0.023463490080757765 0.042997618945264549 0.025403840998478699 0.50394577253609874 1.5536081212312636 0.5774002633697819 2.5608743653629062 2.5567630410091735 0.021108672797563344 2.0407956272390404 0.52832851803734149 0.019443574201432057 0.050245220972501947 0.53620603168791392 0.51491181661343866 0.50493452523136273 0.58649697336180917 0.53269008686115371 0.50102049112319946
leaf_count=791 34 1946 45 33 47 9 2 246 36 26 509 30 34 23 3 34 53 26 85 19 153 38 22 58 154 46 11 79 39 2
internal_value=2.48379e-07 7.28982e-05 0.00219883 -0.000345471 -0.00124022 -0.0021011 -0.0039634 0.000263946 8.52125e-06 0.000336046 -0.00056716 -0.0150777 -0.0400786 0.022711 0.00084065 0.000300352 0.00280571 -0.000358092 -0.000130399 -0.000782256 -0.00233821 -0.00840001 -0.0670531 -0.0859929 0.000220659 0.000114754 0.00182104 0.00294863 -0.000233829 -0.00176714
internal_weight=44.0921 36.4355 1.0709 7.6566 3.10208 2.08682 1.08504 4.55452 35.3646 10.5326 3.77522 0.110432 0.0664611 0.0439705 6.75737 5.19583 1.08135 4.11448 24.8321 6.7866 2.65992 0.619126 0.0907975 0.0713539 4.12668 18.0455 1.60634 1.10141 3.59047 1.03371
internal_count=4633 3505 79 1128 91 58 49 1037 3426 774 622 113 64 49 152 116 56 60 2652 570 290 137 99 77 280 2082 136 125 126 41
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=31
num_cat=0
split_feature=1 3 2 0 3 0 1 4 1 1 0 2 2 4 3 3 3 2 4 4 2 3 3 3 2 2 3 4 4 3
split_gain=9.52356e-05 0.00166938 0.00294444 0.00310367 0.00144893 0.000940919 0.000619833 0.000560748 0.00030304 0.0003866 0.000190401 0.000363958 0.000104065 0.000849704 0.00070881 0.000259782 0.00029847 0.000467252 0.00153049 0.00071854 0.000537655 0.000327487 0.000352084 0.000654781 0.000407719 0.000333911 0.00102016 0.000318359 0.000249673 0.00021756
threshold=81.339300736700025 0.10214000000000002 -0.085550000000000001 107.30980627685001 0.095830000000000012 105.93331571405001 90.679004281900021 44.749265482150008 83.602982482550019 83.116371560950014 116.75435968915001 -0.088880000000000001 -0.036264999999999999 31.914316944300001 0.089045000000000027 0.43380000000000013 0.25799500000000009 -0.0057149999999999996 42.243697547450004 42.759119507950011 0.048475000000000011 0.12376500000000003 0.10087500000000002 0.094595000000000026 0.11873000000000002 0.063030000000000017 0.092015000000000027 40.371455563000005 40.148327922700012 0.10526500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 -4 5 8 7 -5 9 -2 11 -7 13 14 -1 16 17 18 -14 -20 27 22 23 25 -24 26 -22 28 -19 -15
right_child=1 -3 3 6 -6 10 -8 -9 -10 -11 -12 -13 15 29 -16 -17 -18 20 19 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023423428174555454 0.029149376922319288 -0.0001128440186703502 -0.0963105261135936 -0.01452335156844882 -0.10004021951880343 -0.021997686412226911 -0.053292833687826072 0.062987938588275408 0.021769109074161103 0.10001988416083714 -0.04639085337980077 0.049709285685375498 0.0057965770587932661 2.5718016860276454e-05 -0.1000800165313976 0.0024368119917820858 -0.0014859090734809129 -0.0021802392879894414 -0.0030945907045128217 0.0021233181112481326 0.0048991657683243638 0.0027971958452785353 0.00057978287913394407 0.0038580951653596676 -0.0032869594861979785 -0.00012122928333221724 -0.0013918162705741652 -0.0036581304614077079 0.00094325324126501428 -0.00075020836937168497
leaf_weight=0.0011931264966028579 0.0012523833389810144 0.50067663761892323 0.0082308512037821135 0.001876364637256712 0.0010218179523607948 0.0020527866928387638 0.0014351594238233862 0.0018570743625332398 0.001823274744314346 0.0019971946858277079 0.0010548888901826068 0.0010803463515181222 0.61874087162201963 25.840827875261184 0.0015579767890712137 0.52053299089675498 1.0173218348572852 0.51838685172906196 0.52408642791658133 0.53161281003960803 0.52956837539148327 0.51500251717436718 0.51392830558688707 0.52359744288438026 0.58093633019427671 5.5788500947515081 0.50222960574319586 0.52971115448688677 0.50542683161620516 4.2010570313728754
leaf_count=80 87 94 121 81 39 228 253 14 80 5 148 21 128 2189 12 14 20 31 38 38 95 28 20 39 50 304 6 119 10 241
internal_value=-3.52345e-07 -0.00133999 -0.0272837 -0.0581725 0.0129677 0.0254367 0.00256133 0.024032 0.0543987 0.0727065 -0.00964429 0.00272784 1.57757e-05 -8.78766e-05 -0.0556604 0.000246287 0.000158505 0.000298238 0.0018475 -0.000467036 4.63215e-05 0.000350889 0.000197792 0.000454035 -0.00147191 0.000184416 0.00183702 -0.00166796 -0.000638263 -8.27875e-05
internal_weight=44.0789 0.524359 0.0236821 0.0133994 0.0102827 0.00926087 0.0051686 0.00373344 0.00507285 0.00324958 0.00418802 0.00313313 43.5546 30.0446 0.0027511 13.5099 12.9894 11.9721 1.67444 1.0557 10.2976 8.74411 8.22911 7.13425 1.09486 6.61065 1.0318 1.55352 1.02381 30.0419
internal_count=4633 1171 1077 469 608 569 348 95 172 92 397 249 3462 2522 92 940 926 906 204 76 702 542 514 444 70 405 101 160 41 2430
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=2 2 4 4 4 4 0 4 1 0 0 3 0 3 4 1 4 4 0 4 1 1 3 0 1 1 1 0 1 0
split_gain=0.000107336 0.00027948 0.000166641 0.000281778 0.000127354 0.000260609 0.00334067 0.0047717 0.00723925 0.00194553 0.00161953 0.000233284 0.000177943 0.00077361 0.011608 0.00845689 0.00620154 0.000394381 0.000483 0.000695623 0.00060304 0.0113959 0.00689721 0.00358221 0.000553858 0.000312684 0.0109027 0.00961686 0.00134791 0.000588555
threshold=0.23643500000000003 0.12616000000000002 40.00488309970001 36.859113051050009 36.016191615950007 37.500638522700008 97.32487278035002 36.859113051050009 65.509659264600018 90.189704902150012 93.501885318850015 0.084565000000000015 96.870523356300012 0.093745000000000023 41.11191809080001 80.677940036650014 37.817254840650008 40.542362378300005 87.028078140750011 40.165165956550005 72.04530097975001 67.181880221750006 0.089345000000000022 89.980005167950011 62.00390986255001 71.830224329350003 71.053259929650025 93.843319501450011 70.182199495350019 94.940210418650011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 11 6 7 8 -6 -9 -10 -1 17 -14 15 16 -15 18 19 24 21 22 23 -20 -7 26 27 -23 -29 -28
right_child=2 -3 -4 -5 5 12 -8 9 10 -11 -12 -13 13 14 -16 -17 -18 -19 20 -21 -22 25 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-1.4217573483991616e-05 -0.0017552601918921714 0.0021216549823178661 -0.0022586291153539094 0.0015529713122427865 -0.085437082693240754 0.00030362312200376607 0.00022013837817545239 -0.031402844078868758 0.046626091219983228 -0.10029536092511103 -0.0055991233511378689 0.0025480478685573028 -0.00014292091384406435 -0.0069002178491747784 0.00032228212099890942 0.032621888060361724 -0.095283810646972888 -0.00012507389102624081 -0.025457827718795831 0.0014685499328701244 0.00091916196631194121 -0.025372901008144894 0.071487828267607717 0.045386560321620043 -0.002117355092993046 0.00094722401592064543 -0.061326114229181751 0.063621461439871782 0.02453274849893991 -0.10022181888780807
leaf_weight=1.0129842810596636 0.50680678987047423 0.62907669863559235 0.52866700114858423 0.5233094354058192 0.0082552269715195359 2.4028947924979414 0.50785841919067809 0.0072201772487752716 0.013197700907880971 0.0094829410179129159 0.010794418950943907 0.54732380472027209 6.1273990666721971 0.010972078394531126 0.5384082365673829 0.0098615393592642042 0.028716795863161337 23.868309852402575 0.015760585584758124 2.5525129749496216 2.0167911867735775 0.036682392238390094 0.038047647365601733 0.013044992143250056 1.5574563999978819 0.50330715559856287 0.0075249131633876596 0.021070153641630895 0.015175658089723321 0.0080543127876353537
leaf_count=215 91 163 133 83 37 86 103 25 15 22 29 210 1045 5 121 51 72 1784 24 54 27 40 22 21 48 4 36 26 25 16
internal_value=-3.44971e-07 2.95344e-05 -0.000815351 -7.46452e-05 -1.88433e-06 -3.6181e-05 -0.00218462 -0.0271338 -0.00466347 -0.0705155 0.0231292 0.000884572 -6.10288e-06 -0.000475398 -0.0039403 -0.050257 -0.07085 8.9233e-05 0.000645934 0.000181238 0.00177714 0.00440421 0.0435399 0.006625 -0.000648456 -1.66793e-05 -0.00549802 0.0107239 0.0472555 -0.0814348
internal_weight=44.077 42.5182 1.55878 1.03012 41.8891 40.3288 0.556809 0.0489505 0.0322473 0.0167031 0.0239921 1.56031 39.772 6.71536 0.587959 0.0495504 0.0396889 33.0566 9.18832 6.51286 2.67546 0.658668 0.0668532 0.0288056 3.96035 0.591815 0.0885074 0.0729282 0.0362458 0.0155792
internal_count=4633 4326 307 174 4163 3738 231 128 81 47 44 425 3507 1294 249 128 77 2213 429 188 241 214 67 45 134 147 143 91 51 52
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=31
num_cat=0
split_feature=2 2 0 4 2 4 0 0 1 4 2 1 3 3 0 3 4 1 0 0 2 4 2 1 4 1 4 0 4 4
split_gain=0.000105492 0.000180631 0.000365254 0.000171813 0.000171552 0.000602065 0.00481619 0.00659631 0.00249268 0.000402648 0.000369642 0.000476322 0.00029098 0.000431689 0.000583305 0.000245402 0.000636571 0.000675352 0.000335032 0.000858327 0.000983014 0.000735708 0.00122767 0.000330112 0.000908732 0.00124377 0.00210867 0.000871929 0.000732845 0.0104521
threshold=0.18839000000000003 0.20852500000000004 100.53758024625002 40.858951393400005 -0.031989999999999998 39.476991512000005 99.013224486300018 95.988709089550014 66.859265246100009 39.852039223600009 -0.029285000000000002 61.944763783650011 0.13026500000000005 0.090850000000000028 87.028078140750011 0.11636500000000001 41.444941515100005 61.998532946250002 85.823648898300021 85.968825637350008 -0.09280999999999999 40.250747516500006 -0.074029999999999999 61.993156030000002 42.844429421150004 61.885617704800005 39.656620114300004 86.420486603250012 42.759119507950011 42.876019054300009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 15 6 7 8 -6 -7 -11 -12 13 -13 -15 18 17 -17 21 20 -20 -1 -23 24 25 -21 -27 -25 -29 -30
right_child=1 2 3 -5 5 9 -8 -9 -10 10 11 12 -14 14 -16 16 -18 -19 19 23 -22 22 -24 27 -26 26 -28 28 29 -31
leaf_value=-0.0015753589609209626 -0.0022251031449134215 0.0019262624628063063 -0.0025559372384197192 3.5437041257007305e-05 0.031862612179718836 -0.0025380582451711032 5.8190812257902884e-06 0.074458706362176025 -0.01084720308218343 0.0029297957475940459 0.0031122541046773727 0.00034029437160004196 0.0015940161983542698 -0.00045446127510452594 -0.0040977032156663982 0.00057866210306314794 -0.0040712176983848224 -0.0033362360651461396 0.00026691804041193329 0.00033229549630367852 -0.0058446788318980026 0.00065599889923141294 0.0059921224203532851 0.0016826552095924173 0.0014624751835763993 5.1232930102024438e-05 -0.0089333021011222136 -2.5151931814430548e-06 -0.086880392214948712 -0.0014897193755552065
leaf_weight=0.88153378130671356 0.56187629868415045 0.5558153542293568 0.51087981226613799 0.51254639186754569 0.025219990384167779 0.51104029017347308 0.51416768757548015 0.021120972827702644 0.029825479381543119 0.5222172353078357 0.52765901925115244 5.0815848886140147 1.0322520053449293 2.0169992951102813 0.56188176624323682 2.016150532226674 0.53363218542238389 0.56388758082125612 0.505781082716112 1.0065242318160068 0.54867723038205685 2.0756745610575962 0.54418629010971464 3.1375235951859421 1.0302957606019676 0.50548672850709386 0.54059752882359646 16.559347435020932 0.014674837449196954 0.61801097971980334
leaf_count=221 36 160 136 47 37 30 94 6 34 20 164 387 35 42 85 29 45 93 15 10 38 498 32 101 17 6 48 1335 15 817
internal_value=-5.91851e-07 -0.00068525 -0.000137387 -0.00125814 3.4373e-05 0.000376838 0.00348224 0.0269501 0.008721 0.00019805 0.000341571 0.000194981 1.78987e-05 -0.000194484 -0.00124824 -8.51073e-05 -0.000927242 -0.00027697 8.64631e-06 -0.000122284 -0.00291319 0.000923557 0.0017644 3.41373e-06 -0.00096084 -0.00217721 -0.00459181 0.000149639 -0.000130134 -0.00347031
internal_weight=44.0671 2.14112 1.57924 1.02343 41.926 10.844 0.590334 0.0761664 0.0550455 10.2536 9.74259 9.22038 8.69272 7.66047 2.57888 31.082 3.11367 2.58004 27.9683 24.4669 1.05446 3.50139 2.61986 23.4125 3.0829 2.05261 1.04608 20.3296 17.192 0.632686
internal_count=4633 379 343 183 4254 934 171 77 71 763 733 713 549 514 127 3320 167 122 3153 2402 53 751 530 2349 81 64 54 2268 2167 832
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=4 4 3 2 3 3 1 3 1 4 3 3 2 3 4 1 1 1 0 1 0 3 3 3 3 1 4 3 4 1
split_gain=9.34838e-05 0.000479948 0.000682795 0.00531031 0.00513715 0.00516753 0.00231011 0.00169678 0.00159249 0.0014798 0.00147239 0.00143875 0.000722691 0.000719464 0.000504701 0.000977168 0.000500706 0.00048676 0.000275234 0.000425288 0.000247278 0.000760264 0.00458469 0.00484613 0.00475257 0.00382397 0.000246708 0.00166936 0.000369137 0.00184349
threshold=40.542362378300005 40.165165956550005 -0.091114999999999988 -0.033594999999999993 -0.097064999999999999 -0.11595499999999999 68.20618276945001 -0.095119999999999996 70.077349628250019 38.911218973650008 -0.25420999999999999 -0.15544999999999998 0.058065000000000012 -0.25587999999999994 40.003678352300007 62.084563606450011 63.910026677050006 62.014663695050011 85.823648898300021 61.821094709650005 97.491557184450016 0.096715000000000009 0.11768500000000003 0.098510000000000028 0.10307000000000002 65.765062787050013 40.986363433950011 0.10307000000000002 41.184662530950007 62.020040611300011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -5 -7 13 12 -10 -8 18 -16 17 -3 19 -4 21 -20 23 -23 -25 -26 27 -2 29 -28
right_child=26 16 14 7 -6 9 10 -9 11 -11 -12 -13 -14 -15 15 -17 -18 -19 20 -21 -22 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=-0.091445023729625957 -0.00014129703480896897 0.00084280838483502302 0.00026943371401587688 0.044864854196276852 -0.10152450900721953 0.0087956836653923891 -5.3736729123271798e-05 0.097538717348589515 0.082205541009978927 0.10006966329290667 -0.073303758794154392 -0.10011153881372659 -0.023649916318164863 0.10003007686013472 7.2735123225350619e-05 -0.0051922586663149068 -0.00029971148185701423 0.0036449265034088438 0.00035279550571373043 -0.0032462871432909651 -0.0004525914723817951 0.069859898723888356 0.00064188151771538322 -0.028232799843239766 0.065132243205964224 0.0055247735158746461 -0.0010668144185804523 -0.0059923201967396244 -7.4122036144229895e-05 0.0060109107346281625
leaf_weight=0.0063037271883815832 5.078580278059305 1.5310836003992272 0.87547437322209576 0.0075519359488680493 0.0089454852579771843 0.0033411256267075187 0.001598431429087957 0.0033024142439917617 0.001015416587466512 0.0037925311335129663 0.0016535587167001986 0.0017818669138449641 0.0017677532258413842 0.0013043902581557631 1.0092283286725776 0.54173288042150636 1.5458832341770259 1.0417152079653531 5.6879807811457868 0.56686239972227392 2.5546238416207601 0.01926875818946916 0.53130587576730592 0.019675631426707696 0.018732016321337142 0.025296784062845745 1.0122098029596625 0.539419643144054 20.843693893077276 0.5782301952300094
leaf_count=111 211 42 83 20 19 43 46 5 16 4 44 23 38 2 12 60 82 35 292 55 513 16 39 35 22 32 38 26 2600 69
internal_value=-4.34035e-07 0.000192363 -0.000129838 -0.0128034 -0.0395908 -0.00880079 -0.0522338 0.0339968 0.0166788 0.0573205 0.00201482 -0.0299493 0.0149706 0.0449192 -8.45359e-05 -0.00176627 0.00112271 0.00197737 0.000168716 -0.0011123 0.000377329 0.000713738 0.00405592 0.0259172 0.0126258 0.0308847 -0.000110476 -0.000703091 3.79276e-05 0.00150641
internal_weight=44.0634 16.0112 11.8925 0.0423586 0.0269392 0.0179938 0.0108601 0.0154194 0.012117 0.00713366 0.00455638 0.00456504 0.00278317 0.00290282 11.8502 1.55096 4.11868 2.5728 10.2992 1.44234 8.85688 6.30226 0.614279 0.0829732 0.0637044 0.0440288 28.0521 5.618 22.4341 1.59044
internal_count=4633 1689 1530 371 269 250 203 102 97 47 92 77 54 48 1159 72 159 77 1087 138 949 436 144 105 89 54 2944 237 2707 107
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=2 1 4 1 3 1 0 3 0 3 3 3 1 4 0 3 0 3 3 2 3 4 3 1 0 0 3 4 2 1
split_gain=0.000108284 0.000311136 0.000436948 0.00023624 0.000319518 0.00135187 0.000499642 0.00137295 0.00776714 0.00690143 0.0150656 0.00482638 0.00381283 0.00687505 0.00307436 0.00263083 0.00149838 0.00036256 0.000658254 0.000323226 0.000306292 0.000256303 0.000194472 0.000481233 0.000303481 0.000817082 0.00124701 0.000607445 0.00101933 0.000256903
threshold=-0.036264999999999999 61.944763783650011 37.892416320650007 61.982402197500001 0.096480000000000024 62.116825104000007 94.940210418650011 0.091885000000000022 93.671258181050021 0.08759500000000002 0.087125000000000022 0.084365000000000009 64.294476189700006 37.345948426100009 92.168410086200012 0.086075000000000026 87.345316200150009 0.10131500000000003 0.11296500000000002 0.063030000000000017 0.25799500000000009 42.081757894750005 0.11636500000000001 61.998532946250002 85.823648898300021 85.968825637350008 0.10990500000000002 40.250747516500006 -0.074029999999999999 62.025417527550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 -2 -3 6 -6 7 8 9 10 11 12 16 -14 -15 -13 -5 -7 -19 -8 21 -20 24 -24 27 26 -26 -1 29 -29
right_child=1 3 -4 4 5 17 19 -9 -10 -11 -12 15 13 14 -16 -17 -18 18 20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0014286949236166303 -0.00014677861032014427 -0.0020095040338231319 0.003848613200872552 0.021044522423809321 0.0054580365293253356 0.0026638905895403934 0.0025105356343011003 -0.0010023775755305306 -0.10018880951948504 -0.043551229875720854 0.09738636095767482 -0.10025481897688747 0.050981569211749345 -0.10017330636876312 -0.014886394561567982 -0.010975414556148278 0.10001743176447325 -0.0033038493443701212 0.0031884085238769577 -3.0843094296081288e-05 -0.00058251745329757402 0.00047958026425804276 -0.00021072275393817539 -0.0034889429854100609 -0.006166499554539291 -3.0754620067211265e-05 0.0007230955579891527 -5.7688299485074266e-05 0.0054684877731752072 0.0024873422196930155
leaf_weight=0.88191438757515994 0.54831170081897851 0.51362837127447747 0.54658351417208106 0.0049087253827645033 0.55628028240758443 0.52461971045961675 0.55010950547791715 1.5154591109393818 0.0092724145756358511 0.030876382763331156 0.016252633735348354 0.0081256987449194185 0.010334615395549918 0.0075217896596471148 0.0096478544147120121 0.0055583065827757858 0.0047056219164005597 0.55913191745088298 0.53526110370893043 5.5446802521173977 1.5126776494816319 1.00535659518367 2.0335046944046549 0.57424918075037101 0.55067516092367685 22.880902911628695 0.50239333510398865 1.5408078281256488 0.54177881059802491 0.53411697078890075
leaf_count=219 23 21 189 17 41 50 239 53 47 39 8 35 18 51 21 16 31 60 55 283 29 17 41 122 50 2329 2 352 29 146
internal_value=-2.86691e-07 0.000229197 0.00184776 9.20795e-05 0.000179055 0.000829701 -0.000216632 -0.00177603 -0.0127126 -0.00443011 0.0135837 -0.0132263 0.00548826 -0.0134608 -0.0522494 -0.0639904 0.0596968 0.000207361 -0.000149392 0.000198539 0.000428265 0.00142072 -0.000107383 -0.000932614 -2.89358e-05 -0.000156103 -0.00287964 0.000841009 0.00160597 0.000597441
internal_weight=44.0596 14.0193 1.0949 12.9244 12.4108 4.69333 7.71745 1.62266 0.107204 0.0979316 0.0670552 0.0508026 0.0371186 0.0275043 0.0171696 0.013684 0.00961435 4.13705 3.61243 6.09479 3.0533 1.54062 30.0403 2.60775 27.4326 23.934 1.05307 3.49862 2.6167 2.07492
internal_count=4633 1343 212 1131 1110 252 858 336 283 236 197 189 138 90 72 51 48 211 161 522 101 72 3290 163 3127 2381 52 746 527 498
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=3 3 4 0 4 0 3 4 3 3 3 2 1 4 4 4 0 4 0 4 0 4 0 4 3 0 1 2 2 1
split_gain=0.00014307 0.000321025 0.000820101 0.000230841 0.000611935 0.000266477 0.000219586 0.000836298 0.000221301 0.000634736 0.000444527 0.000798978 0.00944921 0.00615041 0.0120926 0.00241224 0.00243119 0.00703757 0.0023116 0.000620717 0.000255109 0.000213504 0.000430752 0.000339601 0.000837916 0.00042764 0.00102428 0.00102465 0.000725986 0.000387105
threshold=1.0000000180025095e-35 -0.098985000000000004 38.474425342400004 86.162394622750014 41.289992964000007 85.799452775150016 0.079745000000000024 42.243697547450004 0.082535000000000011 0.081775000000000028 0.084565000000000015 -0.0098449999999999979 61.950140699950005 42.527280425250005 42.283941020600004 43.131467368600006 91.498984011650009 43.895345911700005 92.168410086200012 43.968221017800005 93.72771580185001 40.542362378300005 97.491557184450016 40.250747516500006 0.094780000000000017 86.538778761000017 62.00390986255001 0.0027500000000000003 -0.054875 70.940344688150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 -2 9 -8 11 12 -10 14 18 -15 17 -17 -14 -19 -20 22 23 25 -25 26 28 -28 -12 -27
right_child=6 2 -4 4 -6 -7 8 -9 10 -11 21 -13 13 15 -16 16 -18 19 20 -21 -22 -23 -24 24 -26 29 27 -29 -30 -31
leaf_value=0.00032370438728947693 0.0044029711036504644 -1.113407686150071e-05 -0.0048122486132190605 0.0034708301486460085 -0.00022508637420980756 -0.0028888689507443922 -0.00020122943306056298 -0.00014043474033766744 -0.00086601009936724367 -0.0039248370276043915 -0.00024864008267325995 -6.7410318025274689e-06 0.017335129775481406 0.091149403874088222 -0.066724713397582583 -0.069213856399099924 0.077896236577307709 0.10012174257260226 0.079540892537413463 0.049472306366284712 0.054925579316683598 -0.00019558664779643377 -0.00067266134250497996 -0.00023695232385004822 0.003798314702734422 0.0026093736274551346 -0.0060374608697775084 0.00021802553394369048 0.0038000346003860355 0.00034761866153149983
leaf_weight=0.51170834793630582 0.55227087342363557 1.018969434342855 0.54664790333267443 0.5446878492053252 2.5232364530629652 0.52117288872119705 3.524717182200515 1.520642907114657 0.50669198963078077 0.5261211197814174 1.86654760520144 1.005226742451421 0.019936783419780064 0.016211649264732841 0.014772392218013408 0.0059264695728415964 0.011747400137423369 0.0035702239256352186 0.0087081961682997644 0.0075077093238888892 0.0081514557541573704 18.778829828178605 3.0752054140444676 1.006516290787886 1.0528597263016761 1.2021281392477283 0.54341400783781091 0.50536834658172758 0.58068146462702319 2.0423684910921533
leaf_count=408 208 85 181 265 232 40 150 458 15 108 56 45 31 9 10 5 20 1 3 63 40 1269 456 13 33 235 42 10 41 101
internal_value=-2.6195e-07 -0.000469315 -0.00168748 -4.23943e-06 0.000431097 -0.0012973 6.8978e-05 0.00107003 1.18336e-05 -0.00068485 9.93086e-05 0.00171978 0.00459688 0.0332713 0.00970168 0.0603034 0.0429109 0.0187414 0.040384 0.0657957 0.0676397 1.42806e-05 0.000346157 0.000702193 0.00182609 0.000358819 -0.000408507 -0.00302318 0.000712034 0.00118563
internal_weight=44.0525 5.66642 1.56562 4.10081 3.06792 1.03288 38.3861 2.07291 36.3132 4.05084 32.2624 1.60845 0.603224 0.0965323 0.0515688 0.0449635 0.0287518 0.0170044 0.0367964 0.0110779 0.0168597 30.6539 11.8751 8.79988 2.05938 6.74051 3.49601 1.04878 2.44723 3.2445
internal_count=4633 1211 266 945 497 448 3422 666 2756 258 2498 242 197 182 84 98 89 69 74 64 43 2256 987 531 46 485 149 52 97 336
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=31
num_cat=0
split_feature=3 3 0 4 3 4 3 4 3 3 3 2 1 4 0 4 0 4 1 1 4 0 1 0 4 2 4 0 0 2
split_gain=0.000115964 0.000316339 0.000225242 0.000227745 0.000282776 0.000187714 0.000177929 0.000679952 0.000179356 0.000512525 0.000364061 0.000658434 0.00809304 0.00550908 0.0103008 0.00228035 0.00212874 0.0060091 0.00174389 0.00123971 0.000665402 0.000188034 0.000185584 0.00380654 0.0092456 0.0112378 0.00638903 0.00632139 0.0204753 0.00351173
threshold=-1.0000000180025095e-35 -0.089139999999999997 86.162394622750014 41.289992964000007 -0.097064999999999999 41.257948413050009 0.079745000000000024 42.243697547450004 0.082535000000000011 0.081775000000000028 0.084565000000000015 -0.0098449999999999979 61.950140699950005 42.527280425250005 90.321439350550008 43.131467368600006 91.498984011650009 43.895345911700005 69.633754036750005 77.852370541550016 43.968221017800005 86.780739992750014 63.452988794850008 93.308316333500017 38.474425342400004 -0.14314999999999997 37.041406607950009 90.321439350550008 90.767723400200012 -0.057599999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 7 -2 9 21 11 12 -10 14 -14 -15 17 -17 -16 -20 -19 -8 -12 24 26 -26 29 -27 -29 -24
right_child=6 -3 3 -5 -6 -7 8 -9 10 -11 22 -13 13 15 18 16 -18 20 19 -21 -22 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=-0.0027029198682781367 0.0039746129196521823 -0.0019917272120455604 0.0031311112407333775 -0.00020818183548501802 -0.00013424304236011545 -1.0406143724247503e-05 -0.001960591591193822 -0.00012638024970892633 -0.0007789555941638027 -0.0035236454877622908 0.00018458814601890692 -6.0654992715901865e-06 -0.035403955862454616 0.089422674282475703 0.077925416888140586 -0.065392084771027967 0.074629069473857876 0.10011014465094148 -0.017645162414174097 0.05284715113472143 0.04564123082216457 0.00011866401143566165 0.011458784165189933 -9.1250413973713513e-05 0.051113177321501863 -0.08625904976115191 0.057984446143975313 0.062323472874015177 -0.074272139384182589 -0.045696959848541746
leaf_weight=0.52127536242510852 0.55069840671057235 1.0468933216484329 0.54347486378786458 2.5237486500538679 0.51795864674864922 0.5144853456397005 0.50819117381118273 1.5207824250739039 0.50697429265892402 0.52735263691520673 20.616452038600215 1.0052311823989977 0.025591767345758867 0.014938210155378329 0.014247803454054521 0.0056599003391966099 0.011071397330965738 0.0032308273948729038 0.0042296254596294611 0.00608249450318486 0.0073337020440220613 3.0169898203021908 0.031374726856632895 9.8757396484226785 0.012669797613170886 0.030255708241273549 0.021073961568568222 0.016569754448937601 0.032493506515603343 0.016352683170633875
leaf_count=255 208 177 265 244 15 255 36 458 15 108 714 45 26 9 11 5 20 1 13 34 63 114 45 1282 36 55 32 16 57 19
internal_value=7.22074e-08 -0.000422153 -6.656e-05 0.000308701 0.00153768 -0.00136549 6.24226e-05 0.000963859 1.09959e-05 -0.000616047 8.97715e-05 0.00155811 0.0041815 0.0314024 0.00899324 0.0580126 0.0408228 0.0177538 0.0552557 0.023934 0.0622988 -0.000181082 1.29085e-05 -0.000339746 -0.0156023 -0.0363404 0.0121249 -0.0503096 -0.0281408 -0.0081243
internal_weight=44.0494 5.66784 4.62094 3.58518 1.06143 1.03576 38.3816 2.07148 36.3101 4.05253 32.2576 1.60459 0.59936 0.0923857 0.0501517 0.042234 0.0272958 0.0162244 0.0245599 0.0103121 0.0105645 3.52518 30.653 10.0365 0.16079 0.0919888 0.0688014 0.079319 0.0490633 0.0477274
internal_count=4633 1211 1034 524 280 510 3422 666 2756 258 2498 242 197 182 84 98 89 69 58 47 64 150 2256 1542 260 164 96 128 73 64
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=4 4 4 2 2 1 0 1 4 3 4 1 2 2 3 3 3 2 1 1 1 2 0 2 3 2 2 4 2 0
split_gain=0.000102099 0.000273369 0.000570133 0.000883076 0.000377402 0.000735371 0.000263932 0.000464649 0.00022348 0.00151061 0.000331253 0.00193851 0.000237392 0.000390589 0.000272724 0.000232458 0.000875356 0.000539199 0.00282174 0.00159974 0.0147221 0.00669842 0.00301707 0.00246299 0.00880309 0.0119189 0.00382707 0.00170238 0.00138155 0.000873666
threshold=40.542362378300005 40.165165956550005 40.003678352300007 -0.074029999999999999 -0.0098449999999999979 63.910026677050006 85.823648898300021 61.821094709650005 40.986363433950011 0.10307000000000002 41.184662530950007 62.020040611300011 -0.091149999999999995 -0.11051999999999999 0.089345000000000022 0.08759500000000002 0.086375000000000021 -0.022394999999999998 62.907231794400012 62.678712853250012 70.816675614150014 -0.083834999999999993 91.109157582800023 -0.079369999999999996 0.088755000000000014 -0.13006999999999999 -0.16533 42.527280425250005 -0.11334499999999999 96.631250582750013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -3 -6 7 -1 9 12 11 -10 13 -2 -14 16 -12 19 -19 -17 21 22 -21 24 -22 26 27 -26 -24 -20
right_child=8 4 3 -5 5 -7 -8 -9 10 -11 15 -13 14 -15 -16 17 -18 18 29 20 23 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00041446049322670813 -8.8287645537541814e-05 0.00034881473828838206 -9.9123549561586525e-05 -0.0051124516934328776 0.0051693526176320673 -0.00016272125049232505 0.00043099961808276818 -0.003259718959654251 -0.0012234484798318741 -0.0057087769600998317 3.4671478205614634e-05 0.0060352702122518547 -0.0020629387021435979 0.0029934000038889935 3.7966747994983459e-05 0.00027700047504776551 0.0041521616312858471 -0.0079134230795695915 0.0038025010267269893 0.0040129567978627661 0.095060538531981875 -0.10060015880377476 -0.02707313752129429 0.0012660326923375289 -0.054853891924588533 -0.10034885127690621 0.077959190964473901 0.023707503114104678 -0.10016413938068743 -0.0019954475801130145
leaf_weight=0.87750622523196731 2.0053247775255501 3.0763942768652379 1.0200662047875422 0.53596357740654799 0.52779736305774283 0.50721623180851205 8.8889951389585207 0.56633511798007607 1.0110770988599154 0.53973303411640206 10.276151666834901 0.57837699153441002 1.047712170475507 0.5174029772751968 1.506127272627509 7.8140405937257622 0.54363563233429957 0.54940646822786821 0.52759544126913105 0.015115460764718591 0.0053607242203219238 0.021166024032426733 0.0048569966170930456 0.52376632438803772 0.0060942119730375954 0.017701123932877885 0.0063560730555423115 0.0050389282396370166 0.0055310015028453563 0.51220941468372327
leaf_count=179 114 116 26 63 19 24 1164 98 38 26 1642 69 65 8 24 284 100 79 60 18 33 30 23 89 27 72 15 31 17 80
internal_value=8.83053e-08 0.000201651 -4.1421e-05 -0.00182593 0.000904539 0.00255633 0.000227309 -0.00102671 -0.000114929 -0.000679032 2.6359e-05 0.00141788 -0.000144278 0.000543756 -0.000823929 -7.98022e-05 0.000241553 -0.000427007 -0.00211652 -0.000108316 -0.00503621 -0.0590139 -0.0245004 -0.000572205 -0.0243153 -0.0425004 0.0160489 -0.0192965 -0.0659898 0.000946423
internal_weight=44.0401 16.0003 11.8889 1.55603 4.11141 1.03501 10.3328 1.44384 28.0398 5.6163 22.4235 1.58945 5.07657 2.52273 2.55384 20.834 10.8198 10.0142 1.58921 8.42503 0.610987 0.0466695 0.0255035 0.564317 0.0405511 0.0351903 0.0174892 0.0111331 0.010388 1.0398
internal_count=4633 1689 1530 89 159 43 1441 277 2944 237 2707 107 211 122 89 2600 1742 858 219 639 355 88 58 267 178 145 73 58 40 140
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=3 2 3 0 2 0 3 3 2 1 0 3 2 2 3 4 2 1 1 1 2 2 0 2 2 4 1 0 0 0
split_gain=0.000143189 0.00131112 0.000727679 0.000278107 0.00444089 0.0072753 0.0039853 0.00216945 0.000904698 0.000451995 0.00121696 0.00102783 0.000950296 0.0017123 0.000978467 0.000897583 0.00081632 0.00113623 0.003109 0.000710353 0.00160755 0.000594812 0.000444977 0.000333283 0.000284955 0.000595044 0.000281706 0.000496407 0.000239401 0.000624528
threshold=0.090235000000000024 -0.60723499999999997 0.089345000000000022 85.823648898300021 -0.085550000000000001 85.705356740550016 0.083555000000000032 0.08079500000000002 -0.105535 62.095317438950012 87.261973998100004 0.08729000000000002 -0.22932499999999997 -0.58319500000000002 -0.10696499999999999 44.202975721700007 -0.16533 69.545034918450014 72.04530097975001 62.014663695050011 -0.090369999999999992 -0.59087999999999996 86.474255765850003 -0.24023999999999998 -0.22386500000000001 48.393869453650005 61.987779113750001 86.420486603250012 85.866664228400012 85.769879735700016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 24 10 11 19 13 21 15 23 17 -14 -19 26 -21 -11 -18 -15 25 -3 27 -5 29 -2
right_child=28 2 -4 9 -6 -7 -8 -9 -10 12 -12 -13 16 14 -16 -17 22 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10014316039937543 0.00029281939775338068 -0.062598111316579316 -0.0038052157409148748 -0.003313598500239929 0.00033495456828793265 0.074874364897787066 -0.096432000784968178 0.075608184716511928 -0.10003750000789782 0.0018036139286615877 0.0034007734048797015 -0.0057782964579651238 0.087808238796342808 -0.019221859577387833 -0.082005122095408028 -0.073380493464387256 0.002904042927385414 -0.10008345811852581 0.06423098330189464 0.00089105457804179462 -0.0069129704209904335 0.088839162393579307 -3.2598005235563362e-05 0.048392845911414129 0.034791051446582982 0.0049514377309016252 0.0012089578681580646 0.0010811326788344028 0.0003278018482576731 -0.0026136219193047864
leaf_weight=0.0013119736356114178 2.4882891078714837 0.0016245109885283399 0.53818363584623696 0.5189369343198369 1.5266817068650098 0.020916663173920824 0.0041939761571517789 0.0041223494556561499 0.0010005755321174101 0.002144074316816541 0.52310512997166814 0.54123746409402418 0.0025176920234411529 0.0013696388113942914 0.0046287792337063862 0.0017734456607185756 0.53386747734942375 0.0017925756753811584 0.0032199332593965679 0.50839007183094509 0.5489836692531751 0.0012389400658605618 15.402930912112202 0.0015585712921506465 0.0018782826955977541 0.0066114055538033512 1.0194217730677335 0.50924940469507707 18.258524053954403 1.0518316936640983
leaf_count=51 203 263 108 41 248 21 94 23 12 61 26 41 14 28 95 69 40 11 47 18 39 14 1709 16 57 73 20 9 1146 36
internal_value=-2.4067e-07 -0.000178803 -0.000172904 -8.27908e-05 0.00120038 0.0339466 -0.0101102 0.0136496 -0.00933019 -0.000182698 -0.0011098 -0.00175691 5.9539e-05 -0.0272695 -0.0493678 -0.0172364 8.13302e-05 0.0329986 0.00546878 -0.00105593 -0.00316076 0.0336781 6.57767e-05 0.0167668 -0.000356719 -0.00837252 3.09901e-05 -0.00113694 0.000181879 -0.000570735
internal_weight=44.0315 22.2329 22.2316 21.6934 1.56703 0.0403478 0.0194311 0.0152371 0.0111148 20.1264 4.16932 3.64622 15.957 0.0127134 0.00933043 0.00470166 15.9443 0.0075302 0.00501251 3.10498 1.05737 0.00338301 15.9368 0.00292821 0.0101142 0.00823592 2.04761 1.02819 21.7986 3.54012
internal_count=4633 3248 3197 3089 791 543 522 428 405 2298 194 168 2104 283 208 113 1821 72 58 127 57 75 1749 44 393 336 70 50 1385 239
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=31
num_cat=0
split_feature=3 3 1 3 2 4 1 1 0 2 1 0 2 0 2 2 0 1 3 2 0 0 1 4 2 3 3 1 4 3
split_gain=0.000115893 0.000595495 0.00218341 0.000343341 0.00118721 0.000606029 0.00139502 0.000900889 0.000327581 0.00644681 0.00935289 0.00862209 0.00261455 0.00249747 0.00337191 0.00246098 0.000236578 0.000469749 0.00146825 0.000604066 0.000392037 0.00814066 0.0121716 0.00245767 0.000811438 0.000308508 0.000412577 0.000643965 0.00136084 0.000368461
threshold=0.090235000000000024 0.08846500000000003 75.180043159850015 0.08729000000000002 -0.60723499999999997 34.214889417600013 72.209296925700016 68.846035804500005 88.122280599850015 0.059500000000000011 62.678712853250012 95.746747857800017 -0.088880000000000001 100.53758024625002 -0.047144999999999999 -0.096559999999999993 97.491557184450016 77.621163142300006 0.10821500000000002 0.011900000000000003 88.350799540950007 90.767723400200012 63.452988794850008 38.621016321050007 -0.051199999999999996 0.11636500000000001 0.42293500000000012 61.966271448700006 43.276780833950006 0.10646500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6 -5 10 -10 12 15 -13 -15 -12 20 18 -18 -20 25 22 -22 -24 -23 29 27 -27 -29 -2
right_child=16 2 -4 8 5 -7 -8 -9 9 -11 11 13 -14 14 -16 -17 17 -19 19 -21 21 24 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.10012952571317024 0.00019650689061947763 -0.0069787195231487686 0.00023315352027154774 0.0004522911135624889 -0.005940702475430909 -0.00013838838023698513 -0.061100240750950829 0.10003526042406469 0.1002092990461283 -0.000677909563531235 -0.031381777328402131 0.077598941320350112 -0.045574676151668873 0.066860203402518373 -0.10010753617976841 0.055799380620801045 -0.0060923323201537791 0.00058752632109944618 0.0027447528813311934 -0.002090935015824085 0.063643465388126957 0.0013173216902155546 0.014464796789811413 -0.02714040319379037 -0.0031171550970509904 -0.00021445684939250048 0.00047113100905944722 -0.0067481552888010226 0.0004799316924069695 0.0018411686649774052
leaf_weight=0.0011872762707011422 9.1794671998575925 0.58068051861059489 1.5151857021463504 1.5472068913338559 0.0011890096712673997 18.008723031796041 0.0011412017462752375 0.0024654180597281083 0.015526860021054634 0.50506057353692313 0.0063679461315473418 0.017343170482490677 0.018586867869714752 0.0029000648424085665 0.0020748660156574283 0.006587375741219148 0.53886510817196343 1.5632037730872037 0.52081879259230823 0.51255059859977337 0.051296129939145341 1.6174304387302749 0.033454717717177118 0.024666243352839956 0.55396806016725686 2.0270865104988607 2.5303125001373701 0.54160714779361308 0.50179781495535281 1.5995575468184728
leaf_count=51 313 126 90 52 87 2543 98 4 3 13 33 15 37 23 66 7 80 376 34 42 17 193 37 27 89 40 27 44 3 63
internal_value=-1.33079e-07 -0.000160775 -0.00176497 6.1948e-06 -0.000135514 -0.000128923 0.0354151 0.0655548 0.00120943 0.00324868 0.0318298 0.0121174 -0.021538 0.0596825 -0.00277608 0.0129471 0.000163724 -0.00064001 -0.0018605 0.000346255 0.00029877 0.00152708 0.0281412 -0.00319224 0.000185996 0.000127733 -0.000474331 -0.00125346 -0.003272 0.000440567
internal_weight=44.0283 22.2322 2.09587 20.1364 18.0147 18.0135 0.00479563 0.00365443 2.12165 0.574448 0.0693872 0.0538603 0.0315422 0.0223181 0.00497493 0.0129553 21.7961 3.13544 1.57223 1.03337 18.6606 2.28082 0.109417 0.058121 2.1714 16.3798 5.6008 3.07049 1.0434 10.779
internal_count=4633 3248 216 3032 2783 2732 189 91 249 197 184 181 77 104 89 40 1385 532 156 76 853 363 81 64 282 490 114 87 47 376
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=2 2 1 4 2 0 2 0 2 1 3 0 0 2 3 0 3 2 1 0 3 2 4 4 0 0 4 2 3 3
split_gain=0.000163672 0.00109764 0.0155552 0.00959919 0.0153775 0.000460885 0.00230934 0.000690379 0.000394539 0.000382271 0.00406922 0.00670297 0.00281362 0.00287511 0.00222607 0.00415767 0.00211183 0.00192919 0.000662652 0.000570425 0.000436094 0.00119849 0.00113135 0.00331603 0.00215756 0.00170886 0.00115707 0.000614963 0.000449097 0.00163588
threshold=-0.064729999999999996 -0.053874999999999999 70.182199495350019 40.099856909850011 -0.059424999999999999 86.345209775600011 -0.017745 86.393602021950016 -0.072755 75.28220456885002 0.088260000000000019 98.51854819030001 99.403050915200012 -0.084729999999999986 0.085235000000000019 97.491557184450016 0.083905000000000021 -0.081844999999999987 79.328334055150009 104.22883325935001 0.10385500000000002 -0.086139999999999994 34.424709467050008 34.214889417600013 94.109476856350014 91.886121982450007 33.036871954450007 -0.098419999999999994 0.090235000000000024 0.08846500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 6 -3 -7 9 20 11 14 -13 16 15 -11 18 -15 -14 -20 22 27 23 24 25 26 -1 -22 29 -24
right_child=1 5 -4 4 -6 7 -8 -9 -10 10 -12 12 13 17 -16 -17 -18 -19 19 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10004646181556541 0.083601845218914561 -0.0067877960269312788 -0.002797232829792089 0.062454289203377381 -0.028552203487385425 0.0038361282140273092 0.0006477430664289241 0.0001432898359522336 -0.0027081618627590506 -0.071809432238701829 0.00055352279986870228 -0.10012490138258885 -0.066896047443685824 -0.10010005707420461 0.098118509782350552 0.094114726025000608 0.077559444838201486 0.010851415807422271 0.064760659510029378 -0.0044044830066763702 -0.0032065646117483654 -0.0040681986622686022 -0.00014194580855988331 0.10000950644160805 -0.10009140419047841 0.10001450620968189 0.040655886615004341 0.00050543838031709605 0.00059986148103349508 -0.0057122205772637338
leaf_weight=0.0011682825089902593 0.033255353638198648 0.56499059829727039 0.52371513576755691 0.038863693022641144 0.035551578586634491 0.52288227331883064 1.6022183545235791 15.91728620166734 0.59744577555913636 0.0025701798528002797 1.5567062914361458 0.0027225229550822396 0.0012717987793908758 0.0033371793459388011 0.013292518589878455 0.00366176876082136 0.0061033792726703498 0.0029546383567475862 0.0015608990758346764 0.0050508996851278409 0.5417485594412027 1.0452243141976101 10.799523283977583 0.0043181340013234149 0.0019862413827246295 0.00179784678039141 0.0011695661249684353 2.5332981926045268 7.1044702306934573 0.55428802221004758
leaf_count=79 24 81 54 20 26 9 280 1078 96 72 317 10 48 30 11 7 89 21 109 381 77 35 1202 3 7 5 18 41 311 92
internal_value=3.29469e-07 0.000219182 0.00431968 0.0389367 0.0189763 8.00443e-05 -0.0012907 0.000260741 -0.000169545 -0.000106842 0.00138725 0.0319067 -0.00467136 0.00814372 0.0749985 0.0256843 0.0333978 -0.0479972 -0.000791524 0.0119239 -0.000212619 -0.00114286 -5.08632e-06 0.0329046 -0.0144281 0.0267133 -0.0296567 -0.000148526 -2.37002e-05 -0.000413884
internal_weight=44.0244 19.2388 0.631386 0.107671 0.0744153 18.6074 2.16721 16.4402 24.7857 24.1882 1.59923 0.0425258 0.0230013 0.0202788 0.0195245 0.00623195 0.013987 0.00629182 0.0078836 0.0066118 22.589 4.12027 18.4687 0.0104401 0.00612194 0.0041357 0.00233785 3.07505 18.4583 11.3538
internal_count=4633 1572 124 70 46 1448 361 1087 3061 2965 1095 778 688 678 90 79 627 51 538 490 1870 153 1717 112 109 102 97 118 1605 1294
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=4 1 2 3 2 2 2 2 0 2 2 2 0 0 3 3 2 2 3 2 3 3 1 0 4 3 2 4 4 2
split_gain=0.000168026 0.00025149 0.000787711 0.000711811 0.00468102 0.00873729 0.00760733 0.00329745 0.000298823 0.000505541 0.000240181 0.00506483 0.00379158 0.00333196 0.00493856 0.00214814 0.000670385 0.000282486 0.000962522 0.0141735 0.00319473 0.00440885 0.000488119 0.00155307 0.000421717 0.000398885 0.000528976 0.000373742 0.000303234 0.000776731
threshold=40.574766824850009 62.084563606450011 0.0041150000000000015 0.10990500000000002 0.25783500000000009 -0.16164499999999998 -0.025719999999999996 -0.117885 85.968825637350008 -0.066979999999999998 0.075080000000000022 0.28423000000000004 97.789976036950009 90.189704902150012 0.09803000000000002 -0.097064999999999999 0.22387500000000005 -0.059424999999999999 0.088260000000000019 -0.117885 -0.091114999999999988 0.08729000000000002 71.053259929650025 91.109157582800023 39.852039223600009 0.094595000000000026 -0.076544999999999988 39.525197829750006 39.427119987250002 -0.040509999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 10 5 -5 7 -7 9 -1 17 12 13 -12 15 -15 -17 18 19 -3 -21 -22 23 24 -19 27 -27 -20 29 -24
right_child=-2 3 -4 4 -6 6 -8 -9 -10 -11 11 -13 -14 14 -16 16 -18 22 25 20 21 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00025816721242482947 -0.00015418591954355994 -5.5130908441526487e-05 0.0042377043670609495 0.063939888401127382 -0.00015888120340117002 -0.028435212962498777 -0.0067113162380348333 -0.10037610516585592 0.001003321152273629 -0.0031529333871216413 -0.076648282082234953 0.00089291427481981889 -0.10023175213085643 0.019511880797021264 0.059556729316866057 -0.073753576585121577 -0.028396558310979994 -0.0021659545400184456 0.0035523226786070652 0.0027498065142642315 -0.10064308619141715 -0.015002561639889762 0.0003540940129081458 0.0064607343433009962 0.0018936628465960035 -0.0031846301820993256 0.0012860414395612784 -0.00019974233771573595 0.00084056894562705223 -0.0041089816515779767
leaf_weight=2.3926488972419167 27.014772061869209 0.51512848119504018 0.5789269657018713 0.0090159048788302082 0.50764131817347025 0.0092866745521697075 0.030665426643533986 0.020295001248247777 3.5577417129472622 0.5308788735255433 0.0083454066334525401 0.50875798172745823 0.0073545585829945795 0.0055530931967950033 0.0083609942521434277 0.0076790619186795934 0.0056608093540262416 0.51351602517626715 0.548866477427157 0.0059069625170931053 0.022328562729775792 0.0082258380082791405 1.510565921438711 0.5461552103224675 0.51004885793906851 0.54269536688777176 0.51659310581968743 0.51418378228399675 2.5358817778605625 0.52563314050720045
leaf_count=221 2923 270 50 29 22 17 35 59 59 27 14 89 73 12 6 23 29 27 103 34 76 15 25 38 24 140 26 52 39 76
internal_value=8.19891e-07 0.000247074 0.000703487 -7.69652e-05 -0.00348617 -0.0278725 -0.0416121 -0.0777915 0.0003878 -0.000361249 0.000132994 -0.0018911 -0.0348658 -0.0213617 -0.00443242 -0.0327505 -0.0545062 0.000259668 -0.000598243 -0.00431984 -0.0645719 -0.077587 0.000633173 0.00215463 -0.000143022 0.00036899 -0.00100438 0.0017375 0.000110814 -0.000798023
internal_weight=44.0193 17.0045 7.0602 9.94435 0.576904 0.069263 0.0602471 0.0295817 6.48127 2.92353 9.36744 0.551712 0.0429539 0.0355994 0.027254 0.018893 0.0133399 8.81573 2.67393 0.55159 0.0364614 0.0305544 6.1418 1.56972 1.02356 2.12234 1.05929 1.06305 4.57208 2.0362
internal_count=4633 1710 357 1353 162 140 111 76 307 248 1191 246 157 84 70 64 52 945 716 395 125 91 229 89 51 321 166 155 140 101
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=31
num_cat=0
split_feature=4 4 4 3 2 1 0 1 4 0 2 3 3 4 1 3 1 4 4 4 4 4 4 1 2 3 2 0 4 3
split_gain=0.00013513 0.000240472 0.000513951 0.000775237 0.000411349 0.000630309 0.000347737 0.000473033 0.000230782 0.00190246 0.000230561 0.000298101 0.000237395 0.000226555 0.00029471 0.00115453 0.000346858 0.000232657 0.0015415 0.00218703 0.00130159 0.000227149 0.000213962 0.00167909 0.000197229 0.000193441 0.00100182 0.00017862 0.000521101 0.00143147
threshold=40.574766824850009 40.165165956550005 40.003678352300007 0.09557000000000003 -0.088039999999999993 62.068432857650002 85.823648898300021 61.821094709650005 40.986363433950011 86.538778761000017 -0.091149999999999995 0.089345000000000022 0.080545000000000019 37.041406607950009 71.053259929650025 0.093325000000000033 61.987779113750001 39.896141435400004 38.474425342400004 39.262923716450011 39.571921479100006 39.788107623550012 41.184662530950007 62.020040611300011 -0.10434500000000001 0.091275000000000023 -0.094409999999999994 86.135510041400025 41.873095646600007 0.088350000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 24 -6 7 -1 9 -2 -11 12 -12 25 15 16 -15 18 -18 -20 -21 -16 23 -10 -3 -8 -27 -24 29 -29
right_child=8 4 3 -5 5 -7 13 -9 22 10 11 -13 -14 14 21 -17 17 -19 19 20 -22 -23 27 -25 -26 26 -28 28 -30 -31
leaf_value=0.00024290551936015671 -0.0063115481805506544 0.00021902475478949285 -0.0048262654680375598 -0.00011359082800408956 0.0034355103029304552 0.00052550201395218789 0.00052203465448500146 -0.0034676641601665073 -0.0013425560385024373 0.00093483159940997674 -0.00038161822205229953 0.00027440252919793518 -0.0034179670430674984 -0.00081232294332933194 -8.3859668775438983e-05 0.0055147831455180972 0.023115240680120452 0.001446212575705893 -0.034077481191138063 0.02908519117079765 -0.012974183755478499 0.0016092548940232682 0.0004174404856081863 0.0054254601907536724 -0.0021993402033119031 0.0017117066059894671 -0.0044367703984363755 -0.00036079557248795376 3.0791491961392282e-05 -0.0057333858404973806
leaf_weight=0.87674970742708236 0.54840847437009532 1.0146001402509641 0.52991108698046474 1.0227750488721765 1.052552280466897 2.5418145234545109 1.0463325054487516 0.56494783307941254 1.0100250545833653 1.5253335570054383 0.50435281201751581 1.5098070833951736 0.52608546141778523 1.0087694243629535 3.5800682131826562 0.582204537483895 0.034838349469737184 0.50588619722054773 0.016407808308485983 0.017392568401191966 0.012752760525302165 1.0176228082000713 5.181604855714256 0.57538708146792261 0.50512364166211643 0.52454413808518652 0.53559749773623921 2.5491713105096743 12.471531458746282 0.6157021262027994
leaf_count=179 90 65 75 14 30 71 300 98 38 52 20 29 25 17 368 83 48 8 28 15 40 34 734 69 14 93 130 140 1581 145
internal_value=2.09404e-07 0.000221174 -2.56906e-05 -0.00172196 0.000794485 0.00137765 0.000229419 -0.00121113 -0.000138752 -0.000782771 -3.69906e-05 -0.000620538 -0.00193181 0.000463233 0.000744821 0.00170296 0.000312486 0.00224457 0.00720677 -0.00469844 0.0112923 0.000290883 -6.11667e-06 0.00111373 -0.000584788 -0.000442557 -0.00139458 -9.13997e-05 -0.00026002 -0.00140599
internal_weight=44.0083 16.9909 11.8768 1.55269 5.11409 3.59437 10.3241 1.4417 27.0174 4.61399 4.06558 2.54025 1.03044 8.88242 6.77594 2.17825 1.59605 0.587278 0.0813915 0.0465531 0.0301453 4.59769 22.4034 1.58541 1.51972 2.10647 1.06014 20.818 15.6364 3.16487
internal_count=4633 1710 1530 89 180 101 1441 277 2923 216 126 74 45 1164 641 239 156 139 131 83 55 402 2707 107 79 523 223 2600 1866 285
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=2 2 1 4 1 1 0 1 1 2 1 3 0 0 0 2 0 0 3 3 4 1 3 2 3 0 0 2 3 4
split_gain=0.000158074 0.000342175 0.000242045 0.000444936 0.000409778 0.000343683 0.00100758 0.000596286 0.000292848 0.000424772 0.00039478 0.00463318 0.00388638 0.00283953 0.00462043 0.00450333 0.00291968 0.00104859 0.000299841 0.000212821 0.00047762 0.000502273 0.00041136 0.00150302 0.000909961 0.000279887 0.0128954 0.00595722 0.00315064 0.00180967
threshold=-0.031989999999999998 -0.029285000000000002 61.944763783650011 37.892416320650007 61.982402197500001 62.132955852800002 86.264556031700025 62.334590212600006 63.910026677050006 -0.027754999999999998 70.128430332750014 0.11296500000000002 90.189704902150012 91.109157582800023 93.308316333500017 0.12419000000000002 93.671258181050021 89.474575039450016 0.10020000000000003 0.11636500000000001 41.444941515100005 61.998532946250002 0.10646500000000002 -0.091639999999999985 0.10526500000000003 97.886760529650019 99.88966183685001 -0.14314999999999997 0.088755000000000014 34.424709467050008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 -2 3 -3 -4 6 -6 -7 9 -9 11 12 17 -14 15 -15 -16 -10 -12 22 21 -21 24 -24 25 29 27 28 -27 -1
right_child=1 2 4 -5 5 7 -8 8 10 -11 18 -13 13 14 16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.043415449090186735 0.0027910042109107391 -0.00039827300064625029 -0.0027169177361761505 0.0036456965338787319 -0.00030260283236032245 -0.0033471889461220241 0.0050251562264189108 -0.00039273769321673292 -0.044007454176696215 0.0036446125963033303 0.00032227874563929782 0.00069195250587257182 0.028956910802495545 -0.10041979539365038 0.046298634347033095 -0.0057442358979486376 -0.029112929164323138 -0.096016317129273165 -0.0021242982905385114 0.00039481756460506577 -0.0036278268667869333 -0.0029888781414280454 -0.00076804252114329966 0.0056429980762457872 -0.0043181426986079671 0.062450334725244819 0.00011590336119794936 -0.098430460275655079 -0.079733578723949455 4.8441241705360602e-06
leaf_weight=0.0096067577883215405 0.52625893922242895 0.54719319265569233 0.51070177682045326 0.54112245504480749 1.0191041692788463 0.51769645587137247 0.54469012508343428 0.49870655685663223 0.0074721499041129355 0.54578923450410044 6.604362928903365 0.51240750091369591 0.011881020000146236 0.01179385701721003 0.0098397854853828903 0.0087526739182148816 0.010735390709434967 0.0080561562936054543 0.54203758651653977 2.0134049407024586 0.5343432941118279 0.56090095899871784 1.0217750577193454 0.56951056119312582 0.50857696210936154 0.004272684341429355 1.0434836627352924 0.019672850452509549 0.0024533176872305607 24.740449385769146
leaf_count=116 29 23 20 184 46 14 40 2 33 52 616 19 12 13 16 42 30 10 112 29 45 93 55 57 19 43 948 45 23 1847
internal_value=2.84816e-07 0.000293331 0.000187774 0.00161243 5.1337e-05 0.000181597 0.00155313 -4.92856e-05 0.00014535 0.00171693 -6.70789e-05 -0.002574 -0.0269936 -0.0141039 -0.0265452 -0.0600887 0.00695158 -0.0709899 0.000136712 -0.000122291 -0.00090716 -0.000342437 -3.49016e-05 0.00152643 -0.000129268 -4.67591e-05 -0.00163032 -0.0706542 0.0105886 2.1694e-05
internal_weight=44.0071 12.9786 12.4523 1.08832 11.364 10.8533 1.56379 9.28953 8.77183 1.0445 7.72734 0.580939 0.068531 0.0530027 0.0411217 0.0205465 0.0205752 0.0155283 7.1464 31.0285 3.10865 2.57431 27.9198 1.59129 26.3285 25.8199 1.06988 0.0263989 0.006726 24.7501
internal_count=4633 1313 1284 207 1077 1057 86 971 957 54 903 175 156 113 101 55 46 43 728 3320 167 122 3153 112 3041 3022 1059 111 66 1963
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=2 1 1 2 0 1 4 1 3 2 4 0 1 3 3 2 2 2 4 2 3 3 0 0 2 3 3 1 3 4
split_gain=0.000153509 0.00249655 0.00782 0.000743026 0.000307208 0.000418511 0.000283514 0.000479592 0.000567944 0.0011403 0.000662259 0.000497726 0.000274921 0.000226358 0.00116345 0.000282704 0.000225734 0.000300281 0.00062124 0.000438489 0.000171645 0.00112541 0.000416997 0.0113159 0.00550773 0.00269741 0.0019094 0.00505992 0.00239655 0.00197534
threshold=-0.036264999999999999 61.821094709650005 61.076391807500009 0.11061500000000003 85.866664228400012 61.944763783650011 42.081757894750005 61.982402197500001 0.10602000000000002 0.18839000000000003 41.087689990200012 85.990333302400003 58.309968391300011 0.08759500000000002 0.12376500000000003 0.067985000000000018 -0.011849999999999999 0.17437500000000003 39.476991512000005 0.28423000000000004 0.10385500000000002 0.10787500000000003 97.886760529650019 99.88966183685001 -0.14314999999999997 0.088755000000000014 0.089850000000000027 80.538140213850014 0.095830000000000012 40.858951393400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 3 12 -3 -6 7 -7 10 -10 16 -12 -2 15 -15 -8 -9 18 -18 -19 22 -22 -1 24 25 -24 29 -28 -29 -25
right_child=1 4 -4 -5 5 6 13 8 9 -11 11 -13 -14 14 -16 -17 17 19 -20 -21 21 -23 23 26 -26 -27 27 28 -30 -31
leaf_value=3.7257295340665016e-05 -0.038279473731623492 -0.002058255093774991 0.093480422892787934 -0.0096972948802279118 0.0030923408077042584 -0.0023933244669465401 0.0023577886357565238 -0.0020237035981037015 0.0059375215776911253 -0.00049924525830860622 0.00041075872086176026 0.0047495430728220385 -0.10013283967428228 -0.0050875246423988905 8.7928921328251757e-05 -0.00024070339333846769 0.0037161696269661284 -0.003330906937897388 5.1888996512242572e-05 0.00077456423410126761 -0.00489814278118356 -0.00011595407354131908 0.058490011843873251 0.045700779109056025 -0.098017898094983846 -0.076629474232003045 -0.075538198553008348 0.06625858942790587 -0.10003250705907805 0.00049017478130797352
leaf_weight=24.705460287759617 0.0010242412020728944 0.56394605570273526 0.01004576456034556 0.0024636955944382644 0.52483816989115339 0.50385840811941207 0.52915667703441105 0.51872551617336249 0.5805984514119108 0.5232687987253245 0.50135765224695139 0.55940190685490743 0.0024079977542310615 0.55416370039640339 2.0092142574419753 2.0055305000597907 0.5461396916966742 0.5306337515268148 3.0277101721816502 0.51038128282568296 0.5580628127486279 4.1637661406470361 0.0041143828743256386 0.0098482360032683403 0.017872009175847414 0.0023052427460428238 0.01045027950292271 0.0051741604074299332 0.0010410292410463484 0.51689913746267602
leaf_count=1919 127 93 11 33 17 8 73 59 55 54 2 101 11 169 24 123 99 121 70 93 75 248 43 247 45 22 45 79 55 512
internal_value=-8.517e-08 0.00027327 0.0398241 -0.051598 0.000228198 0.000324245 0.000211626 0.000590581 0.000796586 0.00288629 0.000424189 0.00269886 -0.0816747 -0.000368326 -0.00103093 0.000301774 -4.58281e-05 0.000176491 0.000611848 -0.00131811 -0.000127716 -0.000681151 -2.43173e-05 -0.00270393 -0.0694797 0.00996955 0.000281082 -0.0330443 0.0384052 0.00133545
internal_weight=43.9999 14.0049 0.0159417 0.00589593 13.9889 13.425 12.9001 7.80208 7.29822 1.10387 6.19435 1.06076 0.00343224 5.09807 2.56338 2.53469 5.13359 4.61486 3.57385 1.04102 29.995 4.72183 25.2732 0.567704 0.0242916 0.00641963 0.543413 0.0166655 0.00621519 0.526747
internal_count=4633 1343 182 171 1161 1068 1051 662 654 109 545 103 138 389 193 196 442 383 169 214 3290 323 2967 1048 110 65 938 179 134 759
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 1 3 4 4 0 2 4 2 3 3 2 1 3 0 2 4 0 1 4 0 0 1 1 0 3
split_gain=0.00012999 0.000837699 0.000688006 0.000299699 0.000895524 0.00179262 0.000366506 0.000603718 0.000921891 0.00166344 0.000552509 0.000900356 0.00204565 0.00054548 0.000710437 0.000471643 0.000280697 0.000800131 0.00109593 0.000334577 0.000491832 0.000236457 0.000267001 0.00124315 0.000644415 0.00147411 0.00775506 0.0137054 0.00705759 0.00690024
threshold=87.261973998100004 86.904409066750006 62.116825104000007 0.42293500000000012 0.12001500000000002 61.907125369850007 0.092015000000000027 41.32819714970001 40.574766824850009 85.823648898300021 -0.08725999999999999 41.16018805045001 -0.057599999999999998 0.10646500000000002 0.098085000000000019 -0.077085000000000001 62.020040611300011 0.082535000000000011 86.420486603250012 -0.084259999999999988 43.219899330700009 87.842680954300008 64.630533455950015 42.055256506450007 90.321439350550008 93.972365491700018 66.859265246100009 68.20618276945001 90.767723400200012 0.10787500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 6 -6 7 8 -1 -10 -8 13 -13 14 -12 16 19 -18 -19 20 -9 -4 23 -23 -24 26 28 -28 -26 -29
right_child=2 -3 21 -5 5 -7 10 15 9 -11 11 12 -14 -15 -16 -17 17 18 -20 -21 -22 22 24 -25 25 -27 27 29 -30 -31
leaf_value=-0.00038779505311343902 0.0036999953821089423 -0.0040091856369806307 -0.0020101359299014299 0.0015995696350221034 4.5668432385376429e-05 -0.0070697311691677207 -0.00044231416804621591 -0.0039477468057832043 0.00017213124441273726 -0.0077907087490024941 0.0019068799498403806 0.0077115233659353528 -0.00078385704693853466 0.0024294987943210768 -0.0013455181590920761 -0.0026731737522555604 -0.00018635257578955859 0.0063107489387363366 0.00074872099079017042 0.00040339450112956683 0.00038656875902160875 0.0053009261280778505 -0.0033533592383235538 7.1789086724976836e-05 0.083901173670406615 1.0172465630777199e-06 -0.067219392704240891 0.025620702906567972 0.0040802360364970806 -0.04824239429728526
leaf_weight=2.55552491805217 0.54110192894495668 0.55288155460049182 0.52376738934444844 1.0270993289304886 1.0039901231749571 0.54696244940890881 3.5473373132924166 0.52830362500104788 0.51207791270212488 0.53793805185159727 1.0279230334226759 0.59500258262735151 0.54130594028179502 1.0549832437936855 1.9375353374111908 0.54726874915744339 2.5111692275789821 0.5456708095490227 1.0098800690029746 2.015976846934052 0.51899447821689904 0.55109572598246659 0.55950432680222917 2.5974747656036925 0.022890884655683785 15.937237531675231 0.026477532440122076 0.080820757847717362 0.021463156244657 0.014994038464806181
leaf_count=296 54 41 46 15 20 44 100 64 102 37 30 41 63 18 31 193 116 134 8 40 161 62 116 67 30 2431 79 147 31 16
internal_value=-1.70765e-07 -0.000163519 0.000180712 -6.92933e-05 -0.000148878 -0.00246366 3.07457e-05 -0.00034537 -0.00141277 -0.00390734 0.000518291 0.00117909 0.00366456 0.000476619 -0.000218133 0.000155922 0.000373072 0.000917631 0.00269982 -0.00034987 -0.00179985 8.70693e-05 0.000142513 0.000987047 -1.7063e-05 9.88514e-05 0.00945523 -0.00353634 0.0452754 0.0140619
internal_weight=43.9947 23.1178 20.8768 22.5649 21.5378 1.55095 19.9869 11.2828 3.60554 1.05002 8.70409 5.15675 1.13631 4.02044 2.96546 7.67726 7.13 4.06672 1.55555 3.06327 1.0473 20.3357 19.812 3.14857 16.6634 16.1039 0.166646 0.122292 0.044354 0.0958148
internal_count=4633 1554 3079 1513 1498 64 1434 1151 435 139 283 183 104 79 61 716 523 258 142 265 225 3025 2979 129 2850 2734 303 242 61 163
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=31
num_cat=0
split_feature=4 4 1 4 1 0 2 1 0 0 0 4 4 4 3 3 2 2 1 3 1 0 1 3 2 1 2 0 0 4
split_gain=0.000125245 0.000267367 0.00178747 0.000372007 0.00146242 0.000223557 0.00045841 0.000763665 0.000576496 0.000321766 0.00021671 0.00493918 0.00202992 0.00322318 0.000218526 0.000701922 0.00165861 0.00101705 0.000574494 0.000444667 0.00070036 0.000326519 0.000572296 0.000322169 0.00053027 0.000202089 0.000889465 0.000556962 0.000576342 0.0064481
threshold=40.574766824850009 40.986363433950011 62.041548276350007 41.184662530950007 62.020040611300011 85.823648898300021 -0.084729999999999986 61.950140699950005 85.705356740550016 85.662341410450011 102.21786657775002 42.527280425250005 42.388109226950007 41.243661560350013 0.088145000000000015 0.090235000000000024 -0.06828999999999999 -0.022394999999999998 62.425997789000007 0.086555000000000021 62.678712853250012 86.780739992750014 62.025417527550012 0.42293500000000012 -0.027754999999999998 62.084563606450011 0.0041150000000000015 87.028078140750011 93.972365491700018 39.656620114300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 -2 4 -3 6 8 -8 -5 -9 14 12 13 -12 19 16 -16 18 21 -7 -21 22 -17 24 -23 26 -1 -27 29 -29
right_child=1 3 -4 5 -6 10 7 9 -10 -11 11 -13 -14 -15 15 17 -18 -19 -20 20 -22 23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.00028624789380550731 -0.0062113046340181461 -0.00080179945205495311 -0.00010705414267575048 7.7051352852712074e-06 0.0055112472801814643 -0.00021534446359091719 -0.0034350985470961042 -0.00055031289285072192 0.0046722076451169922 0.0029786882820537512 0.10005897195714167 0.00027080154822871425 0.091468444344472072 -0.083676266773291874 -0.0069198557062447666 0.0011400583494811105 0.00099028730465373633 -0.0043296928282416302 -0.0028966587020587574 0.0044133955150767058 -0.00067437080241056126 0.0047514234664238287 -0.0015757834553918875 0.00012237377306855047 0.00026655123467376004 -0.0022813133279443016 0.0043767605353831089 0.00030996612110771826 -5.679469173697785e-05 0.038302851289681597
leaf_weight=6.4761524342887702 0.54388479807863976 1.0134664757074467 4.0651652821657285 0.52437001805804262 0.57519992880034987 9.2115786214001645 0.52538333975341522 0.50729618966768686 0.53560244074469665 0.52652905473655665 0.0018223366162194174 0.51450884391235774 0.0085160922603382261 0.0020055232668292622 0.54645259386916223 1.553983346909263 0.51480580626207373 0.57054412423480005 0.57650989552666931 0.55362137728661831 0.52917929814179843 0.55617481627268717 1.549665251792703 1.0008079409599302 0.50120675872312881 1.0284286017866193 0.57912236296239772 0.64258065947217247 8.2078530062385013 0.048008606430116174
leaf_count=307 85 38 131 338 69 737 164 69 37 29 5 487 18 140 50 28 19 112 143 48 84 47 38 4 3 76 50 211 980 86
internal_value=3.14181e-08 -0.000133766 -0.000827378 8.95699e-06 0.00148393 -0.000103642 0.000760137 -0.000330648 0.00236467 0.00124701 -0.000228008 0.00177053 0.0642809 0.00379492 -0.000287615 -0.000703298 -0.00308272 -0.00030304 9.73162e-05 9.98842e-06 0.00192694 0.000431704 -0.000215973 0.00140837 0.00262556 0.000212822 0.000622012 -7.7999e-05 0.000176647 0.00295117
internal_weight=43.9904 27.0083 4.60905 22.3992 1.58867 20.8106 2.61918 1.55921 1.05997 1.03383 18.1914 0.526853 0.012344 0.00382786 17.6645 7.37015 1.06126 6.30889 5.73835 10.2944 1.0828 5.16184 3.10365 2.05819 1.05738 16.9821 7.05527 9.92687 8.89844 0.690589
internal_count=4633 2923 216 2707 107 2600 637 262 375 98 1963 650 163 145 1313 444 69 375 263 869 132 120 66 54 50 1710 357 1353 1277 297
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=31
num_cat=0
split_feature=2 2 1 4 2 1 3 3 0 0 1 1 3 0 0 0 3 4 4 4 3 3 2 4 0 3 2 3 3 1
split_gain=0.000133874 0.00100788 0.0133176 0.00527477 0.000370409 0.000427983 0.00353992 0.00584387 0.0027568 0.00465374 0.0019472 0.00285152 0.00180657 0.00108438 0.000779647 0.000407242 0.00155908 0.000773629 0.00750064 0.0174837 0.00248656 0.000533424 0.000854051 0.00171086 0.00117366 0.00157248 0.000803797 0.000402556 0.000370164 0.000343357
threshold=-0.064729999999999996 -0.053874999999999999 70.182199495350019 40.722669576350008 -0.072755 75.28220456885002 0.088260000000000019 0.087245000000000031 98.51854819030001 97.491557184450016 78.381996793250025 78.473404369650012 0.079395000000000021 104.03526427400001 101.11291028615001 86.264556031700025 0.10453000000000003 41.772405911750006 42.580420142950011 42.081757894750005 0.090665000000000009 0.094385000000000011 -0.095854999999999996 41.909642283050012 86.866770652900016 0.079470000000000027 -0.08725999999999999 0.10453000000000003 0.08846500000000003 75.629015667650023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 15 7 8 9 29 -10 -12 14 -14 -13 17 21 -1 19 -19 -21 22 -17 -24 28 -26 -23 -8 -25 -7
right_child=1 -3 -4 -5 -6 6 27 -9 10 -11 11 12 13 -15 -16 16 -18 18 -20 20 -22 26 23 24 25 -27 -28 -29 -30 -31
leaf_value=-3.0445062971258098e-05 0.062847332670066813 6.5521681672027471e-05 -0.0022910120142085452 0.017007413113552472 -0.0026162172984836021 -0.024129400224746411 -0.00039744694131673498 0.092356216906042871 -0.087432646837141401 0.092031124649972651 0.10008022742899761 0.076540966333904809 -0.10006295393994627 0.0020166710866099074 -0.0050283365026524201 0.00016189554655576319 -0.0057440650060111235 0.088907759985667634 0.0012048761467559491 -0.0027282487890470473 -0.095470459449673348 -3.7801197096458775e-05 -0.0068022065122363522 0.00087233234662246182 0.00036243821057408505 -0.0072279944161019877 0.004393172045507261 0.003011347670020459 -0.0014725870139761545 -0.10003180959631529
leaf_weight=7.9687322055007712 0.044934203114283977 18.593679083941787 0.52320366308030852 0.056876231871413552 0.59600264386568369 0.0010273193474863579 1.0335151056312453 0.011169156784569534 0.0031526797750133775 0.0070061583823957108 0.0023547904565930375 0.0014264759444984083 0.0033081796464031754 0.0015182422413738848 0.0065626466857864572 6.1395633275086441 0.55472054176918106 0.027768193456722323 1.0667648782603525 0.005013003136824068 0.0068295450441553385 1.5669190595660043 0.56285403093757302 2.0189466617739531 0.50677507592035886 0.5914817746463541 0.55420025801322381 0.52111664351513787 1.0099430494010446 0.0014194645206679901
leaf_count=431 36 1448 54 34 96 2 224 28 36 10 1 9 37 148 437 488 75 29 370 29 22 99 102 67 16 99 37 93 6 70
internal_value=2.41258e-07 0.000198293 0.00414814 0.0372389 -0.000153424 -9.27047e-05 0.00149116 0.0312693 0.00670528 0.0505667 -0.0159231 -0.00106206 -0.0196464 -0.0679519 0.00953605 -0.000204483 -0.000552605 0.000313586 0.00279148 0.0455208 -0.0562123 -0.000330238 -0.000614269 -0.00163033 -0.000924995 -0.0037255 0.00111991 0.00074519 9.04501e-05 -0.068163
internal_weight=43.9888 19.2187 0.625014 0.10181 24.7701 24.1741 1.59358 0.0389451 0.027776 0.00945294 0.018323 0.0151703 0.0128155 0.00482642 0.00798912 22.5805 13.5054 9.07511 1.10638 0.0396107 0.0118425 12.9507 10.8296 4.69 4.12715 1.09826 2.12112 1.55463 3.02889 0.00244678
internal_count=4633 1572 124 70 3061 2965 1095 778 750 82 668 632 631 185 446 1870 989 881 450 80 51 914 778 290 188 115 136 317 73 72
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=31
num_cat=0
split_feature=2 1 1 2 0 0 3 4 2 3 2 3 2 4 3 4 4 2 3 3 0 3 0 1 3 3 0 0 4 3
split_gain=0.00011653 0.00217187 0.0069467 0.000692747 0.000324609 0.000467181 0.000858927 0.0002962 0.000195607 0.00095286 0.000501309 0.000518916 0.000312894 0.000279662 0.000269867 0.00138231 0.000640602 0.00277179 0.00101559 0.00118337 0.000269483 0.00405133 0.00066066 0.000365048 0.000653413 0.000279087 0.00023704 0.00058801 0.000510666 0.00046378
threshold=-0.036264999999999999 61.821094709650005 61.076391807500009 0.11061500000000003 85.866664228400012 86.393602021950016 0.094595000000000026 40.767054867700004 -0.117885 -0.27450499999999994 -0.11051999999999999 0.086555000000000021 -0.10040499999999999 43.384297312450009 0.10336500000000003 34.424709467050008 37.817254840650008 -0.124155 0.094235000000000027 -0.10696499999999999 85.799452775150016 -0.25098999999999999 85.866664228400012 61.907125369850007 0.092185000000000031 0.089505000000000015 86.09518316945001 86.135510041400025 40.636252116050009 0.079025000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 7 -3 6 -6 -2 14 -10 11 -11 -12 20 15 -1 17 18 19 -17 23 -22 -23 -14 25 -25 28 -28 -24 -29
right_child=1 4 -4 -5 5 -7 -8 -9 9 10 12 -13 13 -15 -16 16 -18 -19 -20 -21 21 22 26 24 -26 -27 27 29 -30 -31
leaf_value=-0.081793041842368741 -0.10011735383886056 -0.0021530634979358078 0.092185521391864284 -0.0088301870015131522 0.00019739462743010065 8.1883245283646735e-05 0.0050897681658890062 -0.034651381852207168 -0.051757283469639627 -8.53751962299738e-05 0.0022037639688381821 -0.0045640091506386387 -0.00055823739778300928 0.0020204106798090557 0.0025169098197493005 0.02295996720632093 0.00017396823634568178 0.10004605747674317 0.041464513231150073 -0.10005522049554866 -0.067332827214564753 -0.0037838737267807602 1.3622604242169594e-05 0.0018080051121624433 0.0044527411364584822 -0.0014792998509021139 0.0017526786647164916 0.0007720998185696597 -0.0028700735649839506 -0.00061664075314857281
leaf_weight=0.0020561353205835733 0.0021839899745935954 0.56345046461810611 0.0091816022759303451 0.0024635166431823396 1.0221393653872599 11.845541577461738 0.55300113493012748 0.0010110717918654119 0.0035898236325796464 0.50386156578645236 0.55791790393806096 0.53171071923600388 1.3709552192301964 0.5560301987541284 0.54409481017755457 0.0012925576428994556 5.6435062853067821 0.0032517202458112243 0.0018358465172860633 0.0019797061753806045 0.0090364200174403164 0.54670283738231518 1.523354507080515 0.52399627851727337 0.55066256882207643 0.50926004299333272 1.5296687374357123 3.0805779364650165 1.0288507354534884 10.961342368220286
leaf_count=173 9 93 11 33 26 1008 34 129 15 21 133 47 37 149 117 62 1377 7 15 101 24 18 15 66 46 24 33 75 39 696
internal_value=6.69111e-07 0.000238888 0.0384744 -0.0486772 0.000198312 0.000297031 0.00191501 -0.0794008 -0.000110545 -0.000240918 -0.000233143 -0.00238491 -0.000135188 -0.000193994 0.000389817 0.00018512 0.000214944 0.0278763 -0.0180655 -0.0514637 -0.000250907 -0.000391279 -0.00035888 0.000636467 0.00167054 0.000187794 -0.000255565 -0.000109153 -0.00114886 -0.000311973
internal_weight=43.9845 13.999 0.0148402 0.00565858 13.9841 13.4207 1.57514 0.00319506 29.9855 23.7875 23.7839 1.03557 22.7484 22.1904 6.19802 5.65392 5.65187 0.00835983 0.00510811 0.00327226 21.6344 18.6795 18.6705 2.95487 1.58392 1.03326 18.1238 15.5716 2.55221 14.0419
internal_count=4633 1343 182 171 1161 1068 60 138 3290 1438 1423 68 1355 1222 1852 1735 1562 185 178 163 1073 900 876 173 136 90 858 804 54 771
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 2 3 1 0 0 3 3 3 0 3 3 1 2 2 2 2 0 1 3 0 0 1 3 3 1
split_gain=0.000123497 0.000947495 0.000529703 0.000377949 0.000937021 0.0023476 0.000696513 0.000317257 0.000463503 0.00211967 0.00447498 0.0112291 0.00681964 0.00225957 0.000802944 0.000757189 0.000361024 0.000351807 0.000305239 0.00755352 0.0234934 0.00714557 0.0133395 0.00287632 0.00335625 0.00389683 0.00352507 0.00192472 0.00248275 0.00187497
threshold=87.261973998100004 86.904409066750006 62.116825104000007 0.11636500000000001 0.42293500000000012 -0.088274999999999992 0.11148000000000002 62.132955852800002 86.780739992750014 86.681267041950008 0.08674500000000003 0.082855000000000026 0.094595000000000026 85.732241321850012 0.085715000000000027 -0.17949499999999999 62.116825104000007 0.063030000000000017 -0.084729999999999986 -0.088880000000000001 -0.088274999999999992 93.972365491700018 75.499969677400017 0.083905000000000021 89.980005167950011 91.109157582800023 71.504920895500007 0.083555000000000032 0.076615000000000016 72.04530097975001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 5 -5 7 16 9 10 11 13 -12 15 -13 -9 17 -1 19 23 -21 -22 -23 24 -4 -26 -27 28 29 -28
right_child=2 -3 18 4 -6 -7 -8 8 -10 -11 12 14 -14 -15 -16 -17 -18 -19 -20 20 21 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-9.0853765158824382e-05 0.0032694191389844502 -0.0042544670451548257 -0.080411670764375831 -0.00028238815576699236 0.0013835159760932896 -0.0079178093382531994 0.003713582419885448 0.040958220954922936 0.00050708290823644564 -0.0016800178448146321 -0.094678795849985065 0.098148151190344243 0.007567123656026852 -0.086271445264124266 0.046417479830616025 -0.042753576409925949 0.0019318059191333215 0.0024409883387166149 -0.00010599822154563475 -0.089732506873696452 0.10024457455601631 -0.10014927528482687 0.080725991449728265 0.00061092453240014035 0.05248009137718438 -0.081651655307610579 -0.10007585486687863 0.08186319436809672 -0.079856216886757536 0.027809745727759044
leaf_weight=16.310459960712379 0.53959155295115735 0.55130238822381983 0.0088622821551866057 1.5121843634040817 1.0255067996331488 0.54882341010116364 0.52043578906317733 0.0023170023390211023 0.50537244463339448 0.49806312599685043 0.015423520396485868 0.0070138802051324944 0.011304572081130004 0.0087804876964696632 0.0052436485501630159 0.0020247333831981962 1.0198768322728131 0.56793113607914847 16.021480418519037 0.011740067454590136 0.028128964186178856 0.0061419314355930501 0.012130056527795252 4.208981183370903 0.0074572608101846063 0.0086280764614752314 0.0013213876322882298 0.0023086066873178176 0.0043215300716865886 0.0086590623908380203
leaf_count=1067 54 41 38 41 15 41 17 25 4 4 40 65 33 17 29 34 15 66 1370 24 9 25 44 647 29 159 10 7 370 293
internal_value=6.79988e-07 -0.000158552 0.00017702 -5.84628e-05 -0.00108656 -0.00231562 0.000104483 5.38419e-06 -0.00167932 -0.0036877 -0.0228778 0.00719576 -0.0514342 -0.0570917 0.0760183 0.0019199 0.000104739 -5.66129e-06 9.49436e-05 0.00084213 0.0366421 0.0686166 0.0199267 0.000352439 -0.0258268 -0.0110314 -0.0297972 -0.00286226 -0.0165385 0.010878
internal_weight=43.9818 23.1121 20.8698 22.5608 3.08651 2.06101 19.4742 18.9538 1.05554 0.550171 0.0521078 0.0253798 0.0267281 0.0131222 0.0122575 0.00434174 17.8983 16.8784 20.3302 4.30868 0.058141 0.046401 0.018272 4.25054 0.0415582 0.0326959 0.0252387 0.0166106 0.014302 0.00998045
internal_count=4633 1554 3079 1513 97 82 1416 1399 251 247 243 170 73 76 94 59 1148 1133 3025 1655 102 78 69 1553 906 868 839 680 673 303
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=31
num_cat=0
split_feature=3 2 1 1 4 1 1 1 3 3 1 3 3 0 0 1 3 0 0 3 0 2 0 0 2 3 2 4 4 3
split_gain=0.00013464 0.000213899 0.000249758 0.000239331 0.000203968 0.000185025 0.00106179 0.000484809 0.00039146 0.000454074 0.000381769 0.000343458 0.000561854 0.00173959 0.000395577 0.000475135 0.000236769 0.000245257 0.000639379 0.000447054 0.000426093 0.000983546 0.000319479 0.000526004 0.000416753 0.000330527 0.00124457 0.0279788 0.00377854 0.0023255
threshold=1.0000000180025095e-35 -0.047144999999999999 62.014663695050011 74.927328095600004 42.320906304050006 62.020040611300011 62.009286778800011 62.025417527550012 0.12001500000000002 0.11231500000000003 61.907125369850007 0.10487000000000003 0.093955000000000025 85.799452775150016 85.866664228400012 61.993156030000002 0.43380000000000013 86.036037090600004 86.345209775600011 0.10487000000000003 86.420486603250012 -0.67871999999999988 86.692020874450009 86.474255765850003 -0.064729999999999996 0.079745000000000024 0.067985000000000018 42.498713093000006 39.746231405950006 0.075810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 8 -7 9 11 -10 12 14 -14 -2 -16 17 19 -19 -9 -20 -22 23 -23 -25 26 27 28 29 -24
right_child=5 3 4 -5 -6 7 -8 16 10 -11 -12 -13 13 -15 15 -17 -18 18 20 -21 21 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0018874478206219953 0.00098470980720743464 -0.0031860357986698107 -0.00015606273759182586 -0.00019416283760070372 -0.0022996183329070034 0.0023117492540775469 -0.0046785180096611039 0.0036778857342546212 8.6772189560754831e-05 0.0030960282744493597 -0.0026510511926673367 -0.0012805755518430248 -0.00010285314772360368 0.0064372023753564963 -0.0021405469447781681 0.00064686048247417907 -0.0019923864093174667 -0.0032597064753074213 0.0029237836889138813 0.00013855304494602631 0.049003286251052887 0.00049919206037581727 -0.10005111131352325 -0.0047059630208122457 -0.00066856486401562149 9.4884469646616703e-05 -0.0004935973997679076 -0.00086938172993818717 0.096816463430451208 0.050867608940838596
leaf_weight=0.52833952853610711 1.5494563890796174 0.54855626887274889 3.5523205207382165 0.52160169588321048 0.5073023435609455 1.0505934397192529 0.52314188762648051 0.54855842286620671 1.0061327211877835 0.5246695032251053 1.0314604075954603 1.5381094405893234 1.4194842519226538 0.57003626564710419 1.5485894388768886 1.0106120632844975 0.51949909622331247 0.55818987621103389 0.54666116165754175 1.0213112937147313 0.0041117987584681206 1.0245006966870307 0.0015344203519649753 0.51628504715336021 0.50647939881309845 19.738472364364206 1.0026085866664154 0.51392992718035035 0.035570025313419906 0.0030514702371014675
leaf_count=402 194 226 238 156 189 24 19 204 23 23 27 25 50 38 44 11 45 65 26 37 10 11 19 69 7 1902 41 358 110 40
internal_value=6.41451e-07 -0.000454704 -0.000157755 -0.00172778 -0.000423928 6.78874e-05 -0.000284643 0.000204877 -5.92557e-05 0.000250317 -0.00129916 5.47958e-05 0.000391609 0.001771 -0.000276328 -0.00103982 0.000121478 0.00016368 8.58895e-05 0.0013753 0.000164049 9.94295e-05 9.0815e-05 -0.00110235 -0.00270662 0.000205523 0.00160839 0.00541191 0.0858022 0.000370819
internal_weight=43.9712 5.65812 4.58796 1.07016 4.05962 38.313 10.7217 27.5914 10.1986 8.16096 2.03759 7.63629 6.09818 1.98952 4.10866 2.5592 26.5408 26.0213 24.4514 1.56987 23.8932 23.3465 23.3424 2.04727 1.02276 21.2952 1.55669 0.554086 0.0401559 0.00458589
internal_count=4633 1211 829 382 427 3422 454 2968 435 385 50 362 337 88 249 55 2944 2899 2658 241 2593 2567 2557 87 76 2470 568 527 169 59
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=4 1 4 0 2 2 4 1 3 1 0 4 2 0 0 3 3 3 3 3 3 3 1 4 3 4 4 1 2 1
split_gain=0.000134614 0.000258168 0.000669224 0.00125496 0.00138299 0.000748602 0.00915539 0.0119293 0.0114895 0.00714377 0.00894916 0.00314598 0.00162913 0.000639021 0.00062303 0.00119464 0.0161089 0.00322565 0.00699475 0.000865931 0.00108645 0.00309654 0.000317988 0.000310088 0.000684676 0.000244256 0.000600258 0.000836431 0.000336006 0.000528081
threshold=40.574766824850009 62.068432857650002 41.16018805045001 86.538778761000017 -0.043559999999999995 -0.057599999999999998 41.289992964000007 62.00390986255001 0.10602000000000002 61.987779113750001 86.538778761000017 43.847983878700006 -0.074029999999999999 86.866770652900016 86.420486603250012 0.083070000000000019 0.10685000000000001 0.096480000000000024 0.088145000000000015 0.08673500000000002 0.085910000000000028 0.084365000000000009 62.095317438950012 41.808689985400001 0.092015000000000027 40.165165956550005 40.003678352300007 62.084563606450011 -0.088039999999999993 62.068432857650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 3 4 -2 12 -7 8 9 10 11 -8 13 23 15 -3 17 18 19 20 21 -17 -16 -4 -25 26 -1 -28 -27 -30
right_child=1 14 5 -5 -6 6 7 -9 -10 -11 -12 -13 -14 -15 22 16 -18 -19 -20 -21 -22 -23 -24 24 -26 28 27 -29 29 -31
leaf_value=0.00024844313801471635 -0.0079796840451684965 -0.0010418620419085478 -0.00078069101718954202 -7.4551600098342531e-05 -0.00075547334936767801 0.00084839485418865723 -0.097125120163078005 -0.09432410986713663 -0.10040646154211197 0.089221339536060762 0.072554419641470178 0.064428172868414263 0.0054626318418469324 -0.0035933056099245277 -0.0017570806026903135 0.096187950253537227 -0.00024208233555865984 0.0780178753760708 -0.018294051817612067 0.099933857996037184 0.084250437347032525 -0.10021441077243581 6.535082713063772e-05 8.2517992019266655e-05 0.0039467511034589784 -0.00044698136574613796 -0.00016236169700066462 -0.0050357222972959234 0.0032127681499640273 0.00054727442314276024
leaf_weight=10.315931203554349 0.55979342058270731 0.51748493724306033 2.5535246779911649 1.5097535123659325 0.50320155065582406 0.51290213625906966 0.0085861717547614513 0.024379697699188796 0.0093883738863524968 0.011224992245843168 0.0070747969875810659 0.001402233695289302 0.54553908958405362 0.51824076870843772 1.0250831856828888 0.0018120071282368144 0.50342799525585491 0.029561891272990692 0.014642381259394099 0.008195812180204598 0.0047312250117101939 0.001441265007997572 14.507797237101682 3.0734280638566429 0.53892142380728092 1.5195085864227875 1.0100118261419759 0.54074059402999042 1.0505630098730305 2.541041620450629
leaf_count=1441 96 69 43 11 23 20 114 30 15 7 5 37 24 35 25 60 21 29 35 23 7 4 1856 292 42 79 13 76 30 71
internal_value=9.98676e-07 -0.000137772 -0.000529093 -0.00192778 -0.00455988 -6.80247e-05 -0.00354091 -0.039819 -0.00454995 0.0272632 -0.0134958 -0.0744453 0.000208166 -0.000220689 0.000106651 0.00242761 0.00561201 0.0544177 0.031783 0.0771002 0.0536622 0.00917775 -5.49194e-05 6.27791e-05 0.000659018 0.000221618 -2.73104e-05 -0.00186168 0.000799566 0.00132695
internal_weight=43.9693 26.9915 10.3774 2.57275 1.06299 7.80461 0.574958 0.0620563 0.0376766 0.0282882 0.0170632 0.00998841 7.22965 6.68411 16.6142 1.0813 0.563813 0.0603846 0.0308227 0.0161803 0.0079845 0.00325327 15.5329 6.16587 3.61235 16.9778 11.8667 1.55075 5.11111 3.5916
internal_count=4633 2923 794 130 119 664 228 208 178 163 156 151 436 412 2129 248 179 158 129 94 71 64 1881 377 334 1710 1530 89 180 101
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=31
num_cat=0
split_feature=3 3 4 3 3 4 2 3 1 4 1 4 4 2 3 0 1 1 1 2 2 3 1 3 1 2 2 3 0 0
split_gain=0.000114022 0.000181657 0.000813398 0.000200284 0.0034587 0.00488006 0.00300288 0.00221165 0.00196101 0.00200628 0.0014864 0.00135771 0.000954395 0.00088922 0.0016591 0.000438604 0.000223633 0.000160949 0.000944269 0.000375968 0.000785875 0.000461924 0.000370478 0.000263865 0.000235215 0.000685608 0.000971679 0.000448114 0.000323299 0.000559804
threshold=1.0000000180025095e-35 -0.098985000000000004 38.474425342400004 -0.245505 -0.22831499999999999 41.489621506400006 -0.036264999999999999 -0.11223 64.730006406800015 42.546237522150008 67.031326566450005 44.202975721700007 40.300545846000013 -0.038374999999999999 -0.11595499999999999 105.7585659356 61.987779113750001 62.020040611300011 62.009286778800011 -0.095074999999999993 -0.11963999999999998 0.12001500000000002 62.025417527550012 0.11231500000000003 61.950140699950005 -0.084259999999999988 -0.038374999999999999 0.10385500000000002 86.681267041950008 85.732241321850012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 12 10 16 -10 -8 -11 13 14 -6 -13 -7 18 19 20 -2 23 -19 24 27 -26 -27 28 29 -21
right_child=17 2 -4 4 5 8 7 -9 9 11 -12 15 -14 -15 -16 -17 -18 22 -20 21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00034275448693717642 0.0001383823725879885 0.00033160495082955473 -0.0044551169074817298 -0.00053706714267646701 -0.069347474569631903 -0.049190018600836577 0.095039053926815734 -0.047936514394136653 -0.087012369028455688 0.080438404213037953 -0.0025583018857165212 -0.052487320807973872 0.098394737004578764 0.10008322871352733 0.062184817553721607 0.014845827941290283 -0.10013394721046553 0.0020341666323798737 -0.0044102930117966869 3.6269677633122339e-05 -0.0046230304832247894 -0.0011142942637268752 0.00011778326064095246 0.0027645439358615523 -0.00021412648850407002 0.0060126848554495904 -2.3225769450909173e-05 -0.0028277491142243432 -0.0019271486818379859 0.0036751998731940788
leaf_weight=3.5464394616173358 1.0112303230054189 1.0198090590208804 0.54456223269177995 0.50735048602347455 0.0013230882680517753 0.0013436408368721281 0.0032053416381359057 0.0039691319457239443 0.0019199497730433279 0.0029365377627674771 0.0030409401586766194 0.0014486169743692656 0.010210267146476326 0.0024424795992673476 0.0034846831521231358 0.0029123588500254982 0.0024023325226560921 1.0486483504801096 0.52296066724648049 1.930213587386205 0.52744822314640671 2.036899011815251 26.534653521796578 0.52248278065502507 1.5283019230537322 0.55049721663817763 0.51736560775552198 0.51769097929263796 0.51221292564878229 0.54131334282214982
leaf_count=482 87 85 181 73 31 56 18 14 14 22 26 47 76 1 43 31 11 24 19 108 52 36 2944 13 29 26 25 14 17 28
internal_value=9.50888e-07 -0.000418045 -0.00133467 -6.78284e-05 0.00171142 0.029782 0.0534983 0.0104339 -0.0208506 0.00394397 0.0475248 0.0278743 0.0786935 0.050949 0.0259874 -0.00752071 -0.0818609 6.28542e-05 -0.000265988 -5.34167e-05 -0.0014938 0.000202594 0.000190639 0.000607781 0.000422975 0.00114426 0.00308836 -0.000111831 0.000359392 0.000833267
internal_weight=43.9607 5.6588 1.56437 4.09443 0.54799 0.0406394 0.0276759 0.0102154 0.0129634 0.00921746 0.00624628 0.00729751 0.0174605 0.00725025 0.00480777 0.00436098 0.00374597 38.3019 10.7186 10.1957 1.53868 8.65698 27.5833 6.62008 6.0976 2.59616 1.06786 3.50143 2.98374 2.47153
internal_count=4633 1211 266 945 463 390 209 58 181 114 44 100 151 75 74 78 67 3422 454 435 139 296 2968 260 247 80 51 167 153 136
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=31
num_cat=0
split_feature=4 4 3 1 2 2 2 3 2 1 3 3 2 3 1 0 1 0 3 4 0 3 2 2 2 2 2 0 4 0
split_gain=0.000128481 0.000245145 0.000535852 0.000898665 0.000404283 0.0014762 0.00104567 0.000416728 0.000298604 0.00906852 0.00372155 0.0017468 0.00148749 0.00076268 0.000248358 0.000264626 0.00021208 0.000512644 0.000977641 0.000488789 0.00105689 0.00128428 0.000680708 0.00613086 0.0147585 0.0141197 0.00130127 0.00051518 0.00180343 0.000401456
threshold=40.574766824850009 40.250747516500006 0.094780000000000017 61.950140699950005 -0.057599999999999998 -0.071969999999999992 -0.053874999999999999 0.10990500000000002 -0.13006999999999999 68.20618276945001 0.087245000000000031 0.085345000000000018 -0.26416999999999996 -0.10696499999999999 61.944763783650011 86.474255765850003 62.068432857650002 86.420486603250012 0.083070000000000019 41.16018805045001 86.538778761000017 0.096095000000000028 -0.057599999999999998 0.022350000000000005 -0.031989999999999998 -0.022394999999999998 -0.074029999999999999 86.264556031700025 42.982930821650008 86.09518316945001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -6 8 9 10 11 12 -1 -14 -8 -16 19 18 -18 20 21 -2 26 24 -24 -26 27 29 -29 -21
right_child=16 2 3 -5 6 -7 14 -9 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 22 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.034363913139245965 -0.00059768567625513276 0.00024992164972757129 -0.00022839574349564165 0.0056146802628098038 0.0047461608556735426 -0.0055714797700001841 0.0021036687118162535 -0.0027607548492256107 0.00058086146884352369 0.00072812877994148822 -0.095056564491042564 0.099853791946617046 -0.0098577139267865821 -0.10009017993455448 -0.0022220527667079601 0.00014001396320845893 -0.00093801993426293948 -5.9409230026588102e-05 0.0050884224038936117 -7.2561805523680973e-05 1.7420874244302188e-05 -0.0075418464304837828 -0.10043544425336992 -0.00010363583527960494 0.067398095272652045 -0.066988635115438705 0.0048742284637508558 -0.00455521942957288 0.00056779109125986869 0.0022601425944995322
leaf_weight=0.0023038008426539136 0.52873489206583124 3.5224804302110049 0.50465994564910921 0.55017397322196127 0.52856599401033566 0.55402112696646444 0.58182573320189135 0.52219011939373317 3.477770320719356 0.51370367784260884 0.014293951789838388 0.0012470484590005881 0.0014928897881550502 0.0025144814674040047 0.51749488360276164 5.6815360176026219 0.51774988059060301 15.531660266850613 0.56071839576033888 2.5846177260488035 1.5106796103773374 0.53664258602179871 0.021198240579131777 0.51606260659150505 0.01751021963936239 0.014125151844519679 0.54322587780188758 1.0394478434172927 2.0273943485171095 1.0324836959480306
leaf_count=20 101 97 9 40 26 87 51 98 304 300 25 6 120 50 31 446 69 1881 179 322 11 18 23 137 13 55 24 40 32 18
internal_value=1.04553e-06 0.000216579 0.000842007 0.0028192 -1.43097e-05 -0.000698619 0.000462173 -0.00010339 0.00024237 -0.00195571 -0.0650478 -0.00829577 -0.0296655 -0.0664753 0.000128238 -5.71713e-05 -0.000134561 8.69824e-05 0.00219525 -0.000489344 -0.00168357 -0.00409554 -9.4735e-05 -0.00342524 -0.0358697 0.0073946 0.00016743 -0.000215107 -0.00116856 0.000593297
internal_weight=43.9585 16.9763 4.57731 1.05483 12.399 5.08954 7.30942 4.53552 4.01333 0.535556 0.0218522 0.00755822 0.00631117 0.00400737 6.78086 6.19903 26.9823 16.6101 1.07847 10.3721 2.57606 1.06538 7.79607 0.568896 0.0528336 0.0316354 7.22717 6.68394 3.06684 3.6171
internal_count=4633 1710 146 49 1564 1010 554 923 825 521 221 196 190 170 528 477 2923 2129 248 794 130 119 664 228 91 68 436 412 72 340
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=3 0 0 3 4 0 2 3 2 2 4 4 1 4 2 4 3 2 2 0 3 2 2 4 0 2 2 0 0 1
split_gain=0.000136648 0.000226548 0.0002988 0.000244799 0.000309354 0.00032489 0.000157463 0.000147232 0.000386253 0.000126597 0.00100308 0.00206139 0.00242998 0.000278553 0.000655193 0.00112078 0.000487092 0.000327001 0.000427711 0.0003534 0.000248606 0.000718692 0.012502 0.0368561 0.00635928 0.000466921 0.000764917 0.00203009 0.000693809 0.000332034
threshold=1.0000000180025095e-35 86.162394622750014 85.562868459650019 -0.089139999999999997 41.289992964000007 93.843319501450011 -0.079369999999999996 0.078095000000000012 -0.083004999999999982 -0.036264999999999999 34.424709467050008 34.214889417600013 69.545034918450014 42.081757894750005 1.0000000180025095e-35 41.873095646600007 0.12376500000000003 0.050115000000000014 0.17437500000000003 101.11291028615001 0.083905000000000021 -0.056184999999999992 -0.083834999999999993 42.684965421050009 86.904409066750006 -0.051199999999999996 -0.070854999999999987 96.631250582750013 97.615226258450022 75.499969677400017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -6 8 -2 10 11 12 -9 14 15 -11 17 -16 -19 -20 21 22 -12 -24 -25 26 29 -28 -27 -22
right_child=7 3 -4 -5 6 -7 -8 9 -10 13 20 -13 -14 -15 16 -17 -18 18 19 -21 25 -23 23 24 -26 28 27 -29 -30 -31
leaf_value=-6.1240053772726997e-05 -0.0007472735819884531 0.0034195414002730325 -0.0034434141426942784 -0.0015143419553449999 2.8319910342968415e-05 -8.2263897567609655e-05 -0.0019433860966093796 0.042730166356619165 0.0031175325064634329 0.0057518037901216467 -0.00052602154060092362 0.086545333081613912 -0.10006329288292187 -0.00035098558103630799 -0.0012349651862104507 -0.00061231414678403944 0.0031878750577396132 0.00096112273382710457 -0.002915656651401222 0.00016231232799502484 -0.00014044979519397041 0.00062135343791039853 -0.095508673678571257 0.099585414133795944 -0.0040770580847581906 -0.0045397438957518327 0.0063819584032069852 -0.0020913911875567472 0.00061755038331041186 0.0016768289580348515
leaf_weight=0.51181544739982798 0.50172090315478735 0.529627330762107 0.53347225840811818 1.0311457429969362 2.0114460349912506 0.53014310379697294 0.50716138195464555 0.0032956839927634797 0.53363545256454126 0.61173855885388195 1.5419326777598039 0.0040278837979599302 0.0018668079364443334 4.5889847825244496 1.5245697650035408 0.50529291626662598 0.53677721260886357 4.0614961405820127 0.5890800886694606 1.0170662860515434 17.436485782894092 1.5090479119171489 0.046635163175465899 0.014175550026266137 0.010158877631681662 0.54033998157473451 0.63803112499374381 0.5077823839029918 0.50431494770577956 1.0669208024850032
leaf_count=512 279 65 78 97 165 215 79 27 72 125 461 9 75 360 76 7 49 129 109 73 875 11 43 61 19 42 83 49 10 378
internal_value=6.73063e-07 -0.000458193 -0.00178736 -0.00015678 0.000234415 0.00166779 -0.000368714 6.84305e-05 0.0012447 3.57453e-05 -0.000102673 0.032928 -0.00890536 0.000281209 0.000609168 0.00287297 0.000281992 6.51167e-05 0.000414833 -0.000966582 -0.000115419 -0.000947241 -0.00241483 -0.0434525 0.0563095 1.00727e-05 0.000119598 0.00262688 -0.00205002 -3.56641e-05
internal_weight=43.9502 5.65481 1.04529 4.60952 3.57838 1.05977 2.51861 38.2954 1.03536 37.26 23.825 0.00919038 0.00516249 13.435 8.84602 1.11703 7.72899 7.19221 5.66764 1.60615 23.8158 3.12195 1.6129 0.0709696 0.0243344 20.6939 19.6492 1.14581 1.04465 18.5034
internal_count=4633 1211 590 621 524 280 244 3422 351 3071 2143 111 102 928 568 132 436 387 311 182 2032 595 584 123 80 1437 1385 132 52 1253
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
cm5_Hs_min=6733
cm5_Cs=6646
lst_pka_pred_nshell3=5979
atom_v_bur_3_5_Cs=5642
atom_v_bur_3_5_Hs_min=5000

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 1000]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 10]
[seed: 42]
[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: 400]
[bagging_by_query: 0]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
